tcga_participant_barcode CLI_years_to_birth CLI_vital_status CLI_days_to_death CLI_days_to_last_followup CLI_primary_site_of_disease CLI_neoplasm_diseasestage CLI_pathology_T_stage CLI_pathology_N_stage CLI_pathology_M_stage CLI_dcc_upload_date CLI_gender CLI_date_of_initial_pathologic_diagnosis CLI_radiation_therapy CLI_histological_type CLI_radiations_radiation_regimenindication CLI_number_pack_years_smoked CLI_year_of_tobacco_smoking_onset CLI_completeness_of_resection CLI_number_of_lymph_nodes CLI_race CLI_ethnicity CLI_batch_number CLUS_CN_cNMF CLUS_Methlyation_cNMF CLUS_RPPA_cNMF CLUS_RPPA_cHierarchical CLUS_mRNAseq_cNMF CLUS_mRNAseq_cHierarchical CLUS_miRseq_cNMF CLUS_miRseq_cHierarchical CLUS_miRseq_Mature_cNMF CLUS_miRseq_Mature_cHierarchical SMG_mutsig2.0_AAK1 SMG_mutsig2.0_ACTRT2 SMG_mutsig2.0_ADAMTS16 SMG_mutsig2.0_ADAMTS19 SMG_mutsig2.0_ADORA3 SMG_mutsig2.0_AEBP1 SMG_mutsig2.0_AGAP6 SMG_mutsig2.0_AMPD1 SMG_mutsig2.0_ANKRD30A SMG_mutsig2.0_ANKRD36 SMG_mutsig2.0_AQP7 SMG_mutsig2.0_ATP2C1 SMG_mutsig2.0_BCLAF1 SMG_mutsig2.0_BRD8 SMG_mutsig2.0_C1QB SMG_mutsig2.0_CASQ2 SMG_mutsig2.0_CBX3 SMG_mutsig2.0_CD2AP SMG_mutsig2.0_CD86 SMG_mutsig2.0_CDC27 SMG_mutsig2.0_CDKN2A SMG_mutsig2.0_CEACAM4 SMG_mutsig2.0_CHRNA9 SMG_mutsig2.0_DCP1B SMG_mutsig2.0_DEFB119 SMG_mutsig2.0_DIO1 SMG_mutsig2.0_ESPN SMG_mutsig2.0_FNDC1 SMG_mutsig2.0_GNAS SMG_mutsig2.0_GOLGA1 SMG_mutsig2.0_GPR6 SMG_mutsig2.0_GPSM2 SMG_mutsig2.0_HACL1 SMG_mutsig2.0_HIST1H2BE SMG_mutsig2.0_HSPE1 SMG_mutsig2.0_HTR2C SMG_mutsig2.0_IRS4 SMG_mutsig2.0_IYD SMG_mutsig2.0_JMY SMG_mutsig2.0_KCNE1 SMG_mutsig2.0_KIAA0586 SMG_mutsig2.0_KIAA1045 SMG_mutsig2.0_KLK13 SMG_mutsig2.0_KRAS SMG_mutsig2.0_LCE2A SMG_mutsig2.0_LZTS1 SMG_mutsig2.0_MIPEP SMG_mutsig2.0_MUC1 SMG_mutsig2.0_NAA20 SMG_mutsig2.0_NBPF16 SMG_mutsig2.0_NBPF9 SMG_mutsig2.0_NCOA3 SMG_mutsig2.0_NLRP6 SMG_mutsig2.0_NLRP8 SMG_mutsig2.0_OGFOD1 SMG_mutsig2.0_OLFM1 SMG_mutsig2.0_OR1N2 SMG_mutsig2.0_OR2T4 SMG_mutsig2.0_OR52D1 SMG_mutsig2.0_P2RY1 SMG_mutsig2.0_PABPC1 SMG_mutsig2.0_PIAS4 SMG_mutsig2.0_POLE2 SMG_mutsig2.0_PRKRA SMG_mutsig2.0_PRL SMG_mutsig2.0_PRSS3 SMG_mutsig2.0_PSG6 SMG_mutsig2.0_PSMB4 SMG_mutsig2.0_RBM12 SMG_mutsig2.0_RBM47 SMG_mutsig2.0_RBMX SMG_mutsig2.0_RFX1 SMG_mutsig2.0_RIOK1 SMG_mutsig2.0_RNF32 SMG_mutsig2.0_RNF43 SMG_mutsig2.0_RPL22 SMG_mutsig2.0_RSPH6A SMG_mutsig2.0_SDCBP SMG_mutsig2.0_SHROOM4 SMG_mutsig2.0_SIGLEC14 SMG_mutsig2.0_SIK3 SMG_mutsig2.0_SKA3 SMG_mutsig2.0_SLC38A9 SMG_mutsig2.0_SMAD4 SMG_mutsig2.0_SORBS2 SMG_mutsig2.0_SSBP3 SMG_mutsig2.0_SUZ12 SMG_mutsig2.0_TGFBR1 SMG_mutsig2.0_TGFBR2 SMG_mutsig2.0_TMCC1 SMG_mutsig2.0_TMEM91 SMG_mutsig2.0_TP53 SMG_mutsig2.0_TYRO3 SMG_mutsig2.0_UBAC1 SMG_mutsig2.0_UNC50 SMG_mutsig2.0_UQCR10 SMG_mutsig2.0_ZACN SMG_mutsig2.0_ZMIZ2 SMG_mutsig2.0_ZNF880 SMG_mutsig.CV_AEBP1 SMG_mutsig.CV_ATP2C1 SMG_mutsig.CV_C1QB SMG_mutsig.CV_CASQ2 SMG_mutsig.CV_CBX3 SMG_mutsig.CV_CDKN2A SMG_mutsig.CV_ESPN SMG_mutsig.CV_FNDC1 SMG_mutsig.CV_GNAS_cosmic SMG_mutsig.CV_GPR6 SMG_mutsig.CV_HSPE1 SMG_mutsig.CV_IRS4 SMG_mutsig.CV_JMY SMG_mutsig.CV_KCNE1 SMG_mutsig.CV_KRAS SMG_mutsig.CV_LCE2A SMG_mutsig.CV_LZTS1 SMG_mutsig.CV_NCOA3 SMG_mutsig.CV_PRKRA SMG_mutsig.CV_RBM47 SMG_mutsig.CV_RBMX SMG_mutsig.CV_RFX1 SMG_mutsig.CV_RIOK1 SMG_mutsig.CV_RNF43 SMG_mutsig.CV_RPL22 SMG_mutsig.CV_SHROOM4 SMG_mutsig.CV_SMAD4 SMG_mutsig.CV_TGFBR1 SMG_mutsig.CV_TGFBR2 SMG_mutsig.CV_TMEM91 SMG_mutsig.CV_TP53 SMG_mutsig.CV_TYRO3 SMG_mutsig.CV_UBAC1 SMG_mutsig.CV_ZMIZ2 SMG_mutsig.CV_ZNF678 SMG_mutsig.CV_ZNF880 SMG_mutsig.2CV_AAK1 SMG_mutsig.2CV_ABCG5 SMG_mutsig.2CV_ACTRT2 SMG_mutsig.2CV_AEBP1 SMG_mutsig.2CV_ANKRD36 SMG_mutsig.2CV_ANKRD49 SMG_mutsig.2CV_AP3B1 SMG_mutsig.2CV_AQP7 SMG_mutsig.2CV_ARID1A SMG_mutsig.2CV_ATP2C1 SMG_mutsig.2CV_BCLAF1 SMG_mutsig.2CV_BRD8 SMG_mutsig.2CV_BSPRY SMG_mutsig.2CV_BTN2A1 SMG_mutsig.2CV_C1QB SMG_mutsig.2CV_CASQ2 SMG_mutsig.2CV_CBX3 SMG_mutsig.2CV_CCDC33 SMG_mutsig.2CV_CD2AP SMG_mutsig.2CV_CD86 SMG_mutsig.2CV_CDC27 SMG_mutsig.2CV_CDKN2A SMG_mutsig.2CV_CEACAM4 SMG_mutsig.2CV_CFTR SMG_mutsig.2CV_CHRNA9 SMG_mutsig.2CV_COBL SMG_mutsig.2CV_COL28A1 SMG_mutsig.2CV_CPNE2 SMG_mutsig.2CV_CSRNP3 SMG_mutsig.2CV_CSTF2T SMG_mutsig.2CV_DAAM1 SMG_mutsig.2CV_DCP1B SMG_mutsig.2CV_DDX4 SMG_mutsig.2CV_DHX35 SMG_mutsig.2CV_DNAH7 SMG_mutsig.2CV_DOCK8 SMG_mutsig.2CV_EEF2 SMG_mutsig.2CV_ELMOD3 SMG_mutsig.2CV_ESPN SMG_mutsig.2CV_FAM8A1 SMG_mutsig.2CV_FAR1 SMG_mutsig.2CV_FNDC1 SMG_mutsig.2CV_GNAS SMG_mutsig.2CV_GPR50 SMG_mutsig.2CV_GPR6 SMG_mutsig.2CV_GPR98 SMG_mutsig.2CV_GPRC6A SMG_mutsig.2CV_GPSM2 SMG_mutsig.2CV_GSN SMG_mutsig.2CV_HACL1 SMG_mutsig.2CV_HELZ SMG_mutsig.2CV_HSPE1 SMG_mutsig.2CV_IRS4 SMG_mutsig.2CV_IYD SMG_mutsig.2CV_JAK2 SMG_mutsig.2CV_JMY SMG_mutsig.2CV_KCNA7 SMG_mutsig.2CV_KCNE1 SMG_mutsig.2CV_KIAA0586 SMG_mutsig.2CV_KLHL20 SMG_mutsig.2CV_KLK13 SMG_mutsig.2CV_KRAS SMG_mutsig.2CV_KRT2 SMG_mutsig.2CV_L1CAM SMG_mutsig.2CV_LACTB SMG_mutsig.2CV_LCE2A SMG_mutsig.2CV_LCP2 SMG_mutsig.2CV_LZTS1 SMG_mutsig.2CV_MC3R SMG_mutsig.2CV_MIPEP SMG_mutsig.2CV_MLPH SMG_mutsig.2CV_MMP13 SMG_mutsig.2CV_MORF4L1 SMG_mutsig.2CV_MSH2 SMG_mutsig.2CV_MTBP SMG_mutsig.2CV_NAA20 SMG_mutsig.2CV_NBPF16 SMG_mutsig.2CV_NBPF9 SMG_mutsig.2CV_NCOA3 SMG_mutsig.2CV_NLRP2 SMG_mutsig.2CV_NLRP6 SMG_mutsig.2CV_NUP210L SMG_mutsig.2CV_NUP54 SMG_mutsig.2CV_OGFOD1 SMG_mutsig.2CV_OMA1 SMG_mutsig.2CV_OR1N2 SMG_mutsig.2CV_OR2A14 SMG_mutsig.2CV_OR2T4 SMG_mutsig.2CV_OR52D1 SMG_mutsig.2CV_OXR1 SMG_mutsig.2CV_P2RY1 SMG_mutsig.2CV_PABPC1 SMG_mutsig.2CV_PAPSS2 SMG_mutsig.2CV_PARP10 SMG_mutsig.2CV_PBRM1 SMG_mutsig.2CV_PDXDC1 SMG_mutsig.2CV_PHF15 SMG_mutsig.2CV_PLIN4 SMG_mutsig.2CV_POLE2 SMG_mutsig.2CV_POM121 SMG_mutsig.2CV_PPM1B SMG_mutsig.2CV_PRKRA SMG_mutsig.2CV_PRSS3 SMG_mutsig.2CV_RBL2 SMG_mutsig.2CV_RBM12 SMG_mutsig.2CV_RBM47 SMG_mutsig.2CV_RBMX SMG_mutsig.2CV_RFX1 SMG_mutsig.2CV_RIOK1 SMG_mutsig.2CV_RNF32 SMG_mutsig.2CV_RNF43 SMG_mutsig.2CV_RREB1 SMG_mutsig.2CV_RSPO1 SMG_mutsig.2CV_RTTN SMG_mutsig.2CV_SDCBP SMG_mutsig.2CV_SEPHS2 SMG_mutsig.2CV_SEPT2 SMG_mutsig.2CV_SHROOM4 SMG_mutsig.2CV_SIGLEC14 SMG_mutsig.2CV_SIK3 SMG_mutsig.2CV_SKA3 SMG_mutsig.2CV_SLC38A9 SMG_mutsig.2CV_SMAD4 SMG_mutsig.2CV_SORBS2 SMG_mutsig.2CV_SORT1 SMG_mutsig.2CV_SP140 SMG_mutsig.2CV_SSBP3 SMG_mutsig.2CV_SUZ12 SMG_mutsig.2CV_SYCP2 SMG_mutsig.2CV_SYT14 SMG_mutsig.2CV_TAX1BP1 SMG_mutsig.2CV_TDRD5 SMG_mutsig.2CV_TEKT4 SMG_mutsig.2CV_TGFBR1 SMG_mutsig.2CV_TGFBR2 SMG_mutsig.2CV_TGM5 SMG_mutsig.2CV_TMCC1 SMG_mutsig.2CV_TMEM91 SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TRPC4 SMG_mutsig.2CV_TYRO3 SMG_mutsig.2CV_UBAC1 SMG_mutsig.2CV_UBXN4 SMG_mutsig.2CV_VWA3A SMG_mutsig.2CV_WDHD1 SMG_mutsig.2CV_WDR36 SMG_mutsig.2CV_WRN SMG_mutsig.2CV_WWP2 SMG_mutsig.2CV_ZACN SMG_mutsig.2CV_ZBTB4 SMG_mutsig.2CV_ZMIZ2 SMG_mutsig.2CV_ZMYM2 SMG_mutsig.2CV_ZNF678 SMG_mutsig.2CV_ZNF780A SMG_mutsig.2CV_ZNF880 rate_non rate_sil SMG_AAK1_mRNA SMG_ABCG5_mRNA SMG_ADAMTS16_mRNA SMG_ADAMTS19_mRNA SMG_ADORA3_mRNA SMG_AEBP1_mRNA SMG_AGAP6_mRNA SMG_AMPD1_mRNA SMG_ANKRD36_mRNA SMG_ANKRD49_mRNA SMG_AP3B1_mRNA SMG_AQP7_mRNA SMG_ARID1A_mRNA SMG_ATP2C1_mRNA SMG_BCLAF1_mRNA SMG_BRD8_mRNA SMG_BSPRY_mRNA SMG_BTN2A1_mRNA SMG_C1QB_mRNA SMG_CASQ2_mRNA SMG_CBX3_mRNA SMG_CCDC33_mRNA SMG_CD2AP_mRNA SMG_CD86_mRNA SMG_CDC27_mRNA SMG_CDKN2A_mRNA SMG_CEACAM4_mRNA SMG_CFTR_mRNA SMG_CHRNA9_mRNA SMG_COBL_mRNA SMG_COL28A1_mRNA SMG_CPNE2_mRNA SMG_CSRNP3_mRNA SMG_CSTF2T_mRNA SMG_DAAM1_mRNA SMG_DCP1B_mRNA SMG_DDX4_mRNA SMG_DHX35_mRNA SMG_DIO1_mRNA SMG_DNAH7_mRNA SMG_DOCK8_mRNA SMG_EEF2_mRNA SMG_ELMOD3_mRNA SMG_ESPN_mRNA SMG_FAM8A1_mRNA SMG_FAR1_mRNA SMG_FNDC1_mRNA SMG_GNAS_mRNA SMG_GOLGA1_mRNA SMG_GPR6_mRNA SMG_GPR98_mRNA SMG_GPSM2_mRNA SMG_GSN_mRNA SMG_HACL1_mRNA SMG_HELZ_mRNA SMG_HIST1H2BE_mRNA SMG_HSPE1_mRNA SMG_IRS4_mRNA SMG_IYD_mRNA SMG_JAK2_mRNA SMG_JMY_mRNA SMG_KCNA7_mRNA SMG_KCNE1_mRNA SMG_KIAA0586_mRNA SMG_KIAA1045_mRNA SMG_KLHL20_mRNA SMG_KLK13_mRNA SMG_KRAS_mRNA SMG_KRT2_mRNA SMG_L1CAM_mRNA SMG_LACTB_mRNA SMG_LCP2_mRNA SMG_LZTS1_mRNA SMG_MIPEP_mRNA SMG_MLPH_mRNA SMG_MMP13_mRNA SMG_MORF4L1_mRNA SMG_MSH2_mRNA SMG_MTBP_mRNA SMG_MUC1_mRNA SMG_NAA20_mRNA SMG_NBPF16_mRNA SMG_NBPF9_mRNA SMG_NCOA3_mRNA SMG_NLRP2_mRNA SMG_NLRP6_mRNA SMG_NUP210L_mRNA SMG_NUP54_mRNA SMG_OGFOD1_mRNA SMG_OLFM1_mRNA SMG_OMA1_mRNA SMG_OXR1_mRNA SMG_P2RY1_mRNA SMG_PABPC1_mRNA SMG_PAPSS2_mRNA SMG_PARP10_mRNA SMG_PBRM1_mRNA SMG_PDXDC1_mRNA SMG_PHF15_mRNA SMG_PIAS4_mRNA SMG_PLIN4_mRNA SMG_POLE2_mRNA SMG_POM121_mRNA SMG_PPM1B_mRNA SMG_PRKRA_mRNA SMG_PRL_mRNA SMG_PRSS3_mRNA SMG_PSMB4_mRNA SMG_RBL2_mRNA SMG_RBM12_mRNA SMG_RBM47_mRNA SMG_RBMX_mRNA SMG_RFX1_mRNA SMG_RIOK1_mRNA SMG_RNF32_mRNA SMG_RNF43_mRNA SMG_RPL22_mRNA SMG_RREB1_mRNA SMG_RSPH6A_mRNA SMG_RSPO1_mRNA SMG_RTTN_mRNA SMG_SDCBP_mRNA SMG_SEPHS2_mRNA SMG_SEPT2_mRNA SMG_SHROOM4_mRNA SMG_SIGLEC14_mRNA SMG_SIK3_mRNA SMG_SKA3_mRNA SMG_SLC38A9_mRNA SMG_SMAD4_mRNA SMG_SORBS2_mRNA SMG_SORT1_mRNA SMG_SP140_mRNA SMG_SSBP3_mRNA SMG_SUZ12_mRNA SMG_SYCP2_mRNA SMG_SYT14_mRNA SMG_TAX1BP1_mRNA SMG_TDRD5_mRNA SMG_TEKT4_mRNA SMG_TGFBR1_mRNA SMG_TGFBR2_mRNA SMG_TGM5_mRNA SMG_TMCC1_mRNA SMG_TMEM91_mRNA SMG_TP53_mRNA SMG_TRPC4_mRNA SMG_TYRO3_mRNA SMG_UBAC1_mRNA SMG_UBXN4_mRNA SMG_UNC50_mRNA SMG_UQCR10_mRNA SMG_VWA3A_mRNA SMG_WDHD1_mRNA SMG_WDR36_mRNA SMG_WRN_mRNA SMG_WWP2_mRNA SMG_ZACN_mRNA SMG_ZBTB4_mRNA SMG_ZMIZ2_mRNA SMG_ZMYM2_mRNA SMG_ZNF678_mRNA SMG_ZNF780A_mRNA SMG_ZNF880_mRNA Amp_1p34.2 Amp_1p12 Amp_1q21.3 Amp_2q36.2 Amp_3p12.2 Amp_3q26.2 Amp_4p16.3 Amp_6p21.31 Amp_7q22.1 Amp_8p11.22 Amp_8p11.21 Amp_8q24.21 Amp_9p13.3 Amp_12p13.33 Amp_12p11.21 Amp_12q15 Amp_15q26.1 Amp_17p11.2 Amp_17q12 Amp_18q11.2 Amp_19p13.2 Amp_19q13.2 Amp_20p11.23 Amp_Xp22.11 Amp_Xq27.1 Del_1p36.32 Del_1p36.11 Del_2q14.3 Del_3p21.31 Del_4p15.31 Del_4q22.1 Del_4q34.3 Del_5q14.2 Del_6p25.2 Del_6p22.2 Del_6q25.3 Del_7q36.1 Del_8p23.2 Del_9p21.3 Del_9q22.33 Del_10p15.3 Del_10q23.33 Del_11p15.4 Del_12p13.1 Del_12q12 Del_12q21.33 Del_12q24.33 Del_13q14.2 Del_14q11.2 Del_15q15.1 Del_16q23.1 Del_17p12 Del_17q22 Del_18p11.31 Del_18q21.2 Del_19p13.3 Del_19q13.33 Del_21q11.2 Del_22q13.31 Del_22q13.32 Del_Xp21.1 Del_Xq11.2 CN_10p_Amp CN_10q_Amp CN_11p_Amp CN_11q_Amp CN_12p_Amp CN_12q_Amp CN_13q_Amp CN_14q_Amp CN_15q_Amp CN_16p_Amp CN_16q_Amp CN_17p_Amp CN_17q_Amp CN_18p_Amp CN_18q_Amp CN_19p_Amp CN_19q_Amp CN_1p_Amp CN_1q_Amp CN_20p_Amp CN_20q_Amp CN_21q_Amp CN_22q_Amp CN_2p_Amp CN_2q_Amp CN_3p_Amp CN_3q_Amp CN_4p_Amp CN_4q_Amp CN_5p_Amp CN_5q_Amp CN_6p_Amp CN_6q_Amp CN_7p_Amp CN_7q_Amp CN_8p_Amp CN_8q_Amp CN_9p_Amp CN_9q_Amp CN_Xp_Amp CN_Xq_Amp CN_10p_Del CN_10q_Del CN_11p_Del CN_11q_Del CN_12p_Del CN_12q_Del CN_13q_Del CN_14q_Del CN_15q_Del CN_16p_Del CN_16q_Del CN_17p_Del CN_17q_Del CN_18p_Del CN_18q_Del CN_19p_Del CN_19q_Del CN_1p_Del CN_1q_Del CN_20p_Del CN_20q_Del CN_21q_Del CN_22q_Del CN_2p_Del CN_2q_Del CN_3p_Del CN_3q_Del CN_4p_Del CN_4q_Del CN_5p_Del CN_5q_Del CN_6p_Del CN_6q_Del CN_7p_Del CN_7q_Del CN_8p_Del CN_8q_Del CN_9p_Del CN_9q_Del CN_Xp_Del CN_Xq_Del Amp_ABL2_1q21.3_mRNA Amp_ACSL3_2q36.2_mRNA Amp_ARNT_1q21.3_mRNA Amp_ATIC_2q36.2_mRNA Amp_BCL6_3q26.2_mRNA Amp_BCL9_1q21.3_mRNA Amp_BDH1_3q26.2_mRNA Amp_BLM_15q26.1_mRNA Amp_CASP8_2q36.2_mRNA Amp_CDC73_1q21.3_mRNA Amp_CREB1_2q36.2_mRNA Amp_CRTC3_15q26.1_mRNA Amp_EIF4A2_3q26.2_mRNA Amp_ERBB2_17q12_mRNA Amp_ETV5_3q26.2_mRNA Amp_FCGR2B_1q21.3_mRNA Amp_FEV_2q36.2_mRNA Amp_FGFR1_8p11.22_mRNA Amp_FGFR3_4p16.3_mRNA Amp_GMPS_3q26.2_mRNA Amp_HMGA1_6p21.31_mRNA Amp_IDH1_2q36.2_mRNA Amp_IDH2_15q26.1_mRNA Amp_IGF1R_15q26.1_mRNA Amp_IKZF2_2q36.2_mRNA Amp_KDM5A_12p13.33_mRNA Amp_LPP_3q26.2_mRNA Amp_MAP2K1_15q26.1_mRNA Amp_MCL1_1q21.3_mRNA Amp_MDM2_12q15_mRNA Amp_MDM4_1q21.3_mRNA Amp_MLF1_3q26.2_mRNA Amp_MPL_1p34.2_mRNA Amp_MUC1_1q21.3_mRNA Amp_NOTCH2_1p12_mRNA Amp_NTRK1_1q21.3_mRNA Amp_NTRK3_15q26.1_mRNA Amp_PAF1_19q13.2_mRNA Amp_PAX3_2q36.2_mRNA Amp_PBX1_1q21.3_mRNA Amp_PDE4DIP_1q21.3_mRNA Amp_PIK3CA_3q26.2_mRNA Amp_PML_15q26.1_mRNA Amp_PMS1_2q36.2_mRNA Amp_PRCC_1q21.3_mRNA Amp_PTPRC_1q21.3_mRNA Amp_SDHC_1q21.3_mRNA Amp_SF3B1_2q36.2_mRNA Amp_SOX2_3q26.2_mRNA Amp_TERC_3q26.2_mRNA Amp_TFRC_3q26.2_mRNA Amp_TPM3_1q21.3_mRNA Amp_TPR_1q21.3_mRNA Amp_TRRAP_7q22.1_mRNA Amp_WHSC1_4p16.3_mRNA Amp_WHSC1L1_8p11.22_mRNA Amp_WWTR1_3q26.2_mRNA Del_ABL1_9q22.33_mRNA Del_ACSL3_2q14.3_mRNA Del_AKT1_14q11.2_mRNA Del_ALDH2_12q24.33_mRNA Del_ALK_2q14.3_mRNA Del_ANKS1B_12q24.33_mRNA Del_ARID1A_1p36.11_mRNA Del_ARID2_12q12_mRNA Del_ATF1_12q12_mRNA Del_ATIC_2q14.3_mRNA Del_BAP1_3p21.31_mRNA Del_BCL11A_2q14.3_mRNA Del_BCL11B_14q11.2_mRNA Del_BCL7A_12q24.33_mRNA Del_BMPR1A_10q23.33_mRNA Del_BRAF_7q36.1_mRNA Del_BTG1_12q24.33_mRNA Del_BUB1B_15q15.1_mRNA Del_C2orf44_2q14.3_mRNA Del_CACNA1D_3p21.31_mRNA Del_CAMTA1_1p36.32_mRNA Del_CARS_11p15.4_mRNA Del_CASP8_2q14.3_mRNA Del_CCNB1IP1_14q11.2_mRNA Del_CCND2_12p13.1_mRNA Del_CDK4_12q12_mRNA Del_CDKN1B_12p13.1_mRNA Del_CHIC2_4p15.31_mRNA Del_CHN1_2q14.3_mRNA Del_CLTC_17q22_mRNA Del_CNOT3_19q13.33_mRNA Del_COX18_4p15.31_mRNA Del_CREB1_2q14.3_mRNA Del_CREB3L2_7q36.1_mRNA Del_CSMD1_8p23.2_mRNA Del_DDIT3_12q12_mRNA Del_DEK_6p25.2_mRNA Del_DICER1_14q11.2_mRNA Del_DNMT3A_2q14.3_mRNA Del_ECT2L_6q25.3_mRNA Del_EML4_2q14.3_mRNA Del_ERCC3_2q14.3_mRNA Del_ETV6_12p13.1_mRNA Del_EZH2_7q36.1_mRNA Del_EZR_6q25.3_mRNA Del_FANCC_9q22.33_mRNA Del_FAT1_4q34.3_mRNA Del_FBXO11_2q14.3_mRNA Del_FBXW7_4q34.3_mRNA Del_FEV_2q14.3_mRNA Del_FGFR1OP_6q25.3_mRNA Del_FGFR2_10q23.33_mRNA Del_FGFR3_4p15.31_mRNA Del_FHIT_3p21.31_mRNA Del_FIP1L1_4p15.31_mRNA Del_FNBP1_9q22.33_mRNA Del_FOXA1_14q11.2_mRNA Del_FSTL3_19p13.3_mRNA Del_GATA3_10p15.3_mRNA Del_GNA11_19p13.3_mRNA Del_GOLGA5_14q11.2_mRNA Del_GOPC_6q25.3_mRNA Del_GPHN_14q11.2_mRNA Del_HMGA2_12q12_mRNA Del_HOXC11_12q12_mRNA Del_HOXC13_12q12_mRNA Del_HOXD11_2q14.3_mRNA Del_HRAS_11p15.4_mRNA Del_IDH1_2q14.3_mRNA Del_IKZF2_2q14.3_mRNA Del_IL2_4p15.31_mRNA Del_IMMP2L_7q36.1_mRNA Del_IRF4_6p25.2_mRNA Del_KDR_4p15.31_mRNA Del_KIAA1549_7q36.1_mRNA Del_KIT_4p15.31_mRNA Del_KLF4_9q22.33_mRNA Del_KLK2_19q13.33_mRNA Del_KTN1_14q11.2_mRNA Del_LMO1_11p15.4_mRNA Del_LRIG3_12q12_mRNA Del_LRP1B_2q14.3_mRNA Del_MAP2K1_15q15.1_mRNA Del_MAP2K2_19p13.3_mRNA Del_MAP2K4_17p12_mRNA Del_MAX_14q11.2_mRNA Del_MDM2_12q21.33_mRNA Del_MDS2_1p36.32_mRNA Del_MET_7q36.1_mRNA Del_MLLT1_19p13.3_mRNA Del_MLLT4_6q25.3_mRNA Del_MSH2_2q14.3_mRNA Del_MSH6_2q14.3_mRNA Del_MYB_6q25.3_mRNA Del_MYCN_2q14.3_mRNA Del_NACA_12q12_mRNA Del_NCOA1_2q14.3_mRNA Del_NEDD9_6p25.2_mRNA Del_NFE2L2_2q14.3_mRNA Del_NFKB2_10q23.33_mRNA Del_NIN_14q11.2_mRNA Del_NR4A3_9q22.33_mRNA Del_NT5C2_10q23.33_mRNA Del_NUP214_9q22.33_mRNA Del_NUP98_11p15.4_mRNA Del_OLIG2_21q11.2_mRNA Del_OMD_9q22.33_mRNA Del_PARK2_6q25.3_mRNA Del_PAX3_2q14.3_mRNA Del_PAX7_1p36.32_mRNA Del_PAX8_2q14.3_mRNA Del_PBRM1_3p21.31_mRNA Del_PCM1_8p23.2_mRNA Del_PDGFRA_4p15.31_mRNA Del_PHF3_6q25.3_mRNA Del_PHOX2B_4p15.31_mRNA Del_PIK3R1_5q14.2_mRNA Del_PML_15q15.1_mRNA Del_PMS1_2q14.3_mRNA Del_POT1_7q36.1_mRNA Del_PPP2R1A_19q13.33_mRNA Del_PPP2R2A_8p23.2_mRNA Del_PRDM1_6q25.3_mRNA Del_PRDM16_1p36.32_mRNA Del_PTEN_10q23.33_mRNA Del_PTPN11_12q24.33_mRNA Del_RAP1GDS1_4p15.31_mRNA Del_RB1_13q14.2_mRNA Del_REL_2q14.3_mRNA Del_RNF43_17q22_mRNA Del_ROS1_6q25.3_mRNA Del_RPL22_1p36.32_mRNA Del_SDHB_1p36.32_mRNA Del_SET_9q22.33_mRNA Del_SETD2_3p21.31_mRNA Del_SF3B1_2q14.3_mRNA Del_SH2B3_12q24.33_mRNA Del_SH3GL1_19p13.3_mRNA Del_SLC34A2_4p15.31_mRNA Del_SMAD4_18q21.2_mRNA Del_SMARCA4_19p13.2_mRNA Del_SMO_7q36.1_mRNA Del_STK11_19p13.3_mRNA Del_SUFU_10q23.33_mRNA Del_SYK_9q22.33_mRNA Del_TAL2_9q22.33_mRNA Del_TCF12_15q15.1_mRNA Del_TCF3_19p13.3_mRNA Del_TCF7L2_10q23.33_mRNA Del_TCL1A_14q11.2_mRNA Del_TCL6_14q11.2_mRNA Del_TET2_4p15.31_mRNA Del_TFPT_19q13.33_mRNA Del_TLX1_10q23.33_mRNA Del_TNFAIP3_6q25.3_mRNA Del_TNFRSF14_1p36.32_mRNA Del_TRIP11_14q11.2_mRNA Del_TSHR_14q11.2_mRNA Del_TTL_2q14.3_mRNA Del_VTI1A_10q23.33_mRNA Del_WHSC1_4p15.31_mRNA Del_WIF1_12q12_mRNA Del_WWOX_16q23.1_mRNA Del_XPA_9q22.33_mRNA Del_XPO1_2q14.3_mRNA Del_ZMYND11_10p15.3_mRNA Del_ZNF132_19q13.33_mRNA Del_ZNF331_19q13.33_mRNA Del_ZNF384_12p13.1_mRNA TCGA-2J-AAB1 65 1 66 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma-other subtype yes 25 1962 r0 7 white NA 424.26.0 1 1 NA NA 1 1 1 1 1 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 4 2 0 0 0 0 0 2 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.190291e-06 7.282186e-07 9.60823227 3.35669317 4.32192809 NA 7.58276146 13.60213304 6.41558799 3.05184190 6.87726573 7.75553924 10.39325959 3.87126212 10.78575152 11.23646930 10.62526337 9.92943892 9.72841834 9.34267096 11.88006878 3.91857705 11.16005589 -0.03563834 10.70373482 7.71256896 9.80121541 6.07290112 5.24977905 12.27527285 NA 10.31199744 2.13428666 9.15296495 3.13430310 9.50547277 8.34375424 8.55309089 -0.03563834 8.76365756 1.54932416 5.00876923 9.74982854 15.42414388 8.55496329 7.35239307 9.35239329 10.93340282 9.71592013 14.25860194 9.18354457 -1.03563834 3.48793648 8.30054796 15.26881654 8.39937962 9.90615734 1.28628976 10.00329513 -1.03563834 9.35346952 9.13179421 8.20755029 -0.03563834 2.54934881 7.63326118 2.66482413 8.78135971 1.77171659 10.00877021 0.54932416 5.85919434 9.21940475 8.83935750 8.80829720 8.98951570 13.20516742 3.48793648 11.74286396 8.74573583 5.03046410 14.94788190 9.56056594 6.00876923 7.23490459 10.58597016 9.50062322 3.28630455 -1.03563834 9.02101382 9.45020541 7.84701912 8.55121607 10.08785091 5.66481560 14.32103438 9.87726542 11.05779364 9.78055978 11.76830539 10.25439492 8.52470899 4.48793648 5.21230474 10.81557855 9.90689060 9.10077770 NA 11.66286372 11.70815865 10.82268355 9.97736365 11.31945186 11.19259353 9.13930167 8.16159297 6.29529324 10.23758893 12.65229848 9.79409886 -1.03563834 4.00877371 7.28630455 11.64341628 11.13961377 12.79241337 7.74901126 6.62971215 9.47810362 6.25208824 7.57540083 10.55919983 10.89363448 11.62837887 6.94736927 9.95448002 9.00603513 3.87126212 1.54932416 11.78195937 5.44010839 1.96436166 10.69484625 13.01626474 0.96436166 9.97140330 6.82856177 10.43909605 5.85919434 8.45221611 9.66394852 11.00089317 9.35346952 10.49916533 3.28630455 6.73916358 8.93735587 7.87426889 10.80239818 NA 11.18475443 11.50135176 10.10008541 4.69229886 8.16159297 6.73916358 0.00597000 0.00597000 0.00597000 0.00374650 0.00221930 0.00221930 -0.00016923 -0.36031000 0.11184000 0.00158670 0.00158670 0.00158670 -0.00055444 -0.01656700 -0.01656700 -0.01656700 0.00277450 -0.04915400 0.26891000 -0.00290910 0.04992500 -0.00556660 -0.00344100 -0.02493500 -0.02493500 0.00652620 -0.41157000 0.00374650 0.00221930 -0.00016923 0.00416320 0.00416320 0.00896580 -0.36031000 -0.36031000 -0.38609000 0.11184000 0.00158670 -0.87658000 -0.00055444 -0.00107740 0.00000000 0.04982400 -0.01656700 -0.01656700 -0.01656700 -0.01656700 -0.00041585 -0.00401620 0.00277450 -0.00124730 -0.04915400 -0.01188700 -0.00290910 -0.06289800 0.04992500 -0.00556660 -0.02958400 0.02732600 0.04202400 -0.02493500 -0.02493500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 -0.360 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 9.214674 10.513198 10.224708 10.650439 10.112217 8.972805 9.291929 5.705842 9.590085 9.358839 9.620801 10.515123 13.061997 13.202408 10.206359 7.695695 3.286305 10.719264 9.895852 9.743275 11.570927 11.386704 10.728833 10.030465 7.499651 10.500137 8.358839 10.189186 13.390117 10.229991 9.217313 6.202780 4.093662 14.947882 11.570087 3.212305 4.356693 10.641655 NA 10.489897 10.833584 8.617221 11.975953 7.518965 10.467208 9.595553 10.614530 12.476252 3.918577 -1.035638 10.447688 13.095590 11.528354 10.307440 10.003981 10.131167 9.209132 10.65873401 10.51319798 11.46695930 13.08615242 -0.03563834 3.28630455 10.78575152 9.27385247 8.13179421 10.65043886 10.48646711 5.24977905 8.25208824 8.94165596 8.35669361 7.17869473 12.39874369 7.42839116 7.80357966 8.79409870 8.47217093 10.29192869 9.59008492 9.08590952 9.83858909 10.78335761 10.06240818 8.58825740 7.72259922 12.62904557 10.12109119 7.90395533 9.62080100 10.46372370 0.54932416 9.71713300 10.56614692 9.77494779 8.09108042 -0.03563834 10.87426920 9.82002319 10.40212813 7.46820207 14.37436361 7.94736985 12.20844255 9.94237140 8.25899701 3.28630455 6.97616197 10.06766386 9.89585228 6.92437785 9.49696579 9.81143346 8.39691812 11.03147425 9.69399686 9.27725903 10.38117358 9.20039032 8.36070270 6.74573616 5.35669317 NA NA 9.43198163 11.38670373 7.49965139 0.54932416 6.62258779 5.70584247 9.19078817 8.13430104 8.78135971 11.22500162 0.54932416 11.97455448 2.13428666 10.67561290 2.28628976 10.18918570 11.27271510 8.93448200 10.89548289 10.22999113 0.54932416 11.49502629 10.52757240 10.66090901 8.74573583 9.46521803 7.21704164 5.03046410 13.70204596 10.29136723 10.91493198 11.68950373 10.95589796 9.00466571 5.94165567 10.81417211 10.55963358 11.04585950 NA 7.72924753 5.15420243 NA NA 8.28630408 9.78055978 11.09365914 11.24130304 10.74982854 -0.03563834 10.74080911 11.97595280 7.51896467 8.65262631 12.64220582 10.01013573 9.12802578 8.47217093 11.31282761 10.65960440 9.56521825 10.19319477 5.78455633 10.23758893 2.28628976 12.65229848 9.82157948 12.25569071 10.87464406 12.47625226 9.23583905 11.32878436 9.83010936 10.55919983 11.37588709 8.41970321 10.32247779 9.09108069 10.61901209 -0.03563834 10.34754032 10.72841834 10.51608431 2.42382017 4.93246753 8.80357998 8.35523303 5.74573482 10.08331710 11.46106761 9.45020541 1.28628976 8.62258742 8.72758832 10.00398065 1.54932416 7.43605104 8.09365894 11.47785696 10.61228421 5.97560267 7.61183484 10.27100750 TCGA-2J-AAB4 48 0 NA 729 pancreas stage iib t2 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 0 white NA 424.26.0 2 2 NA NA 2 1 1 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 2 2 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 4 0 0 0 0 0 5 2 2 0 3 0 0 0 0 0 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352406e-06 5.201562e-07 9.7807523 1.3364548 3.7056573 -1.2484506 7.1523447 13.6915952 7.1265042 -1.2484506 8.0733934 8.0643483 10.3601820 4.6094477 10.9560363 11.4802339 10.9508308 9.6233703 9.7855764 9.6762776 11.0982559 3.1437852 11.2266919 2.2108875 11.4114610 8.3550916 9.9338595 9.9657843 4.8599894 13.8822368 -1.2484506 9.6740496 4.9412895 8.6969091 4.7958604 9.2592598 8.5668486 7.6881034 -1.2484506 7.6493108 -0.2484506 6.6643548 9.2271986 14.9637335 8.6762776 7.6462829 9.5328248 10.3227438 9.3156147 14.8407708 8.9742600 1.3364548 5.7172487 8.8988737 14.8913562 8.0643483 9.6055543 1.7514637 10.3265269 -1.2484506 8.5262523 9.1555423 8.3826422 -0.2484506 1.5588064 7.7230090 3.1437852 8.0620780 1.9213982 9.8047123 2.2108875 6.7458182 8.8162080 8.5393678 8.8922951 8.7186914 12.1095669 6.8599894 12.0556739 8.5458811 4.5843552 15.3775449 9.7265966 6.4379651 7.9345796 10.1613864 10.0304953 2.3364262 NA 9.1166941 9.2190707 8.4844806 8.6703284 9.8820357 6.8807480 14.2215520 10.7965422 11.2990827 9.7401499 11.9722969 10.0586660 8.2251708 6.4379651 5.7172487 10.8041690 10.1756315 9.5088553 NA 11.1685265 11.5377348 10.3485447 10.1198898 11.2093590 10.9880774 8.7186914 8.0135600 5.8910157 9.1798253 12.4762987 10.0047217 NA 3.5063480 6.8229277 12.2425667 10.8697574 12.8827595 7.6341082 6.0460850 9.5580148 6.6182489 7.3989232 9.8786406 11.4806610 11.9452985 7.5163367 10.3260587 9.3780867 7.0275898 2.7514637 11.6417294 3.3364262 2.0734090 10.8246026 12.0087056 3.9213887 9.9144857 6.8755860 10.0281712 6.1265042 8.4674270 9.3146614 11.4729916 8.9263909 10.2067924 2.7514637 6.7114674 8.9062833 7.2067927 10.6141026 -0.8262329 10.9618321 11.7442265 10.3241654 5.0733918 7.2944967 7.7429871 0.05053400 0.05053400 0.05053400 0.00958830 -0.00138580 -0.00138580 -0.00664320 -0.29780000 -0.00034019 -0.29638000 -0.29638000 0.18404000 -0.00484610 -0.29071000 -0.29071000 -0.28928000 0.00917050 -0.28560000 0.00055459 0.27726000 0.03214000 2.23420000 0.00083195 -0.23472000 0.31819000 0.05053400 0.05053400 0.00958830 -0.00138580 -0.00664320 -0.00664320 -0.00664320 0.00471900 -0.29780000 -0.29780000 -0.00415460 -0.00034019 -0.30077000 -0.00484610 -0.00484610 0.00000000 0.00000000 0.08904900 -0.29071000 0.00597000 -0.28928000 -0.28928000 0.02735700 0.00013863 0.00917050 0.00194180 -0.28560000 -0.28477000 -0.01230000 -0.31541000 0.03214000 -0.26637000 -0.00290910 -0.01945200 -0.02493500 -0.23472000 -0.23472000 0.000 0.000 0.000 0.000 -0.291 -0.289 0.000 0.000 0.000 0.000 0.000 -0.286 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.291 0.000 0.000 0.000 -0.112 0.184 0.000 0.000 -0.235 -0.235 0.000 0.000 0.000 0.000 -0.291 -0.289 0.000 0.000 0.000 0.000 0.000 -0.286 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.291 0.000 0.000 0.000 -0.112 0.184 0.000 0.000 -0.235 -0.235 9.249317 10.871703 10.049528 10.713638 11.005608 9.282847 8.825607 6.100193 9.332666 9.356945 9.806069 10.546287 12.985023 12.411461 8.980284 9.006494 6.046085 10.745465 10.723727 9.963353 11.130180 11.433143 11.344856 10.327004 8.311798 9.940054 9.213967 10.867673 13.621300 9.864556 9.688839 8.280896 4.479386 15.377545 12.008706 4.243319 3.143785 13.267227 NA 10.890697 11.105439 8.453638 11.755159 7.798589 10.091872 9.454503 10.523367 12.477790 4.658354 -1.248451 11.529131 13.090410 11.221074 10.255360 10.650067 9.855409 9.587176 10.7968836 10.8717031 12.1044741 11.8234302 1.3364548 5.1265062 10.9560363 8.9238926 7.9313740 10.7136382 10.5171656 6.6462836 7.1777295 8.6141025 8.6807234 7.3476550 12.4450610 7.9166737 6.8755860 9.0345536 9.0529614 10.3610964 9.3326656 9.0868554 9.6063336 10.7682734 9.5096883 8.7514651 7.3698503 12.5455764 9.7415691 8.1502088 9.8060694 10.9465297 2.5588309 9.9634994 10.6318139 10.0512455 8.7958591 1.3364548 11.1706353 9.6947126 10.3132304 8.0598041 14.6597640 8.2413130 12.2489428 10.1486050 8.8481804 6.0460850 8.2259420 10.1226973 10.7237270 7.2067927 9.3561110 9.8356091 6.3439230 12.5990119 5.2592612 9.4078900 10.4061012 9.5673928 8.1672069 4.4793858 3.8389316 NA NA 8.9910637 11.4331428 8.3117978 1.0734090 6.8013139 5.4519034 9.0217604 7.8729986 8.2730654 10.5377348 0.3363977 11.8910165 5.2108953 10.0818219 3.1437852 10.8676726 11.0463731 8.7429871 10.2342732 9.8645562 -1.2484506 11.2614875 10.3776305 11.8045426 8.5458811 9.7344588 5.2592612 3.6583600 13.4439172 10.2327600 10.6039947 11.3640411 11.3038941 9.1254179 6.5063528 11.1703719 9.9730523 10.9100748 NA 6.1693177 5.3808229 NA NA 8.3680140 9.7401499 10.9018472 10.2827979 10.7475855 -0.2484506 10.1576702 11.7551587 7.7985891 8.9276384 12.1465976 9.7429871 9.2443198 9.4061012 11.1703719 10.5784108 9.3908059 9.0801401 6.4025175 9.1798253 3.9213887 12.4762987 10.2557876 12.3763748 10.8060694 12.4777898 9.8626008 11.2309928 10.4283037 9.8786406 11.3652546 8.8053911 10.1766811 8.9024818 10.8612958 1.0734090 10.2954636 10.2078195 10.5708460 1.9213982 3.6094477 9.1724780 8.9966850 1.3364548 11.5784108 11.3494455 9.7465256 0.3363977 9.4300653 8.7593193 10.6500666 NA 7.8229277 7.9946391 11.6781318 10.4583928 6.2592593 8.4274222 9.7422783 TCGA-2J-AAB6 75 1 293 NA pancreas stage iia t3 n0 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white NA 424.26.0 2 3 NA NA 3 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 1 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 2 0 6 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.635458e-06 9.362811e-07 9.8333340 NA 4.1802036 NA 7.2428121 14.2971727 7.1268707 -0.7739848 7.5388865 7.7377564 10.5428509 3.9264454 10.8653444 11.5282484 10.9937743 9.2442037 6.9333625 9.3332207 11.8411735 2.8109572 11.6989483 2.2260152 11.2386282 8.1208216 10.2967954 4.5114048 3.2259998 6.8770559 0.2260152 6.5206250 0.8109777 7.9908755 4.1802036 8.8931152 9.1208213 7.7844242 NA 8.1975475 0.2260152 3.1328894 7.9539240 15.1250537 8.0557266 9.9316361 8.7977562 10.0581026 10.3442959 15.6832082 8.8053195 2.8109572 4.3959265 9.0600479 13.9527540 8.5813546 9.2988063 3.2259998 10.2518353 NA 5.8842145 8.4739314 8.7612790 5.1086457 1.8109777 7.7651628 2.6854244 8.3934218 0.2260152 10.6496448 NA 13.0175736 8.3757506 8.3081529 9.5171743 8.3423476 11.8386418 8.2594264 11.9468892 9.2061433 6.1208205 15.6243466 11.1219576 6.6854356 7.5440495 10.0501669 5.6183209 NA NA 9.1055869 9.6833845 6.0839856 7.8877817 9.1055869 4.9264454 14.3699847 9.9900459 10.7651625 10.0847618 11.3855597 9.8635342 7.7573853 6.4451721 6.3134672 10.7236609 9.4378921 9.7258495 NA 9.8333340 12.5072093 10.3161161 10.0479928 10.4034233 11.2351325 8.6564563 8.4667951 4.7495664 8.4427495 12.7123359 10.0691396 NA -0.7739848 6.2594269 12.0742354 9.8680553 13.0769718 7.2483716 6.5479325 9.5021281 8.3197119 7.0204200 9.5240891 9.4997993 10.8944455 5.7337990 9.0301346 9.1685182 4.3134635 7.4644085 12.2594267 2.6854244 -0.7739848 9.8589989 12.1849188 2.6854244 10.2281154 8.1117001 10.2778924 5.9539240 8.2032834 9.3279794 11.2549457 8.5320652 10.3416976 0.2260152 8.1772885 9.2580494 6.9741966 10.0365753 -0.5230481 11.1696174 12.5664102 10.8944455 4.3552841 7.7651628 8.0073632 0.51490000 -0.00304750 0.96144000 0.02146300 0.53169000 0.53169000 0.51856000 -0.01367700 0.53590000 3.65690000 -0.00526100 -0.01921400 -0.03914800 -0.04319500 -0.01285100 0.01349200 -0.02425100 -0.05745600 -0.05745600 0.33027000 -0.06303200 0.92189000 1.90060000 -0.06960000 2.36350000 0.46947000 0.47771000 0.02146300 0.53169000 0.51856000 -0.00055444 -0.59166000 -0.00719580 -0.01367700 -0.01367700 0.00000000 0.53590000 -0.60835000 -1.13820000 -0.03914800 -0.00498440 -0.00843850 -0.01050800 0.49718000 -0.00470790 0.01349200 -0.04098600 1.00010000 0.50950000 -0.02425100 -0.01285100 -0.04907600 -0.04793600 0.53766000 -0.58726000 -0.06303200 0.92189000 -0.03410900 -0.05388100 -0.05388100 -0.06960000 -0.06960000 0.000 0.000 0.000 0.461 0.000 0.000 1.018 0.510 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.922 0.504 0.504 0.000 0.960 0.000 0.000 0.000 0.000 0.532 0.532 0.519 0.000 0.000 0.000 0.000 0.000 0.536 0.536 -0.538 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.461 0.000 0.000 1.018 0.510 0.000 0.000 0.000 0.000 0.000 0.000 -0.566 0.000 0.922 0.504 0.504 0.000 0.960 0.000 0.000 0.000 0.000 0.532 0.532 0.519 0.000 0.000 0.000 0.000 0.000 0.536 0.536 -0.538 0.000 0.000 0.000 0.000 0.000 10.578047 10.355931 10.065207 10.693609 9.854449 9.443961 8.532065 6.741703 8.679274 10.009002 9.576943 9.680303 13.495496 11.519188 9.590138 8.120822 6.953924 11.471259 8.132895 10.260115 14.641109 10.932931 10.169251 10.242812 8.313467 9.275852 7.984227 11.080007 14.025488 9.810027 9.549058 8.587947 3.132889 15.624347 10.983394 5.334529 3.685436 11.223889 NA 9.909876 11.141883 8.450005 11.649907 7.400929 10.810496 8.538887 10.938961 12.465751 3.132889 NA 10.246984 13.922971 11.418894 10.762596 11.064814 12.431644 8.879637 10.6673917 10.3559306 12.4563244 10.1448669 0.8109777 2.5479433 10.8653444 7.9640959 8.7258495 10.6936093 10.9019607 4.8984309 4.5114048 8.2758521 8.0870905 7.1917877 12.9789069 8.0580708 6.5835552 7.3397458 9.3227189 10.5736250 8.6792742 9.3552868 9.0252852 10.4822124 10.1170278 8.8090864 8.8072042 13.0880598 10.6475426 7.9019608 9.5769429 11.3684299 1.5479433 9.4015656 10.9385307 10.1177874 8.6751522 1.2260152 10.2826413 9.6741200 10.6621946 8.2316282 14.7607625 7.0901897 11.9188371 10.1852812 8.0269035 6.9539240 7.7439882 7.8913396 8.1328945 4.9264454 9.9782003 9.1582184 6.8698603 12.7845440 7.9436799 8.6627154 11.2428120 10.0440185 8.7534805 9.9151281 5.8259153 -0.7739848 NA 10.1283787 10.9329313 8.3134667 NA 7.2032834 3.6854356 8.1448667 7.9607133 7.0777525 9.6268832 NA 12.6164414 5.4739297 8.0269035 4.3959265 11.0800071 11.4866292 8.8462234 10.0389832 9.8100266 0.8109777 13.0161485 10.4354570 11.5761141 9.2061433 9.2621773 4.5835552 2.5479433 13.9714154 9.4354571 10.0147220 10.6593492 11.3368132 10.1567411 6.5114064 10.6910599 9.8689579 10.7480947 NA 6.6606320 3.9264454 NA NA 8.1831058 10.0847618 9.9342254 10.6141394 10.3410473 NA 9.4751171 11.6499074 7.4009289 9.1388930 13.5579003 9.3706619 10.5999563 5.4739297 11.1867297 10.9666277 9.8653443 10.8567259 3.9808936 8.4427495 3.8698615 12.7123359 10.8231251 12.7917008 10.7877690 12.4657513 9.7057839 11.5366164 4.6522685 9.5240891 11.5067744 8.0139061 10.2778924 9.0429874 8.2511434 -0.7739848 10.4494021 10.5830057 9.5879474 -0.7739848 NA 8.7298294 10.0322633 1.2260152 10.9006373 10.7320187 9.4904462 NA 9.3068211 8.3084988 11.0648137 NA 7.1743705 7.6480685 11.7078031 10.0955975 4.6183209 8.8608148 9.3371393 TCGA-2J-AAB8 71 0 NA 80 pancreas stage iib t3 n1 m0 26-3-2015 male 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r1 3 white NA 424.26.0 2 1 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 7 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2.25401e-06 7.975728e-07 9.24623111 2.23278353 6.61128011 NA 7.32869377 15.33975713 7.66572816 -0.08911387 7.53289277 8.22825352 10.47499031 3.81773580 10.67902523 11.26879970 11.24678946 9.92904103 8.74373105 9.88094673 10.94219749 3.81773580 11.68191760 3.08075998 11.08389333 7.51075388 10.28696626 8.76259000 0.91080940 9.75633098 1.49579748 9.80414248 5.19624113 9.11541202 3.81773580 9.61992466 7.99298987 8.43440263 NA 8.82073391 2.91084777 5.84157818 9.02718475 15.31242041 8.53654952 8.13965981 9.82522594 10.48164527 12.14176195 14.09043900 9.30958458 NA 7.01936499 8.24904232 13.59185961 7.65230794 9.76570927 3.81773580 11.09323525 NA 8.73738932 8.57617669 8.88812069 1.49579748 2.71819721 7.63876098 -0.08911387 9.10559768 4.23276819 10.42752583 1.49579748 6.73102028 9.19392916 8.35378421 9.14446043 9.79501134 12.42604789 4.61127863 12.37768207 8.81472280 6.51075309 14.85929936 9.70200381 7.69874355 8.23060316 10.05931742 2.91084777 2.71819721 0.91080940 9.37436529 10.01150319 6.30315788 7.88812099 9.80262460 4.61127863 13.99232431 9.54019741 10.88740502 9.84895025 11.92869321 9.43440284 7.92764939 6.92206818 4.81773069 10.91114373 9.97153680 9.84600588 0.91080940 9.55469705 12.19306057 10.74437935 10.29262176 10.34859295 11.14086133 8.53654952 8.67571257 5.33710449 9.50142800 12.42654071 9.67239210 -0.08911387 2.71819721 6.75633081 12.03431567 11.49015678 13.59788843 8.00359774 5.84157818 9.29454517 7.49128793 7.71819584 9.75319117 8.68891817 11.21176537 6.28588119 9.62680287 9.59207931 4.99830384 2.49579748 12.00689712 6.38657473 2.71819721 11.07951298 12.02783455 3.71819721 9.63364844 6.99830384 9.56009702 3.99830384 8.44999956 9.49580327 11.63620711 9.55108588 9.88955127 5.12029387 6.82970371 9.47308329 7.68562764 10.69874347 0.31138686 10.75476193 11.70525672 10.96272954 5.63876026 8.09074971 5.43440138 -0.0785440 -0.0847290 0.3677200 0.0899960 -0.0990770 1.5630000 -0.1640800 -0.0011087 0.1099400 -0.1582200 1.4767000 0.0110850 -0.0134020 0.1616000 0.1616000 -0.1639600 0.0985550 -0.0015243 -0.0015243 0.1813200 0.1337600 0.1337600 -0.0019399 0.2536900 -0.1008000 -0.0785440 -0.0785440 0.0899960 -0.1663100 -0.1640800 -0.0297210 -0.2931900 0.0393040 -0.0011087 -0.0011087 -0.0899640 -0.0043889 -0.1722100 -0.0134020 -0.0134020 -0.0073563 0.0600790 0.0000000 0.1616000 0.1616000 -0.1639600 -0.1750000 0.2839000 -0.0603450 0.1023500 0.1386400 -0.0015243 -0.0015243 0.5062000 -0.3503000 0.1337600 0.1337600 0.1379100 -0.1743600 -0.1743600 0.2536900 -0.0858550 0.000 0.000 0.000 0.000 -0.002 -0.164 0.284 0.000 0.000 0.148 0.148 0.000 0.000 0.538 0.188 0.134 0.134 0.000 0.155 0.000 0.000 0.138 -0.174 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.110 0.110 -0.172 -0.172 0.000 0.000 0.254 0.000 0.000 0.000 0.000 0.000 -0.002 -0.164 0.284 0.000 0.000 0.148 0.148 0.000 0.000 0.538 0.188 0.134 0.134 0.000 0.155 0.000 0.000 0.138 -0.174 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.110 0.110 -0.172 -0.172 0.000 0.000 0.254 0.000 9.87518168 11.37589703 10.27716312 11.38556084 9.73579953 9.96068937 8.70200364 7.08076637 9.96476668 9.72782450 9.84895025 10.01936527 13.13815596 13.12288121 9.79958405 6.78120494 NA 11.25735460 8.73101994 10.30423129 12.10201115 12.07480494 10.61820001 10.44222228 7.45773546 10.44027142 9.08076584 10.35095222 13.52440014 9.88238444 9.88955127 8.69547574 4.23276819 14.85929936 11.27004134 1.91084777 3.71819721 10.13965955 NA 10.41863555 11.01150319 8.97153666 11.56592432 8.40669610 10.87229057 9.12758685 11.44514374 12.75102869 5.43440138 -0.08911387 11.17176039 13.67550516 11.93149448 10.23115625 9.72301820 9.81923356 8.88149333 11.15282404 11.37589703 11.80755167 12.01281652 2.91084777 2.23278353 10.67902523 9.47499041 8.85335541 11.38556084 10.46158770 4.49580387 7.69220050 8.51075388 9.17762733 6.70525637 11.14805083 8.07494315 7.41068708 7.04012421 8.70200364 10.27059038 9.96476668 8.91646530 10.45869933 11.14625681 10.30315834 8.27716324 8.55829940 13.91022435 10.10190006 8.22372372 9.84895025 11.03043051 2.71819721 9.96297421 11.01609463 10.07449058 8.91646530 1.91084777 10.85115443 10.13242801 10.70444414 7.59032132 12.98949205 7.56189278 12.11418887 10.03496220 7.81170799 NA 8.07051062 9.53837481 8.73101994 5.52555213 9.40068884 9.81773149 9.02458315 10.57172809 8.56905241 8.91365598 10.51353970 10.30100980 8.15401504 6.38657473 7.23276915 3.08075998 NA 9.49015673 12.07480494 7.45773546 NA 6.86503665 6.46542927 8.96883265 8.38657430 7.20546192 9.46350986 6.30315788 11.87554272 NA 9.98498232 0.91080940 10.35095222 10.87878756 9.09074998 10.44708808 9.88238444 0.91080940 11.30905013 10.56905232 10.76180900 8.81472280 9.34129331 7.63194023 4.66572816 13.79243284 9.77502699 10.42456849 11.62588479 10.56547694 9.58856043 7.94426403 11.24511413 10.26729280 10.91365590 NA 8.13000933 4.86503789 NA -0.08911387 7.94975961 9.84895025 10.68645115 10.91013624 10.40769467 -0.08911387 10.25513683 11.56592432 8.40669610 8.74056367 12.66823088 9.72942310 9.52555076 8.13484264 11.12090333 10.75946380 9.48826976 10.78735777 5.81773069 9.50142800 3.61127863 12.42654071 9.97288705 12.58966105 10.41367267 12.75102869 9.27716300 11.06122286 7.00887341 9.75319117 11.51353975 9.08826035 10.24511413 8.99298987 10.17528344 NA 10.92904103 11.11602322 10.29021922 2.91084777 NA 8.98765654 8.55220644 2.91084777 9.83713686 10.51962240 9.79195485 -0.08911387 9.76882182 9.00739792 9.72301820 3.61127863 7.96612357 8.04012366 11.79004119 10.75083191 5.84157818 8.11541202 10.38353172 TCGA-2J-AAB9 70 1 627 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 6 white NA 424.26.0 1 2 NA NA 2 1 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 6 0 0 0 0 0 0 0 0 4 2 2 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 1.179021e-06 3.814478e-07 9.8347607 2.4219907 5.1444462 NA 7.9074057 14.4809179 6.9074063 3.2699757 6.8279714 8.0773311 9.9329411 4.3479774 10.7830456 11.4467808 11.3444149 9.7055306 9.3046222 9.4966559 11.7922306 4.6850150 11.3544892 1.1000357 11.2202889 7.8549388 10.1293383 5.9329399 4.4923660 13.5606349 NA 9.9533606 4.2699757 9.8781282 3.1000525 9.7275849 9.0069417 8.1553333 NA 8.4219790 NA 5.4923692 9.0009177 15.7845257 8.3336706 5.4923692 9.7366756 10.0844695 10.5645968 14.7703753 8.9704157 1.6849982 5.4576041 7.5011867 14.3628065 8.1334741 9.6353263 1.6849982 10.3527165 0.1000357 5.3854517 8.3946719 8.6236130 2.9074099 2.4219907 7.3196071 3.4219773 8.2497980 3.1000525 10.3276669 1.1000357 7.7221026 9.1768665 8.6196874 9.9455411 8.9361014 11.2440719 6.2898750 12.1151175 8.6962408 4.7439081 11.7004286 9.7257599 5.7439081 7.0691780 10.1954480 8.1168591 1.6849982 3.5594796 9.1471749 9.4794294 8.8347605 7.7147607 9.5325930 6.1000504 14.2106974 10.0787615 10.6565571 9.9345221 11.3848751 10.2886399 8.3192196 7.1224191 4.9074051 10.8485877 10.2497981 9.6353263 1.1000357 15.1418813 11.6637240 10.7300633 10.2899249 10.8074101 11.4208516 9.1928081 8.6392097 5.1000525 9.2972678 12.5128855 9.7348620 NA 3.9074099 6.7439067 12.1738579 10.5594826 13.5634477 8.5051927 5.3095036 9.9218250 6.5919038 7.5757843 10.3900698 11.5046604 11.3509416 5.8279714 9.3336706 9.4923684 5.0542494 1.6849982 11.4859134 5.0069398 0.1000357 11.4015472 12.5476509 NA 9.8566073 7.2898760 9.7917945 5.8814101 9.1168593 9.5094419 11.4129340 9.4332063 9.9887943 1.1000357 6.6078452 9.4083900 7.8748381 10.6118037 NA 10.9447568 11.5294577 10.3912217 4.1875144 7.8682355 7.3574385 -0.03844200 -0.03844200 -0.03844200 0.03764100 -0.01996300 0.00000000 -0.05104600 -0.02972100 0.03566500 0.00210930 0.00210930 0.03242200 0.00402430 -0.01230000 -0.01230000 -0.01230000 0.00208050 0.03439500 0.03439500 -0.09406400 -0.00553750 -0.00553750 0.01391100 -0.00083160 -0.00083160 -0.03844200 -0.03844200 0.03764100 -0.01996300 -0.05104600 -0.05104600 -0.05104600 -0.04468600 -0.02972100 -0.02972100 -0.08187100 0.03566500 -0.14361000 0.00402430 0.00402430 0.07009900 -0.07147200 -0.04202700 -0.01230000 -0.01230000 -0.01230000 -0.01230000 0.05679800 0.00221930 0.00208050 0.00041593 0.03439500 0.03439500 -0.09406400 -0.09406400 -0.00553750 -0.00553750 -0.01972600 -0.05064100 -0.05064100 -0.00083160 -0.00083160 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.844885 10.307065 10.208575 10.765387 10.319219 9.352716 7.913832 6.100050 9.200713 9.639210 9.557432 10.429847 12.940042 12.227723 9.299723 7.786551 4.187514 11.542476 10.419723 9.800491 12.821458 11.213142 11.511562 11.027088 7.874838 10.272479 7.758263 10.252336 13.149559 9.942401 9.321638 7.800491 4.421977 11.700429 11.833490 3.421977 5.492369 10.325258 NA 10.898523 10.747509 8.403832 11.153298 7.765387 10.508381 9.466373 10.528411 12.497458 4.743908 NA 10.484835 12.997707 11.368833 10.428288 9.937679 9.589899 9.249392 11.3644936 10.3070653 11.9761842 11.4647329 2.9074099 4.8004910 10.7830456 8.9106226 8.7110757 10.7653870 10.7627194 7.2085758 7.0425655 8.8108576 8.8039545 7.1112786 12.3131552 7.3095045 7.7366759 7.7795309 8.7795313 9.8912140 9.2007133 9.3479785 10.1875139 10.3264632 10.2319079 8.4837553 8.3808216 13.1726861 10.0396303 7.9580318 9.5574319 10.8220046 1.1000357 8.5408785 11.0099441 10.1042715 9.1580428 2.4219907 10.5221158 9.9106226 10.6536803 7.5263161 13.2483687 8.1112781 11.9158346 10.1861872 8.2997232 4.1875144 7.3275230 9.6507978 10.4197231 6.0773306 8.9496438 9.8228585 8.0484182 12.9265995 7.8616025 9.1634461 10.1580427 9.5635753 8.1279572 8.7796718 4.7439081 0.1000357 NA 9.2033387 11.2131420 7.8748381 0.1000357 7.1875134 6.4399007 9.2163950 8.6118035 8.0425655 9.6216515 1.1000357 12.2520189 4.0069443 10.2189920 1.1000357 10.2523358 11.2812033 9.0069417 10.2254645 9.9424013 1.1000357 11.6594281 10.8887693 11.3627331 8.6962408 9.9719562 6.9580318 4.1000525 13.7943001 10.2649579 10.7018218 11.3685521 11.0114430 9.0069417 7.0658351 10.6670564 10.1580427 10.8134375 NA 6.8549382 4.9580306 NA NA 8.6507979 9.9345221 11.2408808 10.6629516 10.4987947 2.4219907 10.0658354 11.1532981 7.7653869 8.5594826 12.8076258 9.8026566 8.4354415 8.5594826 11.0076928 10.8781282 9.6622935 10.2637007 5.8004910 9.2972678 6.4219790 12.5128855 10.1967661 12.4154836 10.6498357 12.4974583 9.9887943 11.2680963 10.3597942 10.3900698 11.5944066 9.6078457 10.3046222 9.2421580 10.2150947 0.1000357 10.3773384 11.0506069 9.6294816 4.0069443 3.8004858 8.6430827 8.6922465 1.6849982 11.0218919 10.2103516 9.5838667 0.1000357 9.6333807 8.2800595 9.9376790 NA 7.7865513 7.9765681 11.4832153 10.8822302 6.5094425 8.1224191 10.2960383 TCGA-2J-AABA 55 1 607 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 51 NA r1 2 white NA 424.26.0 1 4 NA NA 1 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.387083e-06 4.854791e-07 9.6624834 0.3248106 7.0043418 NA 7.0391066 14.5578445 6.8717562 2.7842946 7.7594901 8.0043418 10.5269854 6.7342530 10.5434248 11.1136777 11.0113621 9.6366099 8.9022904 9.1577516 10.2805114 4.0253035 11.3304861 3.0252946 10.9487430 6.7678044 10.2036788 4.6824160 5.3248610 12.0231321 -0.6750742 9.2227070 3.4947868 9.2964051 2.1322149 9.4450995 8.1192773 8.4438026 0.3248106 8.5171544 1.9098115 6.0527810 9.2105579 15.5655597 8.0996487 3.7842946 9.9614862 10.8271961 13.0188929 13.7349153 9.2600266 NA 2.4947740 8.7438317 13.7400091 8.1672119 10.2570763 1.6468078 10.2622353 NA 9.5727891 8.7657307 9.0183485 3.0252946 3.3248682 7.3855579 3.2317550 8.7553142 2.3248682 10.2444698 -0.6750742 5.0527810 9.0391071 7.6824139 8.9135761 9.4228936 10.2437248 3.4947868 11.9441645 8.7384895 5.4333868 14.2352701 9.5282095 6.7678044 8.9372326 10.5798901 0.9098115 2.4947740 -0.6750742 9.4997873 9.4281493 6.4123243 8.3719852 9.8756084 5.6467905 14.2631547 9.7934856 10.3963239 9.8464620 11.9736685 10.9736685 8.4771463 8.8066611 1.3248682 11.2299439 10.1402449 9.6624834 -0.6750742 9.0131119 10.7960287 10.8950730 10.4950683 11.0616862 11.3665207 8.9060620 8.2992763 6.0797493 10.3206287 12.2326911 9.8591644 -0.6750742 7.9247745 7.2614998 11.8152111 10.5572825 12.5229996 8.5775270 4.9098259 9.9041774 6.3607049 7.7594901 10.2090321 10.8316650 11.3117702 6.4847327 9.7406033 9.6535364 5.0797493 NA 11.7508642 4.9098259 3.1322149 11.1033494 12.5754560 5.5146872 9.6879012 7.7342524 10.8356257 4.5727866 8.0764057 9.5572826 11.5060138 9.3855574 9.8871039 3.6467848 6.2906456 9.4859935 8.0078559 10.4083409 NA 11.5813651 11.3757305 10.8096845 4.5343169 8.0561803 5.1577511 0.00416320 0.00416320 0.00416320 -0.00152430 0.00000000 0.00000000 -0.00332430 -0.09585700 0.04222400 0.00471900 -0.00114440 -0.01275800 -0.34308000 -0.00055444 -0.00055444 -0.00055444 0.01167900 0.00917050 0.00819590 0.01824300 0.00138680 0.01725200 0.00875280 -0.06034500 -0.06034500 -0.35061000 -0.33560000 -0.00152430 0.00000000 -0.00332430 -0.00332430 -0.00332430 0.04584900 -0.35419000 -0.35419000 -0.35430000 0.04982400 0.00471900 -0.68469000 0.00763920 -0.29508000 -0.29508000 0.00194180 -0.00055444 -0.00055444 -0.00055444 -0.00055444 0.04160000 -0.29910000 0.01167900 -0.11848000 0.00917050 0.00819590 0.01824300 -0.34974000 0.00138680 0.00502580 -0.00279260 0.01397300 0.01397300 -0.06034500 -0.06034500 -0.295 -0.295 0.000 0.000 0.000 0.000 0.000 -0.299 0.000 -0.118 -0.118 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.255 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 -0.295 -0.295 0.000 0.000 0.000 0.000 0.000 -0.299 0.000 -0.118 -0.118 0.000 0.000 0.000 -0.350 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.255 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 10.0805837 10.4156356 10.2688415 10.9349636 10.3990030 9.7832682 8.3021413 6.1577511 9.7236053 9.5134505 9.7031564 10.8985087 12.6134321 12.8410540 9.0544822 6.8562425 1.6468078 11.1273779 9.1936840 10.0587243 11.3996219 11.4172884 9.7760727 10.4872529 8.7965368 10.3699386 8.4016770 9.9195780 13.1332225 10.9646544 9.9669132 7.0459606 4.0253035 14.2352701 12.0515055 3.4947868 4.7511263 10.2992761 NA 10.6194823 11.3579403 8.7574033 11.7750418 8.2136049 10.3388820 9.0629538 10.3916235 12.7107239 5.2317511 0.9098115 10.8980353 12.6620653 11.5277139 10.7465109 10.2227070 10.2768748 9.3109738 11.2242185 10.4156356 11.2626032 12.8004683 1.9098115 2.1322149 10.5434248 9.4822086 8.6009859 10.9349636 10.6212043 4.7511263 7.7965368 8.9191860 8.6669362 6.4016765 11.4888256 7.2032805 7.5097370 9.8630504 8.2317521 10.1577515 9.7236053 8.6263577 10.1394440 10.9799450 9.9496570 8.0897333 7.9723199 13.0749404 9.9135762 8.3332900 9.7031564 11.1624895 0.3248106 8.6759775 10.3842060 9.7729778 9.0425379 2.4947740 11.3572517 9.8736834 10.8232121 7.6332009 12.6525545 7.8756081 13.1445417 10.1936842 8.4872528 1.6468078 7.0201599 8.8086772 9.1936840 5.4746080 9.1377930 9.8698259 6.7257412 10.9709702 9.5834275 9.4707937 9.9340402 9.7729778 7.8426489 4.4541430 6.6999014 0.3248106 NA 9.0373885 11.4172884 8.7965368 0.9098115 6.5727896 6.9972868 8.9523953 8.0963509 9.4016772 9.6229241 0.9098115 11.4957255 -0.6750742 10.4960383 1.3248682 9.9195780 10.9363475 9.5183868 9.9786024 10.9646544 0.9098115 11.5626690 10.8202169 9.9154486 8.7384895 9.6977266 6.9830734 6.7171788 13.5462221 10.3014257 10.6702668 11.4182791 10.0485224 9.8197172 7.8871042 10.4784136 10.5500689 11.1727019 NA 9.2761463 4.5727866 NA NA 9.4003407 9.8464620 11.5980744 12.5509019 10.6501670 -0.6750742 11.5275976 11.7750418 8.2136049 8.9723199 12.3826841 10.2166452 8.8207167 5.5727896 10.8765698 11.1557728 9.5810702 10.3213350 6.6194820 10.3206287 8.6977266 12.2326911 9.6501670 12.3434095 10.9303411 12.7107239 9.7801887 11.1832312 8.1672119 10.2090321 11.4891400 9.6033111 10.3071422 9.0043416 10.3969942 -0.6750742 10.6917302 10.4695198 9.0078562 0.9098115 NA 9.1624895 7.9618484 1.3248682 10.1890477 10.7264237 9.2511576 1.6468078 9.0356679 7.9258897 10.2227070 5.2555989 7.3304858 8.1386430 11.7830118 10.4425046 5.8484226 8.4972890 10.2985589 TCGA-2J-AABE 73 0 NA 676 pancreas stage iia t3 n0 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 2.2 1960 r0 0 white NA 424.26.0 2 3 NA NA 1 2 1 1 1 1 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 7 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525791e-06 4.854791e-07 9.4935078 2.1097951 6.1226272 NA 6.4521951 15.1683993 7.2390868 0.8874473 8.2420279 7.9426934 10.3692105 6.4922730 11.2911332 11.3601831 10.7761543 9.8579964 9.1820318 9.4483807 11.7664837 3.1097951 11.1258158 1.8874083 11.1635355 7.9426934 9.8949057 5.7287124 2.6243817 12.0610882 1.8874083 9.0269624 5.7118390 9.2782966 3.6243817 9.6544919 8.2566451 8.3164689 NA 8.5715752 1.6243817 5.8570380 9.6631640 15.4953770 8.4848430 7.4521959 9.4057363 11.1444059 11.5509692 14.3923542 9.1666346 NA 2.1097951 7.0012224 13.7533376 8.2653445 9.0805258 3.0028825 10.2732734 -0.6975932 8.6796592 8.2272612 8.8279695 2.1097951 2.8874083 8.1881447 1.6243817 8.9116272 1.8874083 9.8338300 NA 3.8260094 8.7075900 8.7943018 9.2153379 8.4996653 13.0692880 4.3468435 11.5733278 8.7902885 5.2331863 15.0390883 9.6062294 6.3248160 7.8745425 10.0531556 4.5503774 2.7618810 0.8874473 9.0821679 9.2213118 8.8122235 8.6753135 9.9318052 5.0303670 14.5994364 9.6774880 11.0041882 10.0226928 11.6420202 10.7791948 8.6039449 6.1098035 4.5503774 10.9970676 9.8512704 9.7519790 NA 10.9336256 12.0821679 10.7061849 10.2939987 11.0821679 11.3915680 9.4355907 8.4368747 5.9748734 10.1972663 12.3356995 10.4509251 NA 3.2093442 6.6243773 12.1138233 10.9463047 13.4233344 7.5503759 6.1353379 9.2897125 5.8437779 7.2739923 9.4269318 10.2010500 11.1728133 5.6243758 9.7139595 9.2522754 5.9889482 0.3024068 11.6701363 5.6774885 -0.6975932 10.6344851 12.4246295 0.8874473 9.4898006 7.0838080 10.0320693 4.5503774 7.9570846 9.4798682 11.7089193 9.5890063 10.0396959 1.8874083 6.2682323 9.1017302 7.3024488 10.7113090 -0.3755715 10.9959355 11.9187677 10.4648399 4.4317299 7.4213899 7.4368747 0.0000e+00 -4.2639e-01 4.7478e-01 3.8181e-01 7.1756e-05 7.0826e-03 8.1941e-03 -2.0784e-03 1.3074e-02 -4.2140e-01 -4.2140e-01 2.9133e-03 -1.0039e-01 -9.4856e-02 -7.8239e-03 -7.8239e-03 -2.0809e-01 1.6985e-02 1.6985e-02 -2.9091e-03 -5.4954e-03 7.4074e-03 5.2258e-03 -2.3977e-02 -2.3977e-02 0.0000e+00 0.0000e+00 3.9165e-01 7.1756e-05 1.4609e-02 -4.0241e-02 -4.0241e-02 1.6642e-03 -2.0784e-03 -2.0784e-03 -4.2996e-01 1.3074e-02 -4.1818e-01 -4.2189e-01 -1.0039e-01 -6.9303e-04 -4.3240e-03 1.3868e-03 -9.4856e-02 -7.8239e-03 -7.8239e-03 -7.8239e-03 2.7745e-03 1.1958e-02 -2.0809e-01 3.8206e-02 -4.1948e-01 -4.1773e-01 -2.9091e-03 -4.3246e-01 -5.4954e-03 -1.3515e-03 -8.4528e-02 8.9822e-03 2.2725e-02 -2.3977e-02 -2.3977e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.208 0.000 0.000 0.000 0.000 0.000 -0.430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.428 0.000 0.000 -0.418 0.000 -0.421 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.208 0.000 0.000 0.000 0.000 0.000 -0.430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.382 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.428 0.000 0.000 -0.418 0.000 -0.421 0.000 0.000 0.000 9.9014316 11.0214095 10.5378645 11.1789655 10.3399955 10.2228014 8.5598363 5.7618810 10.1681818 10.0218374 9.8789330 10.1009204 12.5317180 12.7571334 9.3094759 7.3899118 4.5119044 11.2183280 9.2711154 9.6687708 12.1199939 11.8608693 10.1804995 10.5680636 8.5360681 9.9097788 8.6062294 10.0415119 13.5894394 10.6181642 9.9508062 8.1728135 4.6243758 15.0390883 10.9792871 2.1097951 2.1097951 10.2405579 -0.6975932 10.8107385 10.4246295 8.1321712 11.5921793 8.2711152 10.7150184 9.4972054 10.8161762 12.8999192 7.0439153 0.8874473 11.4664126 13.1190323 11.6825984 10.5414086 10.2739921 9.6209914 9.0827915 11.2153379 11.0214095 12.1402736 12.8158061 3.0028825 2.7618810 11.2911332 9.2478924 8.1416525 11.1789655 10.7832387 5.2797276 7.2968024 9.2754283 9.0115323 5.9171572 11.5173748 6.4873239 7.2449631 8.6774882 8.8396671 9.9686726 10.1681818 9.1274073 9.9889491 10.8651680 9.7033279 8.1321712 8.2361391 12.4671984 10.1904307 8.2768632 9.8789330 10.9189974 1.3024653 8.7595217 10.8430610 10.2138406 9.0269624 2.1097951 11.1797327 10.4698668 10.6671304 7.3358718 13.0224790 7.1911915 13.3927264 10.1218294 8.2854420 4.5119044 6.9313675 9.9642266 9.2711154 5.5503774 9.4573425 10.0439156 8.8142011 10.8304142 7.9499072 9.1081925 10.3495725 9.6311236 8.6251653 5.5312660 6.7287137 NA 0.3024068 8.8240489 11.8608693 8.5360681 -0.6975932 6.2797276 5.6774885 9.0046213 8.4723736 6.9390737 10.7675048 0.8874473 11.8685026 2.6243817 10.9408845 0.3024068 10.0415119 11.4126056 8.6333655 10.3805994 10.6181642 0.3024068 11.3732404 10.8230672 10.8675506 8.7902885 9.3386221 6.2911339 4.3899109 13.3765900 10.1957502 11.3185604 11.6505985 10.8718295 9.4947414 9.2405579 11.3185604 10.3296635 10.8279694 -0.6975932 7.5692351 4.6947632 -0.6975932 0.3024068 9.3080732 10.0226928 10.6079404 10.7011602 9.9372596 NA 10.3792642 11.5921793 8.2711152 8.7781820 12.6046591 9.1743537 9.1162298 8.4972056 10.7271398 10.8279694 9.3925611 9.6632957 6.1479396 10.1972663 5.4109719 12.3356995 9.9408845 12.0316444 10.6389552 12.8999192 9.5993648 11.0337676 9.9318052 9.4269318 11.7887808 9.2228014 10.6119249 9.2595505 10.8718295 -0.6975932 10.5627801 11.0731125 10.9704471 NA 3.2093442 9.2811590 8.6488292 2.1097951 10.5246397 11.5435230 9.4996653 NA 9.5348695 8.6120612 10.2739921 -0.6975932 7.7118397 7.8181482 11.4638954 10.7531444 6.4521951 9.1820318 10.1345474 TCGA-2J-AABF 73 1 691 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 7.5 1960 r1 4 white NA 424.26.0 3 1 NA NA 2 1 1 1 3 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184656e-06 6.241874e-07 9.90642179 5.76079844 4.17583594 NA 8.94945935 13.12580488 7.28148684 1.31074728 7.40729156 8.32358894 10.41742112 4.02696822 11.15603073 11.69612952 11.23494098 9.97863654 8.10888927 10.00076271 13.04613944 4.61193367 11.36546596 2.20385891 11.51026181 8.90961472 10.16874569 7.80719068 5.71286262 13.46273262 NA 9.89088865 6.00325591 8.93176991 5.05800038 9.67833552 8.74181447 8.56680488 1.31074728 8.33471709 0.08841301 5.68332029 10.38605291 14.95561888 8.52438970 8.41928901 9.85821013 10.25871477 10.07563638 14.66351760 9.16785716 0.08841301 5.55869315 8.61011683 13.62137753 7.89170716 10.12729137 1.50339962 10.31517787 1.31074728 8.51463713 9.48140511 8.78996753 2.89572916 4.02696822 8.14365463 3.31076181 8.81742660 6.77953421 10.50622486 2.31077635 10.45615109 8.90428930 9.86096187 9.74181464 8.51603446 11.02427403 3.86096280 11.83810213 8.58022540 6.20384913 14.02230882 10.05991588 7.16518840 8.27673021 10.55937002 10.35632937 2.96284512 2.82533790 9.31156964 9.45615109 7.96079085 7.77253628 9.27737319 7.32039351 14.29477624 10.29497977 11.26350601 10.39595264 12.09913353 10.51043713 8.16874582 6.60669835 5.46919571 11.40073724 10.06326483 9.35646209 -1.49654949 11.24677165 11.98470473 10.83035326 10.26722806 11.33451911 11.51725586 9.20644812 8.91915145 5.88711336 9.21249371 12.45341886 10.12408783 NA 2.20385891 7.13640469 12.33807839 11.74136662 13.08878319 8.28148684 7.75370815 9.76138684 7.71668436 8.12546152 10.14843769 11.20037733 11.69908959 7.41330297 9.28722663 9.55937002 5.01120489 4.02696822 11.82899637 5.62235058 3.41030040 10.65506063 12.19471716 0.08841301 9.52647107 6.95532094 9.55121530 5.91280074 8.54506911 9.28230821 11.65648681 9.29782580 9.88278823 1.08834516 7.64551722 9.47063610 8.73102571 10.85434901 -0.60911224 10.91173959 12.06183053 10.89142709 5.94635423 8.61193440 6.79803107 0.1441400 0.1650500 0.1650500 0.0258120 -0.0124380 -0.0124380 -0.0132640 0.1146800 0.1523300 0.1255000 0.1255000 0.1266800 -0.1813100 0.4771800 0.4653600 0.0981240 -0.0189020 -0.0603450 -0.0603450 0.0202030 -0.0789430 0.3679300 0.1928400 0.0332670 0.0934910 0.1601000 -0.1808100 0.2302400 -0.0219550 -0.0132640 -0.0132640 -0.0171160 -0.0468540 0.1213800 0.1146800 0.1114000 0.1554700 0.1255000 -0.1813100 -0.1813100 -0.0467180 -0.0467180 -0.0162920 0.4771800 0.4653600 0.0981240 0.0981240 0.3659200 -0.0060904 -0.0189020 0.1524800 -0.0603450 -0.0603450 0.0202030 -0.3372200 -0.0789430 0.3679300 -0.0306770 -0.1848400 -0.1848400 0.0332670 0.0332670 0.000 0.000 0.000 0.000 0.358 0.000 0.366 0.000 0.000 0.152 0.152 0.000 0.000 0.000 -0.337 0.000 0.368 0.344 0.344 0.193 0.193 0.000 -0.185 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.000 0.115 0.115 0.155 0.155 0.125 0.125 -0.181 -0.181 0.000 0.000 0.000 0.000 0.000 0.000 0.358 0.000 0.366 0.000 0.000 0.152 0.152 0.000 0.000 0.000 -0.337 0.000 0.368 0.344 0.344 0.193 0.193 0.000 -0.185 0.000 0.000 0.000 0.000 0.000 0.000 0.301 0.000 0.115 0.115 0.155 0.155 0.125 0.125 -0.181 -0.181 0.000 0.000 10.0032558 11.0577589 10.1341320 10.5402703 9.8686386 9.8354463 8.4222730 7.2616333 9.7328295 9.8077611 9.8919653 10.1620676 12.7638884 12.3515437 9.3613909 8.0483741 5.8609628 10.6764622 10.2929434 9.3683698 12.1040522 11.7942926 10.7409185 10.2385427 8.0751625 10.9042893 9.1463640 10.1866589 13.2848720 10.5257776 9.9952629 7.3331330 4.1758359 14.0223088 12.0846104 4.5257807 4.2847732 10.4860470 -1.4965495 10.7557796 11.2374843 8.9149208 11.6368732 7.9730516 10.7192462 10.8675445 10.7134723 12.7782975 4.8432603 -0.4965495 10.9246857 13.5394546 11.9207943 11.0647216 10.6748994 10.2913124 9.3729266 10.9159797 11.0577589 11.8630222 12.5490842 3.4576074 4.8957292 11.1560307 9.4612373 8.5961670 10.5402703 10.5885503 6.8026185 8.0656520 8.3829931 8.5882180 7.3203935 12.1086578 8.1966877 7.6223506 9.1291186 8.4763898 9.9301726 9.7328295 8.7725366 9.8784493 10.7613869 10.1731807 8.1291186 7.9587371 13.1469278 10.5684893 8.0789492 9.8919653 11.0685119 1.6733303 8.7817430 11.2442447 10.6975511 9.4162991 1.6733303 11.1609516 10.1951533 11.1578221 8.3410380 13.6320486 7.7748727 12.6534744 10.0732654 8.7818593 5.8609628 8.1256630 9.5292416 10.2929434 6.9587371 9.2850975 10.2215145 7.7128633 11.6950860 7.2142161 9.2321806 10.3543780 10.0705483 8.3235889 6.4634116 6.9587371 2.3107764 NA 8.9390802 11.7942926 8.0751625 -1.4965495 6.3860522 6.3982272 9.4749533 8.6683167 8.2847695 9.5688260 NA 12.0252556 5.2038511 10.3989851 2.5033996 10.1866589 10.8650795 9.1960254 10.4166733 10.5257776 0.5034505 11.7767684 10.4885402 11.9155827 8.5802254 9.5708443 7.4042764 5.6223506 13.1359507 10.3119719 10.7836006 11.2579926 11.2532793 10.0846104 6.0883727 11.0037538 10.3528149 11.1054127 1.6733303 7.8935788 5.4341478 -1.4965495 3.6733303 8.5788889 10.3959526 11.3685631 11.0622131 10.8089016 NA 10.3547685 11.6368732 7.9730516 8.9659121 12.8353065 10.0107089 8.6820746 9.3155871 11.1999428 11.3906304 9.5012950 10.8593115 6.7980311 9.2124937 5.8162925 12.4534189 10.4027667 12.0445064 10.9328166 12.7782975 10.4144272 10.7295209 10.1749509 10.1484377 11.8819756 8.9504929 10.1964611 9.2415020 10.7605030 0.5034505 10.4543301 10.4385749 9.8560051 3.1472741 1.2582777 9.4297059 8.9529712 5.1758359 10.8898113 11.6700625 10.0057444 0.8253786 9.4799740 8.6538554 10.6748994 NA 7.7818593 7.7465835 11.7254500 10.6371942 6.1758359 8.3059263 10.7537082 TCGA-2J-AABH 61 0 NA 677 pancreas stage iia t3 n0 m0 26-3-2015 male 2011 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 0 white NA 424.26.0 2 1 NA NA 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 0 1 0 1.42176e-06 6.935415e-07 9.7062644 1.1228052 4.1228052 NA 7.7695443 13.5353224 7.1362673 1.9708169 7.6432278 8.0344969 10.7058882 4.9301601 11.0371906 11.6093408 10.7062644 9.7167567 9.4329638 9.5013171 11.4010226 3.2603118 11.1103537 1.1228052 11.1832312 7.7550738 9.7817310 9.2735681 5.0676645 12.8933042 NA 9.7909813 3.6082297 8.4063568 4.1228052 9.5151228 8.9028529 8.2806576 -0.1990897 8.3106523 1.1228052 4.8008792 8.7536186 15.2951392 8.5236851 5.9607480 9.0641464 10.6716274 10.3101575 15.5043349 9.0284932 0.8009103 6.7017445 7.2165771 14.5335748 8.5540942 9.7463212 2.8883439 10.6827560 0.3858175 8.3400361 7.9832718 8.2987293 6.3631203 2.3858451 7.8962743 2.1228052 8.8050980 1.8008688 10.1980172 -1.1992554 5.9607480 8.6130546 8.1295525 9.1069390 9.4265862 13.1222418 2.8008688 11.4757317 8.6258359 6.4447333 16.1414751 9.2836852 8.0770015 8.4188958 10.4737446 7.2313297 1.9708169 -1.1992554 8.9695494 9.6526263 7.4265860 8.1046580 9.5855122 7.2846927 14.1337880 10.1910463 11.7214163 9.6704713 12.1974821 10.4639906 8.6162606 7.8315448 4.8452692 11.2305482 10.1018019 9.3315762 -0.1990897 13.2642101 12.2285830 10.8301266 10.3308935 11.3998603 11.2221533 9.0176233 7.9455357 6.5557655 8.9417070 11.9357849 10.0717566 NA 0.8009103 6.5952933 11.9116869 10.7163833 13.1783590 7.7107706 5.3086703 9.7182494 6.8973820 7.6178612 9.8394397 10.3792500 11.5615973 4.9708030 8.7579793 8.9301604 3.5557671 3.0488116 11.5867385 4.5557671 3.2603118 11.9848228 12.2562046 2.2602967 9.8803621 7.0770015 9.1362678 5.2766120 7.8615733 9.7323537 11.2145053 9.3056963 9.7528906 -1.1992554 6.4873786 8.8218572 7.6616541 10.8531058 -0.9362210 10.9246754 11.7538006 10.8853536 4.6835224 8.0582651 7.1273072 -0.48428000 -0.50027000 0.50429000 -0.00346270 0.00917050 0.00157540 -0.00138580 -0.03225500 0.00624810 -0.17166000 -0.17166000 1.90410000 0.01880300 0.02342600 0.02342600 -0.49975000 -0.47115000 -0.48334000 0.04359300 0.50620000 0.04315700 0.45343000 -0.50774000 -0.06839500 -0.06839500 -0.48428000 -0.48428000 -0.00346270 0.00917050 -0.00138580 -0.00387790 -0.52563000 0.00000000 -0.50888000 -0.50888000 -0.51572000 0.00624810 -0.15384000 -0.50610000 0.01880300 0.01800700 0.02020300 0.01209700 0.02342600 -0.49235000 -0.49975000 -0.49975000 0.47996000 0.01726400 -0.46642000 0.02611500 -0.48334000 0.04359300 0.50620000 -0.53053000 0.04315700 0.45343000 0.00082214 -0.48872000 -0.54043000 -0.06839500 -0.06839500 0.000 0.000 0.000 0.000 0.000 -0.500 0.480 0.000 -0.471 0.000 0.000 -0.483 0.000 0.506 -0.024 0.000 0.410 -0.484 0.020 -0.508 0.000 0.000 -0.475 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.480 0.000 0.000 1.575 1.575 -0.502 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.500 0.480 0.000 -0.471 0.000 0.000 -0.483 0.000 0.506 -0.024 0.000 0.410 -0.484 0.020 -0.508 0.000 0.000 -0.475 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.480 0.000 0.000 1.575 1.575 -0.502 0.000 0.000 0.000 9.9594870 10.9534791 10.5694752 10.9058037 10.3764166 10.0404759 9.0380874 5.9506247 9.3244394 9.5846940 9.5797758 9.9365867 13.3416108 12.6447003 8.9882294 7.4555130 5.2603080 10.4991480 10.2962328 10.2791414 12.3155951 11.5591006 10.1883562 10.2942325 7.4838722 10.4657690 8.4375020 10.0886532 13.7622366 9.5690617 9.7032525 7.9455357 4.1584259 16.1414751 11.6894303 3.7077677 2.5013117 10.7507041 -1.1992554 10.6290138 11.0155001 8.7795877 11.1345918 7.0816485 10.7426586 8.8204681 11.1379417 12.5500135 2.1228052 -0.1990897 11.0148929 13.6448475 11.9539369 10.5636622 10.4675452 10.2044220 9.4361239 10.9767387 10.9534791 11.7195543 12.1113481 1.9708169 3.8452692 11.0371906 8.7752919 7.7345681 10.9058037 10.7148887 5.2766120 6.6463672 7.9455357 8.9340196 7.2355059 11.3768893 6.3556189 7.5624287 8.5219765 8.3400361 10.2484772 9.3244394 9.3400361 9.2715363 10.3797218 9.5715412 8.2987293 7.5013173 13.1801880 10.3891235 8.3477719 9.5797758 10.8585307 -0.1990897 8.3648171 10.0224645 9.8683117 9.0332983 0.8009103 10.6960739 9.9340196 10.3414898 7.5524216 13.8835670 7.8507257 12.7209510 9.9217631 9.0989398 5.2603080 6.9936630 8.4908753 10.2962328 7.1759168 9.6290218 9.6487176 5.1931961 13.3119505 9.6573029 9.3429418 9.9074404 9.1043956 9.0074767 3.6082297 -1.1992554 NA NA 9.4302340 11.5591006 7.4838722 NA 7.1496059 3.9301601 8.7404564 7.8803623 6.7375151 11.2435617 0.8009103 12.0253313 5.4590873 10.2097377 1.8008688 10.0886532 11.2484772 8.9820296 10.4816763 9.5690617 -1.1992554 12.0236723 10.7835145 11.3516241 8.6258359 9.5682341 4.2271403 3.7077677 13.0516939 10.3468071 10.3975330 11.4257711 11.3327461 9.2531185 6.1931942 11.1661062 10.4375020 11.2623568 0.8009103 6.2271423 4.8452692 -1.1992554 NA 7.2967327 9.6704713 11.1641908 9.9851267 10.6230498 -1.1992554 10.2123883 11.1345918 7.0816485 8.9262910 13.0812132 9.9002843 8.0272895 8.4338725 10.6580809 10.6190601 10.2761042 10.1775454 6.5952933 8.9417070 2.5013117 11.9357849 9.7952307 12.2913522 10.8639354 12.5500135 9.3076808 10.9891571 9.8190775 9.8394397 11.7308754 8.5065099 10.5565995 9.1899708 11.0467271 -1.1992554 9.8856857 10.7799453 9.8568376 -0.1990897 1.3810064 9.1726540 8.1077365 2.7077677 10.3516241 10.7565346 9.4220135 0.8009103 8.9468095 8.8304268 10.4675452 NA 7.5082361 7.8148977 11.4295507 10.4568552 6.5822368 8.2867065 10.2927305 TCGA-2J-AABI 55 0 NA 969 pancreas stage iia t3 n0 m0 26-3-2015 female 2011 yes pancreas-adenocarcinoma-other subtype yes 42 1973 r0 0 white NA 424.26.0 2 1 NA NA 1 2 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4956143 NA 4.2378620 NA 7.1298816 13.5537101 7.3544081 2.2378696 8.0996666 8.6744151 10.0600056 -0.4625548 10.8024530 11.0846392 10.6753759 10.1405868 8.2430564 9.1289465 11.2352605 -1.4627536 11.6040179 6.0609855 8.8806099 7.8593521 10.0496708 10.5207740 5.8949754 7.1594758 -0.4625548 6.2516699 2.6248963 10.0939301 1.3447717 9.7327963 8.1521337 9.6387432 0.5374452 8.3383241 -0.4625548 5.1956350 8.9231141 15.6078491 8.3544076 8.1317489 8.5346036 9.7686454 9.9281304 14.2118095 9.3383239 NA -0.4625548 7.6669135 13.8402415 7.2632673 9.9345640 3.7468824 11.1587892 NA 2.6248963 7.0212399 9.3568050 1.7073481 1.7073481 6.6922417 3.7468824 7.9531657 -1.4627536 10.4173902 -1.4627536 8.3039529 8.7686452 8.0050294 7.8343402 8.3089137 10.2580959 4.4200646 12.4029641 8.4770033 6.3187832 8.2009824 9.3836980 7.0332787 8.2143332 10.6782539 2.7853413 1.1224077 NA 9.7578025 9.5360146 5.5147030 8.1298811 9.7853516 3.8949729 15.3106148 9.2089652 11.5379523 8.8389203 11.5618713 12.1446388 8.0452185 3.1223911 3.6248846 11.6197179 9.3954052 9.6508929 NA 2.7073481 12.6030085 10.6773528 10.2298566 9.5409421 11.7798539 9.0996666 8.2465078 6.7710444 8.8274431 12.7811188 9.4865213 -0.4625548 1.5374452 7.4292075 11.4624222 10.4817702 12.8616047 6.7370959 6.0609855 9.8900193 7.3780451 7.5872727 9.0311095 10.1303483 9.1391950 7.2755165 8.1354764 9.5182776 4.9124630 NA 11.0395100 0.1223414 3.1223911 9.3969590 11.2933548 5.2378620 9.3196033 8.0274930 8.9457540 4.4916222 7.8927753 10.6618686 11.3152958 9.3782021 9.6705663 5.7853518 6.8042111 9.2695914 8.2919778 10.1091768 NA 11.4681614 11.7768735 10.9544855 3.2923106 7.1484491 3.9297437 -0.6798900 -0.7045400 0.1018500 -0.0126310 -0.7097400 0.0163700 0.0059145 -0.7147100 0.0071662 0.0020611 0.0020611 0.0000000 -0.7121500 1.9048000 1.9048000 -0.6993300 -0.0245790 -0.6684000 0.1052400 -0.0853770 -0.6346600 -0.6105100 0.0184670 -0.2077600 -0.2261700 -0.6585800 -0.6585800 -0.0126310 -0.7097400 0.0059145 0.0084187 -0.0087581 0.0019909 -0.7100900 -0.7147100 -0.7182300 0.0166760 0.0035522 -0.7121500 0.0411190 -0.7012200 0.0202140 0.0080012 1.9048000 -0.6993300 -0.6993300 -0.7023700 0.0018864 -0.7057100 -0.0142000 0.0506200 -0.6684000 0.1052400 -0.0853770 -0.7254700 -0.6346600 -0.6105100 -0.0873670 -0.6613100 -0.8064600 -0.2077600 -0.2077600 -0.701 0.000 0.000 0.000 1.206 -0.699 0.000 -0.706 0.000 0.000 0.000 -0.563 0.105 0.000 -0.635 -0.635 -0.635 -0.680 0.000 0.000 0.000 0.000 -0.661 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 0.000 -0.715 -0.715 0.000 0.000 0.000 0.000 -0.712 0.000 -0.208 -0.208 -0.701 0.000 0.000 0.000 1.206 -0.699 0.000 -0.706 0.000 0.000 0.000 -0.563 0.105 0.000 -0.635 -0.635 -0.635 -0.680 0.000 0.000 0.000 0.000 -0.661 0.000 0.000 -0.710 0.000 0.000 0.000 0.000 0.000 -0.715 -0.715 0.000 0.000 0.000 0.000 -0.712 0.000 -0.208 -0.208 10.303539 10.864415 10.280996 11.526819 11.014929 9.882829 8.406247 7.152134 10.027272 9.385264 9.718576 9.857096 13.161534 12.381934 9.699816 7.756592 -1.462754 10.337111 11.484513 10.906749 12.473488 10.252957 10.557710 12.056077 9.247370 11.963006 7.367147 10.476055 13.890192 10.046209 9.687806 8.858225 2.537420 8.200982 11.022247 2.344772 3.181278 10.423883 NA 9.629521 11.262790 8.928668 11.990695 7.462236 10.858507 9.433757 10.313446 12.832260 2.859353 -1.462754 11.315912 12.713441 11.828612 10.810879 11.431105 10.293980 8.889721 11.5064508 10.8644153 11.7164001 10.2546721 -1.4627536 -0.4625548 10.8024530 8.3671469 7.8660988 11.5268186 11.0179619 9.1695104 5.6972957 8.9102892 8.7529573 7.5430488 11.1020500 8.4247361 8.4696390 4.6459495 8.5694698 10.6521425 10.0272721 9.8176149 10.6308416 11.1701922 11.3901487 8.5777139 8.3415553 13.0231905 10.3076750 8.3236939 9.7185764 10.3403443 NA 8.7667598 10.7051559 9.1044294 9.4938002 1.5374452 10.5469028 10.4054750 11.8501653 8.1631329 13.3180664 8.2291678 13.1230909 10.1209771 8.7098517 -1.4627536 7.0264294 11.6038497 11.4845131 3.8949729 10.0225339 10.4257869 5.3318413 12.3580020 7.0958453 8.5430488 9.6308417 9.3975255 7.8812541 9.0858126 -0.4625548 -0.4625548 -1.4627536 10.8369183 10.2529571 9.2473695 -1.4627536 7.2239245 6.9254417 7.1992022 8.6718503 5.2098510 9.0242590 -0.4625548 11.4014168 -0.4625548 10.3064354 1.3447717 10.4760555 11.4162414 8.7098517 10.1722352 10.0462093 1.1224077 12.8486048 10.9213983 10.5967686 8.4770033 10.7474866 5.9803681 5.5818182 13.8415972 9.7167113 10.6724921 11.4525827 12.0970402 9.5111215 5.1956350 11.1909410 10.6887579 11.5889729 -1.4627536 5.0765847 3.1812775 NA NA 7.4592652 8.8389203 11.3782020 9.7909347 10.3938497 NA 11.1521340 11.9906948 7.4622364 9.0362734 12.3086040 11.1020500 8.3560064 3.6248846 11.0382660 10.1312821 9.9053847 9.8434858 5.8949754 8.8274431 4.4681597 12.7811188 9.9015587 13.0413120 10.2049792 12.8322602 10.1317487 11.9213984 8.2063092 9.0311095 12.0261430 10.0770676 10.4303463 9.5507468 10.1871293 -1.4627536 10.3236938 11.0078288 9.4938002 8.4607516 3.9297437 9.2027600 8.6737490 0.5374452 10.3568050 11.5049800 8.6511662 0.8593335 8.2619379 8.6003876 11.4311049 -0.4625548 7.8274431 8.1576440 12.0362733 9.7086009 4.7272507 7.6589576 11.9598832 TCGA-2J-AABK 71 0 NA 484 pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r1 2 white NA 424.26.0 1 2 NA NA 2 1 4 2 2 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 2 0 0 7 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 2 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 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 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.6645e-06 8.669269e-07 9.6799943 3.0300712 4.7363451 0.3671474 6.5895043 11.5278232 8.0253229 0.3671474 8.1040771 8.2879603 10.5160116 5.5503343 10.7341621 11.3982888 11.2258695 9.7084449 9.6252847 9.6189883 10.5798104 3.7821464 11.5236159 -0.2179270 11.0348144 6.6338976 9.8128160 8.8319975 3.1040850 13.6468187 -1.2179270 9.7658551 8.2126014 8.4860526 4.2415809 9.7536924 8.0133701 8.5684187 0.3671474 8.3576884 0.7821569 5.5635090 8.9152911 15.2922176 8.5991325 7.2538239 9.9394959 10.5720901 7.6086976 15.4368548 9.0109675 3.9915989 6.6647914 8.4490653 13.7062655 8.1658532 10.2338751 2.1040682 11.1498367 -0.2179270 8.2063150 8.7536924 8.6678453 2.1040682 2.9520726 8.0395365 3.9114327 8.5749394 3.9520726 10.1936599 2.1040682 7.1915400 8.6370171 7.9010901 7.7933764 8.8482380 12.3524790 4.1396987 11.8980054 8.6102855 5.9719734 14.8665629 10.0371775 6.0395376 7.5133660 10.1593595 7.0675516 1.1040682 -0.2179270 9.2385034 9.5227730 8.9483120 8.7114071 9.7084449 7.2374758 14.5999320 10.4232975 10.9608137 9.7587131 12.1044996 10.0950318 8.2436281 6.9369665 5.6401292 11.0257870 10.2804995 9.6632323 -1.2179270 12.3030131 12.4429248 10.2501008 10.2262735 11.4897238 11.6366277 9.0157685 9.1473777 6.4331998 9.5724973 13.0547058 9.7961694 NA 3.1744703 6.8589644 12.3615827 11.2946425 13.1698297 7.2819949 4.4545773 9.8155719 7.4794990 7.4581055 10.3871653 11.1612565 11.0565270 6.3746066 10.0067536 9.1571883 6.0582732 3.8696148 11.7403391 6.9420206 3.1040850 10.6807503 11.9454841 3.9520726 9.7428749 7.3968590 10.3839197 5.6525123 8.1462835 9.6158297 11.3790375 9.3154786 10.6370173 1.5895238 6.3367386 9.4686495 7.6860305 10.5474350 NA 10.8401406 11.3696921 10.5428689 5.3057116 7.9988950 6.7363451 -0.096836 -0.096836 0.435130 0.025110 -0.052261 -0.052261 -0.057654 -0.063972 0.066945 0.050392 0.050392 0.050392 0.016006 0.025952 0.025952 0.025952 0.000000 -0.173220 0.103800 0.555310 0.024521 0.020203 -0.062764 -0.015329 -0.015329 -0.096836 -0.096836 0.025110 -0.052261 -0.057654 -0.057654 -0.057654 -0.060614 -0.063972 -0.063972 -0.063972 0.066945 0.019431 0.016006 0.016006 0.033831 0.033831 -0.059538 0.025952 0.025952 0.025952 0.025952 0.028109 0.030451 0.000000 0.016985 -0.173220 -0.173220 -0.176390 -0.276790 0.024521 0.020203 -0.120690 -0.009935 -0.009935 -0.015329 -0.015329 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.173 -0.173 -0.164 -0.265 0.000 0.000 0.000 0.000 0.000 0.000 -0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.173 -0.173 -0.164 -0.265 0.000 0.000 0.000 0.000 0.000 0.000 -0.121 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.758713 10.719523 10.305711 11.053904 10.604720 9.418774 8.793376 6.281995 9.371800 9.745045 9.701012 10.000712 13.132812 12.498004 9.324213 6.895892 7.321308 10.438127 11.132259 9.613456 11.794384 11.501966 10.921380 10.116981 8.376474 9.983047 8.657130 10.386100 13.965668 10.541621 10.353902 7.856290 4.712887 14.866563 10.729055 4.454577 4.911433 10.612268 NA 11.034519 10.970738 8.106329 11.300802 8.374606 10.919781 8.608697 11.302276 12.494138 6.281995 -1.217927 10.442145 13.838490 11.442537 10.353849 10.158817 10.254332 9.138931 10.612268 10.719523 11.795472 12.551160 3.537035 4.804518 10.734162 9.318396 8.402369 11.053904 10.332896 7.178753 8.159359 9.157188 9.088211 7.269989 12.713810 7.918243 7.472147 8.914006 9.133088 9.891327 9.371800 9.448373 9.603923 11.187024 10.103513 8.520241 8.760859 12.457224 10.273501 8.178753 9.701012 10.708816 -0.217927 10.343590 10.873254 10.605118 9.099562 2.241566 11.072744 9.913363 10.695786 7.523616 13.693588 8.041892 11.901576 10.400534 8.962058 7.321308 7.836292 10.361465 11.132259 8.197890 9.570329 9.503248 9.095032 10.319367 9.134192 8.898493 10.544116 9.864963 8.820615 4.067553 5.482590 4.712887 1.367091 9.544531 11.501966 8.376474 NA 7.396859 5.225094 9.160444 7.969501 8.629206 10.433201 NA 12.029631 5.701011 10.715102 3.640135 10.386100 10.960503 9.217819 10.784964 10.541621 NA 10.973208 10.454132 11.332655 8.610286 9.507515 7.293902 4.510069 14.168348 10.290439 10.610682 11.608441 10.794075 8.765143 6.543700 10.970429 10.097865 10.925213 -1.217927 5.689039 5.411504 NA NA 6.174466 9.758713 11.232071 9.092375 10.630381 2.589500 10.685654 11.300802 8.374606 8.825176 12.863965 10.114745 8.247715 9.021747 11.060308 11.168550 9.773671 10.088780 5.747932 9.572497 1.782157 13.054706 10.321792 12.720166 10.663645 12.494138 9.021747 11.039242 9.914649 10.387165 11.450591 8.141899 10.458547 8.903682 10.516012 NA 10.536201 10.484755 10.737799 3.952073 6.076771 9.309626 9.240863 4.615040 9.906270 11.390639 9.616620 3.782146 9.044244 8.908660 10.158817 7.067552 8.113066 8.374606 11.788650 11.016368 6.389479 8.655593 10.229749 TCGA-2J-AABO 43 0 NA 440 pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 7.5 1993 r0 8 white NA 424.26.0 2 1 NA NA 3 1 4 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.559756e-06 6.677624e-07 9.8959151 3.4877307 7.2950921 NA 7.2039440 14.5244012 6.9932645 -0.3195856 6.7247758 8.3170069 9.9576694 4.0023065 10.8244029 12.0895184 10.6526439 9.6096405 8.7967259 9.5352505 10.7186152 6.0554213 11.4711378 3.1398133 10.5235179 7.0726997 10.2578109 4.8898337 4.7678455 10.3260404 0.6804144 10.0280034 6.5752004 9.7611997 0.6804144 9.5116892 9.0467044 8.3842856 NA 8.1520571 0.6804144 5.0023110 7.9518454 14.9644832 8.7651906 5.9092019 9.2098125 10.5774712 11.2258293 15.0437982 8.9750027 NA 4.4352685 7.7582126 14.6983214 7.5751996 9.6676461 2.4877436 11.2383244 NA 8.8873964 8.3278405 8.4419333 2.6803919 2.0023065 7.6633759 3.6803806 8.4419333 1.6803694 10.1591517 1.6803694 8.8873964 9.8775987 8.3350182 9.6704859 8.6916092 12.5033511 5.8898361 12.7895598 8.3024338 4.3808195 12.6795013 9.8739075 6.6803820 7.4740831 10.0865870 3.1398133 3.3808264 NA 9.1960820 9.8070865 8.0812613 8.2349712 9.6930067 5.7247758 14.0719613 10.3834205 10.2195409 9.3842856 11.5053408 9.8045034 8.0510697 5.6111193 5.4617414 10.6991247 9.8352001 10.1108346 NA 13.3824465 11.8959151 10.4339582 10.2236169 10.4796637 11.3056343 8.7165558 8.4419333 6.5872720 9.6302087 12.6676461 9.3825546 NA 3.7678455 6.0023110 11.9530119 11.2653446 13.5297872 7.6576622 4.8503094 9.4435944 6.7926654 7.7082880 10.0068116 10.5344713 11.4100028 5.9471682 9.5977541 9.3350180 4.7247758 3.4877307 11.7034433 6.3946273 1.2653169 11.0537910 12.3681951 4.4877372 9.8615344 7.2319747 10.2000184 6.3385938 9.1960820 9.5842639 11.4526966 9.5132720 10.4625613 1.2653169 6.9092007 9.1295308 7.4941636 9.9727037 1.6214776 10.7947751 11.2890989 10.6029665 4.0023065 10.1315932 6.6916095 -0.1485600 0.0536640 0.0536640 0.1721100 -0.3412500 0.0841080 -0.1294000 -0.2864400 0.0685220 0.0000000 0.0000000 0.0000000 -0.2209100 0.0321400 0.3981100 0.0188030 0.4573400 -0.0026322 0.2262300 0.2426400 -0.2246500 3.6569000 0.0332670 -0.0498300 -0.0498300 -0.1699300 -0.1485600 0.1721100 -0.3412500 -0.1294000 -0.1488100 -0.2939000 -0.1887100 -0.2864400 -0.2864400 -0.3797300 0.0596890 0.0000000 -0.8813200 -0.2209100 -0.1526000 -0.1526000 0.0556580 0.0321400 0.0188030 0.0188030 0.0188030 0.0482620 0.1664000 0.4573400 -0.0417020 -0.4275700 0.2262300 0.1098600 -0.5889200 -0.2246500 -0.2092100 -0.1809300 -0.6290300 -0.6591900 -0.0498300 -0.0498300 -0.153 -0.153 0.000 0.000 0.000 0.000 0.000 0.166 0.457 0.000 0.000 -0.425 0.226 0.243 -0.479 -0.225 -0.225 -0.149 0.000 0.000 0.000 -0.181 -0.334 0.132 0.132 -0.341 0.000 -0.149 -0.149 -0.189 -0.189 -0.286 -0.286 0.000 0.000 0.000 0.000 -0.221 -0.221 0.000 0.000 -0.153 -0.153 0.000 0.000 0.000 0.000 0.000 0.166 0.457 0.000 0.000 -0.425 0.226 0.243 -0.479 -0.225 -0.225 -0.149 0.000 0.000 0.000 -0.181 -0.334 0.132 0.132 -0.341 0.000 -0.149 -0.149 -0.189 -0.189 -0.286 -0.286 0.000 0.000 0.000 0.000 -0.221 -0.221 0.000 0.000 10.195096 10.951261 10.073773 11.373869 9.431926 9.336807 7.441933 6.513273 9.677562 9.502156 9.957669 10.414245 12.914601 12.524499 9.479664 7.098234 5.702749 11.446911 9.738374 9.600735 11.967012 11.842459 10.700668 11.009618 7.865258 10.071626 7.563025 10.526954 12.940419 9.852810 9.498964 7.581249 4.487737 12.679501 11.475204 3.767845 4.767845 13.039720 NA 9.749160 10.636758 8.705521 12.118914 8.176237 10.626557 9.102447 10.413397 12.661057 6.575200 NA 10.640384 13.220752 11.334056 10.326590 9.897128 9.778414 8.876468 11.1591517 10.9512613 12.3385936 12.0121388 2.4877436 3.7678455 10.8244029 9.0268958 8.2388026 11.3738690 10.4965657 4.6345758 7.7302303 8.0640863 8.6633756 6.3097383 12.1323658 7.8467459 8.0335287 8.1682223 9.1315931 10.5445682 9.6775616 9.2858615 10.8051496 11.2526086 9.6258259 8.7598669 8.6888108 13.3824465 9.9055895 8.1960818 9.9576694 10.8873964 4.6803806 9.0897730 10.5061359 10.0477968 9.4780435 2.2653469 10.8173732 10.1970670 10.6316668 7.4218494 13.4188966 8.0554213 11.8717498 10.1861936 8.0726997 5.7027490 7.1847643 8.4419333 9.7383738 5.8503069 9.1632303 9.3877412 8.0940101 12.7254591 7.0982343 8.5352505 10.8109527 10.0823282 7.7571980 9.0068116 6.4877372 2.0023065 NA 10.1295307 11.8424586 7.8652576 NA 6.1722355 5.0379356 8.3808216 7.8602912 8.4014811 9.3260404 1.2653169 12.1490061 4.3808195 10.2969309 0.6804144 10.5269537 10.8070866 9.0268958 10.6860066 9.8528096 0.6804144 11.5108973 10.5515173 10.7869450 8.3024338 9.7165558 5.1722355 5.2349726 13.5851108 9.9389481 10.7980252 11.6926539 10.3886038 9.9943988 6.0023110 10.8237653 9.9634704 10.8521844 NA 7.0812619 5.0023110 NA 2.0023065 8.5932712 9.3842856 11.0062496 11.1441516 9.8849532 2.0023065 10.5037493 12.1189141 8.1762370 8.8352003 12.3596422 9.9352571 8.8250402 8.1066467 11.6835486 11.0417776 9.6605217 9.4535213 4.9283087 9.6302087 8.1960818 12.6676461 10.1076949 12.4275261 10.2107885 12.6610572 9.4518715 11.0764516 5.0726975 10.0068116 10.9709769 9.7585329 9.9413016 9.1377630 9.5947672 1.6803694 10.6562301 10.8364651 9.3510384 5.0726975 0.6804144 8.4973657 9.1659900 4.2653469 9.4877370 10.7117111 9.5507468 -0.3195856 9.6648005 8.5195859 9.8971279 3.8503094 7.2117637 7.9565063 11.9436513 10.6316668 5.5132728 7.6403838 10.3097387 TCGA-2J-AABP 58 0 NA 360 pancreas stage iib t3 n1 m0 26-3-2015 female 2013 yes pancreas-undifferentiated carcinoma yes NA NA r0 1 white NA 424.26.0 1 4 NA NA 3 2 3 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.58004483 0.65818863 7.47412125 NA 9.04908944 16.03532478 6.43079374 2.24318160 5.85460163 7.33533676 9.84142581 -0.92686530 11.05872763 10.72017815 10.48369286 9.51825638 2.98013501 9.46233499 14.70657731 2.53266606 11.99378042 NA 9.34470447 9.33651058 10.16533791 11.09283218 6.27291340 NA 7.99805387 3.93121973 1.07327184 10.69666575 2.24318160 9.51203326 8.03902595 7.40863205 NA 8.94360608 1.65818863 0.07327184 9.63500666 15.22022771 8.09283218 1.07327184 8.77541407 9.94437664 10.98125873 15.04891034 9.01282061 NA 2.88058758 9.16886263 13.71856215 8.64688879 9.61530594 2.53266606 10.79732894 NA 1.07327184 9.02452608 7.97108711 0.07327184 3.82813394 7.72809193 1.88060717 8.02452636 -0.92686530 9.11763557 NA 11.11934230 9.21023250 9.96654294 10.59140285 7.86440408 9.05052129 13.49491186 12.90048492 9.18045845 7.57706698 7.26306634 10.95129237 5.89342046 7.48415908 10.22489235 6.48263212 5.13933033 0.65818863 9.84967454 9.98163406 6.12852437 7.73857736 9.02889150 4.39517251 14.06914108 10.10321882 10.16070430 9.97938046 11.12648857 8.80116189 8.11216058 4.46555661 7.23311249 10.71777828 9.09144173 9.28156125 2.53266606 6.89978952 12.30551248 10.05705448 10.47625885 9.13798426 11.42721530 8.66943112 9.01722126 5.11763687 2.53266606 13.17546325 8.48050911 NA 2.65821148 6.28269555 12.93578197 10.20059103 12.69151225 7.95282452 6.83479210 9.18045845 8.39654399 7.19218233 10.90573598 6.19218233 10.72474166 8.17127339 9.60462291 9.25811679 6.80116254 -0.92686530 11.32738434 NA 2.07323755 10.89780251 11.79860772 -0.92686530 8.69346117 7.06759462 11.81660327 3.71710060 8.79091797 9.84473087 11.17554531 9.50682684 11.12377036 0.65818863 9.37816305 9.72698223 7.74919836 10.03830420 0.49549051 10.62398827 11.31164621 8.62398827 3.24316637 7.08446826 7.27291340 0.249510 0.103580 0.103580 -0.340900 0.069312 -0.178610 0.617340 -0.121480 -0.236060 -0.265160 0.227310 0.227310 0.144940 -0.388280 -0.388280 0.073977 0.479930 0.665120 -0.361360 0.209480 -0.161790 0.075128 0.779260 0.022116 0.023987 0.451900 0.451900 0.377920 0.069312 0.617340 -0.114430 -0.089302 -0.361130 -0.141420 -0.121480 -0.014228 1.434300 0.159500 0.328450 -0.024318 -0.223180 -0.272660 -0.082269 -0.388280 0.824700 0.073977 0.000000 -0.955800 0.146670 -0.345950 -0.233370 0.665120 -0.372110 -0.367370 0.611360 -0.161790 0.075128 -0.377870 0.547710 0.547710 0.022116 0.023987 -0.234 -0.234 0.000 0.000 -0.388 0.000 0.312 0.000 -0.346 -0.263 -0.263 0.304 -0.361 0.179 0.179 -0.162 0.000 0.330 0.120 0.779 0.779 -0.392 0.548 -0.209 0.000 -0.147 -0.147 0.563 0.000 1.479 -0.361 -0.121 -0.121 0.610 0.281 -0.106 0.160 0.145 0.000 0.000 0.000 -0.234 -0.234 0.000 0.000 -0.388 0.000 0.312 0.000 -0.346 -0.263 -0.263 0.304 -0.361 0.179 0.179 -0.162 0.000 0.330 0.120 0.779 0.779 -0.392 0.548 -0.209 0.000 -0.147 -0.147 0.563 0.000 1.479 -0.361 -0.121 -0.121 0.610 0.281 -0.106 0.160 0.145 0.000 0.000 0.000 10.5141106 10.2312199 9.8733324 10.3098536 10.6359609 8.2255261 7.4741213 8.7684699 8.2802558 8.9950825 9.1725893 10.6138539 11.8652183 10.1928311 9.9482228 10.0288914 -0.9268653 11.1699566 5.4130931 9.7474337 11.9649796 11.2768953 11.8229014 10.7152932 6.8079512 9.2753654 6.1607044 10.9028017 13.3034871 9.7814632 8.3020604 8.7296663 1.3951725 7.2630663 11.9027660 5.9312221 3.0732376 10.7836174 NA 9.0375824 12.0959560 8.0647632 11.7608359 7.8347927 11.0017598 10.4035981 10.5525165 11.7303366 NA 2.0732376 12.6360801 13.2437143 10.8970664 10.2586745 11.3878247 8.9202990 8.7429945 11.53087887 10.23121986 12.21119321 11.12274971 1.65818863 2.07323755 11.05872763 8.47838296 8.59876232 10.30985363 11.43764977 3.16071048 6.51618539 7.91873148 7.82143407 6.82812887 11.09872713 8.95887689 7.87090286 6.32116868 9.55201099 10.44665046 8.28025576 9.49635729 8.64688879 12.43244194 9.73323739 9.95588453 10.51307231 12.91922148 10.54491673 8.45910370 9.17258927 11.62230413 2.39517251 9.75212320 11.64191017 9.41975524 8.45694575 1.88060717 10.30805888 10.38612439 9.90929189 9.97335355 11.74610875 8.64309713 9.78146316 9.45910390 8.15005696 -0.92686530 7.55971435 6.89978952 5.41309306 3.53267852 10.69101196 10.83229739 4.59680398 11.08586598 7.24316637 8.79945972 10.59533255 9.89633801 8.54084717 7.88381324 2.98013501 5.65820291 0.07327184 10.13123320 11.27689534 6.80795120 NA 6.34936528 7.52445239 9.88220559 8.88220559 6.96805964 8.95741203 4.35864241 11.80201230 -0.92686530 8.28998750 3.16071048 10.90280168 11.57930104 9.83312965 10.56959599 9.78146316 1.07327184 9.31879427 11.39826576 9.47518766 9.18045845 10.26922874 4.43079374 3.07323755 13.60511024 9.11900101 9.12716740 10.73398614 10.63596094 10.23374321 8.13933084 9.79006091 10.37530915 11.02051311 NA 4.43079374 4.20252743 NA NA 5.51618539 9.97938046 10.38214932 14.15153156 10.17456059 NA 9.51514808 11.76083586 7.83479274 9.08026885 12.98388420 9.48157121 9.12445041 3.71710060 10.48686940 11.43106834 9.67129390 9.07042099 4.16070241 2.53266606 6.18176648 13.17546325 11.32146557 12.81881077 10.28816762 11.73033656 11.23437336 12.07904144 NA 10.90573598 11.57109333 9.71889997 10.43353985 9.54186559 10.06547174 0.07327184 10.78619831 11.30326190 8.11763583 3.16071048 NA 7.51203326 9.56048856 NA 10.12104701 10.35052885 9.08167010 2.07323755 10.80456054 7.98490317 11.38782472 -0.92686530 8.03034325 7.54897522 11.52445258 9.78920350 6.90613178 10.21087306 9.61723989 TCGA-2J-AABR 60 0 NA 438 pancreas stage iia t3 n0 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white NA 424.26.0 1 2 NA NA 2 1 2 2 2 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.074989e-06 7.628957e-07 10.2767863 2.3066705 4.5546073 1.3066705 7.8612693 13.9444373 6.8144748 0.3067289 7.4099679 7.6989977 10.3318198 5.3727711 11.2992646 11.3240664 11.2277774 9.7763222 8.8670130 9.4940323 12.2227464 4.7661128 11.2659578 0.3067289 11.1340230 8.4791077 10.1419412 5.2135728 6.0481468 13.8932269 NA 9.5758070 4.0071237 9.3592484 4.1646576 9.7192502 8.7433918 8.2925223 -0.6933878 8.0515140 1.8916525 5.9791062 10.1668905 15.3950338 8.1584294 5.8916428 9.9514379 10.2143222 9.9622111 14.4680878 9.0831134 NA 5.7824138 8.0971267 13.8603696 8.1504444 10.1395703 0.8916525 10.0131764 0.8916525 7.8497122 8.8935200 9.0649036 NA 3.4766020 8.0071198 4.0615688 8.5664236 3.0071237 9.9469253 0.3067289 7.1010964 8.7945205 9.5038971 9.6784570 8.3646722 11.2989106 5.1395718 12.0430823 8.8025354 5.0071192 13.6736172 9.7475495 6.6013013 7.7770139 10.4040541 8.8935200 4.8916428 -0.6933878 9.2195696 9.3781427 8.9469253 8.2491950 9.5282675 7.2724646 14.0727433 10.5752223 10.6437446 10.2075471 11.5435914 11.0058190 8.4665517 7.4047124 5.6989991 11.0263258 10.2896739 9.5330926 -0.6933878 13.1462778 11.4844113 10.8375694 10.5951081 11.3328579 11.5121682 9.1490307 8.6882234 5.0615688 10.0131764 12.4333848 10.4112791 NA 4.7661128 7.2608763 12.3262711 10.5234262 13.2516668 8.7287450 6.0880398 9.7844385 5.4828031 7.7287450 10.6166966 11.5486635 11.6107464 7.3619631 9.5136946 9.4703300 5.8458388 2.1140338 11.6423498 1.8916525 -0.6933878 10.9112336 12.3974544 1.6285870 9.3781427 7.1268593 10.3332038 6.2839607 8.2165732 9.3874978 11.4519756 9.1631060 9.8793806 0.3067289 7.2374174 9.5640681 8.3342545 10.6347942 0.5816887 11.0401194 11.4436714 10.1450963 5.3290482 7.7245330 6.1893225 0.00000000 -0.02444100 -0.02444100 0.00200800 0.00249690 0.00249690 -0.00041585 -0.00174150 0.00875280 0.00555290 0.00555290 0.00555290 -0.00719580 -0.01477800 -0.01477800 -0.08519200 0.00027728 -0.01917700 -0.01917700 -0.13031000 -0.01298900 -0.01298900 0.00110930 -0.01422800 -0.01422800 -0.02829800 -0.02829800 0.00200800 0.00249690 -0.00041585 -0.00027724 -0.00027724 0.00291330 -0.00174150 -0.00174150 0.00110930 0.00875280 0.00555290 -0.00719580 -0.00912860 -0.01354000 -0.08075000 0.00083195 -0.01477800 -0.01477800 -0.08519200 -0.08519200 -0.06115200 -0.00013862 0.00027728 0.00110930 -0.01917700 -0.01917700 -0.11965000 -0.13031000 -0.01298900 -0.01298900 -0.09062600 0.00750000 0.00750000 -0.01422800 -0.01422800 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 -0.13 -0.13 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 -0.13 -0.13 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 10.0430823 10.8684456 10.1268593 10.6286084 11.1839644 9.3901597 7.5593457 4.8612706 9.4927945 9.7096923 9.8065263 10.4295083 12.7644459 12.1950431 9.3928165 8.3994373 5.0615688 11.3418231 11.0727951 9.8869389 11.5432626 11.4161845 10.9084511 10.8526101 8.6838908 10.3394149 8.7160711 10.2314557 14.3461135 10.5112515 9.7160713 8.1108111 3.6286103 13.6736172 12.2188212 4.3066778 4.2608763 10.3503912 NA 11.2594216 11.0473044 8.9177050 11.2974934 7.8302420 10.3151089 10.9852805 10.3914887 12.6284675 4.3510770 0.8916525 11.4178160 12.8118716 11.3935728 10.7506444 10.2550476 10.1164485 9.8372525 11.3724330 10.8684456 11.7955247 11.7192501 0.3067289 3.8916428 11.2992646 9.4217240 8.6375972 10.6286084 10.7392222 7.0945834 8.4766053 8.8612693 8.9469253 7.1770447 12.7755589 7.1012908 7.3510744 8.8935200 8.6331097 9.8204080 9.4927945 8.7844385 10.4275662 11.5943927 10.3714231 8.3123049 8.2637823 13.0682316 9.9314758 8.1300474 9.8065263 11.0071200 3.6989963 9.4870992 11.1854976 10.6631323 9.0994706 2.7661075 11.0933583 9.9223100 10.4989731 7.5874513 13.6114594 8.3781427 12.7330761 10.2910987 8.6730027 5.0615688 7.5040443 10.0732092 11.0727951 7.6903843 9.1141320 10.3914887 7.4816057 12.4977395 7.4204226 9.3497076 10.1677672 9.7266405 8.5354990 6.0481468 NA NA NA 9.3052708 11.4161845 8.6838908 2.1140338 6.7742863 8.0413898 9.7150101 8.4614983 9.3080885 10.8322012 -0.6933878 12.0680238 4.5161349 10.8689228 2.6286103 10.2314557 10.9075225 9.4462316 10.3834960 10.5112515 0.8916525 11.4803575 10.7985334 11.7532467 8.8025354 9.9433050 5.7824138 3.3066851 14.1272582 10.4165110 11.9870398 11.5266686 10.9626582 10.1816616 9.5546078 10.5246380 10.3828278 11.1002836 NA 7.8535747 5.7160718 NA -0.6933878 6.8991370 10.2075471 11.3612847 11.3730857 10.9433049 0.3067289 11.1091967 11.2974934 7.8302420 8.6968493 12.4912458 9.8583886 10.1847312 8.8438988 11.4138974 11.0785824 9.5640681 10.1083887 6.6989977 10.0131764 4.1140338 12.4333848 10.0363011 12.2767862 10.8953950 12.6284675 10.3073846 10.9135481 9.9870398 10.6166966 11.5348978 9.6509761 10.1529542 9.1348167 10.6297351 NA 10.4921753 10.3894946 9.5088042 4.3941437 2.2645965 9.3928165 8.0296925 -0.6933878 12.1687364 10.8605591 10.0430823 2.1140338 9.4865895 8.5223104 10.2550476 NA 7.5258489 7.9755654 11.5886104 10.9033360 6.1893225 9.7712260 10.1708665 TCGA-2J-AABT 72 0 NA 319 pancreas stage iib t3 n1 m0 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r0 1 white NA 424.26.0 2 4 NA NA 1 2 3 1 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0259053 2.4936473 4.2306257 2.9086976 8.1723555 13.4686298 7.2603701 -0.6762264 7.6900546 8.0241723 10.1399163 3.9675929 11.2459453 10.8801620 10.9571819 9.8295442 8.0032126 9.7499973 12.3834150 9.8215844 11.0964595 NA 10.2328756 8.4374749 9.9227155 5.0241734 4.9086928 10.1956378 NA 10.4798156 5.5135571 9.2952762 3.0241778 9.8590079 9.6801846 8.7708158 -0.6762264 9.0362596 -0.6762264 3.9675929 9.4217646 15.8387702 8.4217648 6.7246121 10.2079031 10.1637236 11.8730360 14.0301207 9.6669183 NA 0.9086592 9.7995674 14.6723570 8.3704202 10.0508022 0.3237736 9.9521782 0.3237736 8.4709374 8.6411453 10.1470998 -0.6762264 5.7831633 8.0553909 5.4322579 8.6965976 3.2306181 10.0618248 NA 9.3925108 8.4111953 9.0448318 8.6790838 8.8215846 11.3694923 2.7831633 11.9310629 8.4683907 4.3681258 13.2162754 9.1692225 6.7415856 8.9098031 10.2170341 2.7831633 5.8315277 0.3237736 9.0310916 9.5834758 8.5905193 8.5477344 9.8599798 5.2306219 14.2191185 9.1739194 10.5746231 10.3166710 11.5365329 10.5110847 8.5184895 12.2934788 4.3681258 11.3938234 10.2033158 9.5152853 1.6456556 9.9301378 11.6821091 10.8668176 10.1840204 10.4111954 11.2174133 8.7074368 8.6812845 6.2779290 8.7117499 12.4995940 9.9448687 NA 7.5135571 7.0516527 12.1443105 10.8135806 12.9804926 8.7478989 7.7288742 10.4145066 6.2361424 7.4217644 10.3371879 9.6434047 12.2618419 6.1439117 9.8165872 9.4949094 3.7160471 1.6456556 12.0104519 NA 2.4936473 12.1028363 12.6535289 -0.6762264 9.5086079 7.0786205 9.2017836 7.4836038 8.0448318 10.0146036 11.1609663 8.8433690 10.2793825 2.6456556 6.5036413 9.1100022 8.1470996 10.5746231 2.6456556 11.8190880 11.8327653 10.5799413 4.4111957 7.8235787 7.0786205 0.01271200 0.00624810 0.00624810 0.00134530 0.00097064 0.00097064 -0.00083160 -0.06866300 0.21514000 0.00000000 0.00000000 0.00000000 0.55992000 0.00055459 0.00055459 0.00055459 -0.25079000 -0.25140000 0.06122200 0.42587000 -0.03463100 -0.03463100 -0.00193990 -0.00526100 -0.00526100 0.02511000 0.01271200 0.00134530 0.00097064 -0.00083160 -0.00083160 -0.00083160 -0.01986300 -0.06866300 -0.06866300 -0.06866300 0.21514000 0.00000000 -0.53083000 -0.00908090 -0.03422300 -0.03422300 0.00083195 0.00055459 0.00055459 0.00055459 0.00055459 0.25809000 0.00430210 -0.25079000 0.01628600 -0.25140000 -0.04034500 -0.02192100 -0.27559000 -0.03463100 -0.03463100 -0.10079000 -0.25527000 -0.01477800 -0.00526100 -0.00526100 0.000 0.000 0.000 0.000 0.000 0.000 0.258 0.000 -0.251 0.000 0.000 -0.211 0.000 0.000 -0.254 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 -0.215 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.215 0.215 0.000 0.000 -0.259 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.258 0.000 -0.251 0.000 0.000 -0.211 0.000 0.000 -0.254 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 -0.215 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.215 0.215 0.000 0.000 -0.259 0.000 0.000 0.000 9.738418 10.917124 10.122204 10.542296 11.290959 9.698772 8.916190 5.698771 9.041409 9.472209 9.777003 10.996600 12.971079 12.020917 9.233626 8.595196 1.323716 12.276292 7.478550 9.512322 11.331065 11.217792 11.681285 10.637183 7.707437 10.157413 11.003213 10.023132 13.385779 9.953089 9.357156 8.095222 4.908693 13.216275 12.001232 2.131096 5.131087 10.431604 NA 11.208285 10.855114 9.127864 11.027204 7.766676 10.111635 10.409205 10.555554 12.630222 5.783163 NA 10.930138 12.331811 11.409441 10.871774 10.373581 9.974784 10.102648 12.2565010 10.9171237 12.2285553 12.8798794 4.2779253 5.5905182 11.2459453 9.3543997 8.1597831 10.5422958 10.9189901 7.8354852 7.6856767 8.4374749 9.9503542 7.1879191 11.9505824 6.0836878 7.6768795 7.7872568 8.8570622 9.8735173 9.0414089 8.9585437 11.4121896 10.6332090 10.5893476 7.9199222 8.4581589 12.8263158 9.9021052 8.2063756 9.7770033 11.8426316 0.9086592 8.4267579 11.2518808 10.4491461 8.9030485 1.9086976 11.0362596 9.8325177 10.8409098 7.4478536 12.6826585 7.4836038 12.5333383 10.1246325 8.7181952 1.3237159 6.9503179 10.5686910 7.4785504 6.1181479 9.0934382 12.3140139 7.8115725 12.0029927 6.0651996 9.8821533 10.1494864 9.5775801 8.3356588 4.5331833 5.6275135 NA NA 8.8667643 11.2177925 7.7074371 0.9086592 6.9161900 6.2544693 8.0651996 8.0919172 8.5453198 9.4439704 0.3237736 12.0282847 NA 9.8443513 2.7831633 10.0231315 10.9171237 9.0293651 10.4880110 9.9530891 NA 11.1018097 11.1165229 11.1087763 8.4683907 9.6591229 5.9384434 4.2779253 13.4359277 10.7473738 10.7739129 11.2496690 11.1696146 10.3081511 8.9124472 10.6535290 10.4400765 11.0001305 -0.6762264 7.7666760 7.4217644 NA NA 7.5429011 10.3166710 11.3711974 10.9016712 10.5507468 5.0786184 11.2819228 11.0272036 7.7666760 8.6546496 12.6260859 9.7095950 8.8275583 7.8897868 10.9612632 11.9303692 9.5295258 9.9792633 6.7583605 8.7117499 NA 12.4995940 10.3370553 12.0752766 10.8859750 12.6302215 10.0727640 10.8130788 4.2779253 10.3371879 11.2977886 9.3776585 10.3251408 8.9603573 10.3447126 0.9086592 10.3770951 10.3564672 9.9208541 4.1310873 1.9086976 8.9512664 8.4349726 1.3237159 11.0461132 11.0679357 9.5549537 1.6456556 9.6635827 8.7364293 10.3735811 0.9086592 7.4936577 8.3571556 11.5200273 11.2952761 6.5998563 8.9657843 10.1067308 TCGA-2J-AABU 56 1 277 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 2 white NA 424.26.0 2 3 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.040312e-06 5.548332e-07 9.9274804 3.1265765 7.6657395 NA 6.9209959 14.4646901 6.6501427 3.1265765 8.1038606 7.8612904 10.3102159 5.4485079 10.9218084 11.4283739 10.8313487 9.8947649 8.9274805 8.8781245 10.7357593 5.8545019 11.5793365 5.4119821 10.7237019 7.5528451 10.1124224 4.7115445 4.1265765 8.3505821 NA 7.1926696 1.7115390 9.6696124 1.7115390 9.3481676 9.3040001 7.7040094 0.1265765 8.0394696 1.1265765 2.9339314 7.7040094 14.8385163 8.2965056 6.1038606 9.0894764 9.8545010 9.9515393 14.3704239 9.5819076 NA 1.1265765 8.6465313 15.1511575 6.8130808 9.6343751 1.1265765 10.4108262 0.1265765 5.4119821 7.2763273 9.0304624 NA 1.7115390 7.7412903 3.4485046 8.4885242 3.8270162 11.0312151 NA 6.5860126 9.0778652 7.9783295 7.9594705 8.3553991 12.3694569 7.7339108 12.3974598 9.2140434 5.2558632 13.2750571 9.6540576 5.4119821 7.6139382 10.2877124 9.3287043 4.7115445 0.1265765 9.5777915 9.6907300 7.9907666 8.2864520 9.6204359 3.9339314 14.5890828 9.2403227 10.3898497 9.1544865 11.7044813 10.2763276 7.9339355 7.5528451 5.2140432 10.9012028 10.0379724 9.7830054 0.1265765 11.4608538 12.0723901 10.6961703 9.9436921 10.7541144 11.2246126 9.1627541 8.0394696 5.2965051 7.9720705 12.7007009 9.7522893 NA 4.0334671 6.7264934 12.0061637 10.5327855 13.2303600 6.9594699 4.0334671 9.1600035 6.9222954 7.3360343 10.0289556 11.9507437 11.0349731 6.5528458 9.6907300 9.4574974 5.7704379 1.1265765 11.5108246 3.4485046 3.2965015 10.7847919 12.2403226 3.8270162 9.5167495 7.5941857 9.7704366 4.8270213 8.6734748 10.0107510 11.5741803 9.4326421 10.5507468 1.1265765 7.3262524 9.5380915 7.8545007 10.1461713 NA 10.7865764 11.4669870 10.3335948 3.8270162 8.0865826 3.4485046 -0.0018805 0.0153080 0.0153080 -0.0069195 -0.5394600 0.0303100 0.0075831 -0.5408700 0.0141900 0.0094491 0.0094491 0.0094491 3.6569000 -0.5295100 1.0434000 -0.5249000 -0.0049844 -0.5507600 0.0193630 0.0094491 -0.5289000 -0.0530710 -0.0071958 -0.1260300 -0.1260300 -0.0018805 -0.0018805 -0.0069195 -0.5394600 0.0075831 0.0135040 0.0062481 0.0105640 -0.5408700 -0.5408700 -0.5381800 0.0141900 0.0094491 -1.0975000 0.0013868 -0.5503500 -0.5422900 -0.5542700 -0.5295100 -0.5249000 -0.5243000 -0.0150650 -0.2213000 0.0105640 -0.0049844 -0.0040162 -0.5507600 0.0193630 0.5443600 -0.5534400 -0.5289000 -0.4144800 -0.0257560 -0.0034627 -0.0034627 -0.1260300 -0.1260300 -0.550 -0.550 0.000 0.000 0.000 0.000 -0.221 0.000 0.000 0.000 0.000 -0.551 0.000 0.535 -0.542 0.000 0.000 0.000 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 -0.539 0.000 0.000 0.000 0.488 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 -0.550 -0.550 0.000 0.000 0.000 0.000 -0.221 0.000 0.000 0.000 0.000 -0.551 0.000 0.535 -0.542 0.000 0.000 0.000 0.000 0.000 0.000 -0.546 0.000 0.000 0.000 -0.539 0.000 0.000 0.000 0.488 0.000 -0.541 -0.541 0.000 0.000 0.000 0.000 0.000 0.000 -0.126 -0.126 10.451886 10.276328 10.212717 10.862137 10.771338 9.103860 8.003097 6.170975 9.912850 9.698333 9.856201 10.126580 12.785684 12.474202 9.184572 6.907940 1.711539 10.629412 5.741289 10.105291 12.881192 11.665254 10.740370 10.934740 9.072024 9.565372 8.552845 10.622176 13.697741 9.851094 9.488524 8.552845 2.711539 13.275057 11.576761 1.126576 2.933931 10.582935 NA 10.422349 11.523185 9.168240 11.790583 7.847679 10.352993 9.098124 10.474202 12.804520 3.933931 NA 10.036474 13.069461 11.663750 10.455738 10.502706 10.126580 9.502815 11.1024285 10.2763276 11.9185573 11.1131336 1.1265765 0.1265765 10.9218084 8.7559371 8.0153236 10.8621365 10.5295925 7.1489483 6.0573181 8.6144205 7.9907666 6.9079398 11.2461701 8.0394696 8.3164051 6.9720711 9.3408996 9.7954655 9.9128501 9.0923647 10.2020596 10.3863237 9.4863300 8.7522893 8.7376053 13.3383167 10.2020596 8.4027047 9.8562012 10.7292794 1.1265765 7.6796335 10.8629824 9.7190376 9.2914875 NA 10.9915404 9.9830060 10.0198820 7.9209965 13.9174380 7.8339394 12.3111459 10.7668255 8.4439932 1.7115390 7.3527038 8.1209340 5.7412890 3.5860081 9.2422486 10.2429245 7.4303614 11.5263925 8.3933669 8.5941861 10.7550260 9.4371932 7.6657395 7.7264934 4.1265765 0.1265765 NA 8.9563033 11.6652545 9.0720243 1.7115390 7.0213987 5.2558632 8.8408261 8.9938592 7.7632051 9.9845614 1.1265765 12.2226367 2.4485046 9.5653723 1.1265765 10.6221758 10.7963514 8.8025377 10.4394635 9.8510944 NA 13.0411525 10.2232956 10.7722389 9.2140434 10.5092045 5.4485079 4.0334671 13.0701942 9.7171676 10.3780629 11.4394635 10.2763276 10.0543585 7.3064892 10.1350091 10.4246430 10.2965055 NA 4.2140471 4.2965088 NA 1.7115390 8.5274598 9.1544865 11.1893012 10.6756528 10.1095741 3.1265765 10.0938068 11.7905833 7.8476794 9.0244261 12.1909865 10.3139326 8.7412903 4.9845620 10.6734750 11.0580568 9.7376053 8.8578995 6.8814676 7.9720705 6.7412903 12.7007009 10.2813986 12.6785290 10.1940149 12.8045203 9.4371932 10.9767673 8.9339355 10.0289556 10.7604839 9.0602712 9.8391076 8.7227703 9.8730948 NA 10.2826636 10.3287043 9.1517201 3.7115390 0.1265765 8.8848036 8.4739362 0.1265765 9.1237601 10.8899257 9.5507468 NA 8.8510944 7.9252791 10.5027059 4.2140471 7.4212014 7.7919163 12.0213982 10.0923648 5.4841317 7.8680478 9.7152952 TCGA-2J-AABV 74 1 652 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 30 NA r1 13 white NA 424.26.0 1 2 NA NA 2 1 2 2 NA NA 0 0 0 0 0 0 0 0 0 5 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 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 2 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387083e-06 6.935415e-07 9.5469552 3.6551686 6.4100595 1.6551686 6.8646245 12.3333315 6.3556119 0.6551686 6.9589517 8.2401340 9.5408679 5.7426342 9.8225896 10.1789687 10.6006153 9.5590533 10.3416720 8.4365312 11.8106222 1.6551686 11.0388758 NA 10.0105227 7.4880618 9.5469552 6.9030985 5.0474904 13.4900375 NA 9.1904470 5.1787346 8.6551715 0.6551686 9.3311286 5.7426342 8.6551715 NA 7.3966382 NA 5.9405732 7.1943304 16.4883828 8.7373207 6.5620623 9.0171152 10.6968306 8.0127234 14.7671222 8.5069204 NA 5.4625268 6.7259906 13.5864630 8.4817199 8.6093679 0.6551686 10.9725841 NA 5.6551715 6.7844543 8.1943304 NA 2.6551686 6.3830925 2.9770967 6.8049183 2.6551686 9.5069206 2.2401311 5.9405732 8.4943752 7.6324514 7.5620623 8.8983456 10.7960013 1.6551686 11.9394173 8.0730238 3.8250936 14.1066402 9.9474932 1.6551686 4.8916622 8.9770996 9.3275969 2.9770967 NA 8.8983456 8.9950214 8.5859090 8.4560714 7.7212605 2.2401311 14.4013709 9.5888621 10.8719173 8.7636961 11.3133830 9.8350806 8.3205072 9.0258588 4.5620592 10.7867198 9.5560383 9.8200784 0.6551686 19.0319201 12.5197446 9.3931287 10.0911126 11.3187296 11.6093678 8.5918095 8.7844546 5.1146044 9.4848942 14.2868033 7.9125595 NA 4.4625235 6.1146023 11.7205876 11.5770124 12.7333223 7.2250271 3.2401311 9.8474643 6.1146023 7.7104538 10.1609831 11.4125615 10.9543795 4.6551743 9.6267151 8.5859090 5.2401349 3.2401311 11.0740782 5.0474904 3.9770967 9.9793520 10.8462307 2.2401311 8.3486587 8.2573138 10.1530234 4.8250987 9.4299586 9.8935762 10.3133829 8.9405738 11.5454358 0.6551686 5.4100595 8.7792929 6.6324514 10.4785388 0.9655442 10.4299586 10.9102000 9.1063826 0.6551686 8.0560508 5.2401349 -0.00110870 -0.00110870 -0.00110870 0.02272500 -0.02808100 0.00138680 0.00110930 -0.00526100 0.00652620 0.74005000 0.05039200 0.06279400 -0.03681000 0.04641700 0.04641700 0.04641700 -0.02890100 -0.00346270 -0.00346270 0.01237600 -0.00180140 -0.00180140 -0.00356850 0.00930980 0.00930980 -0.00110870 -0.00110870 0.02272500 -0.02808100 0.00110930 -0.00032989 -0.00032989 0.00138680 -0.00526100 -0.00526100 -0.00526100 0.00652620 0.06236500 -0.03681000 -0.03681000 -0.02908400 0.02918400 0.00360760 0.04641700 0.04641700 -0.00015865 0.00750000 -0.00303660 0.00013863 -0.02890100 0.00027728 -0.00346270 -0.00346270 0.01237600 -0.10567000 -0.00180140 -0.00180140 -0.01023200 0.00041593 0.00041593 0.00930980 0.00930980 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.2772232 9.6940906 9.6803110 11.2917961 9.7895979 8.2625018 8.8887910 5.6093679 8.4943752 8.4943752 8.6209558 9.7077396 12.4167227 12.1192067 10.1470246 6.6093679 3.8250936 11.7979168 11.3633932 9.8670598 13.2719501 10.4737536 12.4801302 9.9007242 6.9030985 9.5469552 6.2698822 9.1507866 13.0738147 9.5947506 9.0981150 8.1309051 4.2401311 14.1066402 10.3486585 4.4625235 4.2401311 11.0072149 NA 11.0496342 10.0280366 6.0127229 10.3949521 7.8743402 11.1972360 7.3556110 10.7439597 11.6129991 1.6551686 0.6551686 9.8719174 12.4580917 10.1586197 9.6247308 9.4753504 10.7118093 7.6961733 10.0603129 9.6940906 11.7192406 11.7876712 1.6551686 3.9770967 9.8225896 8.3625308 7.2845280 11.2917961 10.9612332 7.0302114 6.4625268 8.6995655 7.5499895 5.5620623 12.1698856 6.0474882 7.9497923 6.0127229 8.8499283 10.4625264 8.4943752 10.0388758 10.5193576 11.4825142 9.7921627 8.4233559 6.9219575 12.1570087 9.8839902 8.2476285 8.6209558 9.4848942 0.6551686 8.9810615 10.2587979 9.3311286 8.6151735 0.6551686 10.5316885 9.5069206 10.0666824 7.2250271 13.5956686 7.6885944 10.2772233 9.2954165 8.3898812 3.8250936 6.5131528 9.9860883 11.3633932 8.0214936 8.8926205 9.0687995 7.1309051 11.6934046 3.8250936 7.2990276 9.8670598 8.4880614 8.9081206 6.7212605 5.9030985 NA NA 10.0431888 10.4737536 6.9030985 NA 7.8935764 4.6551743 8.2326003 8.4033644 6.4100595 8.9125595 3.2401311 11.3608039 0.6551686 8.9219581 1.6551686 9.1507866 12.1237955 8.8548438 10.1748077 9.5947506 0.6551686 9.8275990 10.8887912 10.3556112 8.0730238 10.0517763 4.9031010 2.9770967 14.7203352 9.8350806 9.3486585 10.1084421 11.0061107 8.2698813 7.9860883 10.1767719 9.7239498 10.3625306 NA 5.9770990 5.4625268 NA NA 7.5006619 8.7636961 10.7479286 9.7405112 9.5162585 2.6551686 8.4560714 10.3949521 7.8743402 7.8250968 13.0019622 9.2735569 6.7426342 8.6719797 10.7636960 9.6523510 9.6495249 8.7050199 3.2401311 9.4848942 0.6551686 14.2868033 10.9994674 12.4625264 9.7663071 11.6129991 9.0814363 11.2030300 8.2990276 10.1609831 11.2504290 8.3275967 10.7239498 7.9497923 10.0323820 NA 8.2476285 10.4990926 9.3098076 NA 4.1146002 7.7104538 9.3181602 4.4625235 8.6438562 10.5286925 8.9078371 0.6551686 9.1470245 8.5316883 9.4753504 2.6551686 8.0814360 8.7895979 10.4975219 10.0016853 5.9770990 7.5620623 9.9312960 TCGA-2L-AAQA 76 1 143 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2010 yes pancreas-adenocarcinoma ductal type yes 30 NA r1 6 white NA 392.30.0 2 1 1 1 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 4.854791e-07 8.8112970 1.0078413 4.3863212 0.6858953 6.0867625 13.8657538 7.5624004 0.2708279 8.2950622 8.3494418 10.3418615 5.0781999 10.3400721 11.3890258 10.9335144 8.9596792 9.0522058 9.0467306 11.0647203 1.4932374 11.7835865 4.1121496 11.6620897 6.8254346 9.9468031 8.8035267 0.6858953 10.3666826 -1.3140150 9.5685266 3.7302813 8.2987522 2.3863143 9.7089449 8.2481259 7.9122960 -0.3141944 8.6957124 3.3297407 4.3297407 8.0123128 15.6144366 8.1329670 5.9242876 9.0695878 12.0319817 10.2571622 14.0404085 8.7533181 NA 0.6858953 8.1188222 14.2879444 8.3512193 8.9987664 4.2094456 11.2084651 -1.3140150 9.0952744 8.9550102 8.2802080 3.3297407 1.8557904 7.7465795 1.6858953 8.9159039 2.7733423 11.1118862 0.6858953 3.4407662 9.1412108 7.3476612 7.9643328 9.0543900 13.0363394 3.7302813 11.8257546 8.8595606 6.4932390 15.0716786 10.2447825 7.0824886 8.2728924 10.3373837 3.1453188 1.8557904 -0.3141944 9.5274479 9.3793706 5.4932374 8.4069826 9.8589360 4.2094456 14.7926510 9.3097651 10.7973453 10.0630941 11.8784846 9.9625897 8.2595310 6.8953366 6.3225087 10.9654884 10.5848627 9.4940273 -1.3140150 11.9236910 11.9061107 10.6372192 10.6682284 11.3299651 11.3509974 8.8035267 8.3529950 6.7193067 9.7357322 12.3861065 10.0856955 -1.3140150 1.4932374 6.5624012 12.4260860 11.5939008 13.2239512 6.5987731 4.4672403 8.8719979 7.2528130 7.4770467 9.8772327 9.8324522 10.1100498 5.0078100 8.9839461 9.0511124 3.8558103 0.6858953 11.7613627 5.8048254 1.2708279 11.7130985 11.9482721 2.1453188 9.7179293 6.7996261 9.9930844 4.6631624 7.8880071 9.5187735 11.4112498 9.0576601 9.9128977 2.6858729 7.4964552 9.4103975 7.9964961 10.2356682 NA 10.6462475 11.3516636 10.8362656 5.3152402 7.4205936 5.6971121 -0.66513000 -0.66513000 0.66438000 -0.00110870 0.01572700 0.01572700 0.01248600 -0.14618000 0.01112100 0.00145520 0.00145520 0.01726400 -0.00373950 0.01126100 0.01126100 0.01126100 0.01084200 0.62406000 1.94060000 0.00972760 -0.01174900 -0.01174900 0.02424400 -0.09775900 -0.10277000 -0.66513000 -0.66513000 -0.00110870 -0.01202400 0.01248600 -0.60526000 0.01628600 -0.02246900 -0.68697000 -0.68697000 -0.66781000 0.01112100 0.65020000 -0.62245000 -0.00648220 0.00791750 0.01014600 0.00000000 0.01126100 0.01126100 0.01126100 0.01126100 0.00666530 0.00519160 0.01084200 0.00388540 -0.68665000 -0.67518000 0.02342600 -0.67756000 -0.01174900 -0.01174900 -0.00332430 -0.00013862 -0.00013862 -0.09775900 -0.09775900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.655 0.000 0.000 -0.645 0.000 0.000 -0.665 -0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.668 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.655 0.000 0.000 -0.645 0.000 0.000 -0.665 -0.001 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.668 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7130985 11.3889220 10.1702030 11.3686587 10.5791851 9.8041757 9.3828512 7.4507551 9.8061215 10.4798932 9.7759960 9.7089449 12.9720803 13.7942855 9.0532985 7.8279905 1.8557904 10.3850222 8.8831002 10.2216450 12.8586095 12.0761869 9.9908053 9.7411659 8.2932137 10.2138492 9.2385526 10.7667977 14.2052127 10.1121483 10.4428567 7.3297398 3.2094378 15.0716786 10.5527761 0.6858953 2.1453188 10.1792387 NA 10.3710704 10.1877207 8.3741340 12.2433473 8.2764706 10.6069807 8.2366304 11.2286736 12.5751023 0.2708279 NA 11.6406251 13.6501793 11.8828775 10.3932987 10.5662324 10.3915160 8.9000933 10.7809509 11.3889220 12.1024172 13.2684960 0.6858953 -0.3141944 10.3400721 9.2904368 8.4835449 11.3686587 10.2143377 2.4932374 8.3405195 8.6516678 8.7573460 7.1121486 12.0198775 8.7185079 6.8254346 7.4835449 8.4786738 9.9479785 9.8061215 9.4639608 10.4082642 11.1983771 10.2802082 8.2423896 7.5654669 12.1925630 10.0658034 8.3297398 9.7759960 10.2528889 1.6858953 10.5939384 10.8388021 10.1916951 8.6386249 2.2708578 11.3726029 9.9666544 10.5325493 8.4457718 13.9760465 7.4205936 13.1804267 10.1324500 8.1494077 1.8557904 6.8897704 8.6943123 8.8831002 6.2481268 9.7149016 9.5274479 7.8781766 11.0992471 5.7839150 9.5384130 10.6541904 9.5500697 9.1905934 6.9098847 6.0167994 NA 2.0078055 8.6645941 12.0761869 8.2932137 -1.3140150 6.6574271 4.7944055 7.9432714 8.3079353 6.9479782 11.9990500 -0.3141944 12.2350666 1.8557904 10.3454335 NA 10.7667977 11.1218142 8.3966900 10.4729699 10.1121483 NA 11.2959856 10.5807013 10.9423872 8.8595606 9.6574271 4.4932374 3.6858841 13.7256594 9.5052643 10.8228747 11.2963478 10.6294972 9.1636419 8.1453152 11.2378321 10.1742259 11.2557392 -1.3140150 5.8953366 3.6400772 NA NA 5.2708466 10.0630941 10.8365828 10.3122269 10.6151419 NA 9.6017630 12.2433473 8.2764706 9.0434356 12.3034658 10.4082642 9.3949674 8.7438754 10.5692906 11.2771721 9.2913632 10.5496826 6.7465802 9.7357322 2.3863143 12.3861065 9.4598469 12.5219339 10.6660232 12.5751023 9.1555254 11.0368227 9.8125881 9.8772327 11.5810801 7.8279905 10.3521076 8.7096380 10.7492787 -0.3141944 10.6136615 11.2736611 11.0134362 NA -0.3141944 8.4103975 7.6894299 6.7357320 10.4005584 10.4137573 9.2922887 -1.3140150 8.8254349 8.9901207 10.5662324 2.4932374 7.2366304 7.6999042 11.9283134 10.4984620 4.9526690 8.2783407 10.1386397 TCGA-2L-AAQE 56 1 684 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes 30 NA r0 1 white NA 410.27.0 2 3 NA NA 1 2 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872562e-06 4.50802e-07 9.8740114 -1.1096701 5.5768063 NA 5.4138682 14.2557732 7.3980998 -0.1096701 7.3123702 8.0118389 10.3420314 3.4138648 10.2373727 11.7300522 10.6313507 10.1895131 9.1476929 9.2256955 9.2869100 5.2122347 11.9010081 2.0602204 10.7318694 6.4752681 9.8466814 10.4686778 -1.1096701 7.4099416 NA 8.9935929 2.9777745 7.9751137 0.8903299 9.4752677 8.9043257 8.0997586 -0.1096701 8.1826268 1.8902910 4.4138648 8.9802321 15.6133927 8.9843829 7.5160144 8.7184418 10.8020716 10.6700245 14.3219986 9.2467572 NA 0.4752925 8.6261657 14.1361178 8.7579546 9.1570917 1.6976404 10.7401012 -1.1096701 7.2609929 7.6912047 9.2664305 4.3821554 2.2122269 7.8931201 2.7971998 8.2609924 1.6976404 10.0046981 0.4752925 5.9126738 9.0131331 7.4060051 8.4119054 9.1535743 12.4073593 7.2826224 12.2229012 9.1155127 6.5123565 15.0745800 9.1547477 6.4752681 7.8019366 10.5146436 0.8903299 3.2122269 -0.1096701 9.0451232 9.1287099 6.2911854 8.0875217 10.4123962 3.4752665 15.1167173 9.9209722 11.7971957 10.0807472 11.9702898 11.4434544 8.4487259 9.3660387 5.0801289 10.9120485 9.9050231 9.7147389 -0.1096701 10.2615373 11.7359912 10.0964892 10.3587204 10.7243811 11.1897994 9.1070510 8.1664297 5.5196614 8.5467301 12.4831125 9.7752387 NA 2.8903105 6.0899769 12.2334909 10.8846586 13.4013165 7.5413569 5.3165694 9.5260232 6.5243176 8.1617683 8.4654472 9.9691231 11.2723888 6.7231954 9.1837768 9.2144857 4.5050144 -1.1096701 12.0141032 5.8091675 3.4752665 9.4790197 13.0743281 -0.1096701 10.1774403 6.7797784 9.9015323 3.2826177 7.9644466 9.9462653 11.2804741 9.5359635 10.1197249 4.1382329 6.7851229 9.2718482 7.1986444 10.0330504 NA 11.1918014 11.9372586 10.6802463 4.3165730 8.2718482 3.6976626 -0.180170 -0.180170 -0.180170 0.000000 0.024408 0.024408 -0.247030 -0.547340 0.018103 -0.605640 -0.605640 0.456830 -0.814410 -0.237410 -0.248600 -0.536520 0.028341 -0.523990 -0.517120 1.130100 -0.075478 -0.075478 -0.553470 -0.172210 -0.173690 -0.168150 -0.703160 0.000000 0.024408 -0.247030 -0.247030 -0.247030 0.019783 -0.543810 -0.547340 -0.550740 0.018103 -0.605640 -0.802360 -0.222190 0.026092 0.016006 0.028341 -0.237410 -0.248600 -0.536520 -0.536520 0.011400 0.023426 0.028341 -0.526040 -0.523990 -0.525220 -0.222440 -1.111600 -0.075478 -0.057250 -0.240820 -0.438500 -0.438500 -0.173690 -0.173690 0.000 0.000 0.000 0.000 -0.249 -0.537 0.000 0.000 0.000 0.000 -0.526 -0.524 0.000 0.337 -0.482 0.000 0.000 -0.180 -0.180 -0.534 -0.534 -0.241 -0.434 0.000 0.000 0.000 0.000 -0.247 -0.247 0.000 0.000 -0.547 -0.547 0.000 0.000 -0.606 -0.149 -0.802 -0.802 -0.174 -0.174 0.000 0.000 0.000 0.000 -0.249 -0.537 0.000 0.000 0.000 0.000 -0.526 -0.524 0.000 0.337 -0.482 0.000 0.000 -0.180 -0.180 -0.534 -0.534 -0.241 -0.434 0.000 0.000 0.000 0.000 -0.247 -0.247 0.000 0.000 -0.547 -0.547 0.000 0.000 -0.606 -0.149 -0.802 -0.802 -0.174 -0.174 9.1239248 10.2031881 9.9381106 11.2718481 10.4962476 9.4429742 8.8888954 6.2826233 9.7239860 9.3589292 9.7056884 10.3846607 13.0347244 12.4638340 8.9387921 6.5627309 0.8903299 10.1088684 5.1382329 10.1518124 12.2371194 12.0474942 10.3012864 10.4520704 9.0260143 10.2009180 8.2412443 10.3243547 12.8741004 9.2301552 9.2301552 8.4177821 3.7482895 15.0745800 11.6946379 3.3497333 4.7482841 10.7447840 NA 10.6956460 10.5662621 8.5890099 11.8844818 8.1358580 10.4568349 9.6105495 10.4719765 12.6922155 3.3497333 NA 10.2707663 12.8835089 11.4282127 10.6789868 10.4064977 9.6634444 8.7787441 10.9955589 10.2031881 12.2806085 10.8983836 2.0602204 0.8903299 10.2373727 9.0182995 7.9374291 11.2718481 11.1664296 5.9671202 7.2212217 8.2588114 8.7744758 7.2301550 11.2571737 7.8128595 7.8328198 8.3290971 8.5890099 11.1121943 9.7239860 9.6435218 9.3558715 10.9343576 9.9516764 8.0144267 7.5123573 12.8109371 10.1251226 8.3039332 9.7056884 10.2144857 0.4752925 9.1149339 10.4658444 10.1299036 9.3176179 -0.1096701 11.3505050 10.4314017 11.2863747 8.0476518 14.0538369 7.3941308 12.3293568 10.1582622 8.1143066 0.8903299 7.0070127 9.8888956 5.1382329 6.0899769 9.1677786 9.9837227 9.7024825 10.9435522 10.8106580 9.3690747 10.4396085 9.6387413 8.0501762 6.4294637 4.7729466 0.4752925 NA 9.4284940 12.0474942 9.0260143 -1.1096701 6.7482868 6.7357956 8.4715057 7.3415162 6.8328191 10.5864033 3.0602377 12.4218084 1.4752925 9.5004071 NA 10.3243547 11.6980626 8.5855335 10.5781182 9.2301552 -0.1096701 12.8524782 10.8789898 10.4587363 9.1155127 9.3871589 5.9015331 4.1757082 13.3422889 10.1346690 9.7637492 11.4595817 11.1903716 9.7310831 5.8091675 11.5534184 10.1364519 11.3499929 NA 6.2122327 4.3497333 NA -1.1096701 9.2686000 10.0807472 10.7176478 10.2450174 9.8560895 NA 10.3776427 11.8844818 8.1358580 9.4128867 12.7238871 9.5114412 8.7008766 5.8789901 11.2429004 10.2810115 9.9489734 9.5591901 5.9455866 8.5467301 7.3123702 12.4831125 10.3476860 12.5225052 10.8874846 12.6922155 9.5803030 11.4246080 5.0997581 8.4654472 11.7558451 8.7184418 10.7068889 9.7160589 10.0621074 0.4752925 10.2788606 11.1857871 10.7354031 5.8675852 NA 8.3861600 9.5654331 2.5907457 9.4743281 10.8550756 9.9147523 1.4752925 9.1768628 9.1910466 10.4064977 -1.1096701 7.1617678 8.1780174 11.5911783 10.6551768 5.6045517 7.8589719 10.0279367 TCGA-2L-AAQI 66 1 103 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r1 6 white NA 410.27.0 2 2 1 1 2 1 2 2 3 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 2 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 2 0 0 0 5 0 0 0 0 0 0 0 0 0 4 2 0 0 0 2 0 2 2 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 1.907239e-06 4.854791e-07 9.89963637 0.54359486 4.28051839 NA 7.11846044 12.97531003 6.45044257 0.54359486 7.10833627 7.85037252 10.26920162 3.71347588 10.93013234 11.85594646 11.04206809 9.79700487 9.08271004 9.52083119 10.75259841 3.60244500 11.58269881 1.76595901 12.07070243 7.23471303 10.08464790 4.98095754 2.65903401 13.99964897 -1.04126866 9.75056564 6.40979992 9.16071250 4.48215129 9.48018917 8.85492104 8.23238447 NA 7.82895330 0.54359486 5.64509061 8.98984888 15.47611977 8.24860741 7.35946846 9.44038812 11.31035625 9.25206032 14.71115237 8.67626529 1.54354537 5.52844317 8.13084132 13.90096583 7.98095640 9.93729922 3.54354537 11.00332100 NA 8.97817961 9.03005103 8.28051700 2.12852437 NA 8.16071250 3.65903401 8.79463908 3.81656899 10.77076612 1.95858287 7.57697404 8.63454572 7.81967585 8.83970266 8.84885294 11.88803215 4.38485108 12.18980995 8.78354767 6.16804226 13.94563069 9.99819325 6.78513725 8.07514056 10.39530031 -1.04126866 4.16804025 NA 9.51892161 9.52844434 8.38694886 8.01658045 10.43937900 7.04073794 14.80020227 10.66853419 10.95964505 9.91641633 12.19967817 10.00503079 8.50933560 7.34229339 5.94727341 10.73581120 10.41031503 9.67464514 -0.04141713 12.17427345 11.60357164 10.73420315 10.31561287 11.96894206 11.31504073 8.91132996 7.92437310 5.24399271 9.38799554 12.39841966 9.93372031 NA 3.60244500 6.71347588 11.94389709 11.41519986 13.20414150 7.55104607 4.60244500 9.49483599 6.63002389 7.28501837 9.78354751 11.62014421 11.30121906 5.35090737 9.03673959 9.70929581 2.76593780 3.20651820 12.01776421 5.10833627 2.41802799 10.56267860 12.31600332 4.98095754 9.92797525 6.44240446 10.20295258 4.95858751 8.30731695 8.99063441 11.64858678 9.47822499 10.41494321 4.24398890 7.68650893 9.61769281 8.44240446 10.64508935 NA 10.85832336 10.95470916 10.80955697 5.70005680 8.15826128 6.11845940 -0.2773700 1.2910000 0.0207710 0.0045800 -0.1296600 -0.1296600 0.0229520 -0.2531000 0.0226630 -0.0136770 -0.3194900 0.1352400 -0.2772700 0.0238470 0.0238470 -0.2797700 0.0216030 -0.2818000 0.0158660 -0.3092100 0.0084743 0.0040193 -0.0234290 -0.0859090 -0.0859090 -0.2773700 -0.2773700 0.0045800 -0.1296600 0.0229520 0.0182430 0.0182430 -0.2808400 -0.2531000 -0.2531000 -0.2834600 0.0226630 -0.3265800 -0.5735800 -0.2772700 -0.1263400 -0.1263400 -0.0058470 0.0238470 0.0238470 -0.2797700 -0.2797700 0.0174040 0.0237340 -0.2754700 0.0322810 -0.2818000 0.0158660 -0.3092100 -0.3164600 0.0084743 0.0040193 0.0192230 0.0151680 0.0151680 -0.0859090 -0.0859090 -0.126 -0.126 0.000 0.000 0.000 -0.280 0.000 0.000 0.000 0.000 0.000 -0.282 0.000 -0.309 -0.309 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 -0.130 0.000 0.000 -0.281 0.000 -0.253 -0.253 0.000 0.000 0.000 0.135 -0.277 -0.277 0.000 0.000 -0.126 -0.126 0.000 0.000 0.000 -0.280 0.000 0.000 0.000 0.000 0.000 -0.282 0.000 -0.309 -0.309 0.000 0.000 -0.277 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 -0.130 0.000 0.000 -0.281 0.000 -0.253 -0.253 0.000 0.000 0.000 0.135 -0.277 -0.277 0.000 0.000 9.273738 11.166213 10.206516 10.993388 9.919315 9.701740 7.841232 6.713476 9.672834 9.517009 9.976789 10.241098 13.025855 12.559431 9.000248 7.883401 5.206518 10.616354 10.585210 9.863223 11.745971 12.088838 11.395300 10.111507 9.253210 10.632781 8.665948 10.697593 12.925455 9.671975 9.449440 7.794639 3.602445 13.945631 13.145786 4.046054 3.958592 10.553380 -1.041269 11.367449 11.288945 8.677978 11.421602 7.935869 10.326004 8.914239 11.114356 12.677657 5.002981 NA 11.614790 13.009713 11.592776 10.730928 10.394259 10.911330 9.302441 10.52321467 11.16621324 11.84790259 12.12647731 2.65903401 4.24398890 10.93013234 9.61232964 8.73172802 10.99338778 10.40928453 6.14841353 7.73337604 8.54917589 9.09301501 7.36373003 11.95700291 7.33796704 7.33796704 8.47822520 8.31833854 10.27260553 9.67283422 8.76916046 9.56869092 12.21553455 10.28614141 7.82277475 7.59158368 13.58703432 10.02467802 8.85340656 9.97678892 10.91423869 1.28054066 9.49991782 10.82354868 10.37854901 9.13101630 -0.04141713 11.18047797 9.93300337 10.54120128 7.76594376 14.34046966 7.55477838 12.84523799 10.42006822 8.81812357 5.20651820 7.21734318 9.67540825 10.58521044 6.18740750 9.68956824 9.25091043 8.46638322 11.54870797 7.67283405 9.42721289 10.54355127 9.66681055 8.90656174 5.96981588 4.93586987 NA 5.45044257 9.01115680 12.08883755 9.25320953 NA 7.33796704 4.16804025 9.26692776 8.34445127 8.00571268 10.24399104 -1.04126866 12.66292476 4.88932751 11.60469745 3.28051097 10.69759296 11.18439870 9.00707578 10.15211419 9.67197531 -1.04126866 12.04057145 10.55151294 11.39945797 8.78354767 9.93586869 7.09301501 5.06711379 14.01247225 10.75056564 10.02130954 11.46978054 10.63366370 9.40773747 8.09814002 11.05892261 9.90841544 11.10452092 NA 6.40979992 4.79148070 -1.04126866 NA 4.45043927 9.91641633 11.37380240 10.10731962 10.52130824 2.28051097 9.97887431 11.42160218 7.93586869 9.03540424 12.67690759 9.63894828 8.25091043 9.06056435 11.15979378 11.01658052 10.24803132 10.74567508 6.83510551 9.38799554 5.93586987 12.39841966 9.76594376 11.89963637 10.82702555 12.67765669 9.70678159 10.98130333 10.41699540 9.78354751 11.77297098 8.82741130 10.25493152 9.14717770 10.18680620 -1.04126866 11.16651825 10.68693450 10.01183594 -1.04126866 3.60244500 9.10579382 8.29460421 4.45043927 9.67111571 10.28085496 10.30786996 1.76595901 8.73502183 8.57315144 10.39425903 -0.04141713 7.80407873 7.50548289 11.84352245 10.88969560 5.65902830 8.25320930 10.09173104 TCGA-2L-AAQJ 49 1 394 NA pancreas stage iii t4 n0 mx 26-3-2015 female 2010 yes pancreas-adenocarcinoma ductal type yes NA NA r1 0 white NA 410.27.0 2 1 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.814478e-06 8.322498e-07 9.36177011 3.68608587 3.07310042 NA 7.19996380 13.84343136 6.72711177 3.30757424 6.79942540 7.76700454 9.68954833 2.79300107 10.67869599 11.37445849 11.17947802 9.77680756 9.49739741 9.70417756 11.38812387 5.46137794 11.53446660 1.79298026 11.64407934 7.54406570 9.52867660 10.91082821 2.44506452 11.64206957 -0.01435385 9.80262832 0.98564615 9.55265008 1.98564615 9.11492761 8.74053230 7.44916928 -1.01449957 8.10458565 -1.01449957 3.89253675 8.63823859 15.55787122 7.80582382 6.40349781 9.76700437 10.18715607 11.11846570 13.96032817 8.55550022 NA 2.44506452 8.01939780 15.66266232 7.57435965 10.30475230 2.89252703 10.83152672 -0.01435385 10.22703213 8.41818657 8.17793772 1.30754510 1.57060865 7.39927280 2.68607466 8.38652429 1.98564615 10.20057093 0.57056008 5.42858797 9.17670399 8.10717836 9.44507632 8.01078431 13.02199006 2.57060865 12.16306424 8.37366213 5.25243080 14.37980591 9.61500130 2.44506452 6.80160490 10.58973456 9.32994071 -0.01435385 1.79298026 9.21446338 9.51605101 7.06779358 7.55169903 10.07377044 5.28942505 15.01136825 9.40770943 10.24067329 9.67913170 11.63624772 9.71866010 8.51702603 4.79300107 5.09416849 10.43415855 10.40876057 9.52674140 NA 11.84944381 12.31431963 10.37646925 10.20746134 11.37258493 11.15650868 8.96435531 8.77027967 5.05173317 9.78735312 12.66984541 9.95718825 NA 4.07310899 6.52480339 12.67039333 12.02815910 13.38412121 8.76864287 6.12519647 9.19021581 6.35519779 7.84983104 10.12583537 10.01285957 11.51336604 6.88046269 9.63759340 9.46542499 3.62949651 2.89252703 11.94002279 5.90450818 2.30757424 10.70117778 11.33298926 -1.01449957 9.71101094 6.84399891 10.12071261 4.30757424 8.54979429 9.54119247 11.35032657 9.00245303 10.71015854 -1.01449957 6.29852819 9.27220239 7.73718852 10.69343521 0.31903982 10.51067606 11.27739098 9.90897213 4.60035302 7.58927137 5.62950234 -0.27921000 -0.27129000 0.17166000 0.00055459 -0.43739000 0.04358200 0.00291330 -0.03026700 0.00194180 -0.01409000 -0.01409000 0.46331000 -0.47150000 -0.46642000 0.54436000 -0.00235530 0.00944910 -0.39007000 0.51228000 0.01586600 -0.01158700 -0.01158700 2.95300000 -0.05023500 -0.05023500 -0.31095000 -0.31095000 0.00055459 -0.43739000 0.00291330 0.00291330 0.00291330 -0.47818000 -0.03026700 -0.03026700 -0.03026700 0.00194180 -0.01409000 -0.46557000 -0.10657000 0.00097661 0.00194180 -0.00041585 -0.46642000 -0.00235530 -0.00235530 -0.00235530 -0.00307040 0.01102900 0.00944910 0.00944910 -0.39007000 -0.38067000 0.01586600 -0.36045000 -0.04793600 -0.01158700 -0.00415460 -0.00609040 -0.00609040 -0.05023500 -0.05023500 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 -0.390 0.000 0.000 -0.360 0.000 0.000 -0.102 0.169 -0.469 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.447 -0.466 -0.107 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.453 0.000 0.000 0.000 0.000 -0.390 0.000 0.000 -0.360 0.000 0.000 -0.102 0.169 -0.469 0.000 0.000 0.000 0.000 0.000 -0.437 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.447 -0.466 -0.107 0.000 0.000 9.63669639 10.90376257 10.11105819 10.57342225 10.69343521 9.16181791 8.72542523 6.41190921 8.87894630 9.75300158 9.78087272 9.81457446 12.91859761 13.41518222 9.52577272 6.91638229 -0.01435385 10.35251325 9.65275626 10.05911688 12.94587294 11.63490088 10.46946050 10.24950069 7.47749763 9.72711177 8.62408078 10.51703106 13.45356861 10.45426875 9.63400237 5.81853361 3.62949651 14.37980591 10.97999816 0.57056008 4.47749601 10.39715575 NA 8.99407336 9.46036456 8.68781726 11.96256677 7.33069463 10.56023824 9.93547139 10.67258286 12.56625661 2.89252703 -1.01449957 11.22434801 13.78614021 11.44367958 10.17961965 10.13792958 10.25067361 9.41782109 10.85985761 10.90376257 11.93929553 13.32952439 -0.01435385 1.30754510 10.67869599 9.24185329 8.19021581 10.57342225 10.23831015 5.97432969 8.04092694 9.59759169 8.44097212 6.97432969 11.97681222 7.68090801 7.17051999 7.24303209 8.90599765 10.22762786 8.87894630 8.98564473 9.85292349 10.87248443 9.92815917 8.76536401 7.86216186 12.59943417 9.95575059 8.01078431 9.78087272 10.63669639 0.98564615 9.15337647 11.30249191 9.82563571 9.12647450 1.98564615 10.88877338 9.65009191 9.98564473 7.67214526 14.87093593 7.18531750 12.51678244 10.16555386 8.62045592 -0.01435385 7.77067182 8.89553772 9.65275626 6.00801172 9.43993371 9.59297497 8.60586468 10.61363451 6.75382914 9.16803900 10.16741815 9.30982533 8.24067305 6.38652472 0.57056008 -0.01435385 -0.01435385 9.51800060 11.63490088 7.47749763 NA 6.36934957 5.99687228 9.95575059 8.22881869 5.98564387 11.37285429 0.57056008 11.96881645 -0.01435385 10.40876057 -1.01449957 10.51703106 11.29199124 8.86216155 10.65674340 10.45426875 0.57056008 11.89741118 10.65231251 11.43994399 8.37366213 9.16430962 5.80582382 4.57060865 13.48468085 9.68608447 10.88500162 11.39145096 11.14077917 9.54119247 7.60769649 11.55312551 9.97929071 10.85523851 -1.01449957 5.78006070 4.03003585 NA NA 5.60035599 9.67913170 10.84090252 9.98705989 10.71015854 NA 9.38652408 11.96256677 7.33069463 8.22643628 12.87979931 10.13919677 8.66336419 8.56496075 10.67564271 11.24715203 9.48648652 9.51018638 5.90450818 9.78735312 4.44507777 12.66984541 10.19570722 12.71823615 10.14488533 12.56625661 10.01493198 11.39078616 10.38972189 10.12583537 11.93236824 8.04092694 10.46087144 8.87134098 9.88500170 -1.01449957 10.16181791 11.14897991 10.73005816 8.12775192 3.68608587 9.18040151 8.19048498 0.57056008 10.38492262 10.45898522 8.95575073 NA 9.42443653 8.88285485 10.13792958 NA 7.20481369 7.58927137 11.26322271 10.51946111 5.69989028 7.69645084 9.38865667 TCGA-2L-AAQL 82 1 292 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA rx 3 white NA 392.30.0 2 1 1 3 2 1 4 3 3 3 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 5 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.49675e-06 6.935415e-07 9.3081278 1.6934089 5.1528486 NA 8.2012129 14.6828836 6.6661104 NA 6.5212377 7.6476146 9.9384953 4.4158871 9.9834370 10.6122932 10.7867036 9.6098947 9.3855104 9.1996265 12.7640758 5.7290415 11.5815525 1.9564656 10.6128773 8.0117349 9.5046323 7.2106937 3.0719342 12.3202223 NA 9.9356395 4.4158871 9.3300427 2.6934089 9.3672573 7.1330415 8.4375794 -0.6286084 8.0857353 -0.6286084 4.3256886 8.7378121 14.9143103 8.2663077 8.1756209 8.8431651 9.5991059 10.1188439 14.9187159 8.4668869 -0.6286084 5.3938589 6.7548488 14.8997915 8.5979021 8.5588420 3.4589594 11.0994062 NA 8.8871898 7.4800146 7.5563650 0.3715031 1.6934089 7.5906589 3.7638046 7.6098946 5.0439175 9.9289537 NA 6.0439153 9.0667183 8.3198572 9.5699351 8.8852177 12.1190536 2.9564470 12.5685531 8.1129571 4.9862016 15.0076048 10.2216769 3.4589594 4.3974060 9.4172496 4.1788421 3.7638046 0.3715031 8.9164546 8.9279960 8.1561251 7.8553058 8.5135969 3.7638046 13.8174748 9.0822965 10.8118401 8.9067653 11.1573511 10.0081147 7.9714027 6.5513991 5.6003084 10.4665112 10.3271399 9.2556605 -0.6286084 12.2774410 12.6194175 9.0172925 9.8963158 10.8355252 11.1880737 9.3154700 8.4878340 7.2663077 8.6194174 13.4463841 8.4616022 0.3715031 2.6934089 6.4158837 12.0738792 11.6075042 12.8675948 7.0857359 4.7290415 8.9953715 6.4704702 7.3544839 10.1940608 10.5900533 11.0878808 5.9564517 9.6568923 8.7659527 3.2783863 2.8309246 11.6487774 6.5313612 3.9564563 10.7824713 10.5791145 0.3715031 9.2464713 7.8102818 9.9517486 5.5613139 8.1061996 10.1788450 10.3785173 9.2798826 11.1376048 0.3715031 5.6568910 8.3285919 6.4695214 10.4422818 NA 10.8901432 11.3633661 9.8862041 2.5414157 7.6429528 5.3022276 -0.294020 -0.294020 0.534850 0.108040 -0.304160 0.119760 -0.069332 -0.086120 0.142950 -0.093403 -0.093403 -0.093403 -0.303450 0.114620 0.114620 0.114620 0.132280 -0.310030 1.285200 -0.032314 0.115940 0.115940 0.142210 0.000000 0.000000 0.145330 -0.294020 0.108040 -0.310500 -0.087753 -0.087753 -0.087753 -0.084614 -0.086120 -0.086120 -0.106310 0.142950 -0.093271 -0.705320 0.128450 0.125350 0.125350 -0.101650 0.114620 0.114620 0.114620 0.114620 0.516640 0.138500 0.132280 -0.286670 -0.310030 -0.310610 -0.032314 -0.307040 0.115940 0.115940 -0.298510 -0.095516 -0.095516 0.000000 0.000000 0.125 0.125 0.000 0.000 0.115 0.115 0.517 -0.310 0.132 0.144 -0.143 -0.299 -0.299 0.000 -0.263 0.116 0.116 0.241 0.535 0.142 0.142 -0.299 0.000 0.108 0.108 -0.184 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.143 0.143 0.000 0.000 -0.175 0.128 0.000 0.000 0.125 0.125 0.000 0.000 0.115 0.115 0.517 -0.310 0.132 0.144 -0.143 -0.299 -0.299 0.000 -0.263 0.116 0.116 0.241 0.535 0.142 0.142 -0.299 0.000 0.108 0.108 -0.184 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.143 0.143 0.000 0.000 -0.175 0.128 0.000 0.000 9.0099260 10.6158539 9.7935547 10.8950520 9.0908788 8.9953715 8.6241554 5.9260777 8.8472234 9.4321859 9.4442925 9.6417853 12.5637828 14.0144442 9.1964487 6.6752711 8.0081148 11.1544882 10.4734657 9.6206035 12.8167312 11.2843794 10.7776950 9.9620770 6.6288786 9.6900329 7.3198572 9.8158942 13.0908788 9.9695425 9.0684575 8.4049129 4.4158871 15.0076048 10.2925871 3.4589594 5.6382766 11.1301296 NA 10.2387687 10.0252308 7.1593930 11.8683438 7.4375790 11.1032333 8.3658434 11.1045053 11.9370681 2.3715031 -0.6286084 9.8792847 13.5116008 11.0418497 9.6053973 9.4348851 9.8522803 7.3251048 10.3658434 10.6158539 11.5091216 12.7734361 -0.6286084 3.9564563 9.9834370 8.4589528 7.9375439 10.8950520 10.4035357 7.3544839 7.3314920 8.7224291 8.1820616 5.8309221 12.2350956 6.9480880 6.5906589 7.3938581 9.2903532 10.4930235 8.8472234 9.0667183 9.7691646 11.3700805 10.2208951 8.3081278 8.2963023 12.1598005 10.1512094 7.9526906 9.4442925 10.3029663 0.9564284 10.1925943 10.7180037 9.0753936 8.9880387 3.6194130 10.6786908 9.9508059 10.5852018 7.4536394 13.9870047 7.7977549 11.5520208 9.9769696 8.0117349 8.0081148 7.3316658 9.5033469 10.4734657 6.5513991 9.1824311 9.4496408 6.0579896 12.3042584 5.2783788 7.6889028 9.7508684 8.9375439 7.8832426 4.9260801 7.7723693 0.9564284 NA 10.2472393 11.2843794 6.6288786 -0.6286084 7.5613147 5.0439175 7.9375439 8.0994104 7.2418545 9.5748380 1.6934089 11.6672590 4.6194189 9.0314859 3.0719342 9.8158942 12.0368259 8.6706980 10.4355591 9.9695425 NA 10.7798197 10.9169372 10.8573193 8.1129571 9.1980386 4.0153459 4.4158871 13.8957868 9.4576263 9.7893426 11.1217783 11.6030112 9.0719297 7.8713361 11.0261261 9.9526906 10.2587106 0.9564284 7.0297013 5.3022276 NA NA 8.9318228 8.9067653 10.6528405 10.1034624 9.7146757 0.3715031 9.2310248 11.8683438 7.4375790 8.4616022 13.1915692 9.7035266 8.8553058 9.0207461 10.7317884 9.9212746 9.4007772 10.1618386 2.5414157 8.6194174 0.3715031 13.4463841 10.4274502 12.3683165 9.7345296 11.9370681 9.5071992 11.4152009 9.3169338 10.1940608 11.6155565 8.8832426 11.2560421 8.8472234 10.7840599 NA 9.7977547 10.8118401 9.9077372 2.5414157 1.9564656 8.0822965 10.0625793 4.4158871 9.1380188 11.6417999 8.2387687 2.9564470 9.0942976 8.5613147 9.4348851 NA 7.2541329 9.1011108 10.9930840 10.1380190 5.8144325 8.8411319 9.7012864 TCGA-2L-AAQM 52 0 NA 1383 pancreas stage iib t3 n1 mx 26-3-2015 male 2010 yes pancreas-adenocarcinoma-other subtype yes NA NA r1 16 white NA 410.27.0 3 2 3 4 3 3 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.0785586 2.5691751 2.8322217 2.5691751 5.0021399 12.2189746 7.6608794 NA 7.1052328 8.7310671 9.9179077 5.7391055 10.5435941 10.4437244 10.7644287 11.0179153 8.8929098 9.6953677 10.5187144 0.2471984 11.0008861 8.1956188 9.4481500 5.2245304 10.0335210 7.7391048 1.5691994 5.5326536 0.2471984 10.0626347 7.0286111 8.6860431 1.5691994 9.0974383 8.2779187 9.8246802 NA 8.9249710 0.2471984 8.5759264 6.5418726 15.7382589 9.2486596 10.5932110 9.9311232 9.9700590 8.2245314 17.2268050 10.0793502 4.2014457 10.7722827 7.1622946 13.9649814 8.3791084 10.3938201 1.2472592 9.7360958 NA NA 8.4346036 9.9000964 NA 1.8322014 7.6135736 4.7708132 7.3868032 NA 9.9683506 NA 10.3167012 7.4760698 7.3347140 8.4146696 9.2806745 12.0777666 1.8322014 11.6320351 7.8056723 6.4071233 10.1329478 11.6507961 6.2014476 7.6694846 9.8265674 2.0546054 -0.7526801 NA 9.1005609 8.3944563 8.7883480 7.1114372 7.8947099 4.6395679 13.0608322 10.2633632 10.4736636 8.9511550 10.6682643 11.5973618 8.7209573 2.7066853 3.0546054 11.8951235 9.4234246 9.0071397 3.2472440 4.1541457 11.6876015 9.9176243 9.8859678 10.4234246 11.4736636 9.4676298 7.8911075 5.7708132 8.8152075 12.3217274 8.9802667 0.2471984 -0.7526801 8.1926952 10.9528838 10.3771783 12.2505936 7.5871017 2.0546054 9.9743209 3.3347113 7.7941461 10.9857660 11.8775185 10.8987516 3.9476942 9.3622950 9.5589998 4.0546054 6.2130362 11.4706498 -0.7526801 5.5691781 10.1705790 11.4730614 NA 10.1526384 9.7777846 9.2444309 5.4951803 6.5418726 10.7102648 11.2227412 9.4146696 11.0473424 9.1601407 6.9125876 9.8829695 6.8693027 9.2043535 0.6641187 11.9857660 12.2841119 10.9324382 1.8322014 9.4652091 5.2472516 -0.087844 -0.098155 -0.098155 -0.065716 -0.100790 -0.112900 1.400300 -0.125090 1.365600 0.000000 0.000000 0.000000 1.369900 1.293700 1.293700 1.293700 -0.092478 1.345200 1.345200 1.355200 1.288900 1.288900 1.397600 0.450200 0.427230 -0.087844 -0.087844 -0.065716 -0.100790 1.332300 1.325100 1.343600 1.372900 -0.125090 -0.125090 -0.120430 1.393800 0.000000 1.369900 1.369900 -0.101180 -0.104570 -0.116570 1.293700 1.293700 1.293700 1.293700 1.348900 1.379000 -0.092478 -0.103420 1.345200 1.345200 1.355200 1.355200 1.288900 1.288900 -0.131990 -0.114950 -0.114950 0.450200 0.473630 -0.105 -0.105 -0.117 -0.117 1.294 1.294 1.316 1.379 0.000 -0.103 -0.103 1.345 1.345 1.355 1.355 1.289 1.289 0.000 0.000 1.398 1.398 -0.132 -0.115 0.000 0.000 -0.101 -0.101 1.325 1.325 1.373 1.373 -0.125 -0.125 1.366 1.366 0.000 0.000 1.370 1.370 0.427 0.427 -0.105 -0.105 -0.117 -0.117 1.294 1.294 1.316 1.379 0.000 -0.103 -0.103 1.345 1.345 1.355 1.355 1.289 1.289 0.000 0.000 1.398 1.398 -0.132 -0.115 0.000 0.000 -0.101 -0.101 1.325 1.325 1.373 1.373 -0.125 -0.125 1.366 1.366 0.000 0.000 1.370 1.370 0.427 0.427 9.3596909 10.2173574 8.9802667 9.3505392 9.5268621 10.3340511 9.3413291 4.8911081 7.1481186 8.4518227 8.9920852 9.8085393 13.1817716 9.3360396 8.1145300 4.2916478 3.4951835 11.1526384 4.2916478 7.8693033 8.8189851 9.4469237 11.2166380 8.5163781 6.1541417 9.4383105 4.3765335 10.4164123 11.3893585 9.9692050 9.6629932 9.4772718 3.9476942 10.1329478 8.4493752 0.8322014 2.7066853 11.6100171 NA 9.1676043 8.9476910 6.9751716 9.9134754 7.3240671 9.7530629 7.5646640 9.8008807 11.1702074 0.8322014 NA 9.2029013 11.2490114 10.3533366 10.7702938 10.5798475 9.1985361 7.5276045 11.2664946 10.2173574 12.3578978 11.4152967 3.4171774 6.8471639 10.5435941 9.7097536 8.5555903 9.3505392 10.5527432 8.4171766 8.3739557 9.4808712 7.9196768 4.6735169 12.6374204 4.5691812 7.1237686 8.4221771 9.0400417 9.5384222 7.1481186 10.4742656 8.9717654 10.9941855 10.5291814 7.9785703 9.2430185 12.3442959 10.8987516 9.0121231 8.9920852 11.5857092 0.8322014 10.8053851 9.5992949 10.7864102 8.1329480 3.3347113 9.3931836 10.1713216 9.4171764 6.1661149 12.2644078 7.8838761 11.8490222 10.0129519 10.8453039 3.4951835 6.8065135 3.9476942 4.2916478 3.8911081 9.0104305 10.0833018 9.4784726 9.3661926 8.9302459 9.1586435 10.7153663 9.2668420 9.3413291 1.2472592 0.8322014 NA 3.0546054 9.9045699 9.4469237 6.1541417 3.5691751 7.8359657 2.0546054 10.0682281 8.9937658 10.8480935 9.9214436 NA 12.0503735 2.8322217 8.1750295 2.8322217 10.4164123 12.0638351 9.8171071 10.5389977 9.9692050 0.2471984 7.0088028 10.7325776 10.1052324 7.8056723 9.0594288 0.8322014 2.8322217 13.3787869 10.0029736 10.0722102 9.8405211 9.0335210 8.7766821 5.0021399 9.4760702 10.8802466 10.0137803 NA -0.7526801 5.9196762 NA NA 6.2014476 8.9511550 10.6406419 9.4506238 9.7678701 NA 9.2998195 9.9134754 7.3240671 9.3505392 13.1617300 8.1779885 7.5736813 6.9819611 10.4039665 11.1694641 9.4383105 10.1321851 2.9476849 8.8152075 NA 12.3217274 9.9937658 11.8996483 10.1963486 11.1702074 9.5128665 11.0970475 NA 10.9857660 11.4001700 7.2187947 11.2623179 8.3025338 6.8545817 1.8322014 8.9337520 10.3233989 8.3347144 NA NA 9.8693033 8.9937994 2.4171639 9.2101475 10.8381285 8.1052323 6.2916459 8.9072473 7.1293438 10.5798475 NA 7.9785703 8.4321268 11.1125980 10.8415760 8.6608794 10.6876016 10.4658146 TCGA-3A-A9I5 57 0 NA 1612 pancreas stage ia t1 n0 mx 26-3-2015 male 2009 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 392.30.0 1 1 4 3 3 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.629823e-06 4.854791e-07 9.9386866 3.7230452 5.9501114 1.2636354 7.0050788 13.9852983 7.6687531 2.0709732 6.3928944 8.4681829 10.1231464 5.7554645 10.1184800 10.6613397 10.5934079 9.4827801 9.3838494 9.0050785 9.9923824 3.8485779 11.7365562 0.2636354 10.3993209 6.1215936 10.1043895 7.8746365 4.2636129 14.2745330 NA 9.4706259 1.5855395 9.4372887 1.5855395 9.7075912 6.3825531 8.1523548 -0.7364848 8.0677425 -0.7364848 3.9074676 7.9395686 15.5295013 8.9164566 8.6012333 10.4509637 9.9218231 9.0869788 15.1997664 8.8746365 2.9640474 6.4031637 7.1835471 13.3537240 7.8635247 10.0301404 2.8485779 12.0178728 NA 7.1028156 7.7910886 8.2804200 NA 0.2636354 7.2859792 3.1705020 7.8296657 5.3080040 9.6740630 -0.7364848 7.2692361 8.3695201 7.4133588 7.8929684 8.6342988 10.5145021 2.4335471 12.1559647 7.9570986 5.6559299 14.0655725 10.7029230 6.8783219 6.5552885 9.9029524 1.5855395 1.2636354 6.5945291 8.5855398 9.7117279 9.0709665 7.7230431 8.5787610 5.3297013 14.5858919 10.2963461 11.1928700 8.8504513 11.4882163 9.6101253 7.6342992 8.7574670 5.5673933 10.5239314 10.3276806 9.7564663 -0.7364848 10.4528184 13.3579367 9.7588170 9.8686374 11.0777935 11.3887021 9.2845916 8.5651078 4.2178046 8.7003232 12.8529116 8.8523263 -0.7364848 4.1215957 6.9146638 12.4436761 12.1030123 12.8042240 7.0901601 NA 9.2351553 7.1232089 8.2322784 10.4972313 10.4851987 11.3796306 5.9074676 8.3216035 9.2593787 4.4335337 3.7230452 11.0457908 3.7230452 3.3510770 11.3993209 10.5127251 NA 9.5091644 8.4681829 10.8353643 4.1215957 9.2031909 9.7301979 10.9461673 9.5764946 11.3678827 0.2636354 6.1584299 9.0168283 6.4133588 10.1720043 NA 10.8625946 11.0138998 9.8975150 4.0185007 8.0645116 3.9640474 -3.3068e-01 -3.4141e-01 5.3285e-01 1.1916e-03 -3.1125e-01 4.9750e-05 -3.2848e-01 -4.4875e-03 2.4404e-03 2.8336e-01 2.8336e-01 3.4434e-01 1.6078e-03 1.2471e-01 1.2471e-01 3.3393e-01 -2.5501e-03 1.0666e-01 1.0666e-01 5.6353e-03 -2.7317e-02 -2.7317e-02 2.0241e-03 -1.6897e-02 -1.6897e-02 -3.5801e-01 -3.3068e-01 1.1916e-03 -3.1125e-01 -3.2848e-01 -3.0578e-01 -3.3496e-01 1.7067e-02 -4.4875e-03 -4.4875e-03 -4.4875e-03 2.4404e-03 -3.6617e-01 -1.0168e-01 1.6078e-03 -8.9088e-03 0.0000e+00 -1.3036e-03 1.2471e-01 1.2471e-01 -3.3230e-01 -3.3230e-01 8.2235e-05 -2.6885e-03 -2.5501e-03 3.0393e-02 1.0666e-01 1.0666e-01 5.6353e-03 5.6353e-03 -2.7317e-02 -2.7317e-02 -8.0805e-03 -1.0150e-02 -9.8746e-03 -1.6897e-02 -1.6897e-02 0.000 0.000 0.000 0.000 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.107 0.107 0.000 0.000 0.000 0.000 0.202 0.533 0.000 0.000 0.000 0.000 0.000 0.000 -0.311 0.000 -0.306 -0.306 0.000 0.000 0.000 0.000 0.000 0.000 0.283 0.283 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.125 0.000 0.000 0.000 0.000 0.000 0.107 0.107 0.000 0.000 0.000 0.000 0.202 0.533 0.000 0.000 0.000 0.000 0.000 0.000 -0.311 0.000 -0.306 -0.306 0.000 0.000 0.000 0.000 0.000 0.000 0.283 0.283 0.000 0.000 0.000 0.000 9.9744180 10.6370206 10.3290277 11.3652590 9.4791447 9.2622020 8.2119788 6.7393445 8.6580743 9.6012335 9.0933344 9.5956482 12.6139984 11.8318053 9.1599440 6.9218231 6.9915320 10.9209300 10.3714825 9.6772395 12.6306154 11.8327552 11.4555961 9.5455416 5.9915332 9.6473159 7.5628194 9.9845056 13.7925540 10.9623163 10.3018447 5.9074676 3.6559242 14.0655725 10.3740950 5.2178085 3.1705020 10.9864191 -0.7364848 8.6814640 11.2932439 7.5900413 10.6056863 7.9744180 11.4599064 7.9881257 11.8310924 11.8105060 5.7871738 NA 10.4779308 13.5973260 11.2715149 10.1828101 9.4209586 9.5582324 10.5494993 10.7363025 10.6370206 11.8391508 10.9739876 1.8485578 3.3510770 10.1184800 9.1293448 8.8220322 11.3652590 10.3430964 7.1028156 6.2970355 7.9709710 8.1913894 5.8027697 12.0132715 7.6138882 7.8258543 8.4158964 9.2365914 10.1697505 8.6580743 9.4900237 10.2272303 11.8748670 9.6772395 8.4876134 8.8819971 14.2952697 10.1370557 7.6559292 9.0933344 10.5656792 2.8485779 10.7785179 10.5461209 9.6971971 9.3695201 2.4335471 10.4706259 9.8653824 9.9752785 8.1246983 12.3685379 8.3025306 10.5588066 9.7930422 8.5374071 6.9915320 7.3650617 10.3701745 10.3714825 6.1462540 9.2426223 9.6772395 8.2832023 11.0721736 6.2293957 7.1765013 10.0749864 9.5945284 8.2408915 3.5115439 4.4730660 6.5020171 NA 10.6478557 11.8327552 5.9915332 NA 7.7271363 5.4534353 7.9038565 7.8709417 6.7714063 7.8027703 -0.7364848 11.3580192 6.4827805 11.3990003 0.8485578 9.9845056 11.8856634 9.1899076 10.3161797 10.9623163 1.2636354 10.2257846 10.8008300 10.8681649 7.9570986 9.7802965 5.3510735 3.5855395 14.5095356 9.4447640 10.2192615 10.7584672 11.3533931 9.3903160 6.0580285 10.2734402 10.1200371 10.4018834 1.8485578 6.2408924 5.2408905 -0.7364848 NA 6.0580285 8.8504513 10.7499438 10.0796272 9.9718334 0.8485578 9.2017208 10.6056863 7.9744180 8.2408915 13.2764107 9.0199679 7.2351555 7.6342992 10.8644537 10.2308379 8.9675151 9.1854526 3.2636054 8.7003232 3.1705020 12.8529116 10.0588396 12.3317181 9.6408221 11.8105060 8.6537805 11.0817943 10.0821938 10.4972313 11.6537805 9.5990019 10.0506979 8.4260030 10.1424289 1.8485578 9.8737137 10.9271697 9.1973022 7.1028156 2.7230342 7.8105061 8.8478789 0.8485578 9.4272613 9.6768270 8.8783213 1.5855395 9.5103522 8.3510744 9.4209586 1.8485578 7.5628194 8.1884242 11.2437512 10.1913896 5.6211640 8.0677425 9.7664434 TCGA-3A-A9I7 45 0 NA 718 pancreas stage iib t3 n1 mx 26-3-2015 male 2010 yes pancreas-adenocarcinoma ductal type yes NA NA r0 2 black or african american not hispanic or latino 392.30.0 1 4 NA NA 1 2 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144344e-06 5.201562e-07 9.8751931 8.3923608 9.2251554 1.3424979 7.1711778 14.9743905 7.0929400 5.5777279 6.9572228 8.2393493 10.2337898 7.4335070 11.1140019 10.9583596 10.9860680 9.4282063 8.2850272 9.6726824 11.5074194 6.7175517 11.3316703 5.3121387 11.2141610 7.7826897 10.0272611 10.0760927 1.5649147 10.7593100 NA 10.3102190 4.2811122 9.4273208 2.7575567 9.6553953 8.2693025 8.3777697 NA 8.3197922 -0.2424646 6.1062771 9.5213930 15.7589911 8.4922594 9.4803574 9.6897646 10.5446363 10.5904400 14.0994162 9.1029552 NA 3.7117482 8.1026671 13.8474142 9.5413667 9.8522875 2.7575567 10.4726540 -0.2424646 10.4103949 8.4649092 9.2025649 4.3121424 5.8128319 7.7631745 4.2493998 8.7840734 2.7575567 10.2913663 3.5124418 9.8887638 8.8249842 8.6309940 8.7362605 8.6263723 10.8470004 9.1637548 12.0526014 8.3759356 5.6030388 12.5448404 9.7088347 3.6155340 7.9073480 10.1632232 8.1817163 8.1216848 NA 9.0417957 9.5149399 7.8919763 7.7146522 9.7022621 5.8660747 14.2864313 9.9935641 10.8823175 9.8790834 12.1610946 10.3087776 8.2633617 8.0658889 5.2004926 10.8763645 9.8913343 9.5761321 -0.2424646 10.0469925 11.8468349 10.6749742 10.2628653 11.5908354 11.2416175 9.2534050 8.2791504 4.7799163 9.7490718 12.4347190 10.2623689 NA 3.9670026 7.2128767 11.9421154 11.4038836 13.0205256 7.7715707 5.1669403 10.1123502 6.3164300 7.5584498 10.5049709 8.9498428 11.5348053 7.5487125 9.3245552 9.5454524 4.8236373 3.8868330 11.5025940 4.0429507 1.9274793 10.8787597 12.1605619 2.4579882 9.3932680 6.6828963 10.1738197 5.1325892 8.5339830 9.7146520 11.3145349 9.1963417 10.2159565 6.7290932 6.9123684 9.1953021 8.0996245 10.6561513 NA 11.0078483 11.3368658 10.5166059 4.8660722 8.1605617 6.8816707 0.0034289 0.0034289 0.0034289 0.0064863 -0.0391610 0.0038455 -0.0533800 -0.0541890 0.1113600 0.0038455 0.0038455 0.0116390 -0.0943660 0.0421250 0.0421250 0.0421250 -0.0227830 -0.0559210 -0.0559210 -0.1075300 -0.0283940 -0.0283940 0.0123360 -0.0178430 -0.0178430 0.0034289 0.0034289 0.0064863 -0.0391610 -0.0533800 -0.0533800 -0.0533800 -0.0467570 -0.0541890 -0.0541890 -0.0590390 0.0540500 0.0038455 -0.0943660 -0.0943660 -0.0260690 -0.0260690 0.0091305 0.0421250 0.0421250 0.0421250 0.0421250 0.0025959 0.0060691 -0.0227830 0.0110810 -0.0559210 0.0000000 -0.1075300 -0.1075300 -0.0283940 -0.0283940 0.0356240 -0.0864240 -0.0864240 -0.0178430 -0.0178430 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.145567 10.439667 10.116201 10.419328 9.370418 9.374099 8.571331 6.364881 9.431742 9.683846 9.742680 10.260382 12.677251 12.193481 9.131503 6.492260 5.372259 11.200234 9.385084 9.537269 12.176980 11.382117 11.241114 10.782689 8.029013 10.266335 8.790973 10.025753 13.043097 10.245390 9.633299 8.070433 3.615534 12.544840 11.172499 3.401412 4.564902 10.385084 NA 10.758958 10.506581 8.613975 11.500070 7.774358 10.393721 10.490565 10.595966 12.453865 4.312142 -1.242294 10.358856 13.065320 11.266649 11.151643 10.239349 9.967612 8.848337 11.5582476 10.4396667 12.0084405 12.0014677 2.8450082 3.2811047 11.1140019 9.3537397 8.5809173 10.4193280 10.7244158 7.6309944 8.0149377 8.4050083 8.7419685 7.0336741 11.6636889 7.3273299 7.7826897 7.0383209 8.8503072 10.3235992 9.4317422 8.9779281 11.2613757 10.8823175 10.4956422 8.0544659 8.8906920 13.1137955 10.0042906 8.1520125 9.7426803 11.0675946 2.2169825 9.0383322 11.0853832 10.4094985 8.9473745 2.3425263 11.2401058 9.9205705 10.6069551 7.9199413 13.7125186 7.4121862 12.6580394 10.2246459 8.3796019 5.3722591 7.6390006 9.1764567 9.3850839 5.5389106 8.9731678 10.6868083 8.4786491 11.5313073 6.2573954 10.6621846 10.4700769 10.0142540 8.2247479 8.7659646 5.4990167 -1.2422940 NA 9.3768530 11.3821169 8.0290127 NA 6.8450133 8.5809173 8.6719352 7.7687772 8.7673787 10.7529638 0.3425547 11.8104576 1.7575354 9.7117463 2.0794634 10.0257526 11.7135630 9.2087611 10.4964866 10.2453900 -0.2424646 11.8445154 10.7712215 11.3255060 8.3759356 9.6217361 7.6764134 5.6644402 13.3147144 10.5844956 10.4304172 11.3997483 10.6205747 9.9839621 6.2732492 10.6034320 10.3500070 10.8764910 NA 6.8073987 5.6030388 NA NA 6.3648805 9.8790834 11.2368250 11.1213918 10.5120199 4.9072993 10.2215851 11.5000699 7.7743581 8.1106968 12.6549227 9.9449021 9.3786861 8.7433918 10.9492261 11.1680013 9.4735120 9.9205705 6.0613312 9.7490718 1.0794976 12.4347190 10.3500070 11.9503051 10.7164650 12.4538655 9.7476539 11.3054085 10.4674953 10.5049709 11.4016315 9.3034796 10.4471111 8.9262222 10.3321434 NA 10.7920051 10.9575289 10.1509404 7.3425121 2.9274793 9.3092583 8.3285439 0.3425547 9.6546391 11.1404981 9.6838459 1.7575354 9.4379095 8.7262168 10.2393493 2.8450082 7.6155311 7.9047550 11.4649090 10.6905028 6.0054763 7.7405438 10.1358448 TCGA-3A-A9I9 67 1 634 NA pancreas stage iia t3 n0 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes 75 NA r0 0 white not hispanic or latino 392.30.0 2 2 NA NA 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 2 0 0 0 0 0 2 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.328999e-06 1.109666e-06 9.5444665 1.1803388 4.7038925 NA 8.0258217 13.7352803 7.8633265 -0.8195975 7.8241880 8.4517947 9.6139172 4.6065962 10.6397634 10.8604935 10.7377955 9.8133270 9.7568162 9.6284481 12.2221621 2.5022542 11.2574813 1.1803388 10.9534710 8.1633256 9.6910960 6.6479376 6.0991942 13.6468544 0.1802752 9.5011324 3.9352240 8.9551189 3.7652907 9.3589966 7.9048459 8.0568490 NA 8.2437267 1.7652801 6.5812111 8.8720752 15.6471412 8.7406645 8.4282592 9.5960736 10.2571474 9.5022600 15.0046939 9.1915589 1.7652801 6.3096146 8.3462185 13.9350106 8.1228461 9.4622618 3.5022542 10.5971293 0.7652801 6.5812111 8.2836195 8.3824554 1.7652801 3.2677905 7.6641479 3.7652907 8.2491101 2.5022542 9.4341793 -0.8195975 7.8772995 8.4187364 8.4494586 8.6960317 8.2966758 11.4258845 0.7652801 11.7377955 7.9844629 5.3502568 14.2557274 10.1006847 6.8738193 7.5846642 9.9592303 8.7233637 1.1803388 -0.8195975 8.8980082 9.1704359 8.6821691 8.7330011 9.1301584 6.0991942 14.2103954 10.0116390 10.8237371 9.6771856 11.5680799 10.2254088 8.3676838 7.9385552 4.6397647 10.9446271 9.8545240 9.3151432 0.7652801 15.6542753 11.8140082 10.5507850 9.8678738 11.0191418 11.1665294 9.3676838 8.4471184 6.1110689 8.7520846 13.4047858 9.9657843 NA 2.8807639 7.4091507 12.0421941 10.9796135 12.9543982 7.2992731 5.8241874 9.5865368 6.6833624 7.6841574 10.2391016 11.1099601 11.5664638 6.0005116 9.7425742 9.0383127 5.0132210 2.6397647 11.4809704 4.5022606 3.3502568 10.7482879 12.0268016 0.7652801 9.3083261 7.1345280 9.9005761 5.7950422 9.0811987 9.6940594 11.3536967 9.0857189 10.6458982 7.1803319 6.3502568 8.8023836 7.6107842 10.5548280 -0.4083206 10.8971513 11.7231219 10.2940740 4.9082509 8.2598167 6.8241874 8.9117e-04 8.9117e-04 8.9117e-04 7.2217e-03 1.1444e-02 1.4749e-02 -3.3243e-03 6.2481e-03 3.4518e-01 -3.4044e-01 1.8383e-02 1.8383e-02 -5.6757e-03 -3.5213e-01 -3.3306e-01 1.9418e-03 4.3885e-01 -3.4744e-01 -3.4435e-01 3.6076e-03 -2.6851e-02 -2.6851e-02 -4.0162e-03 -1.1139e-01 -1.0909e-01 9.1764e-01 -3.5578e-01 -8.1986e-02 1.1444e-02 -3.3243e-03 -3.3243e-03 -3.2583e-01 -3.1319e-01 6.2481e-03 6.2481e-03 -3.2658e-01 3.4518e-01 -3.4044e-01 -3.2635e-01 -1.4641e-02 -2.1216e-02 0.0000e+00 -7.4732e-03 1.5255e-03 1.9418e-03 1.9418e-03 1.9418e-03 -3.2449e-01 2.7745e-03 9.9933e-05 -7.1958e-03 -3.4744e-01 -3.4182e-01 3.6076e-03 -3.5432e-01 -2.6851e-02 -2.6851e-02 -3.2089e-01 -3.5350e-01 -3.5350e-01 -1.1139e-01 -1.1139e-01 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.304 0.000 0.000 -0.343 0.000 0.000 0.000 0.000 0.000 0.303 -0.321 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.337 -0.340 0.000 -0.279 0.000 -0.111 -0.111 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.304 0.000 0.000 -0.343 0.000 0.000 0.000 0.000 0.000 0.303 -0.321 0.000 -0.244 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.327 0.000 0.337 -0.340 0.000 -0.279 0.000 -0.111 -0.111 9.4529617 10.8394358 9.9981150 10.3744731 10.2068553 9.0962112 8.2571474 6.5812111 9.2450747 9.1547465 9.5078844 10.2724282 12.9800182 11.9391796 9.0583828 8.6274150 6.2464214 11.2927713 11.1810361 9.2054714 11.2572877 11.3870410 11.6407877 10.7339611 8.1633256 9.6044982 7.7987174 10.1870225 12.9407399 10.2737493 9.4258845 8.3502568 3.4282630 14.2557274 11.1679512 2.5022542 3.5022542 10.5207383 NA 10.6666641 10.5482925 8.3300788 11.1824436 7.6841574 10.1633254 9.3885663 10.5123683 12.2745745 3.8807737 -0.8195975 10.9775880 12.8338487 11.0978792 10.5997285 10.4377196 9.5466541 8.4117211 10.7690465 10.8394358 12.4233570 12.8046704 3.9876847 4.8527580 10.6397634 9.0766641 8.3070364 10.3744731 10.6377127 6.5981850 7.2192508 8.8807715 8.6212010 6.3995010 12.1210125 7.1915587 7.2571474 8.6801777 10.2517942 10.2096052 9.2450747 9.0872223 10.2301803 10.5351322 9.3249901 8.1971400 7.9116508 12.2514589 10.5028234 8.5575422 9.5078844 10.4335884 1.5022797 8.8136360 10.4852535 10.3452388 8.3800043 1.7652801 10.6706813 9.7968806 9.7117133 8.3676838 13.1614531 8.0932211 11.5433714 9.8376503 8.6065966 6.2464214 7.2664680 9.5661943 11.1810361 6.1915587 9.0663941 9.8259902 5.2026998 11.8128727 8.8755602 8.7968806 10.1235792 9.5641442 8.2219911 6.1019358 1.5022797 NA -0.8195975 10.0437438 11.3870410 8.1633256 NA 7.2026998 4.9616928 8.9682345 8.3018652 7.7987174 9.5575424 NA 11.5960736 3.2677905 9.6731864 4.3096128 10.1870225 11.5425496 8.9682345 10.6407877 10.2737493 0.1802752 11.1668849 10.4582004 11.0599151 7.9844629 9.1066278 5.6560644 4.3502568 13.4180646 9.7821027 10.0281721 11.0011929 11.1305231 9.2504529 5.4657329 10.9460323 10.1482785 10.4932148 -0.8195975 6.0751497 5.3897836 NA NA 7.2301800 9.6771856 10.7482879 10.1934869 10.4181393 3.8241874 9.7959614 11.1824436 7.6841574 8.9600512 12.6795548 8.9099525 8.1633256 10.0108470 11.0238604 10.7368379 9.4529617 9.3262639 4.9082509 8.7520846 3.4950299 13.4047858 10.2437269 11.9391796 10.6975090 12.2745745 9.4726535 10.9625110 9.6499736 10.2391016 11.3316655 9.0195357 10.5607929 8.9234832 10.3934360 NA 9.8133270 10.5378839 10.2584826 1.5022797 2.8807639 8.9435443 9.5173405 3.1803388 9.7029134 12.3739142 9.5477465 3.0872252 9.2888564 8.5926476 10.4377196 1.9876847 7.9116508 8.1081099 11.0402548 10.6696781 6.6149601 8.0781775 10.1388846 TCGA-3A-A9IB 69 1 224 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes 5 1962 r0 5 white not hispanic or latino 410.27.0 3 3 4 5 1 1 3 1 3 1 2 0 0 0 0 2 0 0 0 0 0 0 5 0 2 0 0 0 0 0 2 0 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 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 2 0 2 0 0 2 0 4 0 0 4 0 2 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.01127e-06 6.935415e-07 9.9466114 1.2741722 7.1321676 NA 6.5347137 14.3966637 7.0111512 NA 7.5157724 7.3792215 10.3673836 4.1810787 11.0181790 12.2736190 10.8168957 9.6835772 6.8740986 9.4828269 12.1542798 5.9371513 11.6526616 2.2741722 11.5333409 8.9096021 10.4791648 10.9766475 3.5961122 10.5783473 NA 8.9918625 3.0111557 9.4457799 3.1486576 9.1383724 8.7846208 8.1049656 NA 7.7226464 1.4965646 5.3896632 8.7295133 15.8165228 8.2666526 9.6657878 9.6339357 10.3496653 11.7970945 14.5659085 8.2723065 0.2741722 3.9746303 8.8144950 14.0367758 7.9560102 9.6528423 2.5961241 10.6796822 -1.3107903 4.5961122 8.3634160 9.1880727 2.0111378 3.1486576 8.0772409 2.9371560 8.4239332 3.1486576 10.2984024 -1.3107903 10.4734496 9.1790716 7.9630192 9.6051030 8.2723065 11.2024578 5.1970201 11.9438094 8.8415084 5.8691336 14.0896362 9.5703377 6.2816816 7.9349428 10.3016314 4.0111557 1.2741722 NA 9.1404349 9.7839611 6.6258622 7.9059694 9.7872556 5.8389719 15.0968068 10.7898860 10.7226466 9.4145899 11.3965828 10.1496796 8.3474353 7.7308831 5.1810787 10.4225695 9.8042674 9.6216819 0.2741722 11.8653968 12.1250241 10.5487313 9.8929265 10.2308043 10.9279269 8.8478335 8.5749201 5.6317387 9.4306907 12.8464916 9.6564499 -1.3107903 3.2741871 7.1770637 12.7148823 11.4239333 13.2012233 9.1496796 NA 9.5510861 6.1525019 7.8029661 9.4968362 9.4820139 10.8233290 9.2798107 9.4069001 9.3844520 3.3330802 1.2741722 11.6019259 3.6892209 1.2741722 10.5149775 12.7585056 4.7766883 10.1563196 7.7383646 9.8159281 4.8185080 8.6976522 9.2157230 11.3746295 8.8351557 10.5205309 3.4441104 7.4738583 9.7397526 7.4340577 9.8402402 -1.0005772 10.9389297 11.4107501 10.1285351 4.1154911 7.5991169 6.0379510 -0.06579300 -0.06805700 -0.06805700 -0.05124500 -0.38956000 0.39637000 -0.33796000 -0.15068000 0.00084361 -0.39513000 -0.39513000 0.40169000 -0.38319000 0.18533000 0.18533000 0.18533000 -0.17695000 -0.39023000 0.00532130 -0.18983000 -0.00864210 -0.00864210 0.02434100 -0.04301900 -0.04231000 -0.06579300 -0.06579300 -0.05502200 -0.38934000 -0.31336000 0.08732100 -0.46998000 0.00173710 -0.10085000 -0.10375000 -0.16569000 0.00604300 -0.39513000 -0.38319000 -0.38319000 0.01077600 0.01077600 -0.06027400 0.18533000 0.18533000 0.18533000 0.18533000 -0.38923000 0.11564000 -0.57895000 0.21400000 -0.39023000 0.01929600 -0.17998000 -0.70392000 -0.00864210 -0.00297480 0.01580000 -0.03877800 -0.03877800 -0.04301900 -0.04301900 0.000 0.000 0.000 0.000 0.185 0.185 -0.308 0.146 -0.177 0.209 0.209 -0.390 0.000 -0.190 -0.190 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.390 -0.302 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 -0.005 0.390 -0.383 -0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.185 0.185 -0.308 0.146 -0.177 0.209 0.209 -0.390 0.000 -0.190 -0.190 0.000 0.000 0.000 0.000 -0.385 0.000 0.000 0.000 0.000 0.000 0.000 0.390 -0.302 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 -0.005 0.390 -0.383 -0.383 0.000 0.000 10.264290 10.235636 10.076702 10.706380 10.698002 9.204923 8.338480 5.937151 8.944252 9.675777 9.897458 10.068060 13.288730 12.412138 10.256229 8.391396 2.148641 11.086096 9.277001 10.506207 13.560694 10.828135 10.840240 10.242853 8.152748 10.283548 9.552636 10.554052 13.804227 10.309902 9.187075 8.787256 2.859155 14.089636 11.854602 3.389663 6.522114 10.485669 -1.310790 10.385322 10.710898 9.417994 11.633753 8.031298 10.175053 9.454095 10.516963 12.560648 4.571865 NA 10.808813 13.048836 11.215872 10.647439 10.130093 9.602861 10.872462 11.0967570 10.2356359 11.9931470 12.2003586 1.2741722 3.0815442 11.0181790 9.0664342 8.6317380 10.7063801 10.3682638 7.0943649 7.0986143 8.9276284 8.7018481 7.2399708 12.5835678 8.1674473 7.3651807 7.1238514 8.9442523 10.3748484 8.9442523 9.0750860 9.6125512 11.4807936 10.6654297 8.5409727 8.4491119 13.4356855 9.6140362 8.1280155 9.8974580 11.5680409 1.2741722 9.1216506 10.7974214 10.1950351 9.0783171 0.6892097 11.0860959 9.7720381 10.7277997 7.6976522 13.6720836 7.0201410 12.1312600 10.3348821 8.7267706 2.1486413 7.4222725 7.5595882 9.2770012 4.7977497 8.8140428 9.5825251 3.5961122 11.4342677 7.4205430 9.1527480 10.5398012 10.0946736 8.2322554 11.1068125 NA NA NA 9.0312984 10.8281354 8.1527483 NA 7.1850786 5.0815399 9.5885805 7.4901232 8.3094436 10.3695832 -0.3107903 12.3589945 2.7766936 9.8597747 0.6892097 10.5540521 11.5282306 8.7060318 10.4791648 10.3099017 -1.3107903 13.8346782 10.8075158 11.0442994 8.8415084 10.0301864 4.6665010 3.9371466 13.8034540 9.6184820 10.5908448 11.2105493 10.6524810 9.9601029 8.4171441 10.7885714 9.5726307 10.8032913 NA 7.5125911 4.6892209 -1.3107903 NA 8.1196762 9.4145899 10.6339357 10.9561448 10.5518610 0.2741722 9.8647732 11.6337527 8.0312981 9.0335196 12.5472046 9.6073414 8.6892237 7.8616515 11.3831461 11.6844608 10.3651807 9.8919597 6.0021061 9.4306907 0.6892097 12.8464916 10.3783481 12.1941667 10.2746557 12.5606476 10.6557291 11.2631075 8.8300534 9.4968362 11.8356332 8.8566418 10.3974453 9.6192217 8.8765756 NA 10.6313715 10.9984158 9.8672659 0.6892097 NA 9.1659700 8.9362967 -1.3107903 10.2798107 10.4831033 9.7786741 0.6892097 10.1679932 8.4306905 10.1300928 3.1486576 7.0815410 6.7660399 11.6999266 10.4090403 5.4705824 9.5688068 9.9734694 TCGA-3A-A9IC 61 1 738 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 392.30.0 2 3 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.976593e-06 7.975728e-07 9.8539833 2.8889672 8.3062586 NA 7.4083425 16.0510872 7.4779331 2.3040145 7.4456026 7.5443208 9.7560415 4.4415100 10.7010390 10.5973169 10.7966605 10.3657824 9.2132992 9.8307011 11.2374018 6.0155020 11.3714405 1.7894371 10.4719260 7.9536214 10.1915314 9.9714726 2.1519887 10.3335695 NA 8.7452905 2.8889672 9.6518489 2.7894371 9.4809273 7.4618584 7.3957063 -1.0180013 8.4435573 -1.0180013 4.0695389 7.9362746 15.1840297 8.5519335 8.5949467 9.5958676 9.8353876 11.9153999 14.5436047 9.0642270 NA 5.4083416 9.2251330 14.1713622 7.3396300 9.0932137 4.8400603 11.6641949 NA 7.5173537 8.1594975 8.7452905 0.5670586 1.7894371 7.1772292 3.3039999 8.5231746 4.4415100 9.9384543 1.7894371 5.7634381 8.5036787 8.0346460 9.3978199 7.9960983 12.3898769 9.0468209 12.2848598 8.6738217 5.1719033 15.0871886 9.0373605 4.1915311 7.9332463 9.6988975 4.9593575 2.1519887 0.5670586 9.1706669 9.2488647 7.6755647 8.3743957 9.1731374 5.4739297 14.1920264 10.2228694 10.7290123 9.4260576 12.3092096 9.9543400 8.1743710 7.7302711 5.0264725 11.0087606 9.6633165 9.7934528 1.3039853 10.4689132 12.5459893 9.7905114 10.2546146 10.7866125 10.9974931 9.0155012 8.5949467 5.3219281 8.0292022 12.5700900 9.7716118 NA 4.2674834 7.1216299 12.3652424 10.5810611 13.0894587 7.7732408 5.7369647 9.2488647 6.6150013 7.1216299 10.1330312 9.5651609 11.9831344 6.6894376 10.2680582 9.2264418 8.3330171 2.9820718 11.6483021 4.5056369 2.1519887 11.2517892 11.4468791 1.3039853 9.5309000 7.9877029 9.2593655 5.2488650 8.7336221 9.8244285 11.2509124 9.1594978 10.7801448 1.7894371 6.4819237 8.9068906 8.1087827 9.7585111 NA 11.2374018 11.4764337 10.0141239 4.4415100 7.7336221 7.5782678 0.0077464 0.0106710 0.3840800 -0.0010020 -0.3595700 0.1069900 -0.4013200 -0.1211100 0.0131260 0.0044091 0.0044091 0.0044091 -0.0324820 -0.3949600 -0.3916100 -0.3951100 -0.0084703 -0.0358880 -0.0358880 -0.0235390 -0.3629700 1.1570000 -0.4069700 -0.0833630 -0.0885370 0.0077464 0.0077464 0.0000000 -0.3595700 -0.4013200 0.0019453 0.0024462 -0.3667100 -0.1211100 -0.1211100 -0.1211800 0.0131260 -0.4116100 -0.0324820 -0.0354870 -0.3457500 0.0422750 0.0116660 -0.3949600 -0.3916100 -0.3951100 -0.3951100 -0.3854000 -0.3595700 -0.0084703 -0.3680700 -0.4070600 -0.4045300 0.0162530 -0.0235390 -0.3629700 -0.0257880 0.0074680 -0.1242400 -0.1745400 -0.0833630 -0.0833630 -0.346 0.000 0.000 0.000 -0.392 -0.392 -0.380 -0.360 0.000 0.350 -0.368 -0.362 0.000 0.000 0.000 0.000 0.000 0.000 0.373 -0.407 0.000 0.000 -0.124 0.000 0.000 -0.358 0.000 -0.401 0.000 0.000 0.000 -0.121 -0.121 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 -0.346 0.000 0.000 0.000 -0.392 -0.392 -0.380 -0.360 0.000 0.350 -0.368 -0.362 0.000 0.000 0.000 0.000 0.000 0.000 0.373 -0.407 0.000 0.000 -0.124 0.000 0.000 -0.358 0.000 -0.401 0.000 0.000 0.000 -0.121 -0.121 0.000 0.000 -0.404 0.000 0.000 0.000 0.000 0.000 10.6997545 10.4829200 10.3560308 10.7074444 10.6109792 9.6790456 8.8369466 6.7634381 9.0086015 9.4709224 9.3657824 10.1425799 12.5106543 12.6172294 9.5318627 7.7336221 0.9820718 11.9166904 9.7023223 10.2512047 12.0514238 11.4007213 11.2648769 11.0827404 7.4977776 9.5160794 9.2120985 10.4874232 14.1977628 9.6597978 9.3786828 8.7452905 3.5056369 15.0871886 11.3768087 3.8400603 4.1113652 12.1370544 1.3039853 10.5717292 10.6937451 8.6241298 12.0756607 7.4578118 10.6018396 8.4719259 10.5768692 12.2353347 5.8400603 -1.0180013 10.5280079 13.3273447 11.4545075 10.3561938 10.2778470 10.2144990 9.6808783 11.81891745 10.48291996 12.04328049 11.57383419 1.78943714 1.98207178 10.70103904 8.33301711 8.18664911 10.70744438 10.66243758 5.26747962 5.70999913 8.85244274 8.74196611 6.90689060 11.15294202 8.14668322 7.73696537 7.78297790 10.18420193 10.30512158 9.00860145 8.70488579 11.21569777 11.00652525 9.41148493 8.71509337 9.82285600 12.57745215 10.14194937 8.12673648 9.36578241 11.24622743 0.56705863 10.29152598 10.91059649 9.77242659 9.15575530 1.98207178 10.75645333 9.64918970 10.46034213 8.27439959 14.25736601 7.58570470 12.23119153 10.11714606 8.44968352 0.98207178 8.21617691 9.20245641 9.70232232 5.09060365 9.11710748 10.26168865 4.81496564 11.57055851 7.25820231 8.86777448 9.96649651 9.73334604 6.95935750 6.85859525 4.56704037 0.56705863 1.30398527 10.12609901 11.40072134 7.49777761 -1.01800126 6.87082088 5.19153107 9.05219904 8.49185310 8.37009539 10.61688917 0.98207178 11.16540330 -1.01800126 8.82285600 1.78943714 10.48742324 11.26197883 8.61143467 10.28243065 9.65979775 NA 10.87878894 10.71721098 11.16198717 8.67382175 10.01481262 4.95935750 4.06953892 13.03702151 9.62953658 10.76753058 11.33401663 11.56115828 9.37654088 11.12991902 11.00825570 10.25820255 10.83811450 -0.01785518 7.11650408 5.30400718 1.30398527 1.78943714 7.20607956 9.42605756 10.47092248 11.38576390 10.16136522 1.30398527 9.25354119 12.07566071 7.45781178 8.63133423 12.57768524 9.43640819 9.67730633 8.41670634 10.73780023 10.58245561 9.15325485 8.79104239 6.23000506 8.02920218 2.56703428 12.57008996 10.15075018 12.37211267 10.07681560 12.23533467 9.76097653 11.40781850 8.13436317 10.13303121 11.14572776 9.96007349 10.18420193 8.75521741 10.18603783 0.56705863 10.79866183 10.95362166 9.99120691 1.30398527 1.56705863 8.70317720 9.42893400 -0.01785518 10.05152790 11.31974459 9.04816724 -1.01800126 9.73863444 8.72442108 10.27784705 5.39146873 7.58570470 7.54432077 11.53378637 10.11906925 5.81496820 10.03600391 9.60687357 TCGA-3A-A9IH 66 0 NA 874 pancreas stage ia t1 n0 mx 26-3-2015 female 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 410.27.0 2 1 1 1 3 2 4 3 2 3 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.919817e-06 5.564687e-07 9.2946502 0.2161134 4.7603753 -1.3688491 6.5852886 13.9486813 6.6140855 -0.3688491 7.1428443 7.8599106 10.6461585 4.1546561 10.3547530 11.4396621 10.8387165 9.5175507 9.5334672 9.3358602 10.2645414 6.1546541 11.7645553 2.2160513 10.8381063 7.3859797 10.0410132 10.8094456 3.4384526 12.4631908 NA 9.7712826 2.7185479 9.6877298 3.4384526 9.6409206 7.8718831 7.8405451 -0.3688491 7.9709422 -1.3688491 5.8790195 8.5144225 15.3120558 8.1169214 3.2160513 9.1017509 10.3662248 9.7480857 14.5912750 9.3184678 0.2161134 6.8599112 8.3325544 14.3034621 8.0963931 9.6679524 3.2749474 11.2622691 -1.3688491 9.3926433 8.7821084 8.1779865 3.9886483 1.6311043 6.9709422 3.5852871 8.3315319 2.5379918 10.7432057 -1.3688491 6.7808389 8.8022688 7.5439814 8.7706434 9.1219430 12.6615867 2.4384526 12.3896275 8.6617592 5.8110008 14.9244738 10.4910150 6.5198359 6.8092588 10.4504728 10.6727511 1.9530044 -0.3688491 9.2448814 9.6890837 7.7731992 7.8283085 10.1032751 5.7706441 14.5525611 9.9513284 11.0295685 9.7526255 12.0084381 10.6652031 8.4075248 5.1856803 4.8010189 10.5055355 10.2004730 9.9008031 -1.3688491 10.9013874 12.1375236 10.5936302 10.4035633 11.2462618 11.0147963 8.9720547 7.8861203 5.7909623 8.5364792 12.6489443 9.8623131 -1.3688491 0.9530044 6.6534599 12.2121749 10.9196698 13.1250100 7.3926429 4.2457999 9.4099904 6.7228444 7.7370005 9.8812009 11.0317046 11.7632704 5.9974144 9.1828003 9.3538995 4.0234062 2.6310810 11.9091058 4.0234062 2.0905147 12.1984539 12.3357522 3.9886483 9.9731667 6.5265165 9.8153474 4.7396159 8.9842387 10.0239460 11.5640449 9.5925417 10.8799090 4.0905232 6.2677174 9.0115529 7.2160542 10.8016431 NA 10.9473735 11.5809187 10.6072981 4.9886438 7.8694970 5.9257123 0.0541730 0.0657990 0.0657990 -0.0076101 0.0000000 0.0000000 0.0688080 -0.4341000 -0.0074720 -0.4540400 -0.4540400 0.4062700 -0.0074720 -0.2781000 0.1318400 0.1311000 0.0579390 -0.4331100 -0.0066432 -0.4913100 -0.0366740 -0.0343590 0.0495400 0.1643000 -0.1864700 -0.0764120 -0.4280000 -0.0076101 0.0000000 0.0688080 0.0688080 0.0653700 0.0702430 -0.4341000 -0.4341000 -0.4386000 -0.0074720 -0.4540400 -0.4586400 -0.0074720 0.0666580 0.0666580 0.0605080 -0.2781000 0.4049400 -0.4315900 0.0489720 0.0563700 -0.4158600 0.0579390 0.0696690 -0.4331100 -0.4376700 0.0126550 -0.4913100 -0.4333300 -0.0343590 -0.0655810 -0.0705360 -0.5432000 0.1643000 0.1396900 0.000 0.000 0.000 0.000 -0.278 -0.278 0.000 -0.424 0.000 0.000 0.000 -0.426 0.000 -0.491 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 -0.450 0.000 0.000 0.000 -0.022 -0.186 0.000 0.000 0.000 0.000 -0.278 -0.278 0.000 -0.424 0.000 0.000 0.000 -0.426 0.000 -0.491 -0.491 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 -0.434 0.000 0.000 -0.450 0.000 0.000 0.000 -0.022 -0.186 9.167339 11.498371 9.939431 10.723519 10.027697 9.548464 9.425508 6.385980 9.560350 9.759086 9.970385 10.100225 13.002052 12.681111 9.251312 7.382636 5.801016 10.334996 9.770004 10.049999 12.144649 12.033571 10.814727 10.580919 8.997414 9.839326 8.200948 10.713341 13.886895 9.811001 9.121943 8.492179 4.438446 14.924474 11.297316 2.537992 5.185680 10.480106 -1.368849 10.654846 10.462003 8.425508 11.766160 7.513735 10.139382 8.355606 11.049472 12.432093 4.537986 -1.368849 11.081788 13.378393 11.291765 10.332143 10.520976 9.709243 8.756983 10.8626132 11.4983708 11.5584996 12.0735172 1.8010345 3.5379794 10.3547530 8.6727510 7.9974144 10.7235188 10.6917879 5.8599099 6.9485051 8.4384467 9.0169545 6.6254458 11.9611685 7.8467948 7.2531440 8.7474361 9.1990480 10.3052843 9.5603504 8.5334672 9.4999146 10.7175600 9.5379827 8.4336084 7.8356633 13.2158784 9.8647117 8.8122444 9.9703853 10.8635129 2.8010138 8.8010419 10.4062907 9.5114408 8.9820313 0.9530044 11.1935729 9.9792668 10.4408601 7.6836600 14.1784083 7.8502606 12.6464199 10.2347183 8.4009298 5.8010163 7.3716146 8.7052336 9.7700038 5.0740344 9.3982172 9.2586259 7.5106756 11.9874064 9.3884821 9.2282134 9.9054702 9.1653949 7.5994130 6.2009476 3.6310926 NA NA 10.1344208 12.0335712 8.9974141 NA 6.7079071 5.1702496 8.6282716 8.5852882 7.1388861 10.1832808 0.9530044 11.6094449 4.3315333 9.2531438 2.5379918 10.7133409 11.2531438 8.9360136 9.8925993 9.8110012 -0.3688491 11.7519778 10.4267258 10.7722412 8.6617592 9.6836600 4.1546561 3.7185589 13.9562569 9.9935838 10.9468077 11.4297116 11.7325753 9.2179318 6.9348726 11.2677166 10.1976218 10.9124425 0.6310577 6.0657209 5.4639820 -1.3688491 2.7185479 9.7245096 9.7526255 10.4890730 9.7114299 10.0153362 1.2160513 10.0017794 11.7661599 7.5137347 8.7500330 12.8288462 9.9141803 8.2365715 8.2009476 10.8715853 10.7969411 10.1042904 10.0526309 5.4765826 8.5364792 6.6589983 12.6489443 10.4108114 12.5533976 10.6558854 12.4320930 9.3044011 11.2275147 9.7687236 9.8812009 11.7317543 8.6754861 9.2695279 9.3193422 10.6180006 -0.3688491 10.2785504 10.0115531 10.3354280 3.7185589 1.6074368 8.9608884 8.9540791 1.4384526 10.4372388 10.9032231 9.2919792 -0.3688491 8.9575214 8.6909503 10.5209761 1.9530044 7.8694970 8.5514449 11.5854701 10.6802599 5.5968755 7.5259099 9.5514449 TCGA-3A-A9IJ 65 0 NA 1854 pancreas stage ib t2 n0 mx 26-3-2015 male 2009 yes pancreas-adenocarcinoma-other subtype yes 25 1954 r0 0 white not hispanic or latino 410.27.0 1 2 NA NA 3 3 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.22324358 3.94744174 4.64404661 NA 7.37486126 11.18122514 7.03197407 NA 6.68191584 8.07814387 10.79552346 5.78989876 10.38981179 10.93970467 11.52747129 10.69586440 8.77945705 9.82839596 10.95132151 0.67446065 11.61864571 7.28421613 8.89359034 5.70416925 9.59626263 6.29891304 -0.91050185 1.41137201 NA 10.69678952 9.21616357 9.11874645 2.89681433 9.25185043 7.76893923 9.13658310 -0.91050185 7.82077826 2.25939302 5.83092712 7.64020589 16.19693171 9.29769354 4.44701047 9.94588477 9.39893561 3.78989615 18.57060823 9.04365564 4.61301884 8.56316500 7.09030406 13.10391562 8.31546207 9.08381250 2.25939302 11.18942826 NA 0.08949815 7.68191655 8.74588403 NA 2.25939302 7.74767070 5.29891120 6.84434673 -0.91050185 8.89681403 NA 11.46829591 8.01129995 6.13385324 10.74498995 7.46014623 11.72540401 NA 13.03407976 8.46666953 2.99635259 4.94744174 10.72879992 4.48177683 7.42239112 8.93651663 NA -0.91050185 -0.91050185 8.79336270 9.28051839 12.63996552 8.15554838 7.56519273 0.67446065 12.79195658 10.67957836 10.91521306 9.24047581 11.30741691 10.92905671 9.03782641 3.33738285 5.59725405 11.19650297 10.46341188 9.79955103 NA 0.08949815 12.62546352 9.73235027 9.75684583 5.85764267 11.55630041 9.15689359 9.13248636 6.68937185 9.18749139 13.45133446 7.92234951 0.67446065 NA 7.74767070 11.07565677 10.55247266 12.41841456 6.38407917 2.08946425 10.44370858 3.48177683 6.79681836 10.48552877 10.99183430 11.54709658 2.99635259 9.00533851 8.74767070 3.17692909 6.43818804 11.21293399 7.12288182 4.97210443 9.33857261 9.65931487 NA 9.34802522 8.07632500 8.36092212 2.89681433 9.19798355 9.94744013 10.29280717 9.98124289 11.40602357 -0.91050185 5.27928556 8.18221655 6.05524338 10.18353688 NA 11.59849190 11.13556007 9.94120830 3.48177683 7.76541606 7.12288182 -0.00774820 -0.00774820 -0.00774820 -0.00290910 0.01153900 0.01153900 -0.00444270 0.00208050 0.12211000 -0.02000100 -0.02000100 -0.02000100 0.01782400 -0.01170700 -0.01170700 -0.01170700 -0.00664320 0.01693400 0.01693400 0.00958830 0.00396560 0.00396560 0.01726400 0.00501100 -0.00610370 -0.01243800 -0.00774820 -0.00290910 0.01153900 -0.00444270 -0.00444270 0.00055459 0.00152550 0.00208050 0.00208050 0.00208050 0.12211000 -0.02000100 0.01782400 0.01782400 0.00000000 0.00000000 -0.01023200 -0.01170700 -0.01170700 -0.00912860 -0.00912860 -0.01243800 0.01251600 -0.00664320 -0.00235530 0.01693400 0.01838300 0.00958830 0.00958830 0.00777830 0.00396560 -0.01587900 -0.08686900 -0.08686900 0.00501100 0.00501100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.122 0.122 0.000 0.000 0.000 0.000 0.000 0.000 9.803705 10.795092 9.180895 10.276811 9.085226 11.025729 9.076723 3.481777 5.197983 8.855988 8.981243 9.330250 14.597594 9.995598 8.888741 3.259378 4.176921 12.681916 4.581315 8.200595 10.665225 10.399504 10.923930 10.639244 6.197983 8.877362 2.548880 10.588712 12.294183 9.585314 8.985792 8.765416 4.947442 4.947442 8.438187 3.613025 5.298911 11.637318 2.089464 11.192091 11.184197 6.864247 10.261262 7.666888 10.573275 4.644047 10.465042 11.540928 9.222601 NA 7.585314 11.595023 10.640807 10.025191 9.679110 9.777710 5.379479 10.40856677 10.79509157 11.59005216 10.25436610 6.65931522 8.46232435 10.38981179 8.23920612 6.99032638 10.27681127 10.75435090 8.08098110 1.41137201 8.63828096 8.18485601 4.73331637 11.59675833 6.03232570 7.38408004 9.16894409 10.70186697 9.62181507 5.19798331 8.85101033 11.94607927 11.07423367 10.97439286 7.63635346 10.59477451 12.78251050 10.42429113 8.57125852 8.98124303 10.65265544 1.89681433 10.20832241 10.29708363 9.76011547 7.59725405 4.13385118 9.07530104 10.20580314 8.80884805 4.84434548 11.03087366 6.58930508 7.71151074 10.13930769 9.12150503 4.17692111 6.83765190 -0.91050185 4.58131509 7.20320116 8.99180412 9.26687881 10.71836034 11.80820612 0.08949815 8.37717148 9.75212755 9.42261461 9.11043920 0.08949815 NA -0.91050185 NA 11.28236839 10.39950385 6.19798331 NA 7.43375484 0.08949815 8.02019659 8.13930781 6.12288182 8.09788781 NA 11.71881582 7.20320116 7.24427725 2.99635259 10.58871211 12.07031281 9.81312013 10.91918192 9.58531430 0.67446065 7.49885000 10.85971010 9.49033867 8.46666953 9.63635364 0.67446065 5.98427717 14.18823153 10.43264493 10.05452197 10.33423328 8.18749114 9.47100207 4.97210443 9.64979201 10.09718728 10.11667405 -0.91050185 0.67446065 7.20320116 2.08946425 NA 5.33738641 9.24047581 11.20807587 5.61333421 9.90963812 5.83092712 9.43264483 10.26126153 7.66688793 8.63249107 13.54728893 9.80026559 5.93494811 5.76188361 10.75168246 10.73961338 9.78468751 9.47100207 2.25939302 9.18749139 NA 13.45133446 10.99183430 12.47316350 9.71334063 11.54092789 8.44701130 10.25499433 2.54888046 10.48552877 11.92412777 7.19274750 10.71562452 8.49885000 6.17692111 -0.91050185 8.58731098 9.09227431 6.76188494 NA NA 8.44481033 10.19534157 -0.91050185 8.01427159 8.39923092 7.67065979 0.08949815 8.81055846 7.93758157 9.67911041 -0.91050185 10.53499138 8.69122985 11.02683304 11.00347055 7.49460042 9.52408739 9.59328485 TCGA-3A-A9IL 39 0 NA 2558 pancreas stage i t1 NA mx 26-3-2015 female 2007 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 5 white not hispanic or latino 392.30.0 3 2 NA NA 3 3 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.9533558 0.6858056 4.5270891 -0.8991569 6.0550221 12.2220360 8.1148469 NA 6.5765599 8.1749676 9.7652737 7.4362168 11.0888008 11.0117763 11.0407727 11.1138000 8.6046522 9.5228910 10.8359592 2.4227443 10.0256387 6.6554148 8.8406071 6.6243875 10.1722886 6.8150720 1.4227712 11.0050846 1.4227712 8.3004985 9.4350995 8.4823691 5.4046068 9.3652689 8.3558550 9.4909952 NA 8.7697113 -0.8991569 7.2197677 8.0374640 15.7466254 8.9541358 2.1008095 9.3711217 9.8648685 6.6243875 16.0398086 9.6621143 2.9081788 10.6616368 5.7377408 13.2137544 9.1176345 10.7464848 1.1008431 9.6370639 NA 2.6857832 8.1776418 10.1036414 0.1008431 -0.8991569 8.2093505 6.1120537 8.0866681 NA 9.5059677 2.1008095 9.6582900 7.9431765 8.4023227 8.1424854 8.1176348 9.5674127 -0.8991569 12.0208069 8.0462700 4.8557157 8.6573324 11.9081812 4.4931413 8.6027234 9.7864511 5.6554148 1.4227712 0.1008431 8.8870960 8.7750186 8.0608283 7.8849379 8.3885387 4.5602564 12.6995767 10.3392310 10.2751279 9.9097905 11.4131420 12.3151454 9.2262397 6.3296457 2.8012621 12.3709011 9.5745320 8.6706817 2.2707382 6.4671490 11.5385784 10.2337179 10.5139570 10.2047697 11.6668803 10.6563741 8.4317433 6.5765599 10.1162414 12.4103026 9.6895410 0.1008431 4.9081788 8.0866681 10.0564762 10.1057490 12.2723159 8.4406761 NA 11.1106549 3.1891446 7.3296448 11.0372176 11.1611845 11.1588180 3.9588056 9.4605759 9.6253680 3.9588056 6.3862281 11.2113096 2.2707382 4.2259844 10.3902689 12.0723699 NA 9.0196894 8.8875859 10.0455384 6.4845313 6.0196886 9.4888435 10.9459243 9.0550226 10.5107476 4.4931413 5.7155365 9.9337163 7.6782550 10.1092549 -0.2211186 12.1371717 12.2462809 10.5276152 5.3102783 8.9384543 7.4182389 -0.53899000 -0.52792000 -0.52792000 -0.52353000 0.00000000 0.00000000 0.00132160 -0.57521000 0.52817000 -0.56957000 -0.56957000 -0.56957000 0.02111700 0.53336000 0.53336000 0.53336000 0.54798000 0.55647000 0.52849000 0.00021214 0.04989900 0.04989900 0.03432900 -0.13710000 -0.14554000 -0.55587000 -0.53899000 -0.52353000 0.00000000 0.00132160 0.00132160 0.00132160 0.54763000 -0.57521000 -0.57521000 -0.57521000 0.52817000 -0.56957000 0.02111700 0.02111700 -0.58176000 -0.56808000 -0.57026000 0.53336000 0.53336000 0.53336000 0.53336000 0.50421000 0.05559100 0.54798000 -0.55900000 0.55647000 0.52849000 0.00021214 0.00021214 0.04989900 0.04989900 -0.06658300 -0.57925000 -0.57925000 -0.13710000 -0.14554000 -0.568 -0.568 -0.570 -0.570 0.533 0.533 0.504 0.000 0.548 -0.559 -0.559 0.528 0.528 0.000 0.000 0.000 0.000 -0.528 -0.528 0.000 0.000 0.000 -0.579 -0.524 -0.524 0.000 0.000 0.000 0.000 0.548 0.548 -0.575 -0.575 0.528 0.528 -0.570 -0.570 0.000 0.000 -0.146 -0.146 -0.568 -0.568 -0.570 -0.570 0.533 0.533 0.504 0.000 0.548 -0.559 -0.559 0.528 0.528 0.000 0.000 0.000 0.000 -0.528 -0.528 0.000 0.000 0.000 -0.579 -0.524 -0.524 0.000 0.000 0.000 0.000 0.548 0.548 -0.575 -0.575 0.528 0.528 -0.570 -0.570 0.000 0.000 -0.146 -0.146 9.5479096 9.9226003 9.5896706 9.4616734 9.2275308 10.8879126 8.7855751 4.6857888 6.7803062 9.0345170 9.3570351 10.5669028 13.4047497 9.6848492 9.5323240 4.3862315 12.0662499 12.6183727 9.1561086 8.4068878 9.1546437 9.5530675 9.3827563 13.2755180 6.5017050 10.4300620 7.4227544 10.0200696 12.2101673 10.2422949 9.9170099 8.5986782 6.9463168 8.6573324 9.1397452 2.8012621 3.2707532 11.3469731 0.1008431 9.7969244 11.5133961 7.8389184 10.9356924 7.7007393 10.2537449 8.3558550 10.0477326 11.7351836 0.6858056 2.5602503 10.8086168 11.7789863 10.8444658 11.6814924 10.1635470 9.2080434 8.4171306 10.9005127 9.9226003 11.5548685 11.0378322 3.6243934 4.7732526 11.0888008 9.3475669 8.6744734 9.4616734 10.9021305 6.3392318 4.2707532 9.4362166 8.4539731 6.9210054 11.4356582 5.3122295 7.4495548 10.7297275 8.4295013 9.3114854 6.7803062 9.2844616 11.1598327 11.2252708 10.4199339 7.9113980 8.3534918 12.7921336 11.1550914 8.7572513 9.3570351 11.2171702 5.3676122 9.0137905 9.9964016 10.6036581 8.7410712 3.1882901 9.2857016 9.8756133 9.5396181 6.0895109 11.4142763 9.1988583 11.6977149 10.2493029 8.7960545 12.0662499 6.7913830 7.7697116 9.1561086 6.0315628 8.9901173 9.6791989 8.2606975 8.7464848 3.8012621 9.9313415 9.9918505 9.6675273 9.0262620 0.1008431 NA NA NA 10.0114691 9.5530675 6.5017050 0.1008431 7.2556442 4.0077158 11.6881350 9.9081812 8.3862285 8.2556442 NA 11.5128668 8.1615224 10.4142763 5.3676122 10.0200696 12.1083792 9.9580298 10.2562770 10.2422949 -0.8991569 7.0723695 10.9975371 10.3798565 8.0462700 9.1383732 3.4227578 2.6857832 13.1350234 10.4074577 10.8469207 10.4506825 8.9081812 8.9834694 7.2657332 10.0084681 11.2220360 10.6066378 NA 5.3296439 5.9337166 0.1008431 NA 6.4317433 9.9097905 10.8923962 10.9629367 10.4034652 -0.8991569 10.6932833 10.9356924 7.7007393 9.4295013 12.9876660 8.8287468 8.9273747 6.6165268 10.7016684 11.2223598 8.9384543 9.9049573 5.3862281 10.1162414 NA 12.4103026 9.4638660 11.6221813 10.9105945 11.7351836 10.0039549 10.6904774 7.7908242 11.0372176 11.8261926 7.8756136 11.1328720 8.5207864 8.4693329 1.9081980 9.6914134 9.6735266 8.0433407 -0.8991569 1.1008431 9.4528697 9.0712054 1.4227712 8.8903600 10.0398251 9.5165682 0.1008431 8.4888435 7.7092658 10.1635470 NA 7.8557138 8.6341562 11.2998851 10.4484477 8.5986782 10.2763758 10.4011788 TCGA-3A-A9IN 62 0 NA 2084 pancreas stage ib t2 nx mx 26-3-2015 female 2008 yes pancreas-adenocarcinoma-other subtype yes NA NA r1 NA white not hispanic or latino 410.27.0 3 2 4 4 3 3 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6680170 3.7311181 3.2950177 1.2075805 7.9657843 13.9221822 7.6254137 0.2075181 7.5518567 7.6792366 10.0100774 7.9557539 11.0100775 10.8430842 11.0285377 10.8866013 9.2883786 9.6984119 11.2219303 6.6832950 10.4218802 5.5294899 9.0577478 6.9354810 10.0364908 7.7962759 0.2075181 4.9354833 0.7925222 10.0709730 7.0019767 9.4708303 4.7621521 8.9921960 8.9183674 9.5727898 -0.7923570 8.7736150 3.8514192 8.0309281 7.7812082 16.0379772 9.5540748 2.5294961 10.0886750 9.9773989 7.2464803 17.1639202 9.9243805 3.9624472 9.2437348 6.9145059 14.5296653 8.0116919 10.0372838 1.2075805 9.5912330 2.6669838 1.7925222 8.9987238 10.1106897 2.9080058 0.2075181 8.1590206 6.0902035 8.2159896 0.7925222 9.4060062 NA 10.0044119 7.0467650 8.0963046 8.7350381 7.8074741 11.0345067 3.1144503 11.5642881 7.6127027 4.8514192 6.0779266 12.3942944 3.3774847 7.9888551 10.2075610 4.5998771 1.5294712 5.2736502 9.2505883 8.7232609 9.9157827 7.2131859 8.5249738 7.9856382 12.8607420 11.7086518 10.9481851 9.4964272 11.2047405 11.8556939 9.5462974 11.7071579 3.3774847 11.8770596 9.6567098 9.0515921 0.7925222 5.8369189 11.6158908 10.4771027 10.3837529 9.8808701 11.3955317 9.9913779 8.5474109 7.2354667 8.9473418 12.7007911 9.2963493 4.6994128 5.7774171 7.6421896 11.1715409 10.1106897 12.5722429 8.5826004 4.1617587 10.7778912 3.2950177 7.0840781 11.2602718 11.9469198 11.4673043 4.4554916 9.2723039 9.4952734 4.8514192 7.3471128 11.0557928 4.2519538 7.1614080 10.5073414 11.9230941 0.2075181 8.8870411 9.0343161 9.0068427 6.7389421 7.1084283 9.9657843 11.1211985 9.2173897 10.2956868 7.7113868 5.6505032 9.6546443 7.3265023 10.0475522 2.5237125 11.4605221 11.6731275 9.6984119 4.7925222 8.4267298 4.4554916 -0.032996 -0.028628 -0.028628 0.000000 -0.038442 -0.038442 0.947310 -0.037458 0.946900 0.027811 0.027811 0.036074 0.943230 0.933050 0.933050 0.933050 -0.030950 0.905430 0.905430 0.948740 0.854620 0.856010 0.956290 0.310970 0.316750 -0.032996 -0.032996 0.000000 -0.038442 0.947310 0.947310 0.952010 0.958160 -0.037458 -0.037458 -0.036494 0.946900 0.027811 -0.026030 0.943230 -0.041396 -0.033817 -0.032860 0.933050 0.933050 0.933050 0.933050 -0.037490 0.990320 -0.030950 -0.033744 0.905430 0.922490 0.948740 0.948740 0.854620 0.856010 -0.044280 -0.064374 -0.106850 0.310970 0.310970 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.996 0.000 0.000 0.000 0.905 0.905 0.949 0.949 0.855 0.855 0.000 0.000 0.956 0.956 0.000 0.000 0.000 0.000 0.000 0.000 0.947 0.947 0.958 0.958 0.000 0.000 0.947 0.947 0.000 0.000 0.000 0.943 0.311 0.311 0.000 0.000 0.000 0.000 0.933 0.933 0.000 0.996 0.000 0.000 0.000 0.905 0.905 0.949 0.949 0.855 0.855 0.000 0.000 0.956 0.956 0.000 0.000 0.000 0.000 0.000 0.000 0.947 0.947 0.958 0.958 0.000 0.000 0.947 0.947 0.000 0.000 0.000 0.943 0.311 0.311 10.4102971 11.2402956 9.8505154 9.3849806 9.6556774 10.3022986 8.3213031 4.1617587 7.4023180 9.0717471 9.6020238 10.1566583 13.0702953 9.6822810 9.4194494 5.6505032 8.7232609 11.9168603 6.1382984 8.0902040 9.6290894 9.8852807 9.7369916 10.0157208 6.6913764 9.8764460 7.2299291 9.6949188 12.8496128 10.3636442 9.5507468 8.8423720 6.1617567 6.0779266 9.8923097 3.8514192 6.3368439 11.5141924 0.7925222 10.1405140 11.7389425 7.8693391 10.5073414 7.6505047 10.2621653 8.2187884 9.6913768 11.6460931 5.3160842 2.7925222 9.0871443 11.5670361 10.7337766 11.1665306 10.4501397 9.5618105 7.9422371 11.6325147 11.2402956 12.2721354 10.9515539 3.7925222 8.0309281 11.0100775 9.2047406 8.3186969 9.3849806 10.9864596 7.4121320 4.5998771 9.3394180 8.4578594 6.0530505 11.6845603 4.0655378 7.4267294 9.9507125 8.9954636 9.7793137 7.4023180 9.9707734 10.1776669 11.2128347 10.2594498 8.6893607 9.6525759 12.8000181 10.8662189 8.7074071 9.6020238 11.1948251 1.2075805 9.3722794 9.9226651 10.3458329 8.5585003 3.5294837 9.4848485 10.0052226 9.5102000 6.3160860 11.6938933 8.8870411 11.6277845 10.1316313 9.3686931 8.7232609 6.7040558 4.7925222 6.1382984 4.4554916 9.0421584 10.2389177 7.7774164 10.5568423 6.5021826 9.9019190 10.8821947 9.7163462 9.0947816 2.2075493 NA NA NA 10.5716958 9.8852807 6.6913764 NA 6.9823479 4.8222713 10.9511332 9.4047778 7.7736153 10.5328665 NA 11.4673043 6.2075610 8.6649418 2.0149265 9.6949188 12.6211890 9.4964272 11.1148273 10.3636442 0.2075181 9.4010864 11.2254134 10.5651130 7.6127027 9.1069180 4.5294899 3.5998771 13.3393377 10.2026216 11.3371661 10.3822121 9.1990829 9.7399169 10.7457500 10.1711797 11.0412418 10.1301454 0.2075181 6.9624484 6.4836852 0.7925222 NA 8.2519553 9.4964272 10.9523949 10.2110228 9.8737851 0.7925222 10.8706743 10.5073414 7.6505047 8.9439629 13.1454866 8.7962755 8.8711192 6.5826012 10.7501094 11.2368483 9.2382282 9.5283617 5.0149176 8.9473418 NA 12.7007911 9.6792362 12.0696172 10.2382282 11.6460931 10.1137001 11.2447648 3.4554916 11.2602718 11.7406474 8.4790240 11.3936753 8.6105731 8.9507125 2.3774847 9.4411807 9.9749179 8.4860104 1.7925222 0.7925222 9.2709561 9.8257631 3.1144503 9.6030952 10.9041766 9.3108488 3.4554916 9.1976649 7.7406962 10.4501397 NA 8.2628437 8.2736502 11.0384723 10.5535206 7.7350381 10.5033300 10.1755078 TCGA-3A-A9IO 55 0 NA 1942 pancreas NA tx nx mx 26-3-2015 male 2009 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 NA white not hispanic or latino 392.30.0 3 2 NA NA 3 3 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.39049057 1.63394263 1.37088963 NA 4.63393682 10.22701407 8.03481382 1.37088963 7.54881806 8.29689923 10.84663333 8.65074266 10.95210048 10.69890604 11.79212320 11.17728841 8.86915087 9.94908387 7.64516124 3.63393101 9.45517678 NA 10.23879629 5.00316594 10.58813060 6.19871808 -0.95092690 9.52673005 -0.95092690 11.22888091 6.59586614 8.21136318 6.37090009 10.05459631 9.99368384 9.63393428 -0.95092690 8.81550082 2.74940555 6.67102298 6.75633081 15.88736324 8.49605483 1.85630849 10.60404018 10.75287534 4.00317044 17.85123254 9.17567629 6.07134008 9.99879843 6.79743327 12.77976033 7.84338783 10.29927019 3.04896851 10.85592408 NA 3.90694830 9.72404669 9.19107896 -0.95092690 2.50840330 8.66204310 8.18339818 7.99733927 0.63394263 9.84094861 -0.95092690 9.59393616 7.86915087 6.82375828 6.66368191 8.50635281 6.37988950 NA 11.85994502 8.86915087 4.63393682 8.82211094 13.80338958 1.63394263 6.96006451 10.59538403 -0.95092690 -0.95092690 -0.95092690 8.76149871 8.28976301 5.85632592 8.19617669 8.05459618 3.74941627 13.30856795 12.09779921 10.18468111 9.22763664 12.00098497 10.77433804 8.11506082 8.01475586 4.40652306 12.18469871 10.18018566 9.04341013 NA 10.85793599 11.84521423 10.98658472 10.09531829 10.84176207 11.02051533 9.67376717 9.27779045 7.24372905 8.87710833 12.75557573 9.78283444 NA NA 7.39326774 11.22296114 10.86155020 12.84946728 7.00316819 2.50840330 10.87710825 2.21890513 7.98560972 10.75633089 10.93543050 11.86735423 2.74940555 9.71074996 9.55080892 4.77689357 7.32974253 12.27628687 5.64888531 4.63393682 9.84176214 11.01150633 NA 8.31809852 6.98077251 8.76321735 9.32393227 5.35275146 10.01691844 11.96279618 9.82375891 10.31809852 0.04893365 6.37090009 9.67923887 8.49380022 9.94606087 2.31051463 11.23198679 10.90928281 10.83972754 5.77689094 8.63017246 7.00316819 -0.010646 -0.010646 -0.010646 0.000000 -0.679390 -0.679390 -0.024433 0.609190 0.613170 0.583750 0.583750 0.601960 -0.012851 0.588010 0.588010 0.589190 -0.019040 0.572020 0.572020 -0.015191 -0.017666 -0.017666 0.579520 0.161150 0.179960 -0.010646 -0.010646 0.000000 -0.679390 -0.024433 -0.021575 -0.021575 0.605390 0.605170 0.609190 0.609190 0.610350 0.580250 -0.012851 -0.012851 0.591980 0.591980 -0.027398 0.588010 0.588010 0.589190 0.589190 0.591200 0.594580 -0.019040 -0.028218 0.572020 0.572020 -0.015191 -0.015191 -0.017666 -0.017666 -0.038034 -0.030131 -0.030131 0.161150 0.183130 0.592 0.592 0.000 0.000 0.589 0.589 0.591 0.600 0.000 0.000 0.000 0.572 0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.580 0.580 0.000 0.000 0.000 0.000 -0.679 -0.679 0.000 0.000 0.605 0.605 0.609 0.609 0.613 0.613 0.584 0.584 0.000 0.000 0.183 0.183 0.592 0.592 0.000 0.000 0.589 0.589 0.591 0.600 0.000 0.000 0.000 0.572 0.572 0.000 0.000 0.000 0.000 0.000 0.000 0.580 0.580 0.000 0.000 0.000 0.000 -0.679 -0.679 0.000 0.000 0.605 0.605 0.609 0.609 0.613 0.613 0.584 0.584 0.000 0.000 0.183 0.183 9.193630 9.850680 9.459423 9.799679 7.213879 10.565657 8.436989 4.572532 5.830331 9.314587 9.567625 9.392157 13.563254 8.624511 8.096096 3.633931 10.409270 12.114388 9.826227 8.198719 9.552897 10.267535 8.954359 10.481514 5.869151 10.063690 5.334375 10.480845 11.237252 10.500698 9.601641 7.787064 6.572533 8.822111 8.000256 2.218905 3.136438 10.847444 2.508403 10.595866 12.269199 7.287376 9.615026 8.071340 9.964104 7.436989 10.441289 12.076878 NA NA 7.843388 12.889946 10.820808 11.444672 10.141068 9.853103 6.618904 10.2657176 9.8506802 11.5562709 11.4040475 2.7494055 7.4960548 10.9521005 9.3550334 8.8659553 9.7996788 9.2474168 7.5488181 4.2584285 9.4615417 9.4240113 6.6855968 12.3704771 3.3709036 7.7000235 10.0510836 8.6910236 10.2492574 5.8303314 9.5428272 11.8788927 10.7938056 10.5012130 7.5247055 9.8433877 13.6251018 10.3493244 8.2897630 9.5676249 12.2110483 4.7494109 9.2314903 10.4015670 10.7332821 8.5307711 3.0489685 9.8433877 10.0440323 8.6339343 5.9797098 12.5408249 8.5958661 8.8254047 10.5740032 9.7107500 10.4092702 7.6281743 6.2777914 9.8262270 5.0933658 9.1478330 9.4229244 3.5725380 7.8270492 7.4152939 9.1443689 10.5297620 10.8797960 9.4530490 0.5240637 -0.9509269 NA NA 10.0482671 10.2675350 5.8691509 NA 8.1257875 3.4412843 10.3765244 10.1430495 6.3977003 7.8270492 -0.9509269 12.5473224 9.1692097 9.8155007 9.1231131 10.4808454 11.3501822 10.2101037 10.0017130 10.5006981 NA 6.8237583 9.7971646 11.8669547 8.8691509 9.5547834 4.6636805 7.2138790 13.1109336 10.5418264 9.1574963 10.3388466 8.2729736 9.9030610 5.4583623 10.8340155 10.2837893 10.7845278 NA 2.0489685 7.0489718 2.5084033 0.6339426 7.7284518 9.2276366 11.8637545 7.4037500 10.7734857 NA 9.3028192 9.6150258 8.0713395 9.6102597 12.4571688 9.5832746 7.6563019 6.3250967 11.3297425 11.8233471 9.4434345 10.0906309 3.7494163 8.8771083 NA 12.7555757 9.9752678 11.9631700 9.9285551 12.0768778 9.8928928 9.6311137 5.6488853 10.7563309 11.2044225 6.3709001 10.1277897 8.6581504 6.5327876 1.3708896 8.8352413 9.2705588 8.1961767 3.1364375 0.6339426 8.5764488 8.6315278 NA 8.4477156 9.5101340 10.0803284 0.6339426 8.9407555 8.3609923 10.1410682 NA 8.9528536 8.4583627 11.5006981 12.0645611 7.7249285 9.2263912 9.6507427 TCGA-3A-A9IR 64 0 NA 1542 pancreas stage ib t2 n0 mx 26-3-2015 female 2010 yes pancreas-adenocarcinoma-other subtype yes NA 1989 r0 0 white not hispanic or latino 392.30.0 1 2 NA NA 3 3 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 11.03003578 0.78349856 0.46163333 0.78349856 5.51688819 10.01571374 7.86248425 -1.53826191 7.60626306 8.20307143 9.80256742 3.70953327 11.41779926 11.18494345 11.59104865 10.74758469 9.58119418 9.26007648 9.93480308 5.14810436 10.11086080 0.04656091 9.42522325 5.33197029 9.84692780 5.30709331 0.04656091 NA NA 10.49502764 1.46158094 8.02575417 -1.53826191 9.33581752 8.20138539 9.31257283 -0.53847144 7.94743414 2.54907768 7.70239574 6.54906690 16.00968146 8.85177371 7.74005394 11.05499577 10.97927399 4.39234490 15.24255442 9.36699160 0.04656091 10.24705713 5.53777751 12.46828135 9.52702067 9.96443647 1.04656091 9.84691166 NA NA 6.82354812 9.32036282 NA -0.53847144 8.41434571 3.26895832 7.89623309 10.31100975 9.35566449 NA 9.57469569 7.20307192 6.41580091 6.55436169 7.31647343 11.65034798 NA 12.05312695 8.69642198 4.61134946 8.95845847 9.94491656 -1.53826191 7.99368795 9.31179145 2.36848900 -0.53847144 -1.53826191 8.73073131 8.91487512 14.52803023 7.35945001 9.50189429 3.04656091 12.97354254 9.89362447 10.15334809 9.97187430 11.02694478 10.76965919 9.56751312 2.54907768 2.16204887 11.52025256 10.65019345 9.82361420 NA -1.53826191 11.96032918 12.48567683 10.43825823 11.13137553 11.36133916 8.89205703 8.73423440 5.13403196 7.38344597 12.61895155 9.55963673 -1.53826191 NA 6.69522411 11.23906545 10.53641508 12.92984682 6.54375415 2.78354047 10.78719115 1.04656091 6.78803442 10.97187926 12.23381609 11.83106564 3.50599252 11.41906949 9.24132396 7.39824262 7.29132728 11.73729264 6.89623309 4.34424619 10.35186890 9.93327977 NA 9.92359564 7.62746603 8.62902287 7.76310080 5.14810436 11.75780388 11.79294147 9.43673611 10.75651254 2.04656091 4.80145358 9.48050022 5.92103637 10.51179336 0.42878559 11.65928208 10.91487527 10.86408382 5.07631538 8.29449485 6.02384748 -9.5868e-03 -9.5868e-03 -9.5868e-03 0.0000e+00 -1.4401e-03 -7.1958e-03 9.7276e-03 -5.4168e-05 7.3609e-03 -1.0621e+00 -1.0621e+00 1.2934e-02 3.4687e-03 4.8699e-03 4.8699e-03 1.1093e-03 1.8030e-03 -1.0232e-02 -1.0232e-02 1.6579e-02 -1.6429e-02 -1.6429e-02 -2.5201e-02 -4.8284e-02 -5.4392e-02 -9.5868e-03 -9.5868e-03 0.0000e+00 -1.4401e-03 9.7276e-03 9.7276e-03 9.7276e-03 -2.7724e-04 -5.4168e-05 -5.4168e-05 4.3719e-03 7.3609e-03 -1.1032e+00 3.4687e-03 3.4687e-03 -1.3264e-02 -1.3264e-02 2.3919e-04 4.8699e-03 4.8699e-03 1.1093e-03 1.1093e-03 -5.3032e-01 -9.8527e-03 -2.7813e-03 0.0000e+00 -1.0232e-02 -1.5937e-02 1.6579e-02 1.6579e-02 -1.6429e-02 -1.6429e-02 9.5883e-03 -2.5483e-02 -2.5483e-02 -4.8284e-02 -5.4392e-02 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -1.062 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.530 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -1.062 0.000 0.000 0.000 0.000 0.000 9.389383 9.996880 9.821354 9.013313 6.718993 9.281784 10.403753 3.631535 5.879458 9.624625 10.077234 9.751623 13.951202 8.179281 8.909721 2.046561 12.810471 11.353388 10.289344 9.331969 9.045665 12.454277 10.478413 11.553040 8.031460 9.919498 5.700010 10.646567 11.981364 11.001733 9.520273 10.400449 7.912816 8.958458 6.728391 1.783540 1.461581 11.306507 NA 11.297458 12.060122 8.172411 9.936831 8.330720 10.416528 7.489511 10.518242 12.361717 -1.538262 NA 9.929720 11.752487 10.817071 10.836978 10.909204 9.291327 5.676408 10.93860389 9.99688004 11.31569381 9.34653833 11.44459817 0.04656091 11.41779926 9.35793704 8.26250457 9.01331290 10.54408638 8.83229193 4.13403196 8.77788618 9.01715249 6.53306648 14.31892961 2.63152341 7.59603094 10.72546067 10.02527759 9.68499700 5.87945827 11.24419339 14.51453347 10.73801987 10.93632456 7.79699481 6.70477792 13.35020519 10.61768766 8.41725464 10.07723432 11.19716066 -0.53847144 8.38887877 10.53038293 10.76310080 9.07631457 2.26897328 10.42558445 10.44744654 9.27458409 4.83664625 10.96194862 8.57664835 7.40997214 10.52971106 9.27378185 12.81047106 8.16110769 4.52769594 10.28934424 7.47841290 8.94779617 9.80367926 NA 6.98516681 2.46160714 10.01523397 10.14679139 9.98467650 9.07907218 -1.53826191 NA NA NA 10.61547331 12.45427747 8.03146026 -1.53826191 7.35338858 3.31958903 10.19165012 10.71190302 6.00849809 8.21649221 NA 12.28845099 -0.53847144 8.81805645 NA 10.64656672 11.99310794 9.47143319 9.59281860 11.00173266 -0.53847144 5.03146137 10.91949845 11.99079114 8.69642198 9.67592370 0.04656091 8.54906728 12.77887590 10.58507943 9.03240918 10.73450260 8.47562522 12.22606159 11.49554377 11.32288542 10.25358149 10.64802838 NA 1.92101732 6.23639121 NA NA 1.26897328 9.97187430 10.51790368 6.04385847 10.59024346 NA 8.54774093 9.93683136 8.33072017 9.11265635 13.05913347 8.36699182 6.35034873 12.00415290 10.67349291 10.83555724 10.83365348 9.94542043 3.74701137 7.38344597 NA 12.61895155 10.14503786 12.43180040 10.94642749 12.36171669 8.77221757 9.93277179 -1.53826191 10.97187926 11.65651532 4.59088940 11.10320485 8.24132396 6.31335289 5.06151701 9.12360542 9.91693189 7.36548608 -1.53826191 NA 8.84422871 8.76823594 1.78354047 6.67105838 11.37983618 9.59667262 -1.53826191 9.69162506 8.67191076 10.90920449 -0.53847144 8.40997172 8.23144249 11.35433716 11.64104723 8.14459911 9.36999728 9.59088772 TCGA-3A-A9IS 67 0 NA 932 pancreas stage ib t2 n0 mx 26-3-2015 male 2010 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 0 white not hispanic or latino 410.27.0 3 2 NA NA 3 3 4 3 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.3456566 2.4468120 4.9703659 -1.1382828 5.2712314 8.2149879 7.0810093 NA 6.8842084 7.7010444 10.1854586 7.1792533 11.2998530 11.1518511 11.8085644 11.5322758 9.2412193 9.2325284 8.0367665 NA 10.1472431 NA 9.0822193 5.0317657 10.0888550 3.9062364 -1.1382828 0.4467856 -1.1382828 11.3299557 4.8160364 6.9439905 6.0810093 9.7159301 10.3516888 9.6275414 -1.1382828 9.1297979 4.2193931 9.1321362 7.5342663 15.6529020 8.6117102 2.8618363 10.1661922 10.3314826 3.1837723 19.4196336 9.4496183 4.6431982 10.1781224 6.4317717 13.0638881 9.6653988 10.8254595 -1.1382828 10.3730994 NA NA 10.1972312 10.3740875 NA -1.1382828 8.7275740 7.3006326 7.7475371 NA 9.9859622 0.4467856 6.2712314 6.9859626 6.1192296 8.1815131 8.6627406 9.2691087 NA 11.6204805 8.4392695 6.0516657 5.2016927 13.2658514 5.8276260 7.0933500 11.4453938 1.8618363 -0.1381240 -1.1382828 9.1192288 8.7151504 8.1472431 7.5999329 8.3990591 3.9911272 13.0676341 12.2651192 11.1437709 10.6016215 10.9565784 11.5997219 9.2039154 1.6692082 4.4765502 11.6520305 9.9592146 8.8177959 NA 8.5795173 11.3703785 10.9597215 11.1951668 11.5395605 10.9664396 9.1983473 8.4857223 6.2455451 9.5509653 11.9255730 9.8145821 NA NA 7.9171232 10.9093056 10.5461511 12.5337136 5.9493038 2.0317833 11.4802263 4.4471031 7.6200644 11.2912005 12.1589004 11.0602859 1.4467856 10.1893935 10.1803836 3.7198187 7.1701795 11.7065466 -1.1382828 6.0416504 10.8358968 9.5982427 NA 8.6167282 7.7969176 8.4087352 4.9062364 5.4316965 9.4542979 11.7400834 9.6635492 10.1274559 0.4467856 6.4009989 9.6075153 8.1379651 9.8087472 0.2123826 11.5020858 11.1118431 10.6919599 5.3536938 9.1633370 5.7566577 -0.5973500 -0.5973500 -0.5973500 -0.5843500 0.0036012 -0.5933800 1.1824000 -0.6054500 0.0153730 0.4263600 0.4263600 0.4201500 0.0464100 0.6055600 0.6055600 0.5972800 -0.5705200 0.0718150 0.0718150 0.0143230 0.1593500 0.1593500 0.6782600 -0.1262900 -0.0998410 -0.5689300 -0.5973500 -0.5851300 0.0410270 0.6318800 0.6138800 0.6108100 0.5907000 -0.6054500 -0.6054500 -0.6187400 0.0380580 0.4263600 0.0464100 0.0464100 -0.5954600 -0.6011900 -0.5977000 0.6055600 0.6055600 0.5972800 0.6079100 0.0033885 0.0447870 -0.5705200 -0.5729900 0.0718150 0.0785760 0.0143230 -0.0175130 0.1593500 0.1593500 -0.5999300 0.0814590 0.0814590 -1.2929000 -0.0858610 -0.601 -0.601 -0.598 -0.598 0.606 0.606 0.000 0.000 -0.571 -0.579 -0.579 0.000 0.000 0.000 0.000 0.159 0.159 -0.597 -0.597 0.678 0.678 -0.600 0.000 -0.585 -0.585 0.000 -0.536 0.614 0.614 0.591 0.591 -0.605 -0.605 0.000 0.000 0.426 0.426 0.000 0.000 0.000 0.000 -0.601 -0.601 -0.598 -0.598 0.606 0.606 0.000 0.000 -0.571 -0.579 -0.579 0.000 0.000 0.000 0.000 0.159 0.159 -0.597 -0.597 0.678 0.678 -0.600 0.000 -0.585 -0.585 0.000 -0.536 0.614 0.614 0.591 0.591 -0.605 -0.605 0.000 0.000 0.426 0.426 0.000 0.000 0.000 0.000 9.1309674 10.3284272 9.0479552 9.5083995 6.3775403 10.6517820 8.9319619 4.9062364 4.5897635 9.0052240 9.7275742 9.6659718 13.9395145 8.5307259 8.9279299 NA 10.3032289 13.3872393 13.4006966 8.9319619 9.2183039 9.5083995 8.6382737 10.0870483 5.4164311 10.7881368 5.7925795 10.2837426 11.1100649 10.3636780 9.4570983 9.9406588 6.8730675 5.2016927 5.5483411 0.4467856 4.5342671 11.1014394 -1.1382828 10.4880062 12.3221688 7.4505556 9.1815131 7.4505556 9.8925081 5.5760867 9.7026188 11.9493037 -1.1382828 -0.1381240 9.2975111 12.5543474 10.8553277 11.7013242 11.6736169 11.0210815 5.6579458 11.0981541 10.3284272 11.4331195 11.1607626 4.4164277 10.1775566 11.2998530 9.8512354 8.9184787 9.5083995 10.4714814 6.7322054 0.8618760 10.1769904 8.9265836 7.5307255 11.8423375 5.8447196 7.1333036 12.1604763 8.4673202 9.7049767 4.5897635 9.9000740 13.0006726 11.0080913 11.0473358 8.3233205 8.9252360 13.3187086 10.8508805 9.2520099 9.7275742 11.4435122 8.8145821 9.3997483 10.5404410 10.9416590 8.3476701 2.6691855 9.7375903 9.8391208 9.2160903 6.9755832 10.6848100 8.6183972 11.9911239 10.3878509 8.8043553 10.3032289 7.3718141 0.8618760 13.4006966 4.8391231 10.0655681 9.1073936 NA 6.5965506 5.9386575 10.3616868 10.2557676 9.5262882 9.2520099 -1.1382828 NA NA NA 9.7657227 9.5083995 5.4164311 NA 6.9703648 2.9493108 9.4902863 10.4570984 4.5056941 6.5271767 NA 12.4384433 8.3990591 9.3893179 6.2193931 10.2837426 11.4834349 9.6448391 10.0392604 10.3636780 NA 7.1972314 10.3006327 11.6909689 8.4392695 9.5700625 4.4468054 8.4580305 12.9725688 10.4589623 11.7381660 9.4598002 7.6724126 8.4802263 6.1472436 10.3716158 10.8646559 10.7271875 NA NA 6.1837684 -1.1382828 NA 5.1097701 10.6016215 12.6504572 6.3726440 10.5124439 NA 11.1251100 9.1815131 7.4505556 9.3222968 12.3599421 9.5448354 6.2881057 6.3130517 10.2749399 12.5289524 10.0840320 9.8376888 5.1286275 9.5509653 NA 11.9255730 9.7421897 12.5995107 11.5786603 11.9493037 10.2584457 10.0280040 NA 11.2912005 11.4850365 5.2541594 10.5285087 8.0467164 5.9807816 0.4467856 8.4145098 9.8625452 7.0858421 -1.1382828 NA 9.5002768 8.6064559 NA 7.4580309 6.4440955 9.9346434 NA 8.6659718 7.7941442 11.6736169 NA 8.1262832 8.0834277 11.6399180 11.6425857 8.7414242 10.4948361 10.2066916 TCGA-3A-A9IU 65 1 458 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 410.27.0 2 3 4 5 1 1 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907239e-06 4.854791e-07 10.1292151 -1.1863932 5.2058187 NA 7.2015162 15.0187582 6.4788359 0.8135247 7.5277452 8.1331715 10.3385308 2.9834223 11.5532800 11.6768030 11.1800949 9.9472838 9.6503388 9.7625966 10.3786016 2.3984598 11.6119712 1.3984598 11.8405415 7.4752779 10.0578633 8.3603937 0.8135247 11.9784064 -0.1865574 8.9568826 2.6208444 9.1388050 2.6208444 8.9670516 8.6991959 8.0423182 -1.1863932 7.7936391 -0.1865574 5.6463902 8.7323628 15.0195599 7.9350330 8.8149077 9.4876917 10.2667700 10.7331077 14.4121336 9.1376800 NA 2.9834223 8.0894145 13.6022178 8.0637979 9.8496731 4.1354282 10.8011117 -1.1863932 5.6589883 7.9683177 9.4734953 0.3984598 1.6208679 7.7383119 2.6208444 8.6463895 4.7203879 10.9105439 NA 8.5700557 8.4134121 7.6046622 8.5948590 8.5600137 12.6912629 3.8135042 12.2234207 9.0673470 5.7083169 14.8408871 10.0211239 3.1354199 8.5444112 10.5405690 11.5236602 0.8135247 -1.1863932 9.3757419 9.4591578 7.3565312 8.7113448 9.8809337 4.5139391 14.8394176 8.9971349 11.1972037 9.9977549 11.7812661 10.6172269 7.5915762 6.6143992 4.7442365 10.9163970 9.8282174 9.6422943 NA 12.1665084 12.4207142 10.9145165 10.5944452 11.2239508 11.5013125 9.1787283 8.3700056 5.5549664 8.7233927 12.8073224 10.4546480 -1.1863932 3.2729339 6.9324404 12.0867123 10.8036034 13.0771354 7.2015162 4.9834223 9.2522912 6.1743025 7.8929841 9.2334596 11.6534905 11.0125583 6.4355519 8.5616923 9.6296832 6.6336782 -0.1865574 12.2697255 7.5882866 1.3984598 10.3623214 12.0986126 6.7203907 9.6675886 8.5365973 8.8983078 4.3680908 7.9167871 9.3984620 11.5547557 9.4078241 10.0308514 1.9834223 7.0326684 9.4814979 7.9088964 10.5328883 -0.8416630 10.9610224 11.8738576 10.8636882 5.2729302 8.3545959 7.9758909 0.00088640 0.00088640 0.51809000 -0.00526100 0.00388540 0.00263570 0.00861350 -0.01161100 0.00238800 -0.03572100 -0.03572100 -0.03572100 -0.58304000 0.00569190 0.00569190 0.00569190 0.00777830 -0.57348000 -0.00470790 -0.05266600 -0.55437000 0.52485000 0.01056500 -0.08160500 -0.08160500 0.01153900 0.00088640 -0.00801240 0.00388540 0.00861350 0.00861350 0.00541020 0.00027728 -0.01161100 -0.01161100 -0.59789000 0.00238800 -0.03572100 -0.58304000 -0.01574100 -0.57233000 -0.56439000 0.00000000 0.00569190 0.00569190 0.00569190 0.00569190 -0.01904000 -0.60051000 0.00777830 0.01447000 -0.57348000 -0.00470790 -0.05266600 -1.06130000 -0.55987000 0.53432000 0.00416320 -0.57437000 -0.57437000 -0.08160500 -0.08160500 -0.563 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 -0.593 -0.593 -0.503 0.000 0.000 0.517 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 -0.563 -0.563 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.569 0.000 -0.593 -0.593 -0.503 0.000 0.000 0.517 0.000 0.000 0.000 -0.574 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 0.000 0.000 0.000 0.000 -0.567 0.000 0.000 0.000 10.114996 10.772415 10.364246 10.672258 10.730498 10.214379 7.960705 5.932442 9.479723 10.122976 9.692317 9.989673 13.288219 13.110559 8.856527 7.417126 1.813484 10.841405 10.392815 9.724891 13.165617 11.226069 10.958795 11.211709 9.778562 10.348289 8.218641 10.344808 13.986044 10.309354 10.295299 8.311351 3.671486 14.840887 12.043670 2.720388 3.205815 10.822628 NA 10.647970 10.678459 8.980918 11.860623 7.496494 10.566298 8.437381 10.814908 12.725640 3.671486 NA 10.151679 13.412250 11.991492 10.620971 10.404554 10.416662 8.980554 11.0390082 10.7724146 11.9172790 10.4942985 1.1354035 1.8134836 11.5532800 9.4464947 8.5465148 10.6722575 10.6001775 5.7203907 5.2058187 9.6256767 8.5997689 7.3053522 11.6097419 7.3174841 7.4134121 7.0755947 8.9180982 9.9440635 9.4797235 8.3565312 9.3984620 10.7464523 10.1858203 7.8929841 7.1309123 13.3342409 10.7226425 8.3173253 9.6923166 10.9216972 -0.1865574 9.1055909 11.0070248 10.1869084 9.2993287 1.8134836 10.9730554 10.0732426 10.9236565 7.5783712 14.4646072 7.6838642 12.1411924 10.4003392 8.8728438 1.8134836 7.1445512 9.1069712 10.3928154 5.6961413 9.3563862 9.9252872 8.3331357 11.0694132 9.2397641 9.0143980 10.4240630 9.5008751 8.1263823 6.2647109 4.7676972 0.8135247 0.8135247 9.7151207 11.2260693 9.7785623 NA 6.7618663 5.2729302 8.3642463 7.0755947 7.4537447 10.5061149 -1.1863932 12.2376657 0.8135247 9.5882864 2.2729190 10.3448078 10.8078529 8.9154752 10.5804424 10.3093545 NA 13.2638730 10.2047430 11.5345986 9.0673470 9.5683869 4.0229537 3.2058147 13.6312826 10.0088716 9.9226772 11.3269483 10.9849890 9.9562447 8.7618667 10.7405366 10.4433114 11.1379613 -0.1865574 6.3370617 4.4859227 NA -0.1865574 7.7263885 9.9977549 11.3138434 10.9063061 10.9504906 0.3984598 9.5650434 11.8606233 7.4964943 8.9946516 13.2929008 10.4350935 8.9285430 7.8687818 10.3637653 11.1491689 9.3814556 10.0272113 6.8578939 8.7233927 1.9834223 12.8073224 10.2631640 12.7533541 10.7986298 12.7256403 9.7353404 10.8866368 9.8427867 9.2334596 10.1035182 8.5700557 10.2912577 8.6900165 10.0507094 -0.1865574 10.3861996 10.3516884 9.4743868 1.6208679 3.4768483 9.5371603 9.7830875 0.8135247 9.5388658 11.3498292 9.5515918 0.3984598 8.4134121 8.1742366 10.4045543 NA 6.8741957 7.5583335 12.2007090 10.0350865 6.0802867 9.0954295 10.3178218 TCGA-3A-A9IV 59 0 NA 967 pancreas stage ib t2 n0 mx 26-3-2015 female 2011 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 0 white not hispanic or latino 424.26.0 3 2 NA NA 3 3 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.0870580 3.1666994 5.2327950 -0.8334131 6.8878043 13.8895660 6.9014148 NA 6.7441342 7.6302293 10.2334670 7.4003244 10.9812876 11.2659214 11.2128059 10.8164103 7.9676050 9.5450000 10.2274010 1.4886178 10.5675845 8.7647575 10.3522000 6.9014148 10.3447474 4.0735975 -0.8334131 2.1667154 NA 8.9081719 6.5590222 7.8601918 6.6424388 9.2528414 9.9692214 8.9332339 NA 8.8912190 5.0974422 8.6784579 9.0370697 16.3672493 8.5675846 1.4886178 10.9207575 10.0937422 10.6419319 16.0884066 10.2388377 8.0401494 9.1890729 7.3239005 13.6163051 8.6545451 10.7901293 2.1667154 9.5919210 NA 0.1667154 8.4841176 10.5313869 0.1667154 -0.8334131 9.1765337 3.4886307 8.1324894 NA 9.7896720 NA 9.4920106 8.2274008 7.0184539 8.3366302 9.1765337 11.8523299 3.2541707 11.5803330 8.3785936 5.0974422 6.8601918 11.8591026 6.6179155 7.8171468 10.3901035 1.1667154 1.1667154 NA 8.8946256 8.8706085 10.5037694 7.4146328 8.5198521 4.2959874 12.9193993 11.9828888 9.8766505 9.6912468 12.0520201 10.8929232 9.5319339 2.8671453 2.8671453 12.1964133 10.0239086 9.0660620 NA 4.8391282 11.1040789 10.9760311 10.3947000 10.7474347 11.2953439 9.1209014 8.5264546 6.8320406 9.3403822 12.1814230 9.2110991 -0.8334131 0.7516351 8.1890729 11.0102336 10.5455418 12.7383392 6.9676055 3.6902718 10.3528193 6.0626139 6.6096486 11.3469748 12.8431030 11.5466249 3.0735975 9.6137884 10.3676037 2.3366262 7.5154333 12.6034166 -0.8334131 4.8671453 11.2018478 11.4143359 NA 9.2972756 7.6190696 9.7731104 9.4761814 4.4886307 9.8680115 12.0662508 9.4063037 9.7422442 3.9740612 7.0795946 9.3552938 8.0339840 9.5363024 NA 11.8527678 11.2216485 10.5850848 5.3955221 8.8051409 4.1208993 -0.02767100 -0.02767100 -0.02767100 0.00027728 -0.04563200 -0.04664100 1.42070000 -0.05104600 1.43450000 -0.05612800 -0.05612800 -0.04292400 1.44500000 0.74670000 0.71133000 1.42430000 -0.02890100 1.42260000 1.42260000 1.43830000 1.52810000 0.67215000 1.46150000 0.48423000 0.47856000 -0.02767100 -0.02767100 0.00000000 -0.03449500 1.42070000 1.41360000 1.39740000 0.74100000 -0.05104600 -0.05104600 -0.05104600 1.42720000 -0.05442000 -1.29290000 1.44500000 -0.04671800 -0.03721800 -0.04370100 0.71133000 1.42430000 1.42430000 1.42430000 1.43950000 1.43090000 -0.04017400 -0.04075200 1.42260000 0.73019000 1.43830000 1.43830000 1.52810000 0.66235000 -0.09258600 -0.04942400 -0.04942400 0.46144000 0.48165000 0.000 0.000 0.000 0.000 0.747 1.424 1.396 1.451 0.000 0.000 0.000 1.423 0.730 1.438 1.438 1.528 0.672 0.000 0.000 0.744 1.482 0.000 0.000 0.000 0.000 0.000 0.000 1.414 1.414 1.425 1.425 0.000 0.000 1.434 1.434 0.000 0.000 0.000 1.358 0.482 0.482 0.000 0.000 0.000 0.000 0.747 1.424 1.396 1.451 0.000 0.000 0.000 1.423 0.730 1.438 1.438 1.528 0.672 0.000 0.000 0.744 1.482 0.000 0.000 0.000 0.000 0.000 0.000 1.414 1.414 1.425 1.425 0.000 0.000 1.434 1.434 0.000 0.000 0.000 1.358 0.482 0.482 9.255493 11.523707 9.484118 9.408688 9.069080 10.102607 10.224020 4.336633 7.497622 8.256818 9.391912 9.871473 13.274331 8.994842 9.298562 4.559021 1.751678 12.111234 4.690266 9.009055 8.479543 9.915736 10.525356 8.189073 6.961121 10.284997 7.248855 10.027590 11.650269 10.763827 9.475044 9.339132 5.853205 6.860192 9.455571 1.166715 2.751678 10.894626 NA 10.612237 11.702223 8.094483 9.710703 7.024686 9.747906 7.835590 9.917412 12.036106 NA 1.166715 9.866277 10.923261 11.013524 11.910748 10.805141 9.441666 7.175470 11.8391304 11.5237071 12.1553898 11.8863078 3.9215887 9.7232111 10.9812876 9.6485045 8.9398442 9.4086883 10.4235035 7.1092195 2.3366262 9.5643797 8.6705309 7.6424388 12.3691350 7.0246865 6.9148981 10.0200146 8.8159612 10.1158023 7.4976219 10.9369560 11.0626590 11.2090485 9.8775114 8.0855681 9.4795881 13.3742533 9.9064857 9.5341198 9.3919125 11.9550156 1.1667154 10.6248604 10.6034166 11.4205526 8.2408467 3.8105562 9.3589979 9.7251258 9.3189899 7.1267065 11.1914984 9.5439155 14.4465695 10.0051212 9.1092195 1.7516779 7.5675416 5.5065543 4.6902662 3.8105562 9.1636728 9.3515804 8.1835133 8.7832540 5.6261354 10.4572999 12.2016759 9.8937746 9.4507079 1.4886178 NA NA NA 9.0027554 9.9157364 6.9611209 NA 7.0554484 -0.8334131 8.8636728 9.7768071 6.8740641 8.6240859 NA 12.8493705 1.1667154 8.6240859 2.4886435 10.0275903 11.9211751 9.5110011 10.4998604 10.7638265 NA 9.7647575 10.8869493 11.0308912 8.3785936 9.5771565 3.3366262 0.1667154 13.1436272 10.1890729 10.7111866 10.0042937 9.0855683 9.9098565 6.8033291 10.8182053 11.1099525 10.6034166 NA 7.0735953 6.4051091 NA NA 6.2541688 9.6912468 11.1429112 10.1462375 10.6039370 NA 10.1807256 9.7107035 7.0246865 9.9692214 12.4788790 8.7014361 8.0308911 4.8671453 10.5670508 12.3298830 9.9157364 10.6286961 5.0246876 9.3403822 NA 12.1814230 9.8852380 12.5739728 10.7942389 12.0361061 10.3316120 11.3669907 -0.8334131 11.3469748 11.5466249 7.2219873 10.8830959 8.1638846 7.3810246 0.1667154 9.4276246 10.1461303 7.1033434 NA NA 9.5579486 8.6058502 8.0370697 8.4682013 10.2509221 10.2381674 6.0615235 9.2368260 7.1536280 10.8051410 2.7516779 9.3036963 7.9740600 11.6322715 10.8766505 7.8213409 9.4716266 9.8168593 TCGA-3A-A9IX 40 0 NA 1037 pancreas stage ia t1 n0 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 2.3 1988 r0 0 white not hispanic or latino 424.26.0 1 2 4 3 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560468e-06 2.427395e-07 10.5333108 -0.2921219 7.6737387 0.7079665 7.4426641 13.9601764 6.7413780 3.1673900 7.1673860 8.1857130 10.2202012 5.7523499 11.3064723 11.3470351 11.2608637 10.0522504 8.8423808 9.5400534 11.5263370 3.8778816 11.4262733 0.2928995 10.9840789 8.8928300 10.1215825 8.0455762 5.4083926 14.1666174 0.7079665 9.6830860 5.5023688 9.3874347 4.8577024 9.9788338 9.3050759 8.3803797 -0.2921219 8.1488238 0.7079665 6.8164794 10.4101272 15.6677075 8.3041441 4.9558800 10.1719896 10.1627678 11.2613438 14.3914426 9.2315164 NA 6.6445918 7.6152360 13.9906810 8.2810338 10.4699212 2.2929290 10.1431038 1.7079665 8.3927029 8.9137478 9.5233379 0.7079665 1.2928995 8.2759108 4.0298857 8.8891066 4.4628441 9.9355704 1.7079665 8.2872705 8.7261548 9.6379525 9.9718105 8.6577811 10.6823691 3.9174031 12.0552990 8.9511285 5.7191807 12.6937964 9.5432153 7.2816018 8.0426969 10.6577812 5.2929179 2.5153088 -0.2921219 9.2519529 9.5974585 8.4460469 8.3661661 9.9950897 6.3078675 14.7873768 10.2577392 10.2167397 10.3472953 11.5886859 10.7444716 8.0851649 7.1258071 4.3518120 11.0511791 10.3008786 9.2529189 0.7079665 14.6591254 11.5810141 11.1080094 10.6666160 11.1305450 11.4893142 9.3454851 8.9343667 5.3078656 8.9283327 12.6774310 9.8810070 NA 4.6852338 7.8653015 12.1791216 11.0020008 13.2434729 8.6823689 7.1258071 10.3931413 5.3403664 8.0366297 10.6984166 11.8388468 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12.526537 4.662149 -1.291945 10.672656 12.722062 11.446828 10.948507 9.863405 10.059998 10.116375 11.7067212 10.3563121 11.4703365 11.6800368 2.7954137 5.1508968 11.3064723 9.7413775 8.8099302 10.5581413 10.7355150 7.7275454 8.4477350 9.3189793 8.9794175 7.1508978 12.7194439 6.2893808 7.9343667 9.1612251 8.6297956 9.8828802 9.4144506 9.2117803 11.0975858 10.9858231 10.3883141 8.4827414 8.4761390 12.8841277 9.8301354 8.2910371 10.2485670 11.2780474 -0.2921219 8.7403171 11.1189358 10.6740994 9.2635023 1.2928995 10.9999885 9.8922101 10.5420305 7.0566821 12.7930950 8.1816602 12.7540554 10.4909527 8.8487844 5.4083926 7.3688775 10.5597035 10.8307825 6.6268173 8.9999884 10.7358605 7.4049219 10.6479010 8.5153095 9.1066982 10.2663752 10.0466018 8.5056159 5.7954163 3.7954137 0.2928995 NA 8.6193466 11.4288400 8.8841278 0.2928995 6.8577011 8.1488238 10.1508980 8.5829357 9.3106534 9.6592392 -1.2919452 12.0521117 2.1673900 10.3670585 4.3226637 10.1801021 10.8423808 9.2853833 10.5503049 10.3152848 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NA 7.7818469 NA 4.9986604 6.6913346 15.0226063 7.8898063 7.4550370 9.5207611 9.3957610 11.2346171 14.2109429 8.7842821 NA 3.0318186 9.2117345 13.2471378 7.5610786 9.8238762 4.3797457 12.1690495 NA 7.3339451 7.7221408 8.5919845 -0.4275954 1.1573671 7.7272119 0.5724046 8.4972064 1.1573671 10.5954551 0.5724046 3.6598561 9.1981027 8.0682489 8.3205867 7.7016766 12.3541633 6.2588939 12.7482552 9.6478730 6.0481272 14.2893204 9.8589515 5.0318274 7.4434367 10.4412164 8.9839048 2.1573671 -0.4275954 9.5338434 9.3356063 7.5780186 8.2900705 9.9033107 5.2448186 15.2127800 10.1250629 10.2667518 10.0481273 11.6535443 9.3586635 7.7068199 6.5610786 5.8577969 11.2327374 10.4565644 9.6126835 -0.4275954 11.3335295 11.7354145 10.5499528 10.7452588 11.5178377 11.1336817 8.4147440 8.7939810 5.0959539 8.6357888 12.9523137 9.8681628 NA 2.1573671 7.2797526 12.6606852 10.4942348 13.0170205 8.2053891 4.5723925 9.8238762 6.6020678 5.9299448 9.6888808 9.5539612 11.8409358 5.5947605 9.4257033 10.0552018 8.1907793 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11.6895596 11.0694422 11.1889427 10.2952014 10.9680404 11.2067511 11.8496812 11.8804484 12.1091267 1.8943327 -0.4275954 10.7221409 9.2162499 8.5919845 10.8179466 10.1990155 4.6167870 5.9474324 8.8036149 8.2270301 7.7373008 12.4618978 8.5304824 7.6598568 8.9277448 9.2986120 9.7170521 9.2623918 9.3797487 9.0742311 10.8993850 10.1815726 8.8601062 6.8577957 13.2067511 10.1288999 7.9211221 9.4257033 11.2527534 -0.4275954 10.3502573 11.6525452 10.3789434 8.8274224 1.1573671 11.2439349 10.0592289 10.1962753 9.3037129 13.2352847 7.2588948 13.3533436 10.2216500 8.3071033 -0.4275954 7.3236034 8.2693614 9.2306053 4.1573591 9.3233854 9.9668565 7.6002995 11.3623350 7.3272814 8.4732605 10.4186677 8.9732732 7.7068199 5.5031324 4.8203219 NA NA 8.9299457 12.2695786 8.3861751 NA 6.6598561 4.7818475 8.4580904 9.0460995 6.8761743 11.7557191 NA 12.4990605 0.5724046 9.5046087 -0.4275954 11.5626396 10.4565644 8.5352898 9.9441705 11.2887846 -0.4275954 12.4184718 9.9055492 11.0251499 9.6478730 10.1183236 5.5265916 3.7423189 13.7379290 9.6398282 11.1667185 11.1479283 10.4830366 9.2430502 8.6222422 10.1732359 10.0101459 10.5185691 0.5724046 3.6598561 4.1573591 1.1573671 -0.4275954 7.5553875 10.0481273 11.1718418 10.5195412 10.5345669 -0.4275954 8.9881356 11.2986120 7.9166898 8.7769649 12.2370633 10.5001718 8.6730560 7.0236047 10.5688673 11.3343605 9.0420355 9.5539612 7.6384830 8.6357888 2.1573671 12.9523137 10.2952014 12.6646555 10.8432731 12.8151214 9.4867789 10.6939274 10.9817847 9.6888808 10.7696105 8.7093851 9.3104860 7.7818469 9.8784555 -0.4275954 10.6874374 9.9881356 10.2553884 NA -0.4275954 9.3989422 7.9499078 2.1573671 11.0984040 11.5413989 9.6638292 -0.4275954 8.7720661 8.1760943 11.1889427 -0.4275954 6.5836214 7.6167877 11.7157771 10.6789568 6.1269832 8.6651511 10.2279245 TCGA-3A-A9J0 75 0 NA 377 pancreas stage iib t3 n1 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 5 white not hispanic or latino 424.26.0 2 1 NA NA 1 2 1 1 1 1 0 0 0 7 0 0 0 0 0 0 0 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-0.0466280 -0.3945300 0.3633000 -0.0140900 0.0644550 0.0644550 0.000 0.000 -0.101 -0.101 -0.376 -0.376 0.724 -0.365 0.225 0.301 0.301 -0.385 0.000 -0.380 -0.777 -0.338 0.000 0.000 0.000 0.396 0.396 -0.395 0.000 0.236 0.236 0.327 0.327 -0.138 -0.138 0.000 0.000 0.000 0.000 0.362 0.362 -0.364 -0.364 -0.382 -0.382 0.000 0.000 0.000 0.000 -0.101 -0.101 -0.376 -0.376 0.724 -0.365 0.225 0.301 0.301 -0.385 0.000 -0.380 -0.777 -0.338 0.000 0.000 0.000 0.396 0.396 -0.395 0.000 0.236 0.236 0.327 0.327 -0.138 -0.138 0.000 0.000 0.000 0.000 0.362 0.362 -0.364 -0.364 -0.382 -0.382 0.000 0.000 9.70921170 11.24824325 10.29326368 11.22041316 9.95161941 9.51669657 9.28106832 7.81026378 9.71466264 9.67046700 9.84132658 10.03168577 12.82230639 17.83384513 8.46048743 8.04761146 NA 11.04833108 8.74072253 9.60935089 12.51726472 12.43677147 10.82713744 11.33662706 8.28351577 9.55569079 7.90549291 10.76195673 13.27570038 9.70556621 9.37126611 8.84878254 3.07895134 15.01749043 11.56376747 1.40086578 2.98582828 10.29447762 NA 9.99855278 10.41433493 8.75842478 11.71466268 7.50520895 10.77373776 8.82041163 11.00301474 12.96416429 7.25885337 0.07888305 12.16856056 13.37994055 11.62743179 10.55502246 11.00449900 9.46156867 8.58741300 10.96349674 11.24824325 12.63041252 11.79576403 0.66393661 1.88631602 10.96273337 8.49257266 8.30535681 11.22041316 11.36174342 6.33633160 7.83048859 8.24636295 8.39861673 6.59464409 11.37040309 8.31256444 7.07329755 8.02438839 8.53221525 10.18550756 9.71466264 9.39182764 9.39296134 10.90191366 9.85290788 8.10131233 7.55061982 13.09879589 10.29508415 8.10131233 9.84132658 10.45072123 -0.92111695 8.99542120 11.44143638 10.08527061 9.40199944 1.66389108 11.37097859 9.89992120 10.35565062 8.37586093 14.59658321 7.92756762 12.64261753 10.17104103 8.55265027 NA 7.75958530 9.98056575 8.74072253 6.20822850 9.18418531 9.13693627 9.51461485 11.23881593 7.14503340 8.78630361 10.75842469 9.85933677 8.93998493 4.40087261 7.02731221 -0.92111695 1.40086578 9.10131233 12.43677147 8.28351577 -0.92111695 7.09575251 6.13422710 8.37586093 8.75666406 6.56275987 10.91617827 -0.92111695 12.52253568 NA 9.37586071 2.07895134 10.76195673 10.98808761 7.53427175 10.41433493 9.70556621 0.07888305 11.09957735 10.58376361 11.48222295 9.29447762 9.49362972 8.04472907 6.25885431 13.40719875 10.06975761 11.29781050 11.22768808 10.96996873 9.39069283 7.98583511 10.72730216 9.74428053 10.90390331 1.07895134 7.06762904 4.86030236 NA 2.40086578 4.36434831 10.18812234 10.29992747 10.92188808 10.25698692 NA 9.83800046 11.71466268 7.50520895 8.89592815 12.89092126 9.63161362 9.13422710 9.22742124 10.81745914 10.51461485 9.60837515 10.65353811 5.79319101 10.58078174 9.49679707 12.88519210 10.05407598 12.04671119 11.01115931 12.96416429 9.13422710 11.31854309 3.24886875 8.69666922 11.17927839 8.84712877 10.26443955 8.85043409 10.45561265 -0.92111695 11.23249660 10.87457844 9.79490659 0.07888305 -2.01042498 8.81365423 8.97324705 3.88629651 10.84547351 11.35220110 9.91420557 1.40086578 9.16905712 8.77243170 11.00449900 3.98583738 8.15576036 7.72999658 11.96235157 10.51096439 4.93692527 9.06478641 9.98131968 TCGA-3E-AAAY 67 0 NA 2285 pancreas stage iib t3 n1 mx 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA NA 5 white not hispanic or latino 392.30.0 1 2 NA NA 2 1 2 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.213698e-06 6.935415e-07 9.55425960 1.54863390 3.77102985 -0.03637791 8.53542508 14.07684490 7.90911664 0.96369606 8.06696047 8.17068672 10.34359237 5.38993845 10.89846913 10.92563217 11.13766189 9.92004865 8.64139213 9.83017878 12.44155724 6.41488308 11.34656670 0.96369606 10.75198299 8.54863506 10.20028475 8.31461179 4.48723550 13.31723289 NA 9.56265552 5.43940705 9.60210849 2.54863390 9.49407894 8.01079662 8.09809895 -0.03637791 8.52782180 0.96369606 5.37306350 9.73268385 15.18820183 8.61651760 6.66411159 9.67705909 10.35384142 10.19848998 14.37921624 9.04315719 -1.03622997 4.66411302 7.99660003 14.37971129 8.29908527 9.48429122 2.13359640 10.55098125 -1.03622997 8.25369151 9.04182340 8.53352831 2.13359640 2.42309405 7.99709534 3.87056200 8.64491077 2.77101928 10.05444654 -1.03622997 7.68818665 9.22811521 9.50767098 9.96789297 8.83557769 11.90673670 3.66410733 12.14854786 8.39203272 5.78385211 13.76097939 10.06104630 5.85849082 7.77125307 9.98187263 4.17312743 3.05112844 -1.03622997 9.58846804 9.38046994 8.97069982 8.79022108 9.62811978 5.47146713 13.81907635 9.67275628 11.48453669 9.60752876 11.45000477 10.05047218 8.05642963 8.22576753 5.65017289 10.95400345 9.99915893 9.49700233 NA 12.15272487 12.04964281 10.49049933 10.27240397 10.86227393 11.51490012 8.97769292 8.71855993 5.66411302 9.25944151 12.75829143 9.48134193 NA 3.05112844 7.13359743 12.03362569 11.44092485 13.08747060 8.45552573 6.79656271 9.52496046 6.36762268 7.75808860 10.38351682 11.03446431 11.19878922 7.24068068 9.48919328 9.56915193 5.15349731 1.77104041 11.65737723 6.02976206 3.82164900 10.55332364 12.25700045 -0.03637791 9.10577968 7.76457241 9.36027735 5.78385211 8.55051247 9.47740008 11.30157313 9.34088312 10.85583580 -0.03637791 6.61472457 9.19249108 7.59302877 10.62900838 -0.68015088 11.04881298 11.65061070 10.40194452 4.42310078 8.13610011 6.91204023 -0.0035401 0.0375000 0.0375000 0.0451410 -0.0853240 -0.0853240 0.0203430 -0.0461770 0.0501080 -0.0683950 -0.0683950 0.0305910 -0.0971000 -0.0407520 -0.0407520 -0.0407520 0.0047907 -0.0149160 -0.0149160 -0.0881090 0.0242680 0.0242680 0.0272160 -0.0467730 0.0073609 -0.0035401 -0.0035401 -0.0330360 -0.0853240 0.0203430 0.0203430 0.0203430 0.0075000 -0.0461770 -0.0461770 -0.0526810 0.0501080 0.0217440 -0.0971000 -0.0971000 -0.0113350 -0.0113350 0.0000000 -0.0407520 -0.0407520 -0.0407520 -0.0407520 0.0365120 0.0339720 0.0073609 -0.0092666 -0.0149160 -0.0149160 -0.0881090 -0.0881090 0.0242680 0.0242680 0.0399860 0.0267950 0.0267950 -0.0467730 0.0073609 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.86227393 10.67619952 10.00738334 10.72231215 10.08714735 8.97350107 7.90618711 6.54110126 9.33762525 9.62811978 9.75402096 10.07154348 12.78013222 12.46463884 9.49017178 7.87656176 5.21160021 11.04748420 11.62188397 9.37200223 11.52915068 11.41488361 10.89920592 10.36615170 8.15102466 9.89810055 7.56729901 10.20271609 13.58721111 10.07219693 9.94951451 7.47937205 4.17312743 13.76097939 11.02403067 4.60753154 5.59302802 10.65497984 -0.03637791 10.56868893 10.55659668 8.19968658 11.65432531 8.31240062 10.50476914 10.39517015 10.73268385 12.54169131 4.94095133 -0.03637791 11.14947710 13.16165705 11.32089456 10.19629130 10.00259156 9.99847154 8.73724024 10.81698202 10.67619952 12.01505141 12.82165350 3.71855890 5.24907362 10.89846913 9.02436844 8.74339177 10.72231215 10.46849148 6.38152565 8.00533149 8.70850627 8.75320605 6.38152565 12.05229514 7.33191746 6.94095250 8.26288036 8.87506462 10.20207728 9.33762525 8.82009789 10.39360229 10.76254931 10.31957413 8.54863506 8.07741446 12.55542859 10.10258426 8.49894771 9.75402096 10.47690666 -1.03622997 9.39628752 10.82785863 10.19369291 8.67103148 3.60753154 10.65977064 10.09938174 10.17799164 7.86453904 13.63128305 7.73185663 11.73309716 10.08520607 8.56915193 5.21160021 7.49122779 9.95306702 11.62188397 6.75808860 9.52407230 10.20565569 7.41488392 11.03714463 6.27655622 9.00533177 10.33653758 9.86302936 8.35132355 5.53352909 4.60753154 NA NA 9.46351845 11.41488361 8.15102466 0.96369606 7.40661575 6.62900829 9.96999858 7.50283101 8.55051247 10.25599410 NA 12.03547002 2.87056200 10.26973414 3.28559457 10.20271609 11.19459362 9.11468898 10.62188401 10.07219693 -0.03637791 10.93197928 10.56590738 11.24037856 8.39203272 9.41178891 5.37306350 3.05112844 13.43718802 10.06170465 10.86076164 11.44092485 11.14046899 9.36348453 9.54110126 10.77303871 9.87730990 10.69711161 0.54863390 8.43331419 5.79656142 -0.03637791 0.54863390 6.61472457 9.60752876 10.91604977 10.97067523 10.28954010 2.42309405 10.24965261 11.65432531 8.31240062 8.82940562 12.62556192 9.57746206 9.03513477 9.23979684 10.95837951 10.62811978 9.45151260 10.38731375 5.21160021 9.25944151 5.60752858 12.75829143 10.58480864 11.93844558 10.34845630 12.54169131 10.32012450 11.03144296 10.18887995 10.38351682 11.44143078 9.00669971 10.49407884 9.01215939 10.44193657 0.96369606 10.35437888 10.66627807 9.81385942 4.17312743 3.87056200 8.79497984 9.35768505 3.82164900 10.94666610 11.42430247 9.53257860 -1.03622997 9.42617479 8.49054326 10.00259156 -0.03637791 7.73845981 8.25829325 11.40168459 10.56868893 6.30352323 9.66497893 9.81151294 TCGA-3E-AAAZ 71 1 2182 NA pancreas stage iia t3 n0 mx 26-3-2015 male 2008 NA pancreas-adenocarcinoma ductal type yes NA NA NA 0 white hispanic or latino 392.30.0 1 1 1 3 1 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 1 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 7 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 1 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.045948e-06 4.854791e-07 10.0399198 0.5810137 8.0887951 0.5810137 6.6895256 13.7006307 7.2103567 2.0404366 7.5668425 8.3123194 10.4416996 3.7102830 10.8672695 11.1526963 11.2103571 10.1809134 8.4264908 9.2744874 10.9388274 9.3746039 11.6801839 NA 10.9200154 6.6999416 10.2307058 7.1123822 3.1659602 9.5431736 NA 10.3152868 5.5696855 8.9967424 3.8289260 9.7831243 8.9473228 8.1993862 -0.4190827 8.8756213 -1.4188898 4.5582799 8.0927534 16.2686086 8.1413332 5.5235149 9.8170147 11.1783548 10.6950682 14.1751210 9.3931778 NA 1.5810137 8.5806765 14.8447282 8.5598826 10.2016786 1.9029225 10.7763727 -0.4190827 7.6790324 8.7218303 9.8271474 0.9029611 4.1045631 8.1809132 4.1659602 9.3648173 2.8289362 10.4107232 1.9029225 8.0260154 8.0748559 7.6947430 8.1413332 9.3233099 12.5978088 8.0748559 11.7858773 9.1678404 6.2176243 14.9171584 10.0873081 6.2463359 8.0145857 10.5841670 9.7540530 2.9029225 NA 9.0986698 9.7465357 8.3639989 7.7831246 10.4617319 4.9208506 15.2270248 9.0788524 10.4059593 10.1118945 11.9114973 10.7559262 8.5753539 10.8512959 6.0648160 11.1440657 10.2569576 9.5418857 2.3883549 11.3010310 12.0104073 10.9772307 10.3014842 10.5209470 11.3865429 8.9743911 8.4968797 4.7904541 9.9163910 12.7365303 9.6470898 NA 5.8098183 6.8802080 11.9778728 10.2565165 13.1996728 8.1957103 3.5351945 9.9346987 6.7397617 8.2320520 10.5611972 9.9733180 11.3873488 5.4513661 9.3533151 9.8407438 6.1809137 0.5810137 11.7795990 6.2392128 2.1659762 11.2639951 12.5367412 -1.4188898 9.4727842 6.4758177 9.2293582 7.1584289 8.3802823 9.7370835 11.1843950 9.5139534 10.4765758 3.2248584 7.5058131 9.8241745 8.6934399 10.2507714 -1.0743043 11.3873488 10.9717069 10.7605987 5.7408709 8.2374256 6.8664024 -0.37347000 -0.37347000 0.41312000 0.02768600 -0.01670400 -0.01670400 -0.36796000 -0.33687000 0.03778200 0.03721700 0.03721700 0.03721700 -0.13096000 0.02324800 0.02324800 0.02777800 -0.29296000 -0.00058936 -0.00058936 -0.36488000 -0.01807800 -0.01807800 0.02090300 -0.06852900 -0.06852900 -0.37347000 -0.37347000 0.02768600 -0.01670400 -0.36796000 -0.34458000 -0.34630000 0.04145800 -0.33687000 -0.33687000 -0.37694000 0.03778200 0.03721700 -0.13096000 -0.13096000 0.03369000 0.03369000 -0.00107750 0.02324800 0.02324800 0.02777800 0.02777800 -0.01023200 0.03622900 -0.29296000 0.02244400 -0.00058936 0.00000000 -0.36488000 -0.36488000 -0.01807800 -0.01807800 0.00583090 0.01112100 0.01112100 -0.06852900 -0.06852900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.293 0.000 0.000 0.000 0.000 -0.365 -0.365 0.000 0.000 -0.373 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.000 0.000 -0.337 -0.337 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.293 0.000 0.000 0.000 0.000 -0.365 -0.365 0.000 0.000 -0.373 0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 -0.349 0.000 0.000 -0.337 -0.337 0.000 0.000 0.000 0.000 -0.131 -0.131 0.000 0.000 9.706414 10.824175 10.198009 11.082838 10.410723 9.539553 8.920851 6.597808 9.348357 9.438204 9.684288 10.342136 12.897070 12.641105 8.735819 6.096700 3.104555 11.457134 8.681663 10.058253 12.720131 11.457517 10.678374 10.384728 8.080846 10.308921 10.050134 9.973007 13.417544 10.574647 10.124516 7.532285 4.308921 14.917158 10.938827 3.790449 4.072852 10.251657 NA 10.709639 10.433920 8.730748 10.822686 8.094728 10.873035 8.526444 11.146817 12.768430 3.487885 -1.418890 11.042736 13.251103 12.186633 10.546150 9.858869 10.391974 9.419724 11.7962302 10.8241745 11.9735863 12.2117227 2.3883549 3.9733174 10.8672695 9.5438966 8.6130461 11.0828378 10.5795910 6.7559264 7.6895249 8.6362831 9.5220481 7.0607813 11.5607830 7.9531471 8.2935277 7.6578165 8.7509257 10.4953820 9.3483575 9.4705045 10.9725127 10.9842789 10.6681318 7.7231073 8.8836394 13.1242136 10.2396583 7.7459076 9.6842884 10.9144354 3.2248584 9.0058912 11.1551210 10.6393306 8.8110211 2.1659762 10.9999073 10.1182189 10.6116677 8.1678401 13.6390768 7.8001693 12.3693110 10.1617301 8.1065216 3.1045547 6.8111165 10.8738973 8.6816629 5.6578172 8.8347415 11.0668299 7.5205794 11.6854355 6.4138902 9.0947280 10.4467338 9.5402780 9.2683761 5.4582540 NA 0.5810137 NA 9.1669019 11.4575175 8.0808463 -1.4188898 6.2675002 6.1659622 9.0301493 8.8098192 8.4249217 10.3676786 NA 12.1388232 1.7509066 9.8348480 2.2814312 9.9730066 11.2851203 9.2176253 10.8298176 10.5746466 -1.4188898 11.8116215 11.0135424 11.1092104 9.1678404 9.6437213 7.8710193 3.9733174 14.1820458 10.0688406 9.6524628 11.4221422 10.2857687 10.1370275 8.6430466 11.0370982 10.4494373 11.2183046 NA 6.4389814 6.0728540 NA NA 5.8001700 10.1118945 11.5955441 10.8833796 10.4284495 4.2534296 10.5482268 10.8226859 8.0947280 8.8229837 12.4530982 9.8859222 8.9484154 6.4513644 11.1722891 11.7909108 9.4358690 9.4848823 5.7708264 9.9163910 2.0404366 12.7365303 10.0171915 12.4411176 10.8492501 12.7684299 9.0907756 11.0920119 7.4327498 10.5611972 11.5046994 9.2085343 10.2810066 8.6416963 9.9264057 -1.4188898 10.5438965 11.4888301 10.7843486 1.1659441 0.5810137 8.8744721 8.0380734 2.6684596 8.4833756 10.3594925 9.3891602 -1.4188898 9.2823070 8.8056897 9.8588690 2.3883549 6.7806723 8.1240324 11.6082154 11.1118945 5.6144242 8.1489565 10.1855538 TCGA-F2-6879 57 1 334 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2009 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 2 white NA 195.45.0 2 3 1 7 1 2 1 1 1 1 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 2 0 0 0 4 2 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 2 0 0 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 4 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 1.213698e-06 4.161249e-07 9.9521255 2.1430668 3.1903620 -0.7639054 7.8022178 13.5700526 6.3808212 NA 7.1580047 8.3156482 10.4407346 3.0435195 11.4388996 11.6314071 11.4099968 9.8659756 9.1823387 8.8397899 12.1439931 0.5580717 11.7068224 -0.1788613 12.2092330 7.5192517 9.6566501 8.2723373 2.4840866 11.3833685 -0.7639054 9.3820957 3.1430505 8.8248783 4.7597258 9.4228969 9.2578376 8.4247525 -0.7639054 8.2389784 1.0434845 5.0941432 9.1218598 15.3290961 8.1639415 7.1757431 9.5296351 11.4646816 11.8372379 14.9551646 9.1475555 NA 6.2191569 9.2649330 13.6563541 8.1885260 9.8504133 4.7753245 11.0739886 NA 7.9521256 9.0158828 9.5524451 0.5580717 3.0435195 8.5592184 -0.1788613 8.7370053 3.9085920 10.6899486 NA 4.5215659 8.5882068 8.3718729 7.8230035 8.5017787 12.0817516 6.5261831 11.5525865 8.9235393 6.4358352 15.1526495 10.1145976 6.7037693 7.5440928 10.6349072 2.4840866 2.1430668 NA 9.3941420 9.8646091 5.7984057 8.7964965 10.7429670 4.9640844 15.1605469 8.9469700 10.5810142 10.3076259 11.9829927 10.8966052 8.0289536 1.4061012 5.9085896 10.8298324 10.3609311 9.3897916 NA 11.7882322 11.9285611 10.7638555 10.4403342 11.6752152 11.3374827 8.5479117 8.3654467 6.1188061 9.1203341 12.6439624 9.5267584 NA 5.7518627 6.7320181 12.4650574 11.2911070 13.1516228 7.5330797 5.9572623 9.7719249 7.1758310 7.8060192 8.9820564 9.7305192 11.8819346 5.1669002 10.5665203 8.9495501 4.3446865 2.4061012 11.9865565 1.4061012 2.7597311 11.3868628 13.0630099 0.2362171 9.6204077 5.9708721 10.1672704 3.9640844 8.5076266 9.6418368 11.6816957 9.3348536 10.0674708 4.4060876 7.5052899 9.5365161 7.7655944 10.8365411 NA 10.8705208 11.0340277 10.6694882 5.5848904 8.4805273 7.7260117 0.00638710 0.02496900 0.02496900 -0.01560400 -0.04712400 -0.00304750 0.01964300 -0.64659000 -0.06571600 -0.65165000 -0.65165000 0.60286000 -0.64640000 0.66734000 0.00986690 0.01544700 -0.63547000 -0.60719000 -0.60719000 1.94660000 0.08117700 0.05323700 0.03397200 -0.10622000 3.65690000 0.06050800 0.06050800 -0.01257600 0.00208050 -0.00609040 -0.00609040 -0.01642900 0.00000000 -0.65398000 -0.64659000 -0.65557000 -0.08996400 -0.66849000 -0.64640000 0.00666530 0.01419000 0.00682890 0.03369000 -0.64725000 -0.63642000 0.01544700 0.01544700 0.01140000 0.01726400 0.08406500 0.03256300 -0.60719000 -0.60719000 0.02693500 -1.13680000 -0.56962000 0.10045000 0.00013863 -0.62150000 -0.62150000 -0.10622000 -0.11352000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 -0.607 -0.607 0.000 -0.653 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.656 -0.656 0.000 0.000 -0.049 0.603 -0.646 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.622 0.000 0.000 -0.607 -0.607 0.000 -0.653 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.621 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.656 -0.656 0.000 0.000 -0.049 0.603 -0.646 0.000 0.000 0.000 9.4401233 11.5277660 10.1249068 10.9274709 10.1939911 9.6863438 9.2543637 5.6455547 9.8481106 10.0777279 10.0248819 9.7290182 12.8638114 12.2856718 10.0072402 7.7459385 -1.7636605 11.5041206 8.6166246 9.9546964 11.4990864 12.0316959 9.2120114 9.7728965 9.5580916 11.3927207 9.3143143 10.0802730 13.1933563 10.3966652 8.9860329 7.5670807 3.9640844 15.1526495 11.5675004 3.2361711 0.8211387 9.9383362 -1.7636605 11.1186155 10.4947296 9.1505488 10.7106300 7.9435229 10.2008654 9.1632008 10.8721083 12.5262544 6.8618723 NA 11.6616417 13.3876162 11.2954387 10.7210141 10.5052902 10.0093028 9.1116135 10.9807871 11.5277660 12.1238602 13.1364643 1.0434845 1.5580717 11.4388996 9.7854669 9.1042145 10.9274709 10.6308941 1.9365908 7.9417959 9.1896326 9.2319306 7.1309813 11.6891769 8.5284854 7.2501838 8.2654510 8.7139219 10.5003129 9.8481106 9.2055501 9.2550593 10.8178349 10.0447255 8.7655941 7.8997219 12.6974511 9.8351466 8.1683783 10.0248819 10.9028314 2.6284703 8.2394286 11.1943537 10.5884829 8.1233843 2.4840866 11.4664843 9.6524333 10.3641579 8.1918133 12.7575186 9.4284563 13.5851683 10.2812406 8.7557999 -1.7636605 7.3953790 10.2019478 8.6166246 4.5580900 9.6478651 9.3374828 8.3641579 9.6655702 5.0175211 10.1088384 10.4691840 10.0562508 8.9112386 8.7310193 6.8508732 -1.7636605 0.8211387 9.3538067 12.0316959 9.5580916 NA 6.6666160 3.8211285 9.6909770 8.3302411 8.6613794 11.1544678 -1.7636605 11.5623121 -0.1788613 10.1929027 NA 10.0802730 10.8335178 9.0216160 10.9856140 10.3966652 -0.1788613 11.5363731 10.3222998 10.4060886 8.9235393 9.7538330 6.3551044 6.7675449 13.6997198 10.5673604 10.5583734 11.5689036 10.1932656 9.3512071 6.8286202 11.1764771 10.4222778 11.1288961 -0.7639054 9.6144585 3.5580962 -1.7636605 -1.7636605 5.8434940 10.3076259 10.5846151 11.8608037 10.5047055 -1.7636605 10.9634459 10.7106300 7.9435229 8.7878719 12.4922985 9.4450076 9.1119129 8.9606773 11.1294651 11.3965077 9.9409318 10.6201378 6.4982588 9.1203341 2.1430668 12.6439624 10.5206985 12.5842692 10.9589710 12.5262544 9.0563424 10.9499797 6.6413047 8.9820564 11.2873725 8.7330174 9.2819233 9.3763542 10.7938665 -0.7639054 11.1626448 10.2588781 11.1648670 -1.7636605 1.0434845 9.7098692 8.0346999 5.6455547 9.2112950 10.6492388 9.7032596 -0.7639054 9.0093027 8.8210979 10.5052902 6.2248487 7.4035813 8.0706346 11.7709527 11.1355204 5.7199802 8.0972505 9.4727757 TCGA-F2-6880 70 0 NA 295 pancreas stage iib t3 n1 m0 26-3-2015 male 2009 yes pancreas-adenocarcinoma ductal type yes 15 NA r0 1 white NA 195.45.0 1 2 3 4 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.5553139 1.8805288 9.5243893 1.2955467 6.3616596 11.0454401 6.5993520 0.2956055 7.0769299 8.1347744 10.6231233 6.8347289 11.3351752 10.6998181 11.6602525 9.9321953 10.7560265 8.3777198 9.9785652 2.2955761 10.2997912 NA 10.7113124 5.3830338 9.8289003 5.4654946 5.3399640 14.7747193 NA 10.3656916 5.2024608 8.5291904 5.1029268 9.6706100 8.8842853 8.6084537 1.2955467 7.7049619 2.2955761 6.1535520 8.9647391 17.0728773 7.9249271 1.8805288 10.0029298 9.8424651 7.7049619 15.2969788 9.1252933 2.2955761 8.1093517 6.4558450 13.5333781 8.9573488 10.3385979 2.2955761 9.8673232 2.6175101 6.1284604 7.4952427 10.0604422 0.2956055 1.2955467 7.5623569 3.8805288 8.0166696 4.1029268 9.1628495 0.2956055 8.1093517 8.0571221 6.9679963 6.8805337 8.8073234 8.8230478 NA 11.3426946 8.6309609 4.8805337 13.5154954 10.4235649 3.2955761 7.9779330 10.0916102 4.1029268 2.6175101 1.2955467 9.3562666 9.0268897 9.1125542 8.7426540 9.1221190 7.9029008 14.0080976 10.6857396 10.4903275 10.0302802 12.1117543 10.4717438 8.8539913 10.4209841 0.2956055 11.2679618 10.2039633 9.6309611 0.2956055 19.3690716 11.5664500 10.9614750 10.0626957 11.0940424 11.6354207 9.3856830 8.4351218 5.6878893 9.1812671 13.3740551 10.4001694 0.2956055 3.2955761 6.7385139 11.3962330 10.8013822 13.0338741 7.5339752 4.1029268 10.4196919 2.8805288 8.0234910 10.7985814 12.3853521 11.2828346 2.6175101 9.3616598 9.1379210 5.4248549 4.1029268 11.5201753 3.2955761 2.8805288 9.2899241 12.1061423 NA 9.1093519 7.6531224 9.8520767 4.8191317 9.8539914 9.2757102 11.7616471 9.1751538 10.5635278 NA 5.6174983 9.0703577 8.8463175 11.0802055 NA 11.5285911 11.1013145 10.2380851 5.9394264 8.1473199 6.7385139 -0.00097017 -0.00097017 -0.00097017 0.00194180 0.00097064 0.00097064 -0.00180140 0.00000000 0.00332990 -0.00013862 -0.00013862 -0.00013862 0.00041593 -0.00180140 -0.00180140 -0.00180140 -0.00303190 0.00055459 0.00055459 -0.09696800 0.00194180 0.00194180 0.00124810 3.65690000 -0.00843850 -0.00097017 -0.00097017 0.00194180 0.00097064 -0.00180140 -0.00180140 -0.00180140 -0.00124730 0.00000000 0.00000000 0.00000000 0.00332990 -0.00013862 0.00041593 0.00041593 0.00777830 0.00777830 0.00000000 -0.00180140 -0.00180140 -0.00180140 -0.00180140 -0.00249380 0.00374650 -0.00157810 0.00374650 0.00055459 0.00055459 -0.09696800 -0.09696800 0.00194180 0.00194180 -0.01436600 -0.00636680 -0.00636680 -0.01326400 -0.01326400 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.5809729 9.6597054 10.5135283 10.5159489 9.6878881 9.4554419 7.8269520 4.2024647 8.3988582 9.2814126 9.5553139 9.8635267 13.2606334 11.6208761 11.3392815 5.5809715 5.6174983 12.5114070 12.4209841 10.0487874 9.1744187 10.7550023 12.2778513 11.5231866 7.3723863 10.3909677 7.6084537 9.8221481 13.0072376 10.7354015 9.6878881 7.0370373 4.3830338 13.5154954 11.8912944 3.2955761 1.8805288 10.4792060 0.2956055 12.3922858 10.7550023 8.5147393 10.0521270 7.9102805 10.0554588 7.6531224 10.5001418 12.5282913 3.8805288 NA 9.1093519 12.2181550 11.2594204 10.7986809 10.0932321 10.0420849 9.7515349 11.1260858 9.6597054 12.1709360 11.6331926 1.8805288 4.5434959 11.3351752 9.4704964 8.2497667 10.5159489 10.8833482 7.6354207 4.4654978 9.7426539 8.7590949 7.4248541 12.7993964 2.8805288 7.4754797 8.5291904 8.5147393 10.8112705 8.3988582 8.9394267 12.2092081 10.6792749 9.7508979 7.4853954 7.6354207 12.7776223 10.2870925 8.8191326 9.5553139 10.9312887 4.2024647 10.0010302 10.5564902 10.5351692 8.7301987 2.2955761 11.7718106 9.8347294 9.6084535 6.8033653 12.4312799 7.6442990 12.0952570 10.3683732 9.0063771 5.6174983 6.7643170 11.1651645 12.4209841 6.4040959 9.0311945 9.0132470 4.8191317 9.5763415 3.4654913 9.5901914 10.6118522 9.6835879 9.7134231 3.4654913 NA NA NA 8.8917603 10.7550023 7.3723863 NA 7.5243897 0.2956055 10.1173447 9.4927873 8.2263081 8.4554419 NA 12.0471147 4.8805337 9.6814331 3.9960090 9.8221481 11.7139504 9.3179385 9.6152428 10.7354015 NA 9.5600133 10.9093601 11.7662295 8.6309609 10.3790499 2.6175101 2.8805288 13.9029010 10.8220699 10.2144339 10.8701642 9.5243893 9.1029255 6.4654962 10.2497670 10.6792749 10.9056727 NA 5.2497677 6.2024608 0.2956055 NA 4.4654978 10.0302802 11.7575616 10.5549962 11.3406477 0.2956055 10.3843589 10.0521270 7.9102805 8.5529584 12.3827019 9.2642373 6.9394264 9.8861576 10.9934070 11.2181551 9.8308460 9.6662581 5.7550024 9.1812671 NA 13.3740551 10.7081405 12.1543287 11.1682455 12.5282913 10.0720037 10.7436870 9.9873142 10.7985814 11.3255480 9.0571218 10.8033653 8.7385142 9.7954165 NA 9.8936231 9.9644557 9.4853952 NA 3.2955761 8.7713039 7.7718711 NA 9.0336628 9.4381373 10.5387447 2.8805288 8.5623573 8.2671144 10.0932321 0.2956055 8.4604776 8.2671144 11.0115326 11.2807010 6.7874233 8.8578131 9.9679960 TCGA-F2-7273 54 1 592 360 pancreas stage iib t3 n1 m0 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r1 3 black or african american not hispanic or latino 195.45.0 1 2 NA NA 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.60617310 0.09017595 5.51649113 -0.32481637 8.84093398 14.55982102 5.66765658 1.41213115 6.58208024 7.58408234 10.60494095 5.23997461 11.50939706 11.43803096 11.78284239 9.50649662 8.81984762 9.35935359 12.95000432 3.97286724 10.99692960 1.09024371 11.19744395 10.09479846 10.49137312 4.91040648 5.73408364 13.50596866 NA 9.69848173 3.89757927 9.31603688 5.89112751 9.87527063 9.44171834 8.05456796 -0.90968853 7.74843842 1.41213115 6.09585060 10.65865806 15.87638802 7.55170672 4.21950930 10.24029143 10.16302945 11.33904394 14.85459314 8.69199784 1.41213115 6.12914492 7.51142930 14.30916846 8.01057957 10.59901209 2.67518363 9.91756960 -0.90968853 7.67894163 9.48361729 9.95247685 NA 5.44777754 8.29112556 3.54965685 9.08528735 3.64481382 10.34111748 1.54966917 7.81303464 9.01206774 10.30879009 10.31513303 8.21305512 10.07215083 3.41215825 12.13085911 8.34761473 5.00909183 13.10764429 9.92469791 5.62938577 8.41651044 10.89758185 5.45654991 5.68268284 -1.90995958 9.27448229 9.80661761 9.03859421 7.56190194 10.00871755 7.91994962 14.53974636 11.36664214 10.07464538 10.46145898 11.91816497 10.70585655 8.37215681 6.94509497 3.54965685 11.18381282 10.53911751 9.41283677 0.09017595 15.13783012 11.37288100 11.18010931 10.75537625 11.23838569 11.05853371 9.06177053 9.11813283 4.66008434 8.30575990 12.37114262 10.66434737 NA 5.81814755 7.19351452 12.95373565 10.70861240 13.33466507 9.16904484 6.51229169 10.21822126 4.51766624 7.52276904 10.95564896 11.49868932 11.94976169 7.24020269 9.59802160 9.76750616 3.97286724 4.56596268 11.79174994 3.04442909 0.67518363 11.43438407 12.97806627 1.26014613 9.52797893 6.55334207 10.00161888 6.82831931 8.57101727 9.26577653 11.81431437 9.08670045 9.75600699 0.09017595 7.07891186 9.73001985 8.60395453 10.50147308 -1.61131449 11.60949458 10.98996146 10.62647409 6.00908959 8.22079765 6.60986279 0.02328600 0.02328600 0.02328600 0.00000000 -0.00567570 -0.00567570 -0.00098362 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10.963286 10.860891 10.710218 8.231056 10.916179 9.812181 10.888529 13.938825 10.691998 9.106339 8.241243 4.412158 13.107644 12.976162 4.239971 5.319047 10.143813 -1.909960 11.408063 11.379958 9.725945 10.941000 8.077491 10.205271 11.890823 10.408205 12.644636 4.818145 -1.909960 10.229139 12.806082 11.574506 11.015004 9.896776 10.519895 10.316067 11.70102106 10.60049659 11.67987806 11.76794652 2.84510863 5.16704074 11.50939706 9.87199638 8.99335565 10.07357685 10.64097369 6.93571668 7.26764628 9.11675046 9.35349599 7.92627702 12.69135929 5.93169724 7.49961791 9.41384474 8.84845018 9.56139411 8.84594913 9.05022877 10.85944487 10.78284239 10.48656405 8.23615917 8.34170917 13.55808714 9.64960396 8.05601119 10.28097753 11.83042928 4.81814499 9.21113220 11.21660874 11.02760070 8.95131386 1.41213115 11.01652292 9.58658143 10.26421633 6.43452315 13.16758507 8.12227255 12.51806349 10.55017075 8.83337842 5.79066779 7.24486804 9.35642776 9.66150556 6.38024632 9.24725798 10.59529413 4.93571903 11.69013975 6.14007513 9.62306977 10.31362532 9.95789168 8.74486276 4.79247017 1.41213115 NA NA 8.44447617 10.96328648 8.23105650 -0.90968853 6.69755700 6.90400834 10.07250754 8.42114376 10.36373113 9.62841583 -0.32481637 12.44102799 4.64481382 10.27819749 2.89758895 10.88852858 10.63108145 9.53472425 10.48629645 10.69199767 -0.32481637 10.97439738 10.64025217 11.50913361 8.34761473 9.86542568 5.05601119 4.37563029 13.36635130 11.12296145 11.03987124 11.66026639 9.93532478 10.62574528 9.87649653 10.56215607 10.35935359 11.38843270 -1.90995958 9.59256150 6.11813335 -1.90995958 NA 6.75556327 10.46145898 11.63868759 12.45706134 11.43202366 1.79064694 11.79704663 10.94099976 8.07749083 8.75378502 12.25348346 10.00012003 9.25135885 8.84344374 12.54156682 11.68245031 9.71410846 10.48656405 8.18430460 8.30575990 3.33815339 12.37114262 10.22625672 12.30894147 11.18628314 12.64463587 11.02796853 11.08298826 10.37534011 10.95564896 11.20380631 9.62938577 9.56494685 9.55068273 10.65604304 -0.90968853 11.19842460 10.24314541 9.44942746 3.21950930 2.33662617 10.00983519 8.03612415 0.09017595 10.94704148 9.66650807 10.42002325 1.54966917 10.07997618 8.64917353 9.89677650 1.54966917 8.25889905 7.42784917 11.59479765 11.32459529 6.49110591 9.85675574 9.89597070 TCGA-F2-7276 64 1 216 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r0 9 white not hispanic or latino 195.45.0 1 2 NA NA 3 1 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.602005834 1.006764782 7.062031022 NA 9.148855319 13.786809588 6.381786913 3.421788819 6.720993889 7.995433074 10.492242271 5.752703105 11.372523985 11.553279520 11.726707520 9.707765998 8.738067257 9.643977010 12.575417024 4.707187931 11.401925438 0.006764782 11.038564375 8.778237822 10.451418124 4.122225431 4.761636329 14.554646998 0.006764782 9.988791181 3.328678517 9.446925307 5.122225431 9.876599209 9.631239274 8.067444041 -1.578197719 7.945347849 1.881233900 6.905601212 10.092442145 15.411413167 7.858497661 4.814104319 10.138605233 10.399781204 10.336171008 15.028783758 9.088897397 -1.578197719 5.897518771 7.446510168 13.829186391 8.232357606 10.429864272 2.006764782 10.217013762 NA 5.921631508 9.355476418 9.250715768 0.006764782 4.254677180 8.325667489 4.006746832 8.979249403 1.006764782 10.425303721 -0.578197719 7.848050756 9.141174750 10.161566390 9.292920906 8.646993163 9.738067426 5.316601944 12.277043656 8.712956478 5.254677180 11.392790408 10.080443684 4.725566670 8.115046252 10.736935359 7.404779680 2.229126433 -1.578197719 9.367229734 9.767745493 9.224302245 7.943386310 9.715832125 7.824797761 14.080053116 11.229140736 9.828522262 10.568354520 11.654056865 10.690327867 8.130869624 9.825863044 4.779338525 11.538454695 10.511567364 9.618480210 0.421802281 13.760591845 11.510574054 11.047983069 10.891974430 11.089784401 11.298302787 8.784825557 9.114401384 4.831178013 7.993538508 12.414989596 9.817855375 NA 3.976372801 7.482482079 12.569706206 10.631543777 13.311812559 9.282096883 7.083564424 10.364666865 4.444819437 7.779337869 10.989335528 12.113638387 12.003104123 7.438593936 9.475032987 9.742586326 4.725566670 4.669712790 11.614232793 4.279768422 1.743730376 12.114728181 12.781672626 0.421802281 9.710651826 6.507179382 10.161566390 7.090670330 8.391891851 9.224302245 11.751301902 9.335423183 9.794106824 0.421802281 6.872997392 9.830115539 8.571533094 10.360262757 NA 11.294268360 10.940684832 10.658099080 5.660189903 8.327172666 7.974454744 0.00485790 0.00159060 0.00159060 0.00000000 0.00208050 0.00208050 0.00097064 -0.00346270 0.00249690 0.01279500 0.01279500 0.01279500 -0.00249380 -0.00756240 -0.00193990 -0.00193990 -0.00339700 0.00083195 0.00083195 -0.01711600 -0.00536870 -0.00842370 0.00847430 3.65690000 -0.00376780 -0.00290910 0.00485790 0.00000000 0.00208050 0.00097064 0.00097064 0.00097064 -0.00027724 -0.00346270 -0.00346270 -0.00346270 0.00249690 0.01279500 -0.00249380 0.00249690 -0.00207920 0.00322550 -0.00083160 -0.00756240 -0.00193990 -0.00193990 -0.00193990 -0.00235530 0.00332990 0.00319100 -0.00041585 0.00083195 0.00083195 -0.01711600 -0.03272500 -0.00536870 0.00249690 -0.00470790 -0.00302740 -0.00302740 -0.01257600 -0.02108400 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.217217 10.692373 10.629410 10.161566 10.842536 9.509912 7.616543 6.014244 9.108286 10.085344 10.238769 10.550102 13.019722 11.550425 9.499937 8.743714 6.136031 11.734527 10.342883 9.723282 10.697212 11.271386 10.797368 10.870418 8.312050 10.635801 9.110910 10.629386 14.095095 10.512560 9.568991 8.384682 3.945346 11.392790 12.538292 4.375985 5.752703 10.305575 -1.578198 11.105219 11.406204 9.517183 10.761914 8.361365 10.264922 11.485518 10.522777 12.561577 3.591715 -1.578198 10.958519 12.891300 11.598201 10.906151 10.083564 10.225110 10.095863 11.778375373 10.692373143 11.694124007 11.609911029 2.229126433 5.364299275 11.372523985 9.655405499 9.099505354 10.161566390 10.615311179 7.361364826 7.723282091 8.983073691 9.363567098 7.532921592 12.535283834 6.173129433 7.768299471 9.149706226 8.809803171 9.803869408 9.108286340 8.992590292 10.783181359 10.770514000 9.936499846 8.570262543 8.792473094 13.386893699 9.700815949 8.045667391 10.238769428 11.754661562 3.591715316 8.558187261 11.217013823 11.030040683 9.026339186 2.945345507 10.925363131 9.857456057 10.365033268 6.921631508 13.280495382 8.104780619 12.293498606 10.512229159 8.932549914 6.136031388 7.619862682 10.137318948 10.342882929 5.779338525 9.343091310 10.488547745 6.304428902 12.384501118 6.455208840 9.286745796 10.213762702 10.280543911 8.428813221 6.596711567 -1.578197719 NA NA 8.907615067 11.271386397 8.312050216 0.006764782 6.925611405 7.346597943 10.115272850 8.292150432 9.506594207 9.813029351 NA 12.329427630 5.241965995 10.199862974 3.176673828 10.629385947 10.478423513 9.694998730 10.320009275 10.512559843 0.743730376 10.714682554 10.539753509 11.884671482 8.712956478 10.156918738 4.864730922 4.591709333 13.329568440 10.742868383 11.978291888 11.915367363 10.646691904 10.540402502 10.683586985 10.615619155 10.424952312 11.283066643 1.006764782 8.620230824 5.953167442 -1.578197719 NA 7.803329086 10.568354520 11.716980780 12.187560915 11.071940076 0.421802281 11.087343827 10.761914104 8.361365264 8.825862885 12.311955085 10.030502720 9.423897675 8.933538412 11.629562809 11.768438056 9.888881881 10.636712068 7.238769666 7.993538508 5.498601923 12.414989596 10.024948483 12.446319538 11.116361377 12.561576980 10.821597819 10.875570904 11.422138003 10.989335528 11.267275885 9.430914558 9.513221281 9.336170896 10.619309742 1.421802281 11.031657098 10.297151285 9.387570196 7.435806087 4.065641239 9.468909703 8.040593299 1.006764782 11.611919148 9.645292939 10.462418019 1.881233900 10.088453691 8.474231598 10.083563892 NA 7.571532715 7.757175965 11.637622155 11.329803120 6.848050756 9.228335547 9.742022216 TCGA-F2-A44G 79 1 233 153 pancreas stage iib t3 n1 m0 26-3-2015 female 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r1 3 white not hispanic or latino 284.43.0 1 4 2 2 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1.317729e-06 4.50802e-07 9.2997639 1.9497590 4.6018510 NA 6.6262332 14.6833321 7.8635160 NA 8.0761074 8.2483256 9.9441253 3.7273759 11.1448805 11.0246207 11.2195665 9.8998070 8.1868110 9.5987714 11.5185424 4.3123384 11.6676932 2.7273759 11.6747730 7.8906096 10.3778330 1.9497590 3.7862722 10.8956338 -0.8575212 9.3135939 4.2717021 9.0834647 1.9497590 9.1772160 7.5812089 8.4507560 -0.8575212 7.8148426 1.1424134 3.3903513 8.7084711 15.1356872 8.0672294 5.1424175 9.7672125 10.9485638 10.9513813 14.0368559 8.3615855 NA 1.7273977 8.5011342 13.3576467 7.5728700 9.8643706 1.4643546 10.6008236 -0.8575212 8.3808216 8.9139066 8.6442543 -0.8575212 1.4643546 7.3322416 1.1424134 8.6679379 5.3123421 10.6979648 1.1424134 5.7862722 9.8947978 9.0066032 8.2535525 8.6100227 12.1698047 4.2717021 12.0283040 8.6541699 5.4999702 14.6520684 10.1239843 7.0432843 7.2820709 10.2358346 9.7970530 2.6018391 NA 9.3334763 9.5021667 7.0966129 7.8973046 9.7961577 5.3712347 14.5508131 9.2058121 10.6227024 10.1232707 11.4252159 9.7880755 8.0995193 6.8077529 5.0966119 10.6797665 10.1915849 9.6854489 NA 11.0342007 11.8794531 10.3727137 10.5687605 11.3561288 11.1388905 8.6541699 8.8024130 4.6659782 10.0672296 12.9583006 10.1009698 0.1424788 2.4643546 6.4461983 12.4702503 11.1912444 13.0767529 7.4911452 6.4911444 8.9352072 7.1088360 7.2972354 9.0907844 9.6312615 11.3003955 5.8289184 9.2934335 9.7916733 4.4278207 1.4643546 11.7005985 3.2298801 -0.8575212 10.1211275 12.5367458 2.1424134 9.5997979 7.8268503 9.2600602 5.4092042 8.0878611 9.2364948 11.5231486 8.7988418 10.3285313 3.4643415 7.3322416 9.6482287 7.8771264 10.1529452 NA 10.4243471 11.1350014 10.9737243 4.7862722 7.7046597 6.2819690 0.00160850 0.00160850 0.00160850 0.00138680 -0.00263220 -0.00263220 -0.00166290 -0.00691950 0.02258500 0.00402430 0.00402430 0.02062300 -0.34125000 0.01265500 0.01265500 0.00376840 0.03256300 0.02174400 0.02174400 0.22746000 -0.41847000 0.01251600 0.00485790 -0.01780300 -0.02342900 0.00832350 0.00160850 -0.01294100 -0.00263220 -0.00373950 -0.00373950 -0.01564400 -0.00575680 -0.00691950 -0.00691950 -0.00163240 -0.01544200 -0.37234000 -0.67315000 -0.33191000 0.00569190 -0.00048465 -0.00424690 0.01265500 0.01265500 0.00376840 -0.00857660 -0.00553750 0.00791750 0.02960600 0.00000000 -0.33063000 0.02174400 -0.34366000 -0.62817000 0.01740400 0.01251600 0.00597000 -0.08027500 -0.08027500 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9.0937017 10.1888589 12.8314322 3.6018510 -0.8575212 12.2122024 12.9121516 11.0087378 10.7223646 10.5967163 10.3022884 8.8779899 10.7617200 10.8117451 11.8758561 12.3936035 -0.8575212 2.1424134 11.1448805 9.4197045 8.9384566 10.6984441 10.7245590 4.0003967 8.0432838 8.6201755 8.7626368 6.5853607 11.5507468 8.4068598 7.4507560 7.1592255 8.4643452 10.3494314 9.4138801 9.7311316 9.4811534 11.0812615 10.1196970 8.4208664 7.9594004 12.9998149 9.7934687 8.5109236 9.8227765 10.7717737 1.1424134 9.7068047 11.3533927 10.5217954 8.5539280 0.7273542 11.4115437 10.1592254 10.6526867 8.2717002 14.5818259 6.6181505 13.5771756 10.1633970 9.0568022 -0.8575212 7.9781201 8.9689657 9.1620078 5.6018480 9.2468717 9.6302571 6.8703376 10.7437236 6.6970065 8.7790417 10.6615619 9.9097739 8.5496850 8.3098351 6.7273800 0.1424788 0.7273542 9.3085802 11.2813288 8.6161228 0.1424788 6.6422626 4.9497730 8.7367415 6.6659797 8.4755725 10.5962021 3.9497684 12.1094631 -0.8575212 9.8703374 1.4643546 10.7170863 11.0223831 7.7790417 10.3760367 11.4541654 0.7273542 12.2784469 10.6397699 11.4301294 8.6541699 9.5634299 5.8703376 3.0492997 13.5245682 9.8332881 10.9594007 11.2554168 11.1871527 9.5358074 7.1976993 10.9641910 9.6161228 11.1494443 1.4643546 5.6659782 4.2298801 0.1424788 0.1424788 8.3784314 10.1232707 10.9847674 10.7690889 10.6407677 NA 9.5010683 11.5692059 8.2947021 8.7662987 12.4598297 10.2908936 10.1758401 7.8324147 11.0541835 11.2851623 9.2219017 9.4266627 5.6970065 10.0672296 2.1424134 12.9583006 10.2658918 11.8084191 10.7957100 12.8314322 9.5987714 11.1303916 7.4778076 9.0907844 11.4646269 8.7571269 10.2192327 8.8771267 9.7017942 NA 10.4783656 10.9996205 11.1720493 1.4643546 1.1424134 9.2391321 8.0706099 3.7273759 10.9772831 11.4997079 9.3198365 NA 8.9172041 8.8565080 10.5967163 NA 7.3272921 7.6262325 11.7810792 10.4944605 5.2509426 8.2192324 9.8964694 TCGA-F2-A44H 65 0 NA 586 pancreas stage iia t3 n0 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not 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8.2331158 8.2753954 NA 8.0564708 NA 5.5879170 9.5059493 16.0241696 8.4284397 4.9165387 9.9738305 9.8216492 12.0012508 14.6363732 9.0008572 0.1616942 4.9690077 7.2124818 13.9175840 7.4835812 9.6674648 2.9690123 10.0640284 NA 3.9690123 8.1503378 8.9786370 NA 3.6210907 8.0564708 3.4835836 8.6414337 5.7763620 9.7124001 NA 8.0381700 9.0473497 9.7124001 9.7910098 8.5752813 10.1446469 5.8620918 12.0507769 8.4143186 4.8055092 14.0623314 9.8073118 5.6852141 7.2720587 10.0055743 6.5192053 3.4835836 NA 9.1923204 9.3588701 7.9690083 8.0625200 9.5496705 5.5192053 14.5226375 10.5571874 10.6077027 9.6714282 11.6659757 10.2675618 8.5453576 6.3904717 5.0196352 10.9859597 10.3215246 9.6454691 NA 15.6769219 12.1303201 10.7654928 10.3130251 10.9198765 11.4095808 9.0745426 8.5279754 5.2491153 9.4539749 12.6509995 9.6988717 NA 2.4835707 6.6373871 12.2695242 10.8818975 13.2933495 7.9818321 7.3514782 9.3164714 6.5539702 7.4925703 10.1446469 10.7503679 11.5279755 5.3711058 9.2596854 9.4835814 3.6210907 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10.564772 9.983427 9.989790 9.047289 11.1819388 10.5657304 12.0381702 12.5810868 3.1616459 3.4835836 11.1784616 9.2909363 8.7873623 10.6045968 10.6128644 6.7008114 6.7162419 8.6210848 9.0071434 6.6852155 12.5539707 7.0564708 7.3514782 6.8758992 8.6852152 9.6373867 8.7466158 9.0503964 10.7075830 11.1187553 10.2753954 7.8198649 8.3662243 13.1238263 10.0040036 8.7615662 9.8758988 11.2682162 1.1616297 8.4464543 11.0662879 10.3600983 8.7503680 2.1616620 11.3120352 9.8707371 10.5410316 7.3808221 12.0481119 7.2491163 12.4605750 10.0879493 8.1331967 5.8340791 7.2545156 9.9673972 10.4914496 5.4095810 8.8660756 10.1129380 4.5539687 10.8393729 6.2491153 8.9528161 10.3490054 9.8707371 8.5582581 6.8198649 1.1616297 NA NA 8.6575082 11.5065040 7.0196341 0.1616942 6.1616539 4.2491191 9.6004452 7.9882018 9.5366927 8.3265603 NA 11.9564752 3.6210907 10.1129380 3.1616459 10.4816978 11.5437368 9.1503380 10.1742778 10.6210849 NA 11.5214028 10.9462881 10.9064871 8.4143186 9.7104752 5.8055092 6.3711058 13.5052554 10.1672778 10.4790659 11.3514778 11.1721814 9.7390820 7.0071428 10.7456762 10.1114800 10.6118335 1.1616297 7.1728805 4.9165387 NA NA 7.6292590 9.6714282 11.0079272 11.4642065 10.6097695 2.1616620 9.9929606 11.1595384 8.0564708 8.8586207 12.7454412 9.6231327 9.9347925 8.1672776 11.2257224 11.2270694 9.5858196 10.1173032 5.3315798 9.4539749 4.2491191 12.6509995 10.3637771 11.8620930 10.3674465 12.3517866 10.4654340 11.1623575 8.7910098 10.1446469 11.5689210 9.4948086 10.4072059 9.4166819 10.2101402 NA 10.7643521 10.6624952 10.0458238 2.1616620 7.0558648 8.9818321 8.3161168 NA 10.7855348 10.7448865 9.6474825 0.1616942 9.5103814 8.3114005 9.9834273 NA 8.0134025 7.2169359 11.4785005 10.9031202 6.3904717 8.5235968 10.0134022 TCGA-F2-A7TX 77 1 95 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r1 7 white NA 392.30.0 3 3 NA NA 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 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8.7819940 -1.1850805 5.0435851 8.3128589 13.1783550 8.4368194 9.9790461 1.3997180 11.0803828 -0.1852445 5.6851328 9.0897283 8.6743025 -0.1852445 3.9440526 8.2905014 2.9846987 8.2535596 4.0626916 10.5043290 -1.1850805 6.1456856 9.3874679 9.1854550 8.9363014 8.7306471 9.7689640 4.7455063 12.4233691 9.6043014 7.1898068 13.1053626 10.1501582 1.9846987 7.2291995 10.5998114 10.9485522 2.8147760 -1.1850805 9.7891823 9.5281542 7.2823731 8.1366959 10.1383855 6.1456856 14.8652116 9.9239454 11.2307735 9.8680149 11.5130383 11.3824862 8.2049369 9.8077061 7.1723195 10.9660063 10.0715661 9.2619750 2.3997180 13.7997647 11.9785747 10.4234938 10.8722654 11.4160743 11.7501170 8.6958818 8.7558153 4.7689624 8.5994026 12.6579036 10.3131184 NA 2.9846987 7.7602116 12.2756076 11.3719921 13.0931446 7.2618514 5.3539266 9.5969469 7.6723136 8.0768626 10.1656517 10.2103019 10.4541084 7.3185934 8.9375957 10.0797966 3.7216570 2.6221338 12.0677288 2.2742020 1.1367164 9.9971621 11.8569401 5.3225627 9.7171429 6.4733356 10.3645524 5.5696551 8.8245964 9.6205116 11.3580413 9.0363550 10.4774361 -0.1852445 8.3997304 9.8625734 8.3166051 10.3722315 NA 10.6156676 11.6020582 10.3210753 4.5696551 8.3865204 6.5358663 -0.00664320 -0.00664320 -0.00664320 -0.00539920 -0.03871400 1.07740000 -0.00691950 -0.02060000 0.15876000 0.50707000 0.50707000 0.51211000 -0.02037200 0.33076000 0.33076000 0.33076000 0.33914000 -0.20074000 -0.02042500 -0.19174000 -0.17411000 0.34762000 0.00055459 0.07311500 0.07311500 -0.01574100 -0.00664320 -0.00387790 -0.03871400 -0.00940460 -0.01340200 -0.01009400 0.13309000 -0.01849000 -0.02060000 -0.02060000 0.15876000 -0.02450500 -0.02037200 -0.01809100 0.15681000 0.15681000 0.15054000 0.33076000 0.33076000 0.33076000 0.33076000 -0.01505400 0.14563000 0.33914000 0.04315700 -0.20074000 -0.02042500 -0.19174000 -0.19174000 -0.17411000 0.34762000 -0.17765000 -0.00484610 -0.00484610 0.07311500 0.07311500 0.157 0.157 0.151 0.151 0.331 0.331 0.000 0.146 0.339 0.000 0.000 -0.180 0.000 -0.192 -0.192 0.174 0.348 0.000 0.000 0.000 0.000 -0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.159 0.159 0.000 0.507 0.000 0.000 0.000 0.000 0.157 0.157 0.151 0.151 0.331 0.331 0.000 0.146 0.339 0.000 0.000 -0.180 0.000 -0.192 -0.192 0.174 0.348 0.000 0.000 0.000 0.000 -0.178 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.133 0.133 0.000 0.000 0.159 0.159 0.000 0.507 0.000 0.000 0.000 0.000 9.488960 10.876139 9.713369 11.320083 9.871406 9.208158 7.395968 8.185455 9.579639 9.768964 9.671193 10.102480 12.639622 12.139933 9.578810 8.102480 5.043585 10.932086 9.528154 10.301603 13.530551 11.022392 12.068320 11.339065 8.852315 10.920676 8.581297 10.746443 13.309061 10.914444 9.003357 6.306621 1.984699 13.105363 11.552860 3.458618 2.399718 10.666517 NA 10.676630 10.634548 8.605931 12.377368 7.894253 10.248353 10.680501 10.548207 12.563275 7.497762 -1.185080 11.898579 13.115549 11.556237 10.962030 10.929161 10.795264 9.340621 10.8115943 10.8761390 11.9398583 11.9997980 -0.1852445 2.7216570 10.6508181 9.8475023 9.1832741 11.3200831 10.1501582 7.0483877 7.0290873 9.4711925 9.0095247 7.5290135 11.9337088 9.3759506 7.1723195 8.1411972 8.5961275 10.7358648 9.5796393 9.0873976 10.1568424 11.6339489 10.2368326 7.8727592 7.1001703 13.3967921 10.3640712 8.2884735 9.6711932 9.9600631 -1.1850805 8.6291420 11.5798466 10.4689562 9.0339364 2.2742020 11.2473097 9.8536868 10.8084138 8.5862573 14.5881903 7.7395801 12.7712347 10.0070605 8.8119472 5.0435851 7.8796182 9.9213307 9.5281542 4.4294754 9.5531556 9.8530009 7.2156475 10.9959200 9.7358648 9.1366959 10.3817731 9.8550575 8.7877475 9.9440508 5.1898087 1.3997180 NA 9.4193210 11.0223922 8.8523148 -1.1850805 6.8371359 6.4441237 8.8259951 7.6943509 8.2262788 10.3096233 NA 12.6012416 4.0242221 10.2193772 2.7216570 10.7464434 10.9840664 8.7469825 10.5932556 10.9144443 -1.1850805 12.8489649 10.1821825 11.4121220 9.6043014 10.0519777 6.4368198 2.2742020 13.9097114 10.0603205 10.4572708 11.1404218 11.2352544 9.9395353 6.3066213 11.1056506 10.2033233 11.5266498 NA 5.9846919 4.6221221 NA 7.7543471 5.6221221 9.8680149 11.3741449 9.8873358 10.4225604 NA 10.1338753 12.3773679 7.8942527 8.7863115 12.9594260 10.1036339 9.1952287 6.9440502 11.2006301 11.9557572 9.6309514 10.2097662 6.6221221 8.5994026 -1.1850805 12.6579036 10.6633907 12.9187112 10.5541264 12.5632751 10.6010374 10.7627699 9.5358669 10.1656517 11.3242953 8.2597828 10.3731885 8.8741121 10.3635897 -1.1850805 10.7295266 10.3548957 9.9946769 3.5696612 1.8147555 8.8412910 9.0326891 3.9846896 10.7938356 10.7327961 10.0856471 2.6221338 8.9809307 8.9430199 10.9291608 NA 7.0768626 7.9101648 11.9314366 10.7895408 6.7095857 8.4459447 10.2741993 TCGA-F2-A8YN 76 0 NA 517 pancreas stage iia t3 n0 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 60 NA r1 0 white not hispanic or latino 390.32.0 2 3 1 7 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 5 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.328999e-06 1.074989e-06 9.73181150 1.04271437 6.46895144 NA 6.86286668 14.13441174 6.86286668 NA 7.88503740 7.46475157 10.49544314 5.40024075 10.74139182 11.51316042 11.15773074 9.45207812 10.12483615 8.92073812 10.90338615 1.36462846 11.57260564 1.62765353 11.75779113 7.48977010 9.28467028 10.12550142 2.21260046 11.24450471 NA 8.27390840 4.97342301 9.08160620 2.74312715 9.14859555 8.91150974 7.07059327 NA 8.43070427 1.62765353 4.13014837 8.18709024 15.28901949 8.17711352 6.40023904 8.85004209 10.63747820 12.32389271 14.33313802 8.88503740 NA 2.36462846 8.79936031 14.51747043 8.19243436 9.15121168 3.21261603 10.76035927 NA 8.94506219 8.55443959 8.90377402 0.04264434 0.04264434 8.02568054 0.62760684 8.23497977 2.74312715 10.33845606 1.62765353 6.96155040 8.95707214 7.61633417 8.15121142 9.01423058 13.05269063 5.83710311 11.73595624 8.81912017 5.17197137 15.41441272 9.95707229 5.32808965 7.38013028 10.14794084 9.69553211 1.36462846 NA 9.32693277 9.57698991 6.18223940 8.76720091 10.26789460 4.59727491 15.03163802 10.08571437 10.72962525 9.81665042 12.06175656 10.32808932 7.57406820 7.70089881 5.71511362 10.77008860 10.27929926 9.80198442 NA 10.53904159 11.75220178 10.95483920 10.24819325 11.27959822 10.95595055 8.98079650 8.20003395 5.79757334 9.47313972 12.86306555 10.09049263 NA 4.17196737 5.99688357 12.59295293 11.40490493 13.16470620 7.25214029 4.50212052 9.18989200 6.17485180 7.30947363 9.18232805 9.89209226 11.97637778 5.43500511 10.20444888 8.88346503 6.74312715 1.04271437 11.96173665 5.87557613 -0.95735566 10.27450826 11.96879774 3.90066397 9.74485973 7.31881121 8.61064323 3.56625501 8.23990398 9.95332985 11.56453289 9.13544432 9.85646833 0.62760684 7.23251207 9.36799259 7.18223840 10.89404575 NA 10.95183014 11.66153139 10.53253506 4.50212052 7.81747425 6.44356687 0.01796300 0.01796300 0.01796300 -0.01165900 0.00000000 0.00000000 0.03228100 0.01670500 0.00700560 -0.61959000 -0.61959000 0.03088100 -0.60786000 -0.59468000 0.58775000 0.60485000 -0.43268000 -0.56992000 -0.56992000 -0.61181000 0.08941600 0.05508800 0.03411300 -0.13169000 -0.13169000 0.01796300 0.01796300 -0.01165900 0.00000000 -0.00027724 -0.00650500 -0.01546300 -0.00290910 -0.61873000 -0.60700000 -0.62789000 0.00700560 -0.61959000 -0.60786000 0.01740400 0.01419900 0.02426800 0.01112100 -0.59468000 -0.59517000 -0.58166000 -0.57940000 -0.00648540 0.01572700 -0.09247800 0.02623200 -0.56992000 -0.58213000 0.03467700 -0.61409000 -0.54744000 0.05508800 -0.58225000 -0.59468000 -0.59468000 -0.13169000 -0.13169000 0.000 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 -0.433 0.000 0.000 -0.582 -0.582 0.000 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 -0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.620 0.000 -0.608 0.000 -0.132 -0.132 0.000 0.000 0.000 0.000 -0.595 0.000 0.000 0.000 -0.433 0.000 0.000 -0.582 -0.582 0.000 -0.612 0.000 0.000 0.000 0.000 0.000 0.000 -0.582 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.620 0.000 -0.608 0.000 -0.132 -0.132 9.4456992 11.4549923 10.1248361 10.9555765 10.6811230 9.5544398 10.0163845 5.5972749 9.6481666 9.7239256 9.9822663 9.8330355 13.2799964 12.3388864 9.0636671 7.0816059 2.5021269 10.6058834 9.7256817 10.1081032 13.4388644 12.0834905 10.6168076 10.3047820 8.8174742 9.4731397 9.5113111 10.2573401 12.9502350 10.4029855 8.8612693 5.5972749 3.1301566 15.4144127 11.2787013 -0.9573557 1.3646285 10.3544354 NA 10.3875378 10.2576133 8.4668534 11.1655151 7.9037740 9.9427992 8.4499550 10.9356094 12.8356807 4.0870809 NA 11.8090090 12.8616687 11.3103077 10.2468058 10.8862156 9.8508469 9.3013592 10.83629042 11.45499230 12.30375361 11.83791506 3.36461445 0.04264434 10.74139182 8.50621156 8.11146539 10.95557646 10.74095766 6.13015043 6.79757464 8.65739706 8.64445803 7.27150598 10.66015460 7.90968791 6.89443582 7.75693254 9.32577541 10.08159928 9.64816665 9.55641466 9.12616652 10.40955567 9.39141524 7.66107261 7.82404671 12.71157210 9.88974442 8.57016424 9.98226634 11.03668691 0.04264434 8.75132278 10.78373272 10.23621252 9.21135929 1.62765353 11.23374633 10.01423072 9.72480390 7.47313992 13.33263394 7.53052729 12.69844143 10.08776421 8.30947363 2.50212689 7.18351728 10.69508401 9.72568169 6.11950351 8.31515364 9.61728067 7.75004636 9.97932501 7.68654325 9.02995113 10.43446769 9.61134632 8.26188007 6.14071936 2.21260046 2.21260046 -0.95735566 9.53353804 12.08349053 8.81747425 NA 7.19243387 4.46895469 8.46264746 7.54253279 6.75004636 11.27300785 -0.95735566 12.26200691 1.04271437 9.02425429 0.04264434 10.25734011 10.73181150 8.56624892 10.31531692 10.40298549 NA 11.70513297 10.22570211 10.89013604 8.81912017 9.30478207 6.90687376 5.71511362 13.11297581 9.89131012 9.78246770 11.15497673 10.69777052 9.36348760 6.22259593 11.35102617 10.07473287 10.91305185 0.62760684 6.62011570 4.43500178 NA NA 8.25457562 9.81665042 10.37696037 10.90050096 10.72480390 -0.95735566 9.73704500 11.16551511 7.90377402 9.06505498 12.63081613 9.35557002 8.34418315 7.80091025 11.00196462 10.73486667 9.66199003 10.31415009 6.91305215 9.47313972 4.59727491 12.86306555 10.54053899 12.60206419 10.54502170 12.83568070 9.28228573 10.62388771 8.35783656 9.18232805 11.08708123 8.70802303 10.16745465 9.04409544 10.25882664 NA 10.57650353 10.34931850 10.42962737 -0.95735566 -0.95735566 9.30830217 9.46137262 0.04264434 9.68293210 11.39118015 9.66107261 1.04271437 9.96898309 8.33187626 10.88621563 1.85003928 7.65739706 7.41337491 11.75263249 10.54551890 6.06505525 8.28109175 9.18607040 TCGA-FB-A4P5 69 1 179 4 pancreas stage iib t3 n1 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes 40 1968 r0 4 white not hispanic or latino 284.43.0 1 4 1 1 3 1 3 3 2 3 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387083e-06 3.120937e-07 9.8113631 1.8606450 6.9050560 0.5387368 8.5415485 14.2217751 7.0778924 4.6680170 7.2734432 8.3998205 10.1924742 7.1460635 10.9289024 10.7290828 11.1321245 9.5188730 7.6680163 9.6407091 13.0953592 5.3200947 11.3775434 2.5387368 10.1123806 9.0445449 10.0740088 5.1825890 5.5160120 12.0447930 -0.4613625 9.0778921 4.2936206 9.5174438 2.5387368 9.6782848 8.3936020 8.3873565 NA 8.4060119 NA 5.4456241 10.7011247 15.2574000 8.9137729 5.9649992 9.7048965 10.4672518 10.8935338 14.8603797 9.0971541 1.5387368 5.2111602 8.1384976 14.7762795 8.4871008 9.6420212 3.5387368 9.6248696 NA 6.7961214 9.4620609 8.6182181 2.5387368 4.3967144 7.7236091 4.3460917 8.7579020 0.5387368 9.8402295 1.5387368 8.0104084 9.2164529 9.7469677 8.9028680 8.6472580 10.8131115 3.7086618 12.0099005 8.4987351 4.8962864 13.2974771 9.8275995 5.8425138 7.5079762 10.6115359 7.2182135 3.9310495 NA 9.2287314 9.5316717 8.3102229 8.2217278 9.2217280 6.7384058 13.8380130 10.5817607 11.3869651 9.9406795 11.3846154 10.7149065 8.0894801 11.2160126 5.1236952 10.8935392 10.2589777 9.4259540 NA 11.6763650 11.8938092 10.9825939 10.3479549 10.2486788 11.3585133 8.9374771 8.7699545 5.2936206 8.8940844 12.3476976 9.4213765 NA 6.6155487 7.4090981 11.9950878 10.9465323 13.0405706 8.0856281 7.9094209 9.6859384 6.5721560 7.7961214 10.5167288 10.3044339 11.4380903 8.6524754 9.2546954 9.6922854 4.5831279 3.8606649 11.1612428 4.6261938 3.1236993 10.3716234 12.9170282 1.1236662 9.2632471 7.6999659 9.9017730 4.8606599 8.4152504 9.7285580 11.2670791 9.0817652 10.2768257 6.1825890 6.7481861 9.3982683 7.4516224 10.3928226 NA 11.0104086 11.3069177 10.1265109 3.9981684 8.0185134 7.8696500 0.00319760 0.00319760 0.00319760 -0.00188340 0.00139330 0.00139330 -0.00010422 -0.04806500 -0.00179480 -0.05001400 -0.05001400 -0.01312000 -0.02103500 0.00569850 0.00569850 0.00569850 -0.00110220 -0.02971400 -0.02971400 -0.00870810 0.00081925 -0.00172430 -0.00611350 0.01140700 -0.02153900 0.00319760 0.00319760 -0.00188340 0.00139330 -0.00010422 0.00083852 0.00083852 0.00378920 -0.04806500 -0.04806500 -0.04806500 -0.00179480 -0.05001400 -0.02103500 -0.02103500 0.00000000 0.00347530 0.00167080 0.00569850 0.00569850 0.00569850 0.00569850 -0.00649840 0.00264230 -0.00110220 -0.00350040 -0.02971400 -0.02971400 -0.00870810 -0.00870810 0.00081925 -0.00172430 0.00180960 -0.01036400 -0.01036400 0.01140700 0.01140700 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.772353 10.704269 10.005320 10.492202 10.598754 8.950244 8.193370 6.457596 9.744527 9.472424 9.632811 10.535207 12.840944 11.592659 8.740857 9.209390 5.123695 11.717087 9.926751 9.371623 11.258785 11.198729 10.942810 9.989945 8.214690 10.146988 8.046528 10.603274 13.104787 10.642677 9.759112 7.777138 4.346092 13.297477 11.366473 3.538737 6.077892 10.438845 1.538737 10.263247 11.038579 8.454613 11.343671 8.249540 10.472424 11.602466 10.330710 12.520301 6.718642 NA 10.647258 12.947992 11.107773 10.495175 10.315166 9.781907 8.363310 11.2525495 10.7042685 11.9454699 12.5367949 2.7086508 3.4456208 10.9289024 8.7984767 8.7579020 10.4922023 10.8995805 7.5217268 8.6208825 8.9691859 8.5666394 5.9816769 12.7158414 7.9891612 7.5499610 8.0622955 8.4546127 10.1690005 9.7445266 9.0365852 10.2776701 10.9428105 10.3936018 8.2802005 8.9607981 12.5803925 10.0836978 8.3936020 9.6328111 11.1726368 NA 8.5513022 11.0315880 10.3967144 8.6075116 3.2391689 10.3920429 9.9245958 10.1133269 8.0063390 13.2695219 7.2529785 11.7294840 10.0583697 8.9691859 5.1236952 7.1753579 9.4900181 9.9267507 5.1534446 9.0802366 10.8252911 6.9137726 12.2957066 7.4335512 8.8287522 10.0524610 9.9353382 7.8008281 6.0622944 4.2391765 -0.4613625 NA 9.5913015 11.1987293 8.2146902 1.5387368 6.3069184 8.4090981 9.4501254 7.4152499 8.3936020 9.7445266 NA 11.6505211 3.8606649 10.0914025 2.3460775 10.6032741 11.1812364 9.2409060 10.6248696 10.6426768 2.1236993 10.5366185 10.6680164 10.5059597 8.4987351 9.6314905 6.0778924 4.9649992 13.2407978 10.1888876 11.0706022 10.9909746 10.5541484 10.2606871 7.2252335 10.5513580 10.0185136 10.8735653 3.4456208 9.0063390 5.5611000 1.5387368 4.8241365 8.3967144 9.9406795 10.9744036 12.3091474 10.3225501 1.8606450 11.1767167 11.3436711 8.2495397 8.9396127 12.6098605 9.5885820 9.5131480 7.6367653 11.6088543 10.8419433 9.7322587 10.1293205 5.3200947 8.8940844 1.1236662 12.3476976 10.0435524 12.2875552 10.7711543 12.5203007 10.1236959 11.2054012 9.0285813 10.5167288 11.3254114 9.1218161 10.2067320 9.2357010 10.4160175 -0.4613625 10.2146904 10.9235171 9.4229039 10.4849087 5.8326192 8.8696503 9.0600393 4.0622944 10.6673722 11.3457300 9.1349232 3.9981684 9.5045177 8.4836505 10.3151664 -0.4613625 7.7186425 7.9396127 11.4594584 10.6821166 5.9481242 8.4900181 9.9396129 TCGA-FB-A4P6 54 0 NA 363 pancreas stage iib t3 n1 mx 26-3-2015 male 2012 NA pancreas-adenocarcinoma ductal type yes 25 1987 NA 1 white not hispanic or latino 284.43.0 NA 2 1 3 2 1 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 5 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.467708e-08 6.935415e-08 10.3017952 2.7680784 6.6060187 -0.5538497 8.2275076 13.4623469 7.4850669 NA 7.9459939 8.4176918 10.2159859 7.0827728 11.5510743 11.1600371 11.2135049 10.3295550 9.2159858 9.6592522 12.0004970 2.7680784 10.9711794 1.4461503 11.1880363 8.0534785 9.9901465 6.2143327 5.7499284 13.5629793 NA 10.2118485 4.6556037 9.2615313 4.3530409 9.5780050 8.6160731 8.2916381 NA 8.3857274 3.7680784 6.5122380 10.0055252 15.4745721 8.5441801 5.0311084 10.3180533 10.2535029 9.7315502 14.5099223 9.2947710 -0.5538497 5.1740668 7.4884644 13.8107615 8.2209350 10.4788825 3.0311128 9.2373108 0.4461503 9.0553266 9.0386052 9.4061499 2.6160753 3.7680784 7.9618479 3.9697123 8.6821621 3.3530409 10.1706619 0.4461503 8.4405013 8.6034951 9.3379318 9.1465878 8.1221053 11.6725602 1.7680784 11.6604671 8.3439936 5.2010339 14.3691505 9.3180533 5.2275062 8.1109155 10.6204496 5.6749662 4.7680784 -0.5538497 9.1892995 9.3915918 9.2027045 8.1326488 10.0755047 7.5546725 14.0948988 10.6266789 11.2060362 10.1655369 11.9576536 11.3996170 8.4262874 9.2631316 3.1465901 11.2629237 10.3545406 9.2027045 NA 12.6519413 11.3006269 11.3327858 10.2499885 11.2340506 11.4184099 9.3901279 8.1535069 5.7499284 10.2742845 11.9309709 10.5422043 NA 5.9055796 7.1185736 12.0820928 10.8255264 12.9690973 8.2599292 6.9539427 10.1867720 4.8061591 7.7815381 10.8182513 11.6964465 11.6893220 6.5336116 9.8080919 9.4754353 6.2663274 -0.5538497 11.5559787 3.6160753 2.0311128 10.7193608 12.6703005 1.7680784 9.7187779 6.7590306 9.5831392 6.2916385 8.0571730 9.3211294 11.5412153 9.1273864 9.4781938 1.0311128 6.2143327 9.4376699 8.2405638 10.7292364 -0.3029379 11.3934197 11.6075949 10.6210737 5.6940751 8.3500300 7.1535074 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.896328 10.647047 10.462956 9.825526 11.075960 9.598433 8.132649 5.533610 9.495996 9.832010 10.038605 10.597165 12.929082 12.692592 8.913753 7.745356 4.146590 11.233234 11.191822 9.279038 10.698068 11.016952 10.697039 10.914263 9.189300 10.503463 9.086393 10.310164 13.158245 10.175769 10.144853 7.279038 4.201038 14.369150 12.674365 4.969708 4.616075 10.078234 NA 11.093606 10.889610 9.008391 11.099441 7.969710 10.249472 10.487123 10.162968 12.693482 4.090007 NA 9.801499 12.711030 11.481834 10.857304 10.328027 10.387929 9.508154 11.3746664 10.6470466 11.9544380 12.4457958 3.0311128 4.8724151 11.5510743 9.6322622 8.7904440 9.8255263 10.7029464 6.9299638 7.9853069 9.0809590 9.0590164 7.5282970 12.8176524 6.0007369 7.6458205 9.4905421 8.6285425 9.7105907 9.4959965 9.0863929 10.0818662 10.3923232 10.2225811 7.9891799 7.6260572 12.7482157 10.1783154 8.2790380 10.0386050 10.8776456 1.4461503 8.0119356 11.0827726 10.8190131 8.9872447 2.4461503 11.1172467 9.9269382 10.3575400 7.1043597 13.2103976 8.6725601 12.6534675 10.2615313 8.6458205 4.1465901 7.6736193 10.7240166 11.1918224 8.7970873 8.9712380 10.1105953 8.3827861 11.9650470 6.0007369 9.4973569 10.0264066 9.6862596 8.4234282 5.8612979 3.4461503 NA NA 9.0064809 11.0169525 9.1892995 NA 6.1465880 5.5958945 9.3103342 9.0235770 10.4747448 9.3485232 NA 11.9004473 2.0311128 11.3919576 4.0311128 10.3101639 11.0069585 9.2502790 10.3901280 10.1757687 NA 11.5566314 10.8587179 12.0795974 8.3439936 9.4946348 6.5856987 3.8384678 12.8899981 10.6347369 10.1901409 11.2603580 10.0590165 10.0160036 5.8384652 10.9045546 10.5088688 11.0409391 NA 8.1638242 5.9055796 NA -0.5538497 7.4461479 10.1655369 11.3728147 11.8919958 11.0525532 4.6940779 11.2369038 11.0994410 7.9697100 8.6260572 12.3441825 9.6928887 8.8058976 9.5715615 11.4482598 11.1976921 9.5818574 10.2900691 6.4461487 10.2742845 4.1225319 11.9309709 9.7350140 11.9150266 11.1119281 12.6934822 10.0329878 10.8786899 10.5316205 10.8182513 11.3314631 8.7793034 10.1229866 9.4946348 10.4747448 NA 10.8486272 10.4262876 9.9349923 3.6160753 3.5336132 9.7070676 8.0839686 0.4461503 10.5435218 11.5784614 10.0954041 -0.5538497 9.3455050 8.4419718 10.3280267 1.4461503 7.7082431 7.7680764 11.6695465 11.0329878 6.9218814 8.3915920 10.2168119 TCGA-FB-A545 72 1 732 385 pancreas stage iib t3 n1 m0 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA NA 4 white not hispanic or latino 284.43.0 2 3 5 6 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1.317729e-06 1.733854e-07 9.5884735 1.1833277 7.0495807 NA 5.0902225 14.6003054 7.4931870 -0.4016348 9.0821852 8.2313647 9.7121117 3.2988049 11.1567902 11.3040063 10.8409482 9.0077603 9.2866199 9.4610069 7.9202975 2.4057201 11.7169862 0.5983652 11.9180417 5.0246344 10.8379681 10.8604644 0.5983652 11.2006045 NA 9.7327959 3.6858280 10.1355880 1.5983652 8.9820738 8.3599208 8.0329978 NA 8.4718138 NA 5.2988086 6.2988086 15.5154852 8.1061640 9.6427637 8.8837717 10.6413968 10.5583714 14.8179162 9.2313647 NA 3.6858280 9.0092873 14.0655930 8.1720169 9.9010085 3.0577968 9.3682074 NA 5.5983682 8.1297508 8.2422257 3.1833277 -0.4016348 7.8557574 1.1833277 8.2313647 0.5983652 10.5187224 -0.4016348 8.9992489 8.3398366 7.1982820 9.6454934 7.9021502 12.3532570 4.2988123 11.4575160 9.0578012 6.6095969 13.8816026 9.6684904 8.0781497 7.9031088 10.3381502 9.6123899 NA NA 9.3313848 9.5813631 6.8557568 7.3465625 10.2725618 5.3797284 14.7080370 9.3532571 10.6379741 9.8674962 10.9592166 10.0669936 8.2565809 7.0821852 6.9021508 11.0614085 10.0811774 9.8826152 NA 7.2637058 11.7726711 10.7865504 10.3625694 10.9421105 11.1596575 8.9202978 8.0119976 5.9734092 7.9515161 12.0580573 10.2268151 0.5983652 1.1833277 7.5408844 12.2471765 10.9169123 13.5177916 7.6372885 1.5983652 9.5927229 7.5302300 7.4871125 9.1278001 10.2313647 10.8797201 4.1219354 8.8486680 9.3143315 8.8391609 3.7682902 11.8958590 6.4810131 2.4057201 10.7838645 11.9914918 6.3126144 10.3100365 7.7457778 9.9123863 4.8837723 7.7881943 9.4764204 11.5386831 9.0413131 9.8698326 5.5052590 8.2458279 9.4532379 8.1061640 10.4161527 0.1344838 10.5777947 12.1524787 11.0852045 4.9906872 8.3228836 6.9734092 -0.0304040 -0.0304040 -0.0304040 0.3649300 -0.0109020 0.0000000 0.0011902 -0.0182160 0.4158800 0.4022700 0.4022700 0.4022700 -0.5078400 0.0098669 0.0098669 -0.0131270 -0.4692600 3.0389000 0.3273700 0.7387200 0.2794700 0.2794700 0.3664100 -0.0376260 -0.0376260 -0.0893630 -0.0304040 0.3649300 -0.0109020 0.0011902 0.0011902 0.0148880 -0.4556500 -0.5336800 -0.5310600 -0.5058800 0.3685500 0.4022700 -0.5078400 0.0873900 -0.4671700 -0.4671700 -0.4803900 0.0098669 -0.9215200 -0.0131270 -0.0756140 0.0047190 0.3928000 -0.4648300 0.3739700 -0.5629600 -0.5284900 -0.0671900 -0.5196500 0.2794700 0.2794700 -0.5262400 0.3361000 0.3361000 -0.0376260 -0.0376260 -0.467 -0.467 0.377 0.377 0.000 0.000 0.000 0.379 -0.465 -0.118 0.374 -0.236 0.327 0.000 -0.431 0.279 0.279 0.000 0.000 0.366 0.366 -0.526 0.336 0.365 0.365 0.000 0.000 0.000 0.000 -0.456 -0.456 -0.506 -0.506 0.416 0.416 0.402 0.402 -0.508 0.000 0.000 0.000 -0.467 -0.467 0.377 0.377 0.000 0.000 0.000 0.379 -0.465 -0.118 0.374 -0.236 0.327 0.000 -0.431 0.279 0.279 0.000 0.000 0.366 0.366 -0.526 0.336 0.365 0.365 0.000 0.000 0.000 0.000 -0.456 -0.456 -0.506 -0.506 0.416 0.416 0.402 0.402 -0.508 0.000 0.000 0.000 10.4233283 10.5834999 9.9304060 10.5379488 11.0557504 9.2204214 6.6644587 6.4185492 9.5955490 9.9526190 10.2240784 9.5997777 13.2407597 12.2236217 8.6937664 5.6427622 3.1833277 10.8247817 9.3143315 9.5554717 14.5165270 10.9409998 10.2628168 10.8843497 10.1041811 9.9157822 7.6751850 10.5464739 12.9266237 10.1926941 10.0710603 7.7682948 4.1219354 13.8816026 11.5213255 3.5052558 3.4057201 10.3499136 NA 10.3903463 9.9981815 8.3465625 11.2534530 8.1644238 10.2601477 6.6751850 9.7992682 13.0396279 3.5052558 -0.4016348 10.1111100 12.9989822 11.2497487 10.5914565 11.3809583 10.1120971 8.6961646 11.4555730 10.5834999 12.3619969 10.7179592 NA 1.9202933 11.1567902 8.4962151 7.7379206 10.5379488 10.9772062 4.7682955 5.9202981 8.7016572 8.3665539 6.8557568 12.1613274 7.8651561 7.8029409 7.3731566 8.4532381 10.0204343 9.5955490 9.9482037 9.0680113 10.8415435 10.1150544 8.1567905 8.0536968 12.4792922 10.5641538 8.1491166 10.2240784 10.6297262 1.9202933 9.0211913 10.7851028 10.5598192 9.3160459 2.7682902 10.9050009 10.3927854 11.0459694 8.9820738 14.5825209 8.2637053 12.7753218 10.5401508 8.6778542 3.1833277 7.3487751 8.9537207 9.3143315 5.6207360 9.2268697 9.1852092 7.6536519 12.1118504 8.2386144 9.1776854 10.4901532 9.7955863 8.1982825 8.9202978 NA NA NA 9.2583653 10.9409998 10.1041811 -0.4016348 6.2848694 3.9906826 8.8791403 8.9537207 8.0162222 10.4524587 0.5983652 12.2574735 3.1833277 9.3022731 1.5983652 10.5464739 11.6369457 8.7682945 10.0475182 10.1926941 NA 13.4492400 10.9359915 11.2796080 9.0578012 9.2918565 4.5525677 3.1833277 13.0668663 9.9581191 10.8750755 11.3644180 10.8211644 9.6221240 5.2988086 10.7049325 10.2195057 10.4177503 1.9202933 4.5983712 4.3532598 NA NA 6.7379206 9.8674962 11.1481542 9.9879686 10.4415055 -0.4016348 9.5612656 11.2534530 8.1644238 9.4687342 13.1226664 10.5030042 9.3398364 8.3532571 10.8023293 11.0199084 9.9657843 10.5641538 5.7881950 7.9515161 -0.4016348 12.0580573 9.8247817 12.6134361 10.7651603 13.0396279 9.8319892 11.9701462 10.1833320 9.1278001 11.9981815 8.5641537 10.7250740 8.7302266 9.5157416 NA 10.2112381 11.5489254 10.1160389 NA 1.3032255 9.6924473 8.8259373 2.4057201 9.9382195 11.5620315 9.1041812 -0.4016348 9.2778497 8.0897015 11.3809583 NA 6.1833317 7.2637058 11.9655112 10.2574735 6.7782782 8.3927854 10.3540917 TCGA-FB-A5VM 74 0 NA 449 pancreas stage ib t2 n0 m0 26-3-2015 male 2012 NA pancreas-adenocarcinoma ductal type yes 24 1953 r0 0 white not hispanic or latino 330.38.0 1 1 1 3 3 3 3 3 2 3 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184656e-06 9.01604e-07 9.93151435 0.06115406 6.09457179 NA 6.54496598 14.40402298 6.86850405 2.06115406 5.77539563 7.67217426 9.55500510 7.13261180 9.79416500 11.04444972 10.65500757 9.21470160 6.74765056 9.46309579 13.04636899 3.70500472 11.86285801 1.86848923 9.60707948 8.97104283 10.06326146 4.81603644 5.63100530 7.40099980 NA 7.06677377 1.06115406 9.83758268 1.64611656 8.88292361 8.07795808 8.13529116 NA 8.65173663 0.64607047 2.06115406 8.28756187 15.69811408 8.30432348 8.53688322 8.60418143 9.81101915 9.66384857 14.92555347 8.54898986 NA 4.73357669 8.76009750 14.83732564 10.02476832 8.87332691 2.76158314 11.40016453 NA 1.06115406 7.23607544 7.95293340 2.64611656 2.52057311 6.85556495 4.91913029 7.03842960 5.52058254 9.30907726 NA 7.56894414 9.00512963 8.39877148 9.21089680 8.30432348 10.58471160 6.74062944 12.40489059 8.85393984 7.68320167 12.69039243 10.41870164 2.76158314 5.21778907 9.99040808 9.91601812 2.23106370 2.38308216 9.28876551 9.76591791 7.98299072 8.07516999 7.85881093 3.70500472 14.41174359 9.28635699 11.01897724 8.57684937 10.33202894 9.43292622 8.92378711 11.29806079 6.09457179 10.79948263 9.10963663 9.60804409 0.06115406 6.28031794 12.97534790 9.24141930 9.86782822 9.42309342 11.30343059 9.09732320 9.19685905 5.30907794 8.96804034 12.92175171 8.90192761 NA 2.76158314 7.21596781 11.60151992 11.25282583 12.61573852 7.73003463 6.02693503 9.54597262 8.63282657 7.14329851 8.66848012 7.73357534 11.11914138 7.48321439 9.40099958 9.01970247 4.64611080 0.64607047 11.27303799 3.45346490 3.52058568 9.75202064 11.56024809 3.06115406 9.72559700 7.56569084 10.63147975 4.94379477 8.97553475 10.43510234 10.02909642 9.25097412 11.48163629 1.38305450 7.41429624 8.19557595 7.97104283 10.35577041 -0.41273103 10.39654003 11.18300693 9.60030841 3.52058568 7.51236043 5.14861284 -0.0445510 -0.0445510 -0.0445510 0.0071148 0.2807400 0.2807400 -0.1095900 0.0148880 0.0109820 -0.0055375 -0.0055375 0.5353800 0.0095883 0.0167050 0.0167050 0.0167050 0.0175440 -0.0631660 -0.0631660 -0.2699700 0.0000000 0.0000000 0.1343500 0.0565130 -0.0059522 -0.0445510 -0.0445510 0.0123760 -0.2638400 -0.1095900 -0.1095900 -0.2560000 -0.2604700 0.0148880 0.0148880 0.0148880 0.0109820 -0.0055375 -0.5393600 0.0095883 -0.0427880 -0.0427880 0.0068044 0.0167050 0.0167050 0.0167050 0.0167050 -0.0038779 -0.1785300 0.0175440 -0.0789430 -0.0631660 -0.0631660 -0.2699700 -0.2699700 0.0000000 0.0000000 -0.0027707 0.0158660 0.0158660 -0.0431830 0.0172640 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.179 0.000 0.000 0.000 0.000 0.000 -0.270 -0.270 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.000 0.000 0.281 0.281 -0.110 -0.110 0.270 0.009 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.179 0.000 0.000 0.000 0.000 0.000 -0.270 -0.270 0.000 0.000 0.000 0.000 0.134 0.134 0.000 0.000 0.000 0.000 0.281 0.281 -0.110 -0.110 0.270 0.009 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.38082175 10.58225933 9.23482677 11.42774506 10.07656471 8.77195621 8.69414473 8.00366407 8.58667056 8.85718916 9.27668276 10.01389085 12.74754076 12.17424065 9.67401815 8.40322426 5.53688283 10.67631951 9.18656320 10.88849235 14.30204606 11.10690934 11.29297081 10.46149541 7.45346737 9.67493920 7.28515158 10.17407129 13.69272464 10.09112698 8.89877761 9.32793611 4.14860877 12.69039243 10.57980279 4.64611080 3.45346490 11.04734725 NA 8.79246854 10.08143510 8.00072905 11.86103835 7.61189679 11.06150182 8.81770607 10.85027569 11.77946846 8.11099844 0.06115406 11.16902059 13.31956847 10.86517982 9.95746688 10.61525885 9.45561244 8.81294483 10.79543587 10.58225933 11.83614257 11.72404051 1.64611656 2.06115406 9.79416500 8.06677431 7.93766689 11.42774506 10.67907618 7.96201624 6.61573850 8.51236083 7.30907703 6.79585914 12.84496643 8.50701284 7.25590667 5.95596834 8.75811726 11.12690235 8.58667056 9.55700468 9.62815497 12.20373542 9.71757447 8.65173663 8.29476915 12.69027856 10.26388571 7.78224866 9.27668276 10.17228536 -0.93898423 10.19227358 11.07027842 9.11914138 9.06396477 1.86848923 10.29536832 10.18978849 10.76937141 8.24105886 14.36400275 8.05267129 9.95823877 9.77023342 7.59253104 5.53688283 7.81603708 8.55500510 9.18656320 4.84251126 9.41226561 9.87412915 8.05550316 11.26296731 7.46202941 8.16181212 9.77453621 9.44664539 7.76505333 10.19818558 1.38305450 2.52057311 -0.93898423 11.35691860 11.10690934 7.45346737 0.06115406 7.09457284 7.03842960 7.74414427 6.79585914 7.12723913 10.30789022 5.69050649 10.55500510 5.03842740 9.36493044 2.23106370 10.17407129 12.31411071 7.34192083 10.48321439 10.09112698 2.06115406 11.48321445 11.01279862 9.98373412 8.85393984 10.01389085 5.34655274 3.76159378 14.09831050 9.18527091 10.33843712 11.09801010 11.52058126 9.63763397 8.63857855 11.17586806 10.22668481 11.06607237 -0.93898423 6.46202941 4.89404165 NA NA 8.48321439 8.57684937 10.41153641 10.36426830 9.62434586 -0.93898423 8.93766660 11.86103835 7.61189679 8.93151435 13.28816386 10.51596303 9.26938410 5.06114974 10.83552495 9.99262584 9.43292622 9.02549064 4.52057940 8.96804034 NA 12.92175171 10.46841745 12.92010198 9.61765571 11.77946846 9.60997154 12.13009585 8.60804409 8.66848012 12.28650775 9.12319567 11.30074819 9.02259946 10.28756187 1.06115406 9.27425397 11.22102099 8.82933395 6.29955422 NA 7.63100530 9.66936752 1.06115406 9.99410250 10.28120143 8.54496559 3.14860877 10.04841372 8.62039287 10.61525885 NA 7.70500610 8.16967401 11.34192044 9.53282480 4.48741560 8.35577041 10.03771373 TCGA-FB-A78T 71 0 NA 378 pancreas stage iib t3 n1 m0 26-3-2015 female 2013 NA pancreas-adenocarcinoma ductal type yes 2 1980 r0 4 white not hispanic or latino 330.38.0 2 1 3 4 2 1 2 2 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 2 0 0 0 7 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.83799e-06 5.842921e-07 9.4416594 2.0571036 4.7124417 0.7351755 6.7009473 13.2079176 8.6178065 -1.2649978 8.0570912 8.0159341 10.1910043 4.6420546 11.0179622 11.0739192 11.1434931 10.1781068 9.5230659 10.1812128 12.7308422 2.6420546 11.3993884 2.6420546 11.1183276 8.2209925 9.9200387 10.2897522 5.1945953 12.7209164 -1.2649978 8.9000704 6.5680534 8.6450564 3.3201236 9.9057143 8.1360427 8.4732556 NA 8.2916694 -0.2648245 5.6420546 9.6261876 15.7404260 8.9409566 6.5680534 9.7692745 10.9085282 9.4613814 14.5250790 9.3844196 NA 4.8226282 7.8312724 14.2824495 8.2129214 10.0019498 3.8644437 10.6636817 4.3790179 7.7095781 9.4950515 8.6732727 1.0570690 3.6893551 7.9949066 3.4900566 8.3294878 1.3201380 10.2429580 0.7351755 7.6835308 8.8823682 8.3626974 8.2290187 8.3276205 13.2056316 1.3201380 11.4609556 8.6995041 6.2974060 14.8274250 9.3097569 5.7685866 8.2077528 10.2483975 9.3781175 2.1945914 NA 9.3031195 9.3862149 7.8541041 8.1656160 9.4399316 6.2665448 14.8801800 9.3059678 10.9119598 9.6607178 12.1875333 10.6307386 8.6024420 6.3350759 5.3933750 11.3139205 10.0048745 9.3339324 NA 13.6743752 12.0510205 10.4870295 10.3868564 11.5144723 11.6937161 9.4084724 8.9433977 5.6055269 9.8482544 12.7146779 10.5181616 NA 1.9050813 6.9494824 12.5091267 11.5835907 13.0695763 7.0705536 6.8331950 9.1603792 6.5842244 7.9470519 10.1211497 10.3681585 11.2414709 6.0927149 9.2159535 9.2547995 4.6420546 2.4356019 11.4325653 4.3201236 1.7351755 11.0420794 11.9798245 -1.2649978 9.1749943 7.5343153 9.9657843 4.7124417 8.4596771 9.4425224 11.3466493 9.2260143 10.0849974 -0.2648245 6.4630845 9.4579710 8.2645941 10.9506964 NA 10.6265674 12.2862708 11.0556819 5.0927149 8.1656160 7.5000348 -0.2414000 1.7718000 0.2688200 -0.0185670 -0.0147180 -0.0147180 -0.0079632 -0.0397410 0.0176060 -0.0389290 -0.0389290 0.1351600 0.0117410 0.0000000 0.0000000 0.0000000 0.0136940 -0.5133700 0.0268570 1.9563000 0.0243300 0.0243300 -0.5265000 -0.4018000 0.1941200 -0.2357600 -0.2414000 -0.0185670 -0.0147180 -0.0079632 -0.0079632 -0.0079632 0.0055544 -0.0397410 -0.0397410 -0.0397410 0.0176060 -0.0389290 -0.5349600 0.0075697 0.0150900 0.0122040 0.0121590 0.0000000 0.0000000 0.0000000 0.0128560 0.0089537 0.0093715 0.0136940 0.0219750 -0.5133700 0.0268570 -0.5434600 -0.5520200 0.0243300 0.0243300 -0.1588000 -0.2417500 -0.2417500 -0.4018000 0.1941200 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 -0.514 0.000 0.000 0.000 0.033 0.269 -0.527 0.000 -0.158 -0.242 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 -0.402 0.194 0.000 0.000 0.000 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.513 0.000 -0.514 0.000 0.000 0.000 0.033 0.269 -0.527 0.000 -0.158 -0.242 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.135 0.000 0.000 -0.402 0.194 9.639045 10.557336 10.257745 10.957053 10.583004 9.554544 9.226014 6.555342 9.480838 9.574367 9.719582 9.945226 13.257009 12.829159 9.495052 9.118868 3.593139 10.750578 11.397832 9.580653 12.625955 11.292627 10.364520 10.218979 7.973568 10.007210 8.144554 10.461943 13.470508 10.285910 10.671065 7.360873 3.593139 14.827425 11.772367 3.490057 2.983094 10.512008 3.320124 10.707066 10.661830 8.264594 11.916005 7.902581 10.456690 9.084998 10.561315 12.818061 5.700947 NA 11.195619 13.278195 11.942493 10.644738 11.000778 10.370881 8.500416 10.9916669 10.5573358 11.9599188 13.0783491 2.8226282 3.9050909 11.0179622 9.2820577 8.0615926 10.9570525 10.8351686 5.5680534 8.2149437 8.6525353 8.4442471 7.0750138 12.3361216 7.5754061 7.5617118 8.5585305 8.5489444 10.0095414 9.4808377 9.2230035 10.5477418 10.7856923 10.0141935 8.3480319 6.5806535 12.6504826 10.4142035 8.0570912 9.7195819 10.2184753 0.3200803 9.1979315 10.8644463 10.4820975 9.0457760 2.9050813 11.4820975 10.1760325 10.7372751 8.5569375 14.3779202 7.8541041 12.7106531 10.2119096 9.2330152 3.5931386 7.7510245 9.4485498 11.3978317 7.2389893 9.4505077 10.2636174 7.3608725 10.4992056 5.8644462 9.3681585 10.1530159 9.7447400 8.2389889 4.6926113 6.3862143 NA NA 9.3002654 11.2926271 7.9735682 -1.2649978 6.4698730 5.1945953 8.1381755 8.1339072 8.9125828 11.2126687 1.0570690 11.9793785 2.9050813 10.6273267 2.1945914 10.4619435 11.4558352 8.7672092 10.6588622 10.2859102 NA 11.4686025 10.8511823 11.5690417 8.6995041 9.3654305 6.6599759 5.3498748 13.8544693 10.1036698 9.7836503 11.3246179 10.9744635 8.5473407 6.6239064 11.1545969 10.5648861 11.1837959 -0.2648245 6.0297841 5.2743213 3.3201236 -1.2649978 5.3645199 9.6607178 11.1933136 9.7888992 10.6732727 2.8226282 9.5837863 11.9160049 7.9025813 8.6008967 12.7103844 9.9231339 8.4058197 8.7575310 10.6120639 10.7153029 9.8423804 8.6314958 6.1274806 9.8482544 1.7986727 12.7146779 9.9907822 12.2552909 10.8299008 12.8180608 9.2370005 11.1442890 8.9651837 10.1211497 11.7092194 8.2209925 10.5849594 9.0480462 11.0938145 -0.2648245 10.6706968 11.1453497 11.4007213 -1.2649978 2.0571036 9.4502673 8.4778938 3.9050909 9.8810954 12.0848703 9.4791562 -0.2648245 9.2360053 8.7077984 11.0007784 NA 6.6893593 7.7238479 11.8735951 10.5727913 6.3717888 8.8345112 10.3996107 TCGA-FB-A7DR 48 1 353 166 pancreas stage iia t3 nx m0 26-3-2015 male 2012 NA pancreas-colloid (mucinous non-cystic) carcinoma yes 20 1993 r0 NA asian not hispanic or latino 349.38.0 1 4 NA NA 1 2 3 1 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.8308772 2.7741440 8.3328252 -0.1327361 6.4819689 14.9074199 7.0016852 1.6745962 7.3143422 8.0421841 10.0409358 2.0371713 10.8189077 10.9067467 11.0748832 9.5165148 8.8531005 9.5832206 11.2729320 9.6494378 11.4158398 2.1891920 11.2223344 8.0496531 10.4352148 3.7252395 3.3908190 10.6798371 NA 10.1681832 7.5917722 9.4437430 3.1891920 9.9266032 9.3976650 8.3450171 NA 8.1480296 -0.1327361 5.5537598 9.3380497 15.6900037 8.1433832 5.6616755 10.0918634 9.8791847 11.4918257 14.1638523 9.4494006 NA 3.6746188 8.6631521 14.8240659 7.9342358 10.0428082 1.8672639 10.5737547 -0.1327361 7.3947353 9.7040980 9.8601970 NA 3.1151831 7.7950364 4.8214551 9.0346768 0.4521737 10.5374723 NA 9.1959337 8.2071085 8.7236842 9.0936708 8.4690296 11.6500522 3.6221456 12.0440551 8.3307829 5.0960763 13.7985964 10.2098889 6.7499016 8.0188589 10.2121093 5.8214551 2.0371713 -1.1328943 8.9533948 9.6778303 9.4208880 7.5396838 9.3205294 5.5951784 13.5705675 10.2054380 10.8466839 9.9705465 11.7874254 10.3730702 8.6337876 11.3396957 4.8214551 11.1007315 9.7040980 9.9666985 4.1526621 10.3780229 11.9908951 10.4202640 10.5184449 10.4122231 11.2393075 8.9198266 8.0144635 5.7861206 9.7190076 12.0624771 9.8214550 NA 6.8840667 6.9547209 12.0108013 10.8279847 13.4138517 8.4160805 -1.1328943 10.1416368 6.2472440 7.2681377 10.3669701 10.0321656 11.5581297 6.6431000 9.7383938 9.5075037 6.8951645 4.0371801 11.7944811 5.3908190 1.4522264 12.0494978 12.1168166 0.8672639 9.5502533 6.4318653 10.3470390 7.3018867 8.2204054 9.8580718 11.4027771 9.2777100 9.9849017 -0.1327361 6.5467386 9.4015616 7.9006815 10.3700905 0.3055620 11.5552904 11.4254402 10.1755977 4.6221456 8.3348641 6.0767130 -0.1325500 0.0437620 0.0437620 0.0000000 0.0054139 0.0054139 0.2327200 -0.0805410 0.0533790 -0.1294000 -0.1294000 -0.1301800 0.0695250 0.0816100 0.0816100 -0.1158100 -0.1305700 0.0102850 0.0102850 -0.1277200 0.0141900 0.9477200 0.0015320 -0.0357210 -0.0357210 -0.1325500 -0.1325500 0.0000000 0.0054139 -0.1216100 -0.1216100 -0.1216100 0.0145560 -0.0805410 -0.0805410 -0.0987380 0.0533790 -0.1294000 -0.1708200 0.0695250 0.0657990 0.0657990 -0.0461770 0.0816100 0.0816100 -0.1158100 -0.1158100 0.0045800 -0.1287200 -0.1243400 -0.1335100 0.0102850 0.0102850 -0.1277200 -0.1255100 0.0141900 -0.1329000 0.0619370 -0.1419400 -0.1419400 -0.0357210 -0.0357210 0.000 0.000 0.000 0.000 -0.116 -0.116 0.000 -0.129 -0.131 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 -0.142 0.000 0.000 0.000 0.000 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 -0.129 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.116 -0.116 0.000 -0.129 -0.131 0.000 0.000 0.000 0.000 -0.128 -0.128 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 -0.142 0.000 0.000 0.000 0.000 -0.122 -0.122 0.000 0.000 0.000 0.000 0.000 0.000 -0.129 -0.129 0.000 0.000 0.000 0.000 10.140471 10.708430 10.160155 10.858072 10.429501 9.607039 8.689032 5.986199 9.204881 9.699357 9.613773 10.819272 12.906263 11.546739 9.410290 6.861612 2.954717 11.862849 9.734537 10.396689 12.798868 10.815261 11.121401 10.521895 7.671390 10.419447 10.437589 10.226887 13.192845 10.522789 9.261721 7.215987 3.674619 13.798596 12.160587 4.511114 5.134044 11.876562 NA 11.103871 10.284056 8.858780 11.710591 7.795036 10.453160 9.002968 10.482428 12.455856 5.224812 NA 10.662893 12.988387 11.430565 10.582899 10.855943 9.800949 10.620697 12.1086460 10.7084299 12.0821848 12.0491873 3.5111138 4.2248121 10.8189077 9.2126639 8.0396862 10.8580717 10.8236348 6.4745885 5.5815049 7.8812792 9.5763424 6.8951645 11.2242608 6.9839148 7.0371834 7.6053506 9.1281782 10.1404714 9.2048807 8.9143824 11.1258247 11.1302344 10.2945715 7.9836025 8.4295009 13.3004529 9.5084073 8.0767119 9.6137731 11.4001016 3.6746188 9.3818741 10.8441808 10.2104444 8.8644381 0.4521737 10.2739951 9.9075484 10.8163558 7.3102020 13.5397393 7.7376232 12.3388069 10.0321656 8.5866477 2.9547174 7.3463515 9.8523891 9.7345374 5.8445388 8.8046473 11.4986631 7.5711626 11.5234600 6.1618796 9.9027452 10.2504229 9.5659632 7.9621019 6.1433832 NA NA NA 9.3760438 10.8152608 7.6713896 NA 7.0119171 5.1340443 9.4643801 8.2026489 8.4764376 10.5698642 1.1891604 11.7887277 1.1891604 9.8452540 -0.1327361 10.2268874 11.3553498 9.2531211 9.9725124 10.5227893 -1.1328943 12.4226866 11.1008783 11.0150996 8.3307829 9.7205682 4.4819705 5.0371845 13.2393075 10.1716100 10.3780229 11.3073985 10.9936405 9.9123356 9.7643478 10.9958975 10.3596126 10.8185434 2.1891920 7.2766493 6.3266901 NA NA 6.2071081 9.9705465 11.0048902 11.7030110 10.5711623 5.3102020 10.2054380 11.7105909 7.7950364 8.6238149 12.2929991 9.7283455 9.6576071 7.2893236 10.9813263 11.5323725 9.5227894 10.3374090 5.4218460 9.7190076 1.8672639 12.0624771 10.0459236 12.2267337 10.5070516 12.4558562 10.1549711 11.3643620 9.6095681 10.3669701 11.4105322 9.1710394 10.3050107 9.0321656 9.7808962 -1.1328943 10.3952244 10.6661354 10.0693825 NA 3.0371889 8.6271468 8.3890750 2.6746188 9.4054476 10.6793156 9.3379175 0.8672639 9.7306707 8.8243609 10.8559434 -0.1327361 7.4671719 8.1503469 11.5011621 11.0431201 6.3829577 9.3318044 10.1526609 TCGA-FB-AAPP 71 1 485 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2009 yes pancreas-adenocarcinoma ductal type yes NA NA r0 3 white not hispanic or latino 424.26.0 3 1 NA NA 1 2 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.8182620 6.9680400 2.0611541 NA 3.9997475 9.2092026 5.9839809 NA 6.9108154 7.8940398 10.5034020 6.8425087 11.2125891 10.6261121 11.2032567 10.1947200 9.5137341 8.9640272 8.0498344 -0.5238776 12.0562101 NA 10.8326391 3.1766260 9.3725195 -0.5238776 -0.5238776 3.2835366 0.4762261 10.8414160 2.4761743 8.0611497 1.4761743 9.0760999 8.9559675 8.5820957 NA 9.3169650 -0.5238776 4.2835440 9.3920666 15.3923699 8.4534670 5.0307775 8.9680403 9.2738487 4.9356200 13.5290099 9.7799680 NA 4.2310714 9.4823169 15.6847835 8.4761872 9.3860802 0.4762261 11.1146231 NA 11.9478624 8.0760999 8.7822490 NA NA 7.9720424 NA 8.1661852 NA 9.9909013 NA 1.7981335 8.8003677 4.6054706 4.9997475 8.1731549 13.5000281 -0.5238776 11.1236456 8.7638995 5.7799688 10.6118964 10.3357220 0.4762261 5.2163035 10.2360753 NA NA NA 9.6684799 9.2867587 4.8685040 8.7122013 9.1904326 0.4762261 14.6334551 11.0761000 10.6862496 9.8908724 13.6860974 10.2108968 8.3153910 1.7981335 6.0908979 11.9133983 10.0450933 9.2806731 NA 10.5429490 11.8847823 10.6770735 10.6824567 12.2701968 11.6009547 8.4790021 8.5260355 7.3403736 10.6947504 12.3664514 9.4591808 NA 0.4762261 6.6758597 11.6983783 11.2534425 12.7066580 5.0611497 -0.5238776 9.3232444 7.3703988 6.9437924 10.9688165 10.3279362 11.3664514 3.4396630 9.8598915 9.5109860 NA NA 12.2115316 6.0611497 2.2835366 10.0862892 11.4498845 NA 9.2410589 4.2835440 10.7488169 1.7981335 7.5368828 9.7217399 11.5662996 9.6067577 10.8265739 0.4762261 7.4648716 9.9640272 8.2007010 10.9810061 NA 9.6182943 11.8773333 9.7025994 4.6856431 7.5314696 2.0611541 -0.273790 -0.273790 0.200460 -0.020951 -0.206140 -0.206140 0.217310 -0.288450 1.087000 0.133330 0.133330 0.122420 0.168060 0.207490 0.177050 0.177050 -0.320530 -0.180920 -0.180920 0.112000 1.376700 -0.215640 1.220900 -0.013114 0.000000 -0.273790 -0.273790 -0.014768 -0.226980 0.217310 0.217310 0.209690 0.209940 -0.229930 -1.292900 -0.235690 1.087000 0.136440 -1.292900 0.155330 -0.905970 0.175890 -0.299680 0.177050 0.177050 0.177050 0.177050 -0.299910 0.181030 -0.320530 -0.926510 -0.180920 -0.180920 0.112000 0.112000 -0.176500 -0.215640 -0.369730 0.016855 0.016855 -0.013114 -0.013114 -0.891 -0.715 -0.300 -0.300 0.177 0.177 -0.300 0.181 -0.321 0.187 0.187 -0.181 -0.181 0.112 0.112 -0.216 -0.216 -0.135 0.139 1.223 1.223 -0.370 0.000 0.000 0.000 -0.206 -0.206 0.217 0.217 0.210 0.210 -0.236 -0.236 1.087 1.087 0.122 0.122 0.155 0.155 0.000 0.000 -0.891 -0.715 -0.300 -0.300 0.177 0.177 -0.300 0.181 -0.321 0.187 0.187 -0.181 -0.181 0.112 0.112 -0.216 -0.216 -0.135 0.139 1.223 1.223 -0.370 0.000 0.000 0.000 -0.206 -0.206 0.217 0.217 0.210 0.210 -0.236 -0.236 1.087 1.087 0.122 0.122 0.155 0.155 0.000 0.000 8.6560962 11.8666249 9.8791992 10.9498929 7.9640272 9.4172348 10.3935593 6.9997486 9.7822488 9.5847117 9.7406298 9.5476496 12.2569319 11.7687964 8.0760999 0.4762261 -0.5238776 7.4128247 8.1521444 9.5040932 11.4595406 12.2096263 11.3134209 8.2344103 7.4245543 10.0450933 7.3588305 9.6348473 12.5432854 10.8485081 9.0908971 5.5636493 2.0611541 10.6118964 9.2770870 NA 8.9740391 10.0240456 NA 9.5702648 10.8604313 7.4009998 9.9899147 7.8598913 10.4811098 4.4303856 10.6832015 12.1998481 8.6635392 0.4762261 12.1668399 12.5788190 11.4251274 11.3870959 11.2497385 9.7788261 4.3291882 11.3565360 11.8666249 12.5109861 11.9539454 NA NA 11.2125891 9.6335340 8.6335340 10.9498929 10.4484490 7.0982385 8.1091824 8.1626879 8.1835461 6.3465527 11.5120173 8.6407171 7.5314696 10.2310746 8.6335340 10.5006343 9.7822488 9.5530027 6.2963656 10.9933644 9.6436053 7.6310053 7.0536164 12.9812544 9.9849724 9.3965399 9.7406298 11.5931808 -0.5238776 8.9598014 11.4835649 9.8238086 8.9780243 2.4761743 10.6917201 9.5516664 10.3411471 9.2738487 12.8925889 8.7001890 12.0398601 9.9294579 8.0908968 -0.5238776 7.5416302 10.2931708 8.1521444 4.2310714 9.4005098 6.2575462 7.3649304 7.2770874 2.0611541 9.5355316 10.7540557 9.6322702 8.7685089 6.8425087 7.9232704 6.4303840 NA 8.8160371 12.2096263 7.4245543 -0.5238776 6.9839820 0.4762261 6.4303840 10.2142794 6.6054706 11.9752856 -0.5238776 11.5543380 NA 9.0555032 0.4762261 9.6348473 11.1631253 8.9839817 10.2493263 10.8485081 NA 12.0068373 10.4179684 11.4249194 8.7638995 9.5977207 7.6709437 6.8249155 13.4812853 9.9670380 11.6122170 10.7013946 10.4165007 7.8555656 3.0611541 10.5123607 10.6813695 10.6953557 NA 2.6461166 5.1200450 NA NA 5.2310752 9.8908724 11.1530258 8.8432305 10.3717625 NA 10.7958593 9.9899147 7.8598913 9.2393995 12.4616734 10.3302764 6.6259338 6.9108154 10.5742192 11.0100035 9.3090773 9.8260212 4.6856431 10.6947504 NA 12.3664514 10.2402294 12.4111680 10.5027106 12.1998481 7.6461122 10.5267161 5.3830787 10.9688165 11.7621673 3.8685090 10.3950504 8.1938634 11.2222815 1.4761743 10.7856635 11.0667742 10.6442324 NA NA 9.2360754 8.7575610 4.7615885 8.0460430 11.2593041 9.4477306 NA 10.2451985 8.5579101 11.2497385 -0.5238776 5.7799688 7.6208452 11.3770540 9.9559675 3.3830822 6.9273987 10.2252185 TCGA-FB-AAPQ 65 1 1130 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes 25 1983 r0 4 white not hispanic or latino 424.26.0 2 1 NA NA 1 2 4 1 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.6893783 3.8438834 4.0918183 3.0138195 4.5443308 13.6484226 6.7980842 0.8439035 7.2189274 7.8268815 10.4326029 4.7507780 10.1165180 11.2076835 11.3640157 9.1792786 9.6846661 11.4773376 9.2805998 1.4288392 11.1030430 3.5443246 11.7303469 7.3752697 10.2415628 8.4400781 1.8439035 11.6387102 NA 8.8211681 4.8438884 7.6186755 4.2362094 9.0775079 8.4250887 6.6252486 1.4288392 8.0727066 NA 4.7507780 7.5853554 15.4336856 8.4549128 8.1881843 11.5473593 10.4419407 9.9086310 14.4805695 8.7805260 NA 3.8438834 7.8493444 14.6727685 7.0337126 10.1567711 3.6512469 11.8821213 0.8439035 10.0411048 8.1748049 8.7805260 NA 0.8439035 7.3830467 1.8439035 8.6893781 NA 11.7269133 -0.1561769 6.0138128 8.9018800 7.2275928 8.5443277 7.8154320 13.6907497 6.4585985 12.1995146 6.8325723 4.9313521 15.2524292 9.5373751 6.7746250 7.4046792 10.5189631 8.8038902 -0.1561769 NA 9.3927100 9.0237973 9.3556409 7.1837386 9.8311522 4.5443308 14.3525496 9.3984771 9.8311522 8.9471761 12.3578625 9.4042211 8.8662561 6.1658155 4.0138106 11.2906717 9.5819805 9.5632769 -0.1561769 11.9566535 11.9286966 10.5355096 10.2020229 12.1519428 10.9537188 8.6087597 7.9260374 4.2362094 8.9286966 12.5785978 10.1071574 NA 1.4288392 6.4438006 13.3205078 11.4161147 13.2160731 7.1926163 4.0138106 9.4156408 7.0893456 7.5920810 9.8828072 10.3387437 10.6688470 4.1658155 8.8910120 9.5546946 2.4288392 2.1658155 12.2085701 5.2701514 3.4288526 10.7552802 11.2058320 2.8438834 10.3074126 7.0535360 8.3516827 5.4288492 8.1613007 9.9072832 11.7944441 9.0213076 10.4741553 0.8439035 6.2868313 9.0012351 6.9628289 10.8537168 0.1886541 10.2585735 11.2140307 10.6071006 5.1658155 6.7018692 6.3033205 -0.4751200 0.4813100 2.2478000 0.4587100 -0.4827100 0.0024969 -0.0024938 -0.0226720 0.0055529 -0.0052610 -0.0052610 -0.0052610 0.4749500 -0.4717300 -0.0042929 -0.0042929 0.0133530 0.4439200 0.0185750 0.2151400 0.0122740 -0.4660000 0.0501080 -0.0712490 -0.0780110 -0.4751200 -0.4751200 0.0049969 -0.4827100 -0.0024938 -0.0024938 -0.0024938 0.0040243 -0.4858600 1.3136000 0.0107030 -0.4850200 -0.0052610 -0.4697200 0.0048579 0.0049969 0.0049969 0.0066653 -0.4808100 -0.0042929 -0.0042929 -0.0042929 -0.0052610 -0.4846000 0.0133530 0.0199230 -0.4753400 0.0178240 0.0065262 -0.4880600 0.0122740 -0.4660000 -0.5349000 0.0175440 0.0175440 -0.0712490 -0.0780110 0.000 0.000 0.000 0.000 -0.467 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 -0.491 -0.491 0.000 -0.466 -0.475 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.467 0.000 0.000 0.000 0.000 0.000 0.000 -0.475 0.000 -0.491 -0.491 0.000 -0.466 -0.475 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.483 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.470 0.000 0.000 0.000 9.558134 12.186519 10.564987 11.484585 10.807507 9.753781 8.955024 6.218928 9.676778 10.202539 9.936645 10.060634 13.193584 11.437746 9.138509 8.227592 4.165815 10.669642 10.083487 9.849513 12.673557 12.383774 10.774626 9.257516 7.915351 9.592081 9.065475 10.757600 13.651545 10.380135 9.956328 8.826882 3.651247 15.252429 11.513659 2.843883 3.013820 10.162431 NA 10.460437 11.388370 8.729585 11.842126 7.003760 11.072106 7.523368 11.922373 12.971399 4.701871 NA 12.117975 13.821079 11.185068 10.101571 10.614552 10.518963 9.824713 10.6688470 12.1865185 11.7092348 12.8901596 NA -0.1561769 10.1165180 9.0557764 8.7864026 11.4845850 9.8082291 5.0533416 6.6893788 9.0113064 8.0965539 7.0138128 12.3120031 7.6155759 5.5718072 7.9153506 8.3397431 10.5486219 9.6767781 9.2145756 8.8183029 11.0355643 9.5581337 8.8523170 7.0435611 12.9688172 9.3297174 7.6512433 9.9366453 10.0906288 1.4288392 12.3856165 12.4361116 9.8523168 8.0037596 3.0138195 10.4175354 9.5338863 9.6688469 7.3357414 15.0808367 7.1012761 13.3884905 9.6071006 8.5373753 4.1658155 8.1963729 8.9340007 10.0834868 7.2617405 9.8099898 9.3907827 6.6767780 10.3002426 4.8438884 9.1362098 11.0515127 8.9936353 8.2826803 6.0384472 4.9731704 NA NA 9.2080229 12.3837740 7.9153506 NA 7.0337126 3.9313521 7.5987753 5.8662552 7.4732447 12.3917467 NA 12.2044610 4.0918183 10.2950993 3.5443246 10.7576004 11.2041866 8.5649874 10.7575256 10.3801354 NA 11.8954370 10.3645069 11.8254555 6.8325723 8.4213171 4.4877436 4.0918183 13.8016251 9.6560655 11.2717248 11.7874140 11.2580449 8.1339072 7.7080741 11.0810982 9.7922554 10.8862316 -0.1561769 6.7387057 5.2701514 NA NA 7.1200128 8.9471761 11.2664786 9.2925828 10.9879091 NA 9.1948273 11.8421260 7.0037596 8.7142531 12.1200126 10.7157934 9.3135300 9.1430962 11.0355643 11.2826800 9.2232666 9.6496320 6.9207042 8.9286966 2.8438834 12.5785978 9.9432360 12.3632787 9.9113226 12.9713990 8.9961729 11.5347592 10.2437001 9.8828072 11.5105561 8.0087950 10.1522273 8.2275924 10.4023089 -0.1561769 10.8814351 10.4456589 11.3261920 NA 1.4288392 9.5546946 7.7254303 3.6512469 11.5624211 11.1592189 9.5529720 NA 8.5581337 9.0678898 10.6145521 NA 7.5853554 7.9628295 11.4400780 10.7103944 4.6512412 7.8495127 9.5581337 TCGA-FB-AAPS 62 0 NA 228 pancreas stage iib t2 n1 mx 26-3-2015 female 2008 yes pancreas-adenocarcinoma ductal type yes 10 1960 r0 1 white not hispanic or latino 410.27.0 1 4 NA NA 3 1 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 4.50802e-07 10.2688848 NA 7.6136944 NA 8.3526906 16.3136210 7.9068906 2.0488988 8.3617925 8.3617925 10.1149988 7.1918676 10.7898147 10.7163050 11.2150727 9.6734004 7.0489097 9.7711479 12.7029489 5.9396803 11.4329738 1.7858853 10.0914810 9.2403802 10.4210492 7.6438562 5.1078050 11.4239490 1.7858853 7.7768298 3.2713061 9.9110303 3.3708338 9.4397952 8.1884608 8.2254981 NA 8.4469406 -0.5359591 5.0786568 9.5763867 15.4828427 8.8082431 4.3219281 9.8422419 10.2362617 13.0259510 14.4605089 8.9335889 NA 2.9233774 7.7020175 14.4324339 8.0654581 9.6149636 1.7858853 10.0385216 NA 5.7677289 8.6782663 9.1867546 1.7858853 2.7858853 7.5567045 3.5514053 8.7631553 2.6338729 9.9687661 1.0489336 8.3312260 9.3312258 9.4210491 10.2761244 8.3219281 9.9315526 9.8828538 12.4779676 8.1469418 5.1643881 12.2815304 9.7423965 4.4181427 8.5388377 10.0887425 4.7118748 3.0489162 3.9875119 9.2469453 9.5340680 7.7768298 7.4695718 9.3343117 4.7118748 13.9235068 10.0731259 11.1880345 9.7824900 11.1721688 10.1023830 8.1918676 11.5090242 5.2713024 10.7302066 9.8324535 9.9299624 0.4639363 10.6636195 11.9754527 10.7699290 10.1093714 9.5354095 11.2304760 9.0300011 8.5028660 4.1643840 7.0108414 12.7829135 10.0204532 0.4639363 2.9233774 7.2583625 12.3732777 10.3760879 13.2770268 8.8104608 7.0338029 10.0451476 5.6171456 7.5192297 10.5139658 9.8637590 11.3473541 8.0069790 9.3917250 9.2952544 5.3708373 2.2713061 11.0460891 1.4639363 1.0489336 11.1691475 12.2148634 1.0489336 9.3738402 8.1321938 10.1721688 5.5514114 8.1952659 9.7201558 11.3047250 8.9068906 10.4390786 0.4639363 6.5407619 9.0638599 7.9517871 10.2809307 NA 11.5570345 11.5609916 10.5494196 4.7858748 7.6587042 7.4469410 0.00148070 0.00148070 0.00148070 -0.00156910 -0.01308000 -0.01308000 0.00745510 0.00592510 0.00213000 -0.01633600 -0.01633600 -0.01633600 -0.11042000 -0.03767000 -0.03767000 -0.03767000 -0.01592300 0.06318900 0.06318900 -0.04310300 0.00259090 0.00259090 0.00884700 -0.00875920 -0.00875920 0.00148070 0.00148070 0.00272970 -0.01308000 0.00362670 0.00362670 0.00192970 0.00120330 0.00592510 0.00592510 0.00078717 0.01316800 -0.01633600 -0.11042000 -0.11042000 -0.00516740 -0.00516740 0.00000000 -0.03767000 -0.03767000 0.00453510 0.00453510 0.00717680 -0.00101490 -0.01592300 -0.02251400 -0.12256000 -0.04858900 -0.04310300 -0.04310300 0.00259090 0.00503190 -0.00521440 0.01233100 0.01233100 -0.00875920 -0.00875920 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 10.6034985 10.3655682 10.5001208 10.0969423 10.9617990 9.2037278 7.1986572 6.1504480 9.0786571 9.2271594 9.7562688 10.5744304 12.8385791 11.6645392 9.0127689 8.0108414 3.7858748 12.3339264 9.6073303 9.7035456 10.6842347 10.7574188 11.2230030 11.0295252 7.6338722 9.9568017 8.3125699 10.2442162 13.5148161 10.6660709 10.1747536 8.2087811 4.1078050 12.2815304 11.6816019 4.4639494 5.2968355 10.5253183 NA 10.3110044 10.7654433 8.4035264 11.8500790 7.8476512 10.2003490 10.8060217 10.3917251 12.8306791 4.2188354 0.4639363 10.2624189 12.7333660 11.1069148 10.3227362 10.2263291 9.8368122 8.8368775 11.7151336 10.3655682 12.0944417 12.1223818 2.7858853 3.8562686 10.7898147 8.9356224 8.1185829 10.0969423 10.9776747 7.0489097 8.2648470 8.8964889 8.8433253 6.8037966 12.2221703 6.9625166 7.6975667 6.8126753 9.4123143 10.2171136 9.0786571 9.1185832 11.6152808 11.3427644 10.1661198 8.4005849 10.3909842 12.7610066 10.0280965 8.4123145 9.7562688 11.3035446 2.0488988 9.4135695 10.8728075 10.2420242 9.3141339 2.0488988 11.1876080 9.9687661 10.5880684 7.6288538 13.1127540 7.3828108 12.1794802 10.5854806 8.9233786 3.7858748 7.4913553 8.6975667 9.6073303 6.0933045 9.0947056 10.8264389 4.2188354 11.3168667 6.7858748 8.8902120 10.2680781 10.4290099 7.7118748 6.9801990 2.2713061 NA -0.5359591 9.7551177 10.7574188 7.6338722 NA 6.7948642 7.0564036 9.8637590 7.2321312 8.8519645 9.5259933 3.7858748 11.4635948 1.0489336 9.7023518 -0.5359591 10.2442162 11.3839277 9.2138165 10.5354094 10.6660709 2.9233774 9.7330738 10.9497764 10.8492703 8.1469418 9.7665861 5.3465917 4.1643840 13.4981442 9.9182464 10.7677279 11.1223684 11.2563307 10.3078681 8.1185829 10.5487555 9.8324535 10.5246430 0.4639363 10.0098769 5.8733383 NA NA 3.8562686 9.7824900 11.0093943 11.6765134 10.5494196 -0.5359591 10.6599344 11.8500790 7.8476512 8.6187650 12.5862898 9.7493494 10.2567374 7.5880685 11.4890867 10.5586846 9.5672349 9.7189756 5.8389871 7.0108414 2.9233774 12.7829135 10.1434272 12.2372924 10.4618322 12.8306791 10.4181435 11.7166125 6.4751741 10.5139658 11.2444869 10.4618322 10.6111520 9.3141339 9.5854807 -0.5359591 11.3102210 11.0185360 9.5619792 8.1399043 3.8562686 9.2825292 9.0258270 -0.5359591 10.8923073 11.1108523 8.9835834 0.4639363 9.7892526 8.3561865 10.2263291 2.0488988 7.5354091 8.1469418 11.5961255 10.6301102 6.7400722 9.5028660 9.9099966 TCGA-FB-AAPU 41 1 381 NA pancreas stage iia t3 n0 mx 26-3-2015 female 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r1 0 asian not hispanic or latino 424.26.0 2 3 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 2 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 5 0 0 0 0 0 0 0 2 0 4 2 0 0 0 2 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.259645e-06 8.669269e-07 9.7472299 0.9086592 4.7566551 NA 3.8721294 12.4843846 7.3449510 NA 6.9176454 8.6675455 9.5321720 4.6528192 10.0629681 11.5890896 11.1441919 9.8640155 9.4921152 10.4872176 8.3298797 3.2871620 11.4830606 3.8346607 11.7364753 6.3416158 10.0317430 3.2871620 1.1717192 13.1289137 NA 9.3738146 6.9354562 8.2051139 2.4936217 9.4701352 8.1995968 7.6873904 NA 7.9790456 0.1717192 3.7160141 8.2513712 15.6799807 8.4196181 6.4815460 10.1669868 10.7224375 8.7653932 13.9269608 8.8441160 1.1717192 4.1102881 8.8604420 13.9237577 8.1494860 10.6430272 2.4936217 11.2433765 -1.4131152 10.3205908 9.0286349 7.4100951 0.1717192 -1.4131152 8.1810528 1.1717192 9.1355500 6.1940595 10.8640155 1.3940751 3.9086592 9.7660153 6.7765528 7.2014378 9.0835820 13.4028618 3.6741894 12.4790813 8.4243561 5.3549140 16.1426953 9.6595307 8.1258871 8.4066519 10.5622179 9.9007449 -1.4131152 -0.4133073 9.5285094 9.5881363 5.8346556 8.6755164 9.9742071 4.1102881 15.0524699 10.2644478 10.3125204 9.6985159 12.9554392 9.9282470 8.3876279 3.2305873 5.9961198 11.9237340 10.3835790 8.3565660 NA 12.1456271 12.1821022 10.9265086 10.3381551 12.3014030 11.1061187 8.7478600 8.7440750 6.6146348 9.5307081 12.0243502 10.5782500 NA -1.4131152 6.7912997 12.4642999 11.4345685 12.7639141 5.7666376 NA 9.3432846 7.6889398 7.8083155 8.6597986 9.6867334 11.5264910 5.9704327 9.8161478 9.6028401 2.9790376 0.1717192 12.0712993 6.3482802 2.8346505 11.1446705 11.5228140 0.5866927 9.7166550 5.3281938 10.9918697 2.9790376 7.9854720 9.2493965 10.7108495 8.3729978 10.3823620 -1.4131152 7.7541466 9.2932242 8.3827680 11.2863006 NA 10.6635438 11.2447164 10.7867072 5.3940819 8.2032770 6.4815460 0.00402430 0.00402430 1.07820000 0.08319800 0.00632280 0.00632280 0.02076300 -0.00484610 0.64928000 -0.15706000 -0.15706000 0.17842000 -0.01684100 0.57987000 -0.02794500 -0.02794500 1.01680000 -0.02109800 -0.02109800 0.05024600 -0.03952900 -0.03952900 -0.00027724 -0.01945200 0.61444000 -0.70854000 -0.70854000 -0.66698000 -0.31681000 0.02076300 0.02076300 0.02076300 -0.70988000 -0.00484610 -0.00484610 -0.04570100 0.48871000 -0.21543000 -1.29290000 0.00143680 -0.71631000 0.01056400 0.00000000 -0.02794500 -0.02794500 -0.02794500 -0.69748000 0.00516230 -0.00954260 -0.01078400 -0.00499900 -0.02109800 -0.02109800 0.06050800 -0.68360000 -0.03952900 -0.03952900 0.00041593 -0.72013000 -0.72013000 -0.01945200 -0.01945200 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 0.000 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.157 0.177 -0.668 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.684 0.000 0.000 0.000 0.318 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.157 0.177 -0.668 0.000 0.000 0.000 9.8293068 11.8816361 10.0845800 11.2889008 10.9833330 9.2679667 9.2810862 8.1698108 9.6090960 10.2404690 9.7771701 10.5870804 13.3829706 12.9922686 8.7043712 5.1716912 2.8346505 9.4322182 10.7374274 10.4164509 12.6706529 12.3476560 12.4070069 9.2810862 7.7211546 10.8842177 9.1384364 11.1436054 14.0231144 10.7447066 9.9371150 6.3214375 3.0461592 16.1426953 11.4728058 3.0461592 3.5409200 10.2723530 NA 11.3906575 11.5613220 8.4275060 12.4549720 6.6090960 11.0476960 7.9704327 11.6367469 12.7838681 0.9086592 NA 11.7366340 14.2247398 12.3532374 11.1745338 10.8284135 10.4792710 8.6659995 10.6765097 11.8816361 11.0361348 12.6749367 -0.4133073 1.9086592 10.0629681 9.1773151 8.3532571 11.2889008 10.3774840 6.1565847 6.8628530 8.5782500 8.5174655 7.6847605 11.8625617 8.6818087 7.0584031 8.6873904 7.6926364 10.1712068 9.6090960 9.3770767 8.5923528 10.9633962 9.5152465 8.7503777 6.9221181 13.5850101 9.8227424 8.3631610 9.7771701 11.2637871 2.0461767 9.9399632 11.4118858 9.5321720 9.1894270 0.5866927 11.8377667 8.7339332 10.6903438 9.1229755 14.2046260 7.6311225 12.4093986 9.9080926 9.0875700 2.8346505 8.4212309 7.7390130 10.7374274 7.4693716 9.5830109 9.1641570 9.3273521 8.3549127 4.8535167 10.1470610 9.8950672 9.3248205 8.6501233 7.1258866 7.3349213 -1.4131152 NA 8.8546852 12.3476560 7.7211546 NA 6.8813489 5.4069074 7.7262795 8.8179494 5.9442798 12.5553050 NA 12.2136920 3.0461592 10.9212808 1.7566390 11.1436054 10.9787772 9.5532336 10.5800204 10.7447066 -1.4131152 12.0662559 10.4092990 11.8215456 8.4243561 9.4823034 8.0108945 7.5640085 13.9594912 9.8686582 11.5993527 10.6073609 11.2312605 7.4632448 7.0584031 11.2756341 10.3432844 11.4156580 NA 4.6528192 5.0785799 NA NA 4.3146458 9.6985159 10.6139430 9.5287075 11.0825832 NA 8.9497678 12.4549720 6.6090960 8.6160154 12.4569966 10.5259400 8.9585049 8.1220038 10.6883756 11.1518303 9.4259319 10.4909864 6.9876074 9.5307081 4.7566551 12.0243502 9.6318053 12.4090998 10.7958769 12.7838681 8.7402803 11.5024209 4.4196198 8.6597986 11.7885458 6.9790456 10.2845646 8.4769924 10.9519570 -0.4133073 10.7317050 10.8275195 11.1972917 1.9086592 -0.1806588 9.3171982 8.2892992 4.6741894 10.0528047 10.7012611 9.0945227 NA 7.5321720 9.1611042 10.8284135 1.3940751 7.4570927 7.3582178 11.7079379 9.7230785 5.1866392 7.1977534 10.0895600 TCGA-FB-AAPY 71 1 1059 NA pancreas stage iib t2 n1 mx 26-3-2015 male 2007 yes pancreas-adenocarcinoma ductal type yes 25 1960 r0 2 white not hispanic or latino 424.26.0 1 4 NA NA 2 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 2 0 0 0 0 0 0 7 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699177e-06 5.201562e-07 9.6164393 2.1155993 5.6854524 NA 8.4079191 13.9674929 7.4239361 2.2855206 8.0784935 8.5893032 10.1400446 5.3444166 10.8121304 11.2571458 10.6469789 9.9696867 8.7985920 9.5239271 12.3507142 3.0224921 11.3125069 2.8160467 10.2076939 8.7755935 9.7862536 9.4102181 5.9859626 12.4585055 NA 8.8401113 4.8435166 9.4284804 2.2855206 9.3504148 7.7558423 8.3201687 -0.8844340 8.1924132 0.7005285 4.6391569 9.5302826 14.9807266 8.7933172 8.7933172 9.3729854 10.2332405 10.2967497 14.7913064 8.7358173 0.1155660 5.3444166 7.9464297 14.1013505 8.2905230 9.5408133 2.1155993 10.4857400 NA 8.9309806 8.6253724 8.6312971 1.1155660 3.0224921 7.9357762 3.6391627 7.9002322 6.6624918 9.6615273 3.3635215 6.9548012 9.2215059 9.2423019 8.8073411 8.4148053 12.3344634 3.3635215 11.8665137 7.8229563 4.8704831 15.1619968 9.8612718 6.5585416 8.1816597 10.1681655 6.6312979 2.1155993 -0.8844340 9.0871411 9.4993018 8.0957372 7.9325809 9.1654460 5.3054234 14.2355112 9.4949758 10.7849255 9.2992328 11.8977766 10.4758958 7.9229524 6.5832031 4.8160364 10.9331568 9.7071198 9.3566272 -0.8844340 10.5862563 12.2395572 10.4732429 9.7575679 10.9974762 11.4170936 8.7266221 8.5271083 5.4009989 9.5003812 12.8828508 9.5355577 0.1155660 3.3635215 6.9484875 11.7470019 11.4487528 13.0062417 8.0463350 7.1870600 9.5913308 5.8177000 7.9229524 9.7917309 10.0141988 11.4205191 8.2057097 10.0463349 8.8671416 5.0928755 0.7005285 11.5011903 2.9229590 4.4010024 10.0500255 11.8364829 2.5750218 9.1776435 8.1870600 9.6806995 5.8837821 8.4819197 9.5933556 10.8207978 9.2017336 10.9828762 3.1155993 5.9229518 8.6759302 7.6701860 10.3806264 -0.4092782 10.9821037 11.8171205 10.5148754 4.0224921 8.2397188 7.6352335 0.01094100 0.01094100 0.01094100 -0.01491600 -0.11893000 -0.10670000 0.01148500 -0.13432000 0.02581200 0.01670500 0.01670500 0.01670500 -0.27266000 0.02314500 -0.06811800 -0.06811800 0.00000000 -0.22969000 -0.01656700 0.09202500 0.13155000 0.13155000 0.01391300 -0.04098400 -0.03548600 0.01094100 0.01094100 -0.01491600 -0.11893000 0.01148500 0.01148500 0.01082500 0.00972760 -0.13432000 -0.13432000 -0.13432000 0.02581200 0.01199000 -0.27266000 -0.27176000 0.00750000 -0.06063800 -0.94210000 0.02314500 -0.06811800 -0.25805000 -0.25805000 0.00791750 -0.00373950 0.00000000 0.01056400 -0.22969000 -0.00083702 0.09202500 -0.27272000 -0.27739000 0.13155000 -0.13523000 -0.00166290 -0.00166290 -0.04098400 -0.04549900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.229 0.000 0.000 -0.273 0.132 0.132 0.000 0.000 0.000 0.000 -0.135 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 0.000 0.000 -0.134 -0.134 0.000 0.000 0.000 0.000 -0.273 -0.273 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.229 0.000 0.000 -0.273 0.132 0.132 0.000 0.000 0.000 0.000 -0.135 0.000 0.000 0.000 -0.119 -0.119 0.000 0.000 0.000 0.000 -0.134 -0.134 0.000 0.000 0.000 0.000 -0.273 -0.273 0.000 0.000 9.556467 10.240365 10.115597 11.058112 10.476445 9.058112 8.846916 5.910013 9.449871 9.001294 9.399843 10.178318 12.690782 12.677959 8.984420 7.575029 5.490638 10.962263 10.566293 9.534504 11.954927 11.617683 10.952437 9.762156 7.763056 10.110658 7.520739 10.343905 13.056370 9.885435 9.925366 7.239719 3.922949 15.161997 10.953619 4.244879 4.244879 10.914069 NA 10.106410 10.892030 8.151771 11.714348 7.619423 10.417094 10.185047 10.451546 12.618181 3.639163 -0.884434 10.407344 13.084264 11.310068 10.318609 10.360556 10.061041 8.963986 10.5887959 10.2403650 12.0213605 12.6572991 2.5750218 3.4375207 10.8121304 8.9936483 8.0043407 11.0581120 10.6499003 6.9164969 7.7985923 8.4643256 8.2162599 6.6547563 12.2604150 6.8943970 7.7043118 8.7284658 9.1296179 10.2829529 9.4498706 9.2577044 9.8788098 11.1729123 9.7394789 8.4148053 8.1071192 12.6651415 10.5381879 8.2880249 9.3998431 10.6308045 2.9229590 9.9106712 10.2293396 10.0507625 9.1393518 1.9229590 11.1264751 9.9285769 10.6864019 7.6586292 13.8252198 7.5750294 11.3960783 9.9974762 9.1085357 5.4906375 7.6813853 9.5770770 10.5662933 7.8020982 9.3805444 10.4021552 8.4487527 10.8151699 8.8704849 8.3420098 10.1930808 9.4142787 8.1572565 3.2030602 5.3444166 -0.8844340 NA 9.8315595 11.6176833 7.7630556 NA 7.0522355 7.6391591 9.4262102 7.8637904 8.3940468 9.4895502 1.1155660 11.6773627 3.7594541 10.4895501 2.1155993 10.3439051 11.0828237 8.9018670 10.8595903 9.8854353 1.4375474 10.7990307 10.2538692 11.0047211 7.8229563 9.3262688 6.3054216 5.2448794 13.9682245 10.1275235 10.4725996 10.9152798 10.9205352 9.3395991 7.0104151 10.3048043 9.9365742 10.8742371 NA 6.5832031 5.5913323 NA NA 7.5122024 9.2992328 11.1579408 10.7333266 10.4386523 -0.8844340 10.0374384 11.7143479 7.6194233 8.3658959 13.0093730 9.8646288 8.8366967 8.9181137 10.8953168 10.1134826 9.5523091 9.6371980 5.9357756 9.5003812 7.1816870 12.8828508 10.5898104 11.9959462 10.5704107 12.6181807 9.8944958 10.9269721 9.0374385 9.7917309 11.4417460 8.7247761 10.2930170 8.8486126 10.4895501 -0.8844340 10.0705207 10.4250738 10.0522353 7.9516478 4.0697967 9.0448558 9.7088578 0.7005285 10.6673058 12.0723021 9.3383923 2.4375207 9.0914454 8.7923127 10.3605559 -0.8844340 8.0463350 7.8870872 11.2789327 10.4107924 6.0344600 8.5079147 10.2608927 TCGA-FB-AAPZ 54 0 NA 716 pancreas stage iib t2 n1 mx 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 424.26.0 3 3 NA NA 1 1 1 1 1 1 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 4 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.699177e-06 5.895103e-07 10.1871317 1.5343107 3.5342858 0.5342609 6.8471701 13.7383993 7.4884829 NA 8.2381902 8.4913886 9.8774723 6.4169292 10.9495003 11.4711307 11.0465333 10.0888755 8.5759457 10.0936638 11.9276771 4.6635723 11.6722384 3.2347312 11.4665015 8.6687131 10.0059619 4.3922693 4.9937196 12.2952145 NA 9.2639074 2.5342858 9.0850334 3.2347312 9.4138699 9.1763385 7.8289076 NA 7.9937185 NA 6.2067116 9.4275882 15.7133794 8.4884829 7.9436776 9.6323188 10.1499163 10.4538949 14.7826590 8.9730785 -0.4657391 4.3922693 8.3331146 14.6524572 7.8150573 9.9233802 2.7042080 10.7110832 NA 6.8196886 8.5649539 8.9751558 3.4411780 3.7042080 7.7631054 2.7042080 8.2347264 1.8562288 10.5335820 -0.4657391 7.1563390 8.6789448 8.6506307 9.0039285 8.3448582 12.6672683 6.2347255 11.9581904 8.8127360 4.0578488 13.2963572 9.6070893 6.7631048 7.8344559 10.4971827 9.3432508 2.8562089 -0.4657391 9.2013981 9.7928528 7.3608348 7.7437398 9.6415038 5.8741355 14.2707943 9.8426257 9.6401952 9.8010733 11.3287025 11.1443887 8.6111023 10.2146462 5.6003768 10.7270911 10.2999872 9.6467261 NA 12.4864819 11.8165064 10.8864350 10.4933250 11.0440617 11.3620263 8.6030651 8.5594264 3.7822093 9.7228755 12.7516386 10.4723960 NA 2.3416442 6.4291037 11.9495003 10.3343777 13.5881277 8.2207870 6.5342873 9.4723960 6.3591820 7.2958378 9.5031837 10.2528195 11.3738842 6.8918384 9.8618394 9.5413139 4.3922693 1.5343107 12.3207605 3.8562188 4.0578488 10.9952544 12.4912073 1.5343107 9.6991936 7.2347264 9.4108037 5.1192483 7.9854976 9.4986275 11.7434354 9.0888754 9.7042116 4.1781410 7.2891742 9.7400799 7.6584079 10.6303429 NA 10.9249931 11.7357980 10.7216387 4.4411780 7.8380675 7.5286401 -0.019040 -0.019040 -0.019040 1.061800 0.360350 0.360350 -0.123390 0.300110 0.615710 -0.576440 0.473060 1.675900 0.413120 0.547530 0.547530 0.220510 -0.539180 1.096000 -0.040480 0.776760 0.393800 0.369500 0.392800 -0.102110 0.145330 -0.019040 -0.019040 0.285800 -0.297560 -0.097232 -0.110460 -0.168110 -0.403400 0.258330 0.300110 -0.564660 -0.549050 -0.576440 -1.292900 0.413120 -0.548950 0.000000 -0.529300 0.547530 0.547530 0.244980 -0.564060 0.102360 0.370680 -0.521940 0.372160 -1.292900 -0.040480 1.236600 -1.292900 0.393800 0.369500 0.019783 -0.550860 -0.550860 -0.102110 -1.292900 -0.549 0.000 -0.395 0.134 0.548 0.245 0.102 0.371 -0.539 -0.160 0.372 0.000 0.000 0.534 0.061 0.394 0.394 0.000 0.000 0.368 0.368 0.000 -0.551 0.286 0.286 0.360 0.360 -0.110 -0.110 0.391 0.391 0.300 -0.247 0.703 0.000 -0.341 -0.262 3.657 0.413 0.043 0.145 -0.549 0.000 -0.395 0.134 0.548 0.245 0.102 0.371 -0.539 -0.160 0.372 0.000 0.000 0.534 0.061 0.394 0.394 0.000 0.000 0.368 0.368 0.000 -0.551 0.286 0.286 0.360 0.360 -0.110 -0.110 0.391 0.391 0.300 -0.247 0.703 0.000 -0.341 -0.262 3.657 0.413 0.043 0.145 10.188027 10.906608 9.983435 11.260931 11.029142 8.981370 8.001892 6.057849 9.818532 9.690370 9.997811 10.025138 13.757534 12.554746 9.260505 7.584135 3.119257 10.549702 9.955300 10.313185 13.275779 11.197400 10.196065 10.510135 8.960551 10.628364 8.476801 10.265818 13.764307 10.505830 9.842626 9.174532 2.534286 13.296357 11.764307 2.993711 4.057849 10.503673 5.392269 10.369548 10.684034 8.913665 11.233425 7.699193 10.179044 10.323005 10.293343 13.238623 2.534286 NA 11.498266 13.035999 11.370491 10.936766 10.632319 9.789315 9.464255 11.0646930 10.9066077 12.0927074 11.5803875 NA 3.3416442 10.9495003 9.3640094 8.5427154 11.2609306 10.5868547 6.1041416 7.3416416 9.0120448 8.8196889 6.8196886 12.6252261 7.1061913 7.5566547 7.4650243 8.6865716 10.2164035 9.8185325 9.9136651 9.6230749 11.1187795 10.6224124 8.3829097 7.5455136 13.2536755 9.7546651 7.9854976 9.9978111 10.6104342 1.1192234 10.1796568 11.3270770 10.6197592 9.1545065 1.5343107 11.4779004 10.1183096 10.5663324 7.5621928 14.1246398 7.8150573 12.3697450 10.5187052 9.0341326 3.1192566 7.3902765 8.9457976 9.9552996 6.6840332 9.3821897 10.4328880 8.2207870 12.2102437 9.0715050 9.0140671 10.3914901 9.4446745 8.3351867 8.1504678 3.1192566 1.8562288 NA 9.1041424 11.1974000 8.9605514 NA 6.3024708 6.9937185 8.8539589 7.7774605 8.4590992 10.8386380 NA 12.4637300 2.1192566 10.1425415 1.1192234 10.2658179 11.2677257 8.4291046 10.6329768 10.5058302 -0.4657391 13.0891153 10.6329768 11.1826443 8.8127360 10.2799611 5.9266044 2.9937106 14.1382027 10.2689963 11.2515347 11.4538949 10.6985651 10.0955746 8.5029535 10.9865279 10.2866674 10.8590298 1.1192234 6.4531504 4.9605534 5.3922693 -0.4657391 7.0420818 9.8010733 11.0170946 10.6286679 11.0583386 NA 10.1736274 11.2334253 7.6991935 8.4138699 12.8719086 10.0100202 9.4092681 7.5895688 11.0931857 11.1300104 9.5201285 10.0400982 6.4884829 9.7228755 2.9937106 12.7516386 10.2630575 12.8810082 10.7558738 13.2386226 10.0480142 11.1690977 8.3287027 9.5031837 11.7916745 8.8763613 10.3384177 8.9093261 10.5144263 -0.4657391 10.0804288 10.8702352 10.7265795 4.1192483 1.1192234 9.2991583 8.0741436 0.5342609 10.9998531 10.9172403 9.5909244 1.1192234 9.4321322 8.7637064 10.6323188 NA 7.2757539 7.6941580 11.7694034 10.3480678 6.4650243 9.2656057 10.4054219 TCGA-FB-AAQ0 68 1 473 NA pancreas stage iia t3 n0 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 424.26.0 2 1 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 2 0 0 0 2 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.115302e-06 6.588645e-07 8.7357178 0.8287940 2.5657921 NA 4.8877202 13.6822019 8.0799151 NA 8.7155399 8.8194041 10.1966061 5.1018475 10.5176604 11.2767061 11.0370617 9.5624077 7.6490061 10.1173089 8.5453611 0.8287940 11.6690807 4.4917954 11.5837148 5.2211463 10.1310855 3.4137836 1.5657921 9.1552569 -0.7560872 9.3602089 4.9987506 7.6868086 1.8288346 9.4569691 7.3313281 8.1922321 -0.7560872 8.0186520 -0.7560872 2.8288346 6.7252613 15.4629955 8.5635368 8.6743173 9.6003168 11.3458405 9.9434373 14.6549786 8.5199892 -0.7560872 0.2439128 8.5058655 12.7372200 7.8305545 9.1142296 3.2438671 10.7776812 0.2439128 7.5657929 9.2662325 7.5522041 1.2438518 0.8287940 7.3260141 0.2439128 8.3936118 4.9987506 10.8094430 NA 8.2909888 8.2745319 6.2662318 7.6868086 7.9546715 12.6033399 6.3628065 11.6672434 8.8456356 5.7032973 16.0482732 9.9760322 7.3936118 8.1453651 10.2339688 1.5657921 1.8288346 NA 9.3099540 9.5680454 4.6361838 8.4870389 8.2154083 2.0512329 14.0454216 8.5544776 10.8608730 9.4822695 12.2736697 9.9768801 7.7236452 5.6361809 5.7195969 11.3813267 9.7664464 9.3928624 NA 11.2540433 12.2662327 10.9581103 10.3861506 11.0532310 11.3096175 8.8175120 8.5012528 6.3418968 9.5522039 13.0428428 10.5447893 NA 1.5657921 6.5567482 11.9901692 11.1443543 12.7949722 5.9717849 2.5657921 9.4212843 6.8115930 7.3471527 9.2786639 7.7516592 10.7058558 4.9717872 10.1775555 9.6393990 3.4917890 -0.7560872 11.8412191 4.1018433 3.4137836 9.9460375 11.6500699 0.8287940 9.3072600 8.1805030 9.9127498 3.9987551 8.0186520 8.8381895 11.6074521 8.7693856 9.7625179 2.5657921 6.5747812 9.4237740 8.2772879 10.6313437 NA 10.6221597 11.9623977 11.4615197 4.7032945 7.6659299 7.3679860 -0.2154000 -0.2203400 0.4966600 -0.0646430 0.0000000 -0.0087759 -0.2161400 -0.1725900 0.1383500 0.1106700 0.1106700 0.3390100 2.4636000 0.1180000 0.1180000 0.1095700 -0.2426500 -0.4894200 0.1602800 1.5858000 0.0622230 0.0622230 0.2030500 -0.2497800 0.1271700 -0.2154000 -0.2154000 -0.0630320 0.0000000 -0.9371800 -0.1556700 -0.0614200 0.1472600 -0.1725900 -0.1725900 -0.2095800 0.1278600 0.7734900 -1.2929000 -0.5780200 -0.0069195 -0.0085766 0.1722600 0.1180000 0.1180000 0.1095700 0.1095700 0.2115800 -0.5930200 -0.2426500 0.2119200 -1.2929000 -0.4891100 0.1719600 -0.6171900 0.0622230 0.0622230 -0.3397500 -0.5181800 -0.5181800 -0.2343500 0.0907200 0.000 0.000 0.161 0.161 0.118 0.118 0.212 0.000 -0.243 0.212 0.212 -0.477 -0.477 0.172 -0.445 0.000 0.000 -0.215 0.497 0.203 0.203 -0.340 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.173 -0.173 0.138 0.138 0.000 0.000 -0.600 -0.600 -0.234 0.000 0.000 0.000 0.161 0.161 0.118 0.118 0.212 0.000 -0.243 0.212 0.212 -0.477 -0.477 0.172 -0.445 0.000 0.000 -0.215 0.497 0.203 0.203 -0.340 -0.473 0.000 0.000 0.000 0.000 0.000 0.000 0.145 0.145 -0.173 -0.173 0.138 0.138 0.000 0.000 -0.600 -0.600 -0.234 0.000 9.4882286 10.5041964 10.2218602 11.0747761 10.3705693 9.6732716 9.1819741 5.7516592 9.6753624 9.8993956 9.9572514 9.7830236 13.9072006 12.5798134 8.8288274 6.6275689 0.2439128 10.3326531 9.3718592 10.0087365 13.5237938 10.8307046 10.4137899 10.2473827 8.2772879 10.4416958 8.4484360 10.5764161 13.1870206 10.4293598 10.6696053 8.2268582 4.3731470 16.0482732 10.6784931 2.2438518 1.5657921 10.2304180 NA 9.5106514 10.3293373 8.1173091 12.0934654 7.1567546 10.4852522 6.6868086 10.4762858 12.9036378 3.5657921 NA 10.6313437 13.4552969 11.4686534 10.2888394 10.4798791 10.2389254 7.7552221 10.2118115 10.5041964 11.9259816 12.6114161 -0.7560872 0.8287940 10.5176604 9.4324536 8.3206805 11.0747761 10.4187905 3.6361838 7.6447446 8.3180063 8.3602089 6.4917922 12.0256343 7.6487933 7.3153271 6.6014172 8.9162903 10.9184720 9.6753624 8.9954088 10.4068855 10.7713418 10.3438700 8.3497735 7.2211443 12.2266802 10.1530079 7.5702944 9.9572514 10.1775555 -0.7560872 10.5603105 11.1006794 10.4672633 8.0219422 2.8288346 11.3592337 9.9180572 10.6372553 8.6971354 14.8222670 6.8585741 12.9237847 10.2473827 9.8976056 0.2439128 7.9618155 7.9020766 9.3718592 6.9512241 9.4831412 9.4941632 7.0120490 10.6648777 4.4917954 8.8604138 10.6506013 9.7334820 8.2038667 8.7377202 7.0447646 -0.7560872 1.5657921 9.4187906 10.8307046 8.2772879 NA 7.1142296 3.0512155 7.0317679 8.1234479 6.3834157 11.3657221 -0.7560872 12.0445626 0.2439128 10.0704133 -0.7560872 10.5764161 11.3402506 6.6014172 10.4330717 10.4293598 1.5657921 11.9937343 10.2282834 11.6110065 8.8456356 9.0735876 4.9717872 4.7984550 14.3723426 9.6532559 9.6564347 10.8027495 11.6924974 7.7032966 7.2717711 11.3821366 9.9162902 11.3497733 -0.7560872 4.6361838 4.0512155 NA NA 7.3782914 9.4822695 11.0198865 10.2898088 10.4162923 NA 9.4654519 12.0934654 7.1567546 9.1582499 12.6492723 10.4906054 9.3086075 8.8895231 10.7367194 10.8525817 9.3059110 9.7053443 4.4917954 9.5522039 NA 13.0428428 10.2487875 11.9131928 10.7271768 12.9036378 8.9162903 11.1033996 6.8804896 9.2786639 11.5333074 7.8804896 10.3795742 8.7135068 9.1731232 NA 9.8786758 11.0877859 11.0979540 NA NA 8.7276806 8.5412628 4.6014172 8.7556173 12.1077917 9.0608486 NA 8.1922321 8.3725808 10.4798791 6.9233453 7.1018454 7.5612773 11.9063107 10.2620650 5.4533167 8.0317674 10.5674826 TCGA-FB-AAQ1 49 1 123 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r1 3 white not hispanic or latino 424.26.0 3 1 NA NA 2 1 2 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 4 0 0 6 5 0 5 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.491114e-06 6.935415e-07 9.2120226 -1.0011546 3.8062725 NA 8.3095314 12.7743229 7.3955230 NA 7.4167705 8.3387685 10.5549454 5.8062725 10.4746518 11.8904876 10.7860047 10.1949057 8.7471111 9.4167709 12.1882797 1.3208312 12.0233655 3.2468489 11.1778944 8.3997979 10.2586617 11.0371515 5.9058082 13.5818836 NA 9.3197189 2.3208601 10.0569101 3.1688506 9.3837021 7.7131638 8.3847807 -1.0011546 7.9960978 4.0433095 5.5224795 8.8459758 15.2360723 8.0703807 7.8190972 9.3197189 10.4188786 9.4051234 14.7210588 8.6748755 -1.0011546 3.9989176 8.6146767 13.8306710 7.4083094 9.9436304 3.8568961 10.7340513 NA 4.2468489 7.6713436 7.7062777 6.2180875 2.9058130 7.3520655 2.9989176 7.7933341 2.6993517 10.0282056 0.9989176 11.3758577 8.8522280 8.6264523 8.4927737 8.1100542 10.9136772 -1.0011546 12.0460423 8.9370277 6.3026992 14.8436732 10.8098916 6.5988312 7.4898496 10.0157267 9.5573391 2.6993517 -1.0011546 8.9103102 9.5979013 7.7336282 8.6766380 9.3641471 6.0863804 14.6079817 10.2229201 10.8074804 8.7571416 11.9543867 11.0212862 8.2397097 6.7933341 5.5838801 11.2570044 9.5941758 9.3894313 NA 9.9523873 12.3340296 10.3923410 10.0402490 10.7365882 11.4902705 9.1448504 8.3387685 6.1688426 8.7217260 12.6475007 9.9318712 NA 1.8062828 7.6889161 12.3407152 11.1172106 13.2779485 7.1022067 5.9531139 9.4449679 7.8333892 7.6642546 10.6150077 10.5101769 10.7370107 5.8692841 9.2456589 9.4716092 5.0650078 1.9989176 11.7652402 2.1688346 2.8062828 10.4786986 12.1649245 5.4907723 9.8182992 7.3123003 9.3287146 5.8190985 9.2586617 9.2854762 11.0810674 9.1022062 10.4619318 0.9989176 7.1887431 9.5563821 7.5185548 10.3146340 -0.6337477 10.7416488 12.4412140 10.5037374 4.6713443 7.7437519 6.1384705 0.092938 0.076152 0.076152 -0.044128 0.143860 0.138000 -0.273310 -0.125490 0.368560 0.146090 0.146090 0.146090 1.187900 0.561360 0.153390 1.326100 -0.025055 -0.253570 0.178620 0.154740 -0.079327 -0.079327 0.739500 0.000000 0.000000 -0.238120 -0.194980 -0.140710 -0.190720 -0.273310 0.140000 0.139460 0.148920 -0.125490 -0.125490 -0.279400 0.369880 0.146090 -0.277070 -0.258160 -0.049678 -0.049678 0.151600 0.153390 0.153390 -0.267190 -0.267190 -0.063311 -0.060866 -0.025055 0.161200 -0.253570 0.163720 0.154740 0.154740 -0.079327 -0.079327 -0.017512 -0.243250 -0.243250 0.000000 0.000000 0.000 0.000 0.152 0.152 0.561 0.561 0.000 0.000 0.000 0.161 0.161 -0.075 0.179 0.155 0.155 0.000 0.000 0.000 0.000 -0.204 0.000 0.000 -0.243 0.000 0.000 -0.053 0.138 -0.273 -0.134 0.149 0.149 -0.125 -0.125 0.369 0.369 0.146 0.146 -0.258 -0.258 0.000 0.000 0.000 0.000 0.152 0.152 0.561 0.561 0.000 0.000 0.000 0.161 0.161 -0.075 0.179 0.155 0.155 0.000 0.000 0.000 0.000 -0.204 0.000 0.000 -0.243 0.000 0.000 -0.053 0.138 -0.273 -0.134 0.149 0.149 -0.125 -0.125 0.369 0.369 0.146 0.146 -0.258 -0.258 0.000 0.000 10.183174 9.847541 9.896764 10.836940 10.380461 9.043313 7.591376 6.947285 9.292390 9.693276 9.469577 9.649073 13.168765 12.603819 9.419931 8.112661 3.953116 10.405655 10.645477 9.892220 13.538350 10.937395 11.279689 10.131418 7.674875 10.460398 7.433546 10.685695 13.423347 10.524929 9.513632 8.096951 2.806283 14.843673 11.746272 5.065008 2.806283 10.464485 NA 9.832599 10.743752 8.382623 11.400065 7.875435 10.604861 8.883089 10.728964 12.492273 1.320831 -1.001155 10.744593 12.862040 11.249545 10.710168 10.075734 10.096950 9.341093 10.4695772 9.8475413 11.6430000 11.9699230 1.9989176 4.7268367 10.4746518 9.4977676 8.6941468 10.8369405 9.9668650 6.4665243 5.5988326 8.2325380 8.6713436 7.2563059 12.2969809 8.2875766 7.1688436 7.3955230 8.5969709 9.8412608 9.2923900 9.1924437 10.1473950 11.4917730 10.3750438 7.9502030 7.1587894 13.1404668 10.4093697 7.9177814 9.4695773 10.9491097 -1.0011546 9.5268644 11.1298107 9.9487451 8.5458128 1.8062828 9.9296556 9.8708237 11.0024363 8.7285393 13.2603522 7.8723628 11.8648449 9.7437523 8.4685601 3.9531162 7.3095309 9.5659238 10.6454771 7.3432141 8.9840487 8.9266963 7.2515837 13.0489370 6.1788282 8.1813128 10.4444506 9.6534649 8.0405774 10.5157707 NA NA NA 9.8914613 10.9373953 7.6748751 -1.0011546 7.9675854 4.1282027 9.1650813 7.7704075 8.7114453 8.5047300 NA 11.9851160 3.5224827 9.7370107 3.3912316 10.6856947 11.5227254 8.8522280 10.1961351 10.5249285 -1.0011546 13.9110592 10.6954513 11.3687883 8.9370277 9.2420923 5.5838801 3.6993628 14.1739611 9.5687739 9.7662753 11.1930781 11.1685303 9.1371902 5.4746534 10.7810975 10.0676967 11.0757340 NA 6.4987647 4.7538077 NA NA 7.2657051 8.7571416 11.1120094 9.8416615 10.5899732 0.9989176 9.7036866 11.4000645 7.8754354 9.6145481 12.7441725 9.9077163 7.7604698 9.1650813 11.1103801 10.6094819 10.0350920 10.5307872 5.1282027 8.7217260 0.5839041 12.6475007 10.1133114 12.3076840 10.3761289 12.4922735 9.6810351 11.2195990 9.9502032 10.6150077 11.4403064 8.6958860 10.3992641 9.0903538 9.7454327 NA 10.2563062 10.6717856 10.0850547 0.5839041 2.9058130 9.1152624 8.8660119 0.5839041 9.4756645 10.8303721 9.7454327 0.9989176 8.6227997 8.2626807 10.0757340 NA 7.7571413 7.3343090 11.4865072 10.2295394 5.5380787 7.7868211 10.7353204 TCGA-FB-AAQ2 81 1 153 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r1 2 white not hispanic or latino 424.26.0 2 1 NA NA 3 2 4 3 3 1 0 0 5 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.768531e-06 4.854791e-07 9.6140110 0.4812989 4.8032270 NA 5.3392764 12.7775441 7.2092174 0.4812989 7.8963342 7.9407288 10.7938019 5.4661899 10.3725744 11.7477264 11.0809000 9.7077092 9.1689644 8.6809695 8.9758193 5.8388484 11.7705474 3.8505294 11.6558066 6.4737626 10.4335529 9.6776943 3.3557634 4.7036877 -1.1037669 9.7236772 3.8963300 8.4680872 3.1442585 9.1932508 9.2160066 8.9731500 0.4812989 8.6225526 0.4812989 4.9187011 7.5898212 15.9576002 8.3057252 9.7766834 8.8577842 10.5656625 8.3801502 15.1176951 9.1227467 1.2182852 5.7165136 9.5690338 14.0367250 8.9461831 9.6891248 2.8963300 10.9297575 NA 4.5967742 7.3639402 8.4451564 6.5036652 1.4812989 8.1840467 2.2182542 8.3014761 2.3557775 10.2794988 -1.1037669 10.7465214 8.5634461 6.9075613 8.0126787 9.4325818 11.9333666 4.8505294 11.8393987 9.6686491 7.5758145 13.8898921 10.4403330 5.4661899 7.9477883 10.3366846 10.5638896 2.0662614 NA 9.5545461 10.1601905 7.1203364 8.8329726 10.4604841 5.9297579 16.0034494 10.9152302 10.8963345 9.6217008 11.7690094 10.8362809 8.1513632 6.1817367 6.4198962 11.1502440 9.6636913 9.8490757 -0.1036119 10.0818295 12.1320496 10.6614755 10.1804414 10.5270566 11.5110444 8.6956160 8.0935512 6.1347384 7.1771055 13.4215494 9.9502603 -1.1037669 1.2182852 7.8563365 11.5974243 10.7097149 13.1029674 6.7972011 4.2538834 9.6114385 7.9137553 7.8707494 9.8099719 11.0425850 10.3104912 6.2538872 9.4850492 9.6874975 4.3225988 3.2182697 11.5896037 3.8963300 3.8032270 10.4267409 12.6902426 5.2001159 10.0352463 6.8218594 10.5527594 4.1817387 9.3025395 9.9200889 11.3859316 9.3557662 10.2848900 4.2182620 8.3961805 9.9068626 7.7636134 10.5963406 -0.7933568 10.5806449 11.6090764 10.7709317 5.0256180 8.0281917 7.6140111 1.3680000 0.0108420 0.0108420 0.0000000 -0.0277870 -0.0013858 -0.2017400 -0.1568200 0.0102850 -0.4827100 -0.4827100 2.6547000 -0.4792300 0.8207900 0.7453700 -0.4608900 -0.1903600 -0.4662100 -0.0366740 0.0485460 0.0112610 0.0112610 0.0075765 -0.0784110 -0.0974290 0.0186630 -0.4615300 0.0000000 0.0020805 -0.2017400 -0.2017400 -0.2017400 0.0083351 -0.4798000 -0.1568200 -0.4822900 0.0090312 -0.4827100 -0.4792300 0.0081959 -0.2560000 -0.2560000 -0.3990800 0.8643300 -0.4412400 -0.4608900 -0.4608900 0.4582000 0.0100060 -0.1903600 -0.4541500 -0.4662100 -0.0366740 0.0485460 -0.4716200 -0.5402700 0.0112610 0.0088920 -0.1922400 -0.1922400 -0.0784110 -0.0784110 -0.256 -0.256 0.000 0.000 0.259 -0.202 0.457 0.000 -0.190 0.000 0.000 -0.430 0.000 0.000 -0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.000 0.000 0.000 0.000 -0.202 -0.202 0.000 0.000 -0.157 -0.157 0.000 0.000 -0.483 -0.239 -0.479 0.000 0.000 0.000 -0.256 -0.256 0.000 0.000 0.259 -0.202 0.457 0.000 -0.190 0.000 0.000 -0.430 0.000 0.000 -0.472 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.192 0.000 0.000 0.000 0.000 -0.202 -0.202 0.000 0.000 -0.157 -0.157 0.000 0.000 -0.483 -0.239 -0.479 0.000 0.000 0.000 10.3136597 10.7808867 9.9012572 11.9443104 10.2697435 9.4756506 8.6711217 7.5073594 9.6420089 9.7276418 9.6776943 9.6140110 13.3586451 12.4794173 9.0996826 6.5898219 6.3801511 9.7636132 6.5967742 10.7578092 13.1765659 12.0376434 10.1642916 10.7639993 8.2972139 11.1747840 7.9516169 10.0872456 12.8392155 9.1736219 9.2907971 9.3901900 4.8032270 13.8898921 11.9195691 2.4812989 5.0460806 10.2086503 NA 8.7789776 11.0194859 8.5933022 11.1762352 8.5705267 10.4642906 8.5220432 10.9877699 12.6972344 3.9407306 -0.1036119 11.3001455 13.1487043 11.4635824 10.7183037 10.8768312 9.4354934 8.5849696 10.7149167 10.7808867 11.7371124 9.8233717 -1.1037669 3.6512239 10.3725744 8.4238113 7.8476193 11.9443104 10.7300153 5.3225988 7.5036652 7.9784834 8.5293298 7.1155025 11.1203362 8.8378663 8.1371259 8.0587256 8.8241126 9.7339625 9.6420089 9.9711450 9.0243288 10.6453659 10.2467212 7.5329590 8.2604694 13.3706108 10.1191294 8.4718739 9.6776943 10.6665855 2.4812989 7.6200636 10.6255304 10.2800388 8.6826042 0.8963106 10.4580998 10.3099624 10.8537994 8.6428488 14.3726061 8.2182624 12.5267154 10.2333988 8.4850492 6.3801511 7.2210999 4.2886539 6.5967742 6.1347384 9.3827472 9.6866830 5.6242559 13.2331200 7.3680096 8.9242407 10.5347704 9.4906592 9.3243388 7.7449576 -1.1037669 NA -1.1037669 9.0435395 12.0376434 8.2972139 NA 6.9784840 5.5110442 8.3162947 9.2472736 7.0358856 9.9221662 -1.1037669 12.2063792 5.1442626 8.1978305 -0.1036119 10.0872456 11.7149167 8.8151979 9.9751525 9.1736219 NA 12.8785260 10.7994632 10.8215180 9.6686491 10.0849234 6.0460806 4.4509209 13.4374311 9.3941863 10.2697435 10.9672906 10.1130804 9.9145346 5.3225988 10.5284209 10.2886519 10.5347704 -1.1037669 4.3881895 4.3881895 NA NA 6.8329723 9.6217008 10.4571450 8.9575978 10.2832748 0.4812989 9.8233717 11.1762352 8.5705267 9.4499639 12.9793151 9.6097210 7.6036938 8.4906592 10.9983102 10.9176616 10.5496275 11.0662595 5.5110442 7.1771055 7.1490002 13.4215494 10.6776942 13.1933224 10.3573023 12.6972344 9.0574665 11.0269051 5.5967742 9.8099719 11.9009061 7.0612416 10.4685610 9.1009057 9.7519817 NA 9.7028842 10.7736187 8.7896360 6.0358856 1.2182852 9.1311519 8.4687128 0.8963106 8.6208485 10.8436208 9.6470416 1.2182852 9.4509234 8.6846452 10.8768312 -0.1036119 8.1607770 7.8764740 12.0157620 10.3283544 6.1251531 8.1057881 10.8977427 TCGA-FB-AAQ3 65 1 31 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2010 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 424.26.0 2 3 NA NA 1 1 1 2 1 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.837885e-06 4.161249e-07 8.2087855 3.0461592 4.7160141 NA 7.5055972 13.5587261 7.1940644 NA 7.1866461 9.1773206 9.8393991 5.1716952 9.1239520 11.3838601 10.2350912 9.7678858 9.4617150 9.3664529 11.8464769 3.4936217 12.4377018 1.1717192 11.4985001 8.1829232 9.9007503 5.9961243 4.1102964 12.5329088 NA 8.4069125 4.1716952 8.5467355 2.7566604 9.2538451 6.7160169 8.0543390 NA 7.8535204 0.5866927 4.3940888 7.8813544 14.0835874 8.7440807 7.4005149 9.9030151 11.1782559 9.8825026 14.8450052 8.0945280 NA 4.7961876 7.8879553 13.5869097 8.6952582 8.5496295 2.9086592 11.7285214 NA 8.4447147 8.1940639 8.0087984 1.1717192 2.5867407 6.7864056 0.5866927 7.9918750 4.1102964 10.2706054 1.1717192 2.1716872 9.8663442 8.4540122 7.1336283 8.6063241 12.0505134 5.7961876 12.9990388 8.5754182 4.9442869 14.0535748 11.2427115 0.5866927 5.9817956 9.3349264 9.0461653 1.5867407 2.9086592 9.7402855 9.5070864 6.7364804 8.8059022 10.1004612 3.6742007 14.0122773 9.5668732 10.2591589 9.0745737 11.2404744 9.2975399 7.0624671 5.5409293 5.1102964 9.8225563 10.1866464 10.3165583 -0.4133073 12.0387174 13.1529066 9.5438357 9.8412544 11.3193250 11.5923581 7.6420163 8.4037172 6.4936249 8.2377855 13.0363981 8.1866466 NA 1.5867407 6.3549176 12.1770867 12.2170007 13.1220090 6.5292478 5.4447134 8.3516054 7.1641628 8.3112474 9.8709793 10.8107353 10.9165299 5.4693781 10.2233582 9.7173042 5.2305912 NA 12.0591706 3.2871768 2.3940751 10.9103514 11.3269360 3.2871768 8.8155524 7.0213620 8.4632505 5.3146530 7.9176507 9.8523486 11.2551754 10.0845855 11.4431591 5.3940888 6.2160901 9.1565893 6.7765580 9.4085077 0.9652487 10.3018376 10.7453433 10.3222896 3.6742007 8.4540122 8.0785869 -0.17954000 1.05700000 0.01112100 0.00027728 -0.01216200 -0.01216200 0.01279500 -0.00940460 0.00861350 -0.10837000 -0.10837000 0.23349000 -0.39530000 -0.01835300 -0.01835300 -0.01835300 -0.00788630 -0.38884000 0.37364000 0.03242200 0.01070300 0.01070300 0.01042400 -0.05071500 -0.05071500 -0.17954000 -0.17954000 0.00138140 -0.01216200 0.01279500 0.00883560 0.00849700 -0.05765400 -0.00422660 -0.00940460 -0.40252000 0.00861350 -0.39219000 -0.79444000 -0.05537900 -0.00027724 -0.00027724 0.00319100 -0.01835300 -0.01835300 -0.01835300 -0.01835300 0.02768500 0.01586600 -0.00980720 0.01307400 -0.39100000 -0.39308000 0.03242200 -0.44835000 0.01070300 0.01070300 -0.40606000 -0.39753000 -0.39753000 -0.05071500 -0.05071500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 0.000 0.000 -0.448 0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 0.000 0.000 -0.392 -0.233 -0.338 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 0.000 0.000 -0.448 0.000 0.000 -0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 0.000 0.000 -0.392 -0.233 -0.338 0.000 0.000 0.000 8.776558 10.851763 9.642016 11.029159 9.923240 7.766643 8.751640 5.834661 9.246729 9.672870 9.569727 9.562581 13.652203 12.893365 8.906406 7.294092 1.586741 9.935462 9.793748 9.915409 11.726605 11.972596 10.592358 8.700476 7.668883 9.489109 7.700476 10.448503 12.994798 9.983338 9.331568 8.384395 3.908659 14.053575 10.410897 1.908659 1.586741 10.274109 NA 9.684766 9.949773 7.815552 11.455170 7.890514 10.181991 8.652823 11.228785 12.250514 4.796188 1.586741 10.577547 12.942222 10.334650 8.740134 9.527781 9.481551 8.566330 9.2992607 10.8517625 11.3766747 13.0419324 NA 2.5867407 9.1239520 8.8675042 8.4996231 11.0291588 10.1004612 4.9442869 6.5174710 8.2087855 9.2889062 6.2160901 12.9059823 7.4008991 7.5923584 7.1336283 10.1122544 10.2741093 9.2467294 10.0430880 9.5189484 11.6602057 10.5867336 9.5380184 9.2124424 12.3321978 9.3778966 9.2341921 9.5697271 9.0522999 2.9086592 10.6434797 11.4156634 9.6808113 8.1679344 3.3940888 10.6365821 9.6887093 10.1004612 7.6201568 13.1214012 7.2662140 11.7166605 10.2060366 8.7339386 1.5867407 7.6256526 8.9725959 9.7937480 7.1565888 9.0806691 9.3009792 6.7566591 10.9343550 8.2732343 6.7262849 10.6481048 9.4481772 8.1903600 6.3146548 8.0665139 NA -0.4133073 10.0213619 11.9725960 7.6688829 1.9086592 8.1336283 3.8346607 8.1716962 6.0296782 7.2160901 10.0835874 0.5866927 11.4686123 -0.4133073 9.4212046 2.1716872 10.4485029 10.8071119 8.8322862 10.9415339 9.9833384 2.1716872 11.2992606 9.3163544 10.2494020 8.5754182 9.5711521 4.6741951 4.9086640 14.0724371 8.9876131 10.5972617 11.1618000 10.6847657 8.4815512 6.2305892 10.8865140 9.3315675 10.3103945 NA 7.6201568 4.6741951 NA NA 8.8059022 9.0745737 10.2305898 10.1995652 9.9354618 0.5866927 9.4951263 11.4551704 7.8905142 9.1355554 12.5679441 9.2244091 8.2341918 7.3811492 11.3586357 10.5460111 9.5380184 9.4259374 3.7566604 8.2377855 2.3458789 13.0363981 11.0477014 12.4341825 9.9541483 12.2505140 8.6952582 10.8334742 8.3449567 9.8709793 9.9617731 8.3615206 9.5711521 7.6311276 10.0502580 -0.4133073 10.3035530 9.8709793 10.0915525 0.5866927 NA 8.6768460 8.7325640 4.2305873 8.8275250 11.0282876 8.6007540 NA 8.7691281 8.4815512 9.5277812 4.1716952 8.0584090 8.8299076 11.8152517 10.3290431 6.1413224 8.1791905 9.6215325 TCGA-FB-AAQ6 85 1 244 NA pancreas stage ia t1 n0 mx 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 424.26.0 2 1 NA NA 1 2 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.90066850 3.23107906 4.55300409 NA 5.97523580 13.78556759 7.76089555 2.23106370 7.62339210 7.73569479 10.33331281 7.24899680 10.65313940 11.30476103 10.86261551 9.50160355 8.09402172 9.57270458 10.16535525 0.90912024 11.58818674 2.71650809 11.49034715 6.35208934 9.94806552 9.07153798 NA 10.07656471 -0.09080294 9.14276621 4.60958360 8.16181212 3.36857281 9.79788975 7.27546899 8.53485534 NA 8.65398040 NA 4.95353997 7.61650547 15.78141263 8.31853739 7.62339210 9.87493080 10.44539379 9.24676838 14.55159319 8.19916535 NA 3.49410835 7.60500089 12.68022331 7.39296220 8.89783124 2.71650809 10.95012120 0.90912024 9.71650157 7.72932572 8.32699926 NA NA 7.85751391 1.49410835 8.53850324 -0.09080294 10.30895853 -0.09080294 5.69050649 8.82502586 7.09897111 8.76089555 8.91477109 12.70782086 4.76712508 11.64850526 8.63024564 5.58157119 15.74751340 10.48657541 7.00717868 7.74998739 10.06901790 3.71649711 -0.09080294 -0.09080294 9.14755144 9.55119818 7.39296220 8.71004632 9.39899459 4.43270558 14.92521487 8.98863129 11.07781866 9.00190383 12.05698748 10.54667707 8.23557629 3.49410835 5.33541179 11.09631925 9.87059621 9.34585806 NA 11.58510362 12.42730792 10.46192129 10.47330555 11.51138146 11.64216188 8.94256963 9.23107474 6.83988403 9.68886590 12.97943525 9.94256963 NA 2.90913945 6.36857805 11.55029515 11.51045310 12.93636146 6.83988403 4.36857979 9.05380481 6.58411617 7.12831506 9.34818793 10.27874389 11.08905569 4.95353997 9.68886590 9.53668044 4.36857979 2.90913945 11.54667712 3.90914905 4.95353997 9.54395767 11.43808899 -0.09080294 9.27546876 7.47900253 10.13555873 4.60958360 8.05380481 9.25787479 11.46995703 9.25787479 10.75228246 2.71650809 6.09897111 9.72932555 7.60263355 10.47520063 NA 10.30468067 11.33331286 10.65145600 4.23107138 7.56735835 6.66403477 -0.40315000 -0.41645000 0.71740000 -0.00037619 -0.61573000 0.02024300 -0.00037619 0.00795730 0.02332600 -0.01487700 -0.01487700 3.65690000 -0.08037000 0.00467820 0.00467820 0.00467820 0.00851410 -0.59806000 0.01618600 -0.20208000 -0.05950000 -0.05950000 0.19653000 -0.08409200 -0.08435700 -0.40315000 -0.40315000 0.00000000 -0.60706000 -0.00037619 -0.00037619 -0.00037619 0.01534700 0.00795730 0.00795730 -0.62770000 0.02332600 -0.01487700 -0.61342000 -0.60097000 0.00795730 0.00795730 -0.02147000 0.00467820 0.00467820 0.00467820 0.01339300 0.22396000 0.23044000 0.00851410 0.01549200 -0.59806000 -0.59572000 -0.62099000 -0.61918000 -0.05950000 -0.05950000 -0.02453600 0.01520800 0.01520800 -0.08409200 -0.09106800 0.000 0.000 0.000 0.000 0.000 0.000 0.224 0.230 0.000 0.000 0.000 -0.598 0.000 -0.619 -0.619 0.000 0.000 -0.415 0.303 0.197 0.197 0.000 0.000 0.000 0.000 -0.607 0.000 0.000 0.000 0.000 0.000 0.000 -0.617 0.000 0.000 0.000 0.000 -0.601 -0.601 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.224 0.230 0.000 0.000 0.000 -0.598 0.000 -0.619 -0.619 0.000 0.000 -0.415 0.303 0.197 0.197 0.000 0.000 0.000 0.000 -0.607 0.000 0.000 0.000 0.000 0.000 0.000 -0.617 0.000 0.000 0.000 0.000 -0.601 -0.601 0.000 0.000 9.410984 10.231075 10.063965 11.624251 10.067756 10.110045 9.406998 6.231075 9.613050 10.343775 9.742037 9.626823 13.070121 12.430256 9.288525 6.301463 5.231075 9.984626 10.353126 10.179442 13.452188 11.582456 10.180610 9.623392 7.602634 9.782591 8.825026 10.478480 13.318935 10.762456 10.102672 7.326999 3.079071 15.747513 10.550295 2.231064 2.716508 10.143964 5.368580 10.350016 10.988631 8.118600 11.866611 8.161812 11.057623 7.028087 11.213498 12.304948 4.432706 NA 11.242302 13.512077 11.537218 10.285077 10.191077 10.374713 8.560306 9.97658088 10.23107462 11.92246923 12.67795118 -0.09080294 2.49410835 10.65313940 9.11616095 8.68063590 11.62425057 9.91477109 7.08905529 7.96442925 8.99129565 8.77642547 6.52385674 11.62038333 7.75651696 7.53850324 7.71004667 8.72932538 10.46085486 9.61305016 9.99395494 10.58068764 11.43955291 10.19801266 8.00717868 7.04869829 12.22061110 10.19685892 8.77333276 9.74203654 10.95558852 1.90915865 10.21344085 11.09340205 10.10881898 9.00190383 3.23107906 11.34012176 9.79636722 10.59126333 7.55300255 13.25108230 6.87493095 12.99727226 10.03842960 8.65398040 5.23107522 6.85938197 8.69050614 10.35312609 6.55300255 9.74863381 9.12831506 6.76712773 9.58862676 5.46373688 8.75776934 10.87781333 9.32678809 9.14516080 6.27038878 5.33541179 3.36857281 1.49410835 9.09897111 11.58245566 7.60263355 NA 7.46373524 4.55300409 8.69704922 8.12831506 6.69050649 9.45604099 NA 12.04869792 3.81603644 10.24676850 0.90912024 10.47848004 11.53895854 8.24899680 10.68063608 10.76245612 NA 12.02451541 10.82053855 10.67650341 8.63024564 9.17124136 6.11860060 2.90913945 14.19563214 9.55119818 8.74835020 11.41983660 11.01243438 8.69378139 5.36857979 10.79026051 9.79636722 11.14456253 NA 6.17593372 5.23107522 5.36857979 2.23106370 5.71650260 9.00190383 11.14096777 10.02135146 10.68968634 NA 9.83988387 11.86661142 8.16181212 9.00190383 12.62874929 10.43368829 8.82502586 7.52385674 10.88140844 11.27054208 9.80396431 10.04613769 4.86334381 9.68886590 2.49410835 12.97943525 10.04869788 11.91547265 9.92177118 12.30494844 9.38892676 10.91897516 11.08967736 9.34818793 11.84320596 7.50905922 10.80472186 9.03068010 9.56557147 NA 10.62767942 10.77565275 10.58862667 -0.09080294 NA 8.67733100 8.13531785 3.99660568 8.21292724 11.15671217 9.78259073 NA 9.12831506 8.79178966 10.19107662 0.90912024 7.60263355 7.69050649 11.47281952 10.61045305 4.60958360 6.82800951 10.46852365 TCGA-FZ-5919 59 1 741 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2007 yes pancreas-adenocarcinoma ductal type yes NA NA NA 9 white not hispanic or latino 106.43.0 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.030677 -0.030677 -0.030677 0.032140 -0.041024 -0.041024 0.000000 -0.147850 0.328540 0.028763 0.028763 0.028763 -0.210320 -0.216020 -0.090361 -0.090361 0.040609 -0.135230 -0.135230 -0.067458 0.045282 0.045282 0.079923 -0.016429 -0.016429 -0.030677 -0.030677 0.028903 -0.041024 0.000000 0.000000 0.000000 0.022191 -0.147850 -0.147850 -0.147850 -0.158220 0.028763 -0.483020 -0.210320 0.026514 0.026514 0.033549 -0.216020 -0.090361 -0.090361 -0.090361 0.032422 0.035242 0.040609 0.030985 -0.135230 -0.135230 -0.067458 -0.106560 0.045282 0.045282 -0.083465 -0.174360 -0.174360 -0.016429 -0.016429 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.174 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.329 0.329 0.000 0.000 -0.210 -0.210 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 -0.135 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.174 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.329 0.329 0.000 0.000 -0.210 -0.210 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-FZ-5920 52 1 61 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2007 yes pancreas-adenocarcinoma ductal type yes NA NA r0 3 black or african american not hispanic or latino 106.43.0 2 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.2070900 2.6316000 0.1596500 0.0213230 0.5048100 0.7945200 -0.2164800 -0.2165100 0.0177070 0.0203430 0.0203430 0.0203430 0.5081100 -0.1805500 0.4253600 1.5908000 -0.0762780 -0.1827000 -0.1827000 -0.0930060 0.0430150 0.6478100 -0.2146600 -0.0549600 -0.0419740 -0.2070900 -0.2070900 0.0213230 -0.0095821 -0.2164800 -0.2001200 -0.1976200 0.0182450 -0.2165100 -0.2165100 -0.2165100 0.0041632 0.0079958 -0.2310400 -0.0421100 0.1992300 0.1992300 -0.1477200 -0.1805500 0.4253600 -0.2095800 -0.2095800 -0.1995000 0.0308730 -0.0762780 0.0127750 -0.1827000 -0.1827000 -0.0930060 -0.4143200 0.0430150 -0.2068500 -0.3935200 -0.2235500 -0.2235500 -0.0549600 -0.7215500 0.199 0.199 0.000 0.000 -0.210 -0.210 -0.199 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 -0.047 0.160 -0.215 0.000 -0.394 -0.224 0.000 0.000 0.000 -0.164 -0.200 -0.200 0.000 0.000 -0.217 -0.217 0.000 0.000 0.000 0.000 -0.189 0.000 0.000 0.000 0.199 0.199 0.000 0.000 -0.210 -0.210 -0.199 0.000 0.000 0.000 0.000 -0.183 -0.183 0.000 0.000 0.000 0.000 -0.047 0.160 -0.215 0.000 -0.394 -0.224 0.000 0.000 0.000 -0.164 -0.200 -0.200 0.000 0.000 -0.217 -0.217 0.000 0.000 0.000 0.000 -0.189 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-FZ-5921 85 1 155 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2007 yes pancreas-adenocarcinoma ductal type yes NA NA NA 1 NA NA 106.43.0 2 NA 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0673750 0.0673750 0.0673750 0.1087700 -0.0241140 -0.0241140 0.0000000 -0.1547700 0.2671800 0.1554700 0.1554700 0.1554700 -0.1506700 -0.0456720 -0.0564420 -0.0564420 0.1475600 -0.0389860 -0.0389860 0.4371600 0.0801680 0.0801680 0.1567900 0.0140510 0.0140510 0.0673750 0.0673750 0.0058309 -0.0223320 0.0000000 0.0000000 0.0000000 -0.0018014 -0.1547700 -0.1547700 -0.1547700 0.2671800 0.1547200 -0.1506700 -0.1486200 0.0029133 -0.1612400 -0.0561730 -0.0456720 -0.0564420 -0.0564420 -0.0783780 0.1395400 0.0404680 -0.1534900 -0.0071958 -0.0389860 -0.0389860 0.4371600 -0.2454500 0.0801680 0.0801680 -0.1461800 0.1401300 0.1401300 0.0140510 0.0140510 -0.146 -0.146 0.000 0.000 0.000 0.000 0.140 0.000 0.148 0.000 0.000 0.000 0.000 0.437 0.067 0.000 0.000 0.000 0.000 0.157 0.157 -0.148 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.155 0.267 0.267 0.155 0.155 -0.151 -0.151 0.000 0.000 -0.146 -0.146 0.000 0.000 0.000 0.000 0.140 0.000 0.148 0.000 0.000 0.000 0.000 0.437 0.067 0.000 0.000 0.000 0.000 0.157 0.157 -0.148 0.140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.155 -0.155 0.267 0.267 0.155 0.155 -0.151 -0.151 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-FZ-5922 81 1 1101 NA pancreas stage iia t3 n0 m0 26-3-2015 male 2007 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 106.43.0 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.00147490 0.00147490 0.00147490 0.00000000 -0.37494000 0.02048300 0.00388540 -0.00072600 0.00277450 0.73625000 1.01050000 0.02876300 -0.37324000 -0.00277070 -0.00277070 -0.00307750 0.00221930 -0.00124730 -0.00124730 -0.01320600 -0.00166290 -0.00097017 -0.00539920 -0.03397700 -0.03397700 -0.37943000 -0.37943000 0.00000000 -0.37494000 0.00388540 0.00402430 0.00972760 0.00194180 -0.00027724 -0.00072600 -0.38990000 0.00277450 0.00180300 -0.74803000 -0.37324000 -0.02794500 -0.02794500 -0.00290910 -0.00277070 -0.00277070 -0.00307750 -0.00267670 -0.00671910 0.00388540 0.00221930 0.00166420 -0.00124730 -0.00124730 -0.01092200 -0.01320600 -0.00166290 -0.00097017 -0.01847800 0.00124810 0.00124810 -0.03397700 -0.03397700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.372 0.000 0.000 0.000 0.000 -0.373 -0.373 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-FZ-5923 71 1 619 NA pancreas stage iv t4 n1 m1 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 106.43.0 1 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.1402100 0.1402100 0.1402100 0.0047434 -0.0354480 -0.0354480 -0.0052610 -0.0623610 0.1545900 0.0455660 0.0455660 0.0455660 -0.0329960 0.0016642 0.0016642 0.0016642 -0.0223320 0.0137720 0.0137720 1.7945000 0.0072217 0.0072217 -0.0079702 -0.0091286 -0.0091286 -0.2702100 -0.2702100 0.0047434 -0.0354480 -0.0052610 -0.0052610 -0.0052610 0.0019418 -0.0623610 -0.0623610 -0.0623610 0.0207630 0.0455660 -0.5726900 -0.0329960 -0.2804900 0.1948200 -0.0796090 0.0016642 0.0016642 0.0016642 0.0016642 0.0000000 -0.0568460 -0.0223320 -0.1272400 0.0137720 0.0137720 -0.0019399 -0.2950800 0.0072217 0.0072217 -0.0037395 -0.0768120 -0.0768120 -0.0091286 -0.0091286 -0.280 0.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.293 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.280 0.195 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.293 0.000 0.000 0.298 0.298 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-FZ-5924 83 1 480 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 106.43.0 2 3 5 6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.46014000 0.44308000 0.44308000 0.00097064 -0.47353000 0.01894300 0.01782400 -0.22576000 0.01321300 0.00944910 0.00944910 0.01167900 -0.47554000 0.48975000 0.48975000 -0.46897000 0.01153900 -0.47757000 0.01861300 -0.46664000 -0.43279000 0.02665400 0.02314500 -0.14232000 -0.19829000 -0.46653000 -0.46014000 0.00000000 -0.47649000 -0.00433660 -0.00433660 -0.00433660 0.01197800 -0.23459000 -0.22576000 -0.50394000 0.00083195 0.00944910 -0.47554000 -0.47554000 0.00791750 -0.47247000 -0.48649000 0.48975000 -0.46897000 -0.46897000 -0.48744000 0.00277450 0.01572700 0.02296400 0.01936300 -0.47757000 0.01861300 -0.46664000 -0.46664000 0.01433000 0.02665400 -0.47617000 -0.45672000 -0.45672000 -0.14232000 -0.14232000 0.000 0.000 -0.205 -0.205 0.021 -0.469 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 -0.467 -0.467 0.000 0.000 -0.432 0.443 0.000 0.000 -0.476 -0.410 0.000 0.000 -0.457 0.000 0.000 0.000 0.000 0.000 -0.226 -0.483 0.000 0.000 0.000 0.000 -0.476 -0.476 -0.142 -0.142 0.000 0.000 -0.205 -0.205 0.021 -0.469 0.000 0.000 0.000 0.000 0.000 -0.459 0.000 -0.467 -0.467 0.000 0.000 -0.432 0.443 0.000 0.000 -0.476 -0.410 0.000 0.000 -0.457 0.000 0.000 0.000 0.000 0.000 -0.226 -0.483 0.000 0.000 0.000 0.000 -0.476 -0.476 -0.142 -0.142 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-FZ-5926 73 1 541 NA pancreas stage iii t3 n1 m0 26-3-2015 female 2001 yes pancreas-adenocarcinoma ductal type yes NA NA r0 8 white not hispanic or latino 106.43.0 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.0164250 0.0164250 0.0164250 0.0226660 0.0245480 0.0245480 -0.0657160 -0.0613420 0.0180290 -0.1477200 -0.1477200 0.1920800 -0.1392300 -0.0365380 -0.0365380 -0.0365380 -0.0314960 -0.0722740 -0.0722740 -0.0081624 -0.0331320 -0.0331320 -0.0244380 -0.0784110 0.0000000 0.0164250 0.0164250 0.0226660 0.0245480 -0.0657160 -0.0657160 -0.0685240 -0.1243400 0.0244080 -0.0613420 -0.0663550 0.0180290 -0.1477200 -0.1392300 -0.1392300 -0.0655810 -0.0655810 0.0193630 -0.0365380 -0.0365380 -0.0365380 -0.0931290 0.0878360 0.0105640 -0.0314960 0.0268130 -0.0722740 -0.0722740 -0.0081624 -0.2656400 -0.0331320 -0.0331320 -0.1317500 0.0343870 -0.0546100 -0.0784110 0.0000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.257 0.000 0.000 0.000 0.000 0.000 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 0.044 -0.139 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.257 0.000 0.000 0.000 0.000 0.000 0.118 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 0.044 -0.139 -0.139 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA TCGA-H6-8124 56 0 NA 392 pancreas stage iib t3 n1 m0 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes 3.5 1969 r0 2 white not hispanic or latino 247.44.0 2 3 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 5 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 5 7 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 5 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.352406e-06 3.120937e-07 9.6607338 -0.2796340 5.6862036 0.7204536 6.5277757 14.1275552 6.0058221 -1.2796340 8.1941260 8.4295042 10.6299383 3.5783953 11.2950138 11.9299772 11.4500410 9.9606152 7.9323087 9.4500410 9.8947218 2.1798613 12.0556710 5.6511579 11.4686131 6.9151767 10.5927103 10.2542366 2.1798613 10.7576240 1.5277710 8.8289447 0.7204536 9.5596241 3.3642783 9.0889268 9.1839447 8.6333095 -1.2796340 8.3332887 0.3053285 6.7593396 7.9872066 14.8554681 7.8471250 8.6570583 9.1675035 11.0465688 10.8570910 14.4289923 8.5721693 NA 4.1127418 8.5866638 13.2118350 7.9151773 10.3763982 3.5783953 10.5529148 -1.2796340 6.1298105 7.4618870 9.3081977 5.4618887 4.4753054 8.2788411 3.7204208 9.1148829 -0.2796340 10.7270970 -1.2796340 9.7538432 8.6422611 7.5180819 8.4346658 9.2132749 11.6387245 7.8522773 12.8594119 9.1951401 6.1633639 14.8656559 9.6991306 5.6392843 8.4987603 10.6596321 2.1798613 0.3053285 -1.2796340 9.8990851 9.6295634 7.9102446 8.5164600 10.6456038 5.5659109 14.3835614 10.2237491 9.9028146 10.7263956 11.7228837 10.6441191 7.6362998 7.1041249 5.9492384 11.2084361 9.7648144 9.8177940 0.7204536 8.0602701 11.7197156 11.3681732 10.9891961 11.1547879 11.6557695 8.4034147 8.3963774 4.3351331 9.3552313 13.1764537 9.8354638 NA 2.3053869 7.5374040 12.4713365 10.4728009 13.1377454 8.5099539 4.4208596 9.5445835 6.7147730 7.8315562 10.1971158 10.9982888 11.2235006 4.4483394 9.1508729 10.0883809 5.6511579 3.1798454 11.7214765 5.4886050 3.1127335 10.6876465 12.3428153 2.1798613 9.9877922 8.3858628 9.8058926 5.3053833 8.2202661 8.8903452 11.6319995 9.3332887 10.4652541 7.8025694 7.8367643 10.1430107 8.7231790 9.9953808 0.9924784 11.2909876 11.3669790 10.9231563 5.9003283 8.6847612 6.9778077 -0.0051227 0.0210430 0.0210430 -0.2722400 0.0000000 0.0000000 0.0097909 -0.6335700 3.6569000 0.0204830 0.0204830 0.0204830 -0.6935100 -0.0217840 -0.0217840 -0.6775600 0.0133530 -0.0087146 -0.0087146 1.4150000 3.6569000 0.5893500 0.0133530 -0.1968000 -0.1968000 -0.0051227 -0.0051227 -0.2762400 0.0000000 0.0097909 0.0097909 0.0118180 0.0355240 -0.6296000 -0.6335700 -0.6242100 -0.7123900 0.0147490 -0.6935100 -0.7019900 -0.6332000 -0.6332000 0.0155870 -0.0217840 -0.6693800 -0.6775600 -0.6959500 0.0248290 0.0158660 0.0133530 -0.0074720 -0.0087146 -0.0087146 0.0307320 -0.6948600 -0.6798500 0.5911600 -0.6997400 -0.0151910 -0.0151910 -0.1968000 -0.1968000 -0.633 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.695 -0.653 -0.063 0.000 0.000 0.000 0.000 -0.700 0.000 -0.276 -0.276 0.000 0.000 0.000 0.000 0.000 0.000 -0.621 -0.621 0.000 0.000 0.000 0.000 -0.702 -0.702 -0.197 -0.197 -0.633 -0.633 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.695 -0.653 -0.063 0.000 0.000 0.000 0.000 -0.700 0.000 -0.276 -0.276 0.000 0.000 0.000 0.000 0.000 0.000 -0.621 -0.621 0.000 0.000 0.000 0.000 -0.702 -0.702 -0.197 -0.197 9.784489 11.279319 10.321727 10.587313 10.788191 10.069148 8.651158 6.797236 9.513211 10.341556 10.231679 10.023630 13.663576 12.299383 9.811194 7.791882 4.179853 11.453647 8.394612 10.207758 12.164304 10.997708 10.512397 10.942309 9.281708 10.845511 9.648198 10.722722 13.621429 11.173176 9.763448 10.015615 4.553311 14.865656 12.187644 2.420860 3.627315 10.864122 NA 10.848092 10.751432 9.201210 11.394613 8.051337 10.108976 8.095460 10.702344 12.757538 4.392846 NA 11.465674 12.654848 11.678670 12.865888 10.662568 10.438953 9.579559 10.9423094 11.2793192 11.7048387 10.3360499 2.5277710 2.0423642 11.2950138 9.0115910 8.5876991 10.5873128 10.4898449 3.4208596 6.5469685 7.9516414 8.8752382 6.8548459 11.4993187 8.1007732 7.6243020 7.5721697 8.8038996 10.1961537 9.5132106 9.5946333 9.7112333 11.9644867 9.9021937 8.4852920 8.8184524 13.4789558 10.4960306 8.1508729 10.2316788 10.6533731 3.8078804 9.6928976 11.1461607 10.4740548 9.2730892 3.0423467 11.0532960 10.1602511 10.7579672 7.1508724 14.6665955 7.6212871 14.0762531 10.3901911 8.5938643 4.1798534 7.4446613 8.9371660 8.3946123 5.3203330 9.6882949 9.3732652 8.9953808 11.3098373 8.8599717 8.6934002 10.6507880 10.4035596 8.1900622 8.7232353 -1.2796340 NA 0.7204536 9.1008812 10.9977076 9.2817082 NA 6.5907846 3.8496991 8.5737297 8.1487806 7.2940675 9.5768458 0.3053285 12.3997904 3.3053869 10.9727900 5.3786330 10.7227219 10.5815072 9.7288489 9.7372286 11.1731763 NA 12.8302509 9.9953808 11.3427009 9.1951401 9.9953808 4.4753054 3.1127335 14.6102331 9.8197681 11.4395951 11.3291256 10.2147759 9.9486376 6.5213209 10.3245101 9.8978397 11.2653847 NA 5.7972361 5.1961546 NA 1.3053869 8.8739722 10.7263956 11.5144299 10.3955393 10.7658386 0.3053285 11.1706005 11.3946125 8.0513373 8.8688969 13.0966135 10.6415173 9.4243238 8.6362998 10.8580518 11.0341536 9.9262136 10.2769263 7.0468501 9.3552313 10.0735671 13.1764537 10.1880258 11.9659729 11.1718890 12.7575382 9.4173878 10.6811462 9.6969844 10.1971158 10.9921750 8.9164077 9.4406645 8.7218286 9.2750091 0.3053285 10.8509908 10.3910765 10.4470642 NA 1.5277710 9.6068789 8.9630822 NA 9.9546389 10.5697354 9.9907155 1.3053869 8.4432279 8.2158358 10.6625682 5.3497757 6.7147730 7.3091353 11.9997406 10.5568652 6.8853267 8.8701674 10.4029760 TCGA-H6-A45N 88 1 421 233 pancreas stage iib t3 n1 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma-other subtype yes 1 NA NA 1 white not hispanic or latino 284.43.0 1 2 3 6 3 1 4 3 2 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387083e-06 3.120937e-07 9.8116557 2.4478436 8.4478337 NA 8.0541066 14.3609369 7.6903277 1.9624010 7.7437667 8.1912256 10.4103167 5.3953679 11.2739282 11.2544156 11.0756282 9.8884063 8.7279416 9.9522271 12.1403247 5.0327973 11.1630603 2.4478436 10.8710998 8.1950675 9.9713957 6.2986895 4.6848748 13.4803715 1.2254600 9.5990315 6.1796384 9.4332691 4.3409183 9.4201982 8.5292220 8.1561787 0.6404358 8.1522316 -0.3595642 6.1162129 9.8752963 15.3677612 8.5712160 6.8203883 9.7212964 10.4630497 11.5473694 15.1405426 9.1403247 1.2254600 6.8884060 7.6962491 14.5322151 8.0928438 9.8166520 2.6404821 9.4828291 1.2254600 7.9488181 8.9825536 8.9373950 2.9624010 3.0999179 8.1202591 3.3409183 8.6404789 3.6404821 10.1532192 1.2254600 7.0583316 8.7011748 9.2027214 10.0551641 8.8860315 11.7978258 5.5946739 11.9750315 8.9258811 5.1323301 13.0046135 9.6362460 4.0327973 8.3397739 10.3225956 9.3953664 -0.3595642 1.6404821 8.9488178 8.9781007 8.6848731 8.0498698 9.5888460 7.6177591 14.0616890 10.6397742 11.1571638 10.2017668 11.3243507 10.6773393 8.4316418 7.7800299 3.7279422 11.0902104 10.0317224 9.4169119 NA 10.8710998 11.7822667 10.6453102 10.3472166 11.0370836 11.3221565 9.1601150 8.2625309 5.1950680 9.4574626 12.1691771 10.0593856 0.6404358 4.3409183 7.2915308 12.1522315 11.1931479 13.0373511 8.5917636 6.9442599 9.7671834 6.4218393 7.6348321 10.2096794 11.0429580 11.5533682 6.7697625 9.6628467 9.2422495 4.8884072 3.5473635 11.7375233 4.6404763 2.2254292 10.6383640 12.5177630 2.8104020 9.6780258 7.3129038 10.1931479 5.5712157 8.3512851 9.3836302 11.6739018 9.1815754 9.6903273 1.6404821 6.4984599 9.1222782 7.5771168 10.7639536 1.8974728 11.5413456 11.8003502 10.7212963 5.2254408 7.9212495 7.5771168 0.04769400 0.04769400 0.04769400 0.06522600 -0.01131400 0.05010800 -0.01684100 0.08478700 0.03453600 -0.00995710 0.07067300 0.07067300 -0.04468600 -0.01477800 0.00513590 0.00513590 -0.01546600 -0.03463100 -0.03463100 -0.17322000 0.04174100 0.04174100 0.04627500 0.00763920 0.00763920 -0.01698200 -0.01698200 0.06522600 -0.01131400 -0.01684100 -0.01684100 -0.01684100 0.00861350 0.08478700 0.08478700 -0.10828000 0.03453600 -0.00995710 -0.04468600 -0.04468600 -0.00678130 -0.00678130 -0.01037000 -0.01477800 0.00513590 0.00513590 0.00098233 0.15891000 -0.00551200 -0.01546600 -0.07294200 -0.03463100 -0.03463100 -0.17322000 -0.17322000 0.04174100 0.04174100 -0.09894500 -0.07787800 -0.07787800 0.00763920 0.00763920 0.000 0.000 0.000 0.000 0.000 0.000 0.159 0.000 0.000 0.000 0.000 0.000 0.000 -0.173 -0.173 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.159 0.000 0.000 0.000 0.000 0.000 0.000 -0.173 -0.173 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.973634 10.451050 10.071976 10.339183 10.453458 9.900222 8.547369 5.830304 9.275290 9.884843 9.901398 10.298690 13.053710 12.250812 9.114185 8.725287 6.340918 11.461854 11.208435 9.462253 11.799707 11.530743 10.973634 10.474950 8.364993 10.236669 8.229193 10.273592 13.198900 10.136334 9.966908 7.916603 4.284336 13.004613 11.783862 4.998033 5.473368 10.332222 NA 11.325227 10.887219 8.460658 11.396618 7.907266 10.343517 10.346111 10.364140 12.702525 3.810402 NA 10.701175 12.962689 11.441759 10.566871 10.321717 10.041358 9.030411 11.3018116 10.4510504 11.9702752 11.9224089 1.6404821 4.6404763 11.2739282 9.1601150 8.8003502 10.3391835 10.7246228 6.8003499 7.4348951 8.9601508 8.7490032 6.3819461 12.3815244 7.1873729 7.4984599 9.3093638 8.0834224 10.0916899 9.2752900 8.6984706 10.0896275 10.7793906 9.9792152 7.9578914 8.4185560 12.7684731 10.1738085 8.4796825 9.9013984 11.0127998 2.8104020 8.4860631 10.9310737 10.5269376 9.3426514 1.6404821 10.9803288 10.2468840 10.2226208 7.5352964 13.1868910 7.7952968 12.3049261 10.2122315 8.8644805 6.3409183 7.0830910 10.0155182 11.2084349 6.2551891 9.0097273 10.1864086 7.9304979 12.1919468 7.4733689 9.4953472 10.1502539 9.9814416 8.2515037 4.7697612 5.7279422 3.9624102 -0.3595642 8.9281912 11.5307431 8.3649926 0.6404358 6.0999095 6.8499317 9.6348323 8.0709313 8.2329360 10.3261037 NA 11.9157304 6.4984599 10.3768807 4.0327973 10.2735921 11.2629883 8.8278308 10.3751885 10.1363338 -0.3595642 10.8566184 10.6439968 11.3781487 8.9258811 9.6019286 5.5712157 4.2254446 13.0638574 10.4144422 11.0514601 11.0911746 10.6327091 9.8364661 6.3409183 10.8016107 10.2634457 10.8764930 -0.3595642 8.9758692 5.8884072 NA -0.3595642 7.7646003 10.2017668 11.1713728 11.5621933 10.6586790 NA 10.8091510 11.3966181 7.9072656 8.6234726 12.8177426 9.7172945 9.4152658 8.6461032 11.2263803 10.8203879 9.2843351 10.1423160 5.7065692 9.4574626 3.0999179 12.1691771 10.0381534 11.8919613 10.6676937 12.7025250 9.7889555 11.3422185 10.1050246 10.2096794 11.5741695 9.5961288 10.3190790 9.4622528 10.7444222 NA 10.5185297 10.9049214 10.1383307 5.4984583 3.3409183 9.2570276 8.9017982 2.9624010 11.1116459 11.2260282 9.5443608 -0.3595642 9.3683993 8.4535867 10.3217172 -0.3595642 7.7011748 7.7851372 11.5701071 10.7652464 6.7279422 8.4984599 10.1009347 TCGA-H8-A6C1 53 0 NA 671 pancreas stage iia t3 n0 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma-other subtype yes 30 1982 r0 0 white not hispanic or latino 330.38.0 2 3 2 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2789800 6.5754092 5.1738910 2.8082409 7.1738930 13.4003406 8.4784906 1.1078218 7.7837605 8.7960536 10.2280411 3.6927619 10.5728595 10.9508607 11.3906021 10.2638864 8.3390247 10.1301712 10.8726749 2.4297231 11.5216956 3.0146945 11.2632540 7.5631307 10.7307702 4.5996570 5.5507468 11.7811124 -0.8921782 9.8065079 4.5672351 8.9406933 2.6927619 9.4184160 7.7552615 8.0936452 -0.8921782 8.1162317 1.9151767 4.3557281 9.3470437 15.6309364 8.6585500 8.1049829 9.3908916 11.0429683 9.9665614 14.2692895 8.7169820 NA 3.8082409 9.2271724 13.3965973 7.8323173 9.8323171 4.7225152 11.0451771 3.8082409 9.2852228 9.3640121 8.8357239 2.2777170 1.1078218 7.6116291 1.1078218 8.7660147 3.5672290 10.1576519 0.1078218 7.6927661 8.8323173 8.7677991 9.3920490 8.0176965 11.6674194 3.5001264 11.8333826 8.5976511 5.7516592 15.4722116 10.0289003 6.8492700 7.6908864 10.4331087 5.6469633 3.1078050 NA 9.3545438 9.6195559 8.3908916 8.6776590 9.5256559 5.5507468 14.5666905 10.0370618 11.2967012 9.4620527 12.0989708 10.0510507 8.3099269 6.9151587 5.5171938 11.1924223 10.0634532 9.3675465 -0.8921782 10.6091429 12.4332493 10.8437992 10.1340362 11.0634532 11.5366869 9.2045183 8.0355810 5.9022183 8.7426143 12.8584056 9.8867018 NA 4.5996570 6.6391844 12.0231225 12.1730511 13.0611813 8.1494626 4.5996570 9.6604723 6.8729408 7.9657843 9.4664544 9.8626908 11.3566203 7.0026215 9.5393009 9.7802286 5.0146945 -0.8921782 11.6932353 8.2032002 3.4297365 10.1732194 12.2086299 -0.8921782 8.8626907 6.7186808 10.0184460 6.2676744 8.5610741 9.1049829 11.7095741 9.2447943 10.4570845 3.6313604 7.0385404 9.6880618 8.4274754 10.5697942 1.7260465 10.6695686 11.9915921 10.7215928 4.8082409 8.4274754 7.1301710 0.01034000 0.00630310 0.43065000 0.00171910 -0.32363000 0.01034000 -0.43828000 -0.00534460 -0.01222500 0.00033211 0.00033211 0.83734000 1.07110000 -0.00548280 -0.00548280 0.00269060 -0.04069800 -0.45003000 -0.01183200 1.23740000 -0.02403100 -0.01403600 0.00699850 -0.03702800 -0.03702800 0.00922560 -0.42861000 0.00394030 -0.40150000 -0.43828000 -0.00442900 -0.44055000 0.00590310 -0.46074000 -0.00534460 -0.00259450 -0.01222500 0.00033211 -0.87803000 -0.44033000 -0.03730000 -0.03730000 0.00644210 -0.00548280 -0.00548280 0.00269060 0.00269060 0.01089800 -0.03021300 -0.04069800 0.02202000 -0.45003000 0.00171910 0.41754000 -0.69039000 -0.02403100 -0.01403600 -0.21758000 0.00102550 0.00102550 -0.03702800 -0.03702800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.432 -0.005 0.000 0.000 0.000 0.424 0.000 0.000 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.131 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 0.000 0.432 -0.005 0.000 0.000 0.000 0.424 0.000 0.000 -0.218 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.131 0.000 0.000 0.000 -0.440 -0.440 0.000 0.000 9.7039930 11.0029998 10.4437519 10.8391224 9.9704407 8.8391222 8.5340682 6.3462088 9.8091097 9.9758541 9.8484273 10.0056487 13.3572872 12.3364717 9.4138650 7.6662240 3.9657843 10.7530114 9.6833426 9.4806684 11.9962498 11.3432192 10.2104351 10.5198438 7.9995869 10.1474078 8.6056551 10.2865552 12.9726665 10.1725460 10.4398398 7.7802287 4.0146945 15.4722116 11.2186128 4.3557281 2.1077883 10.1377807 NA 10.4559781 10.4325464 8.6662240 11.5275002 8.2926787 10.6101379 9.9030312 10.7271062 13.3008666 7.9501534 -0.8921782 10.8977444 13.0994137 12.0238507 10.6887119 10.1959290 9.9657843 8.8123121 10.5875836 11.0029998 12.0658122 12.6153502 1.4297499 2.2777170 10.5728595 9.5815091 7.8957061 10.8391224 10.2733385 6.2877124 8.2951555 8.2345075 9.0311308 6.8626907 11.8444166 8.2663626 6.9904467 7.5171946 9.2701946 10.0124379 9.8091097 9.4587425 10.5429526 10.6205437 10.1343267 8.3675467 7.3978218 13.0777294 10.2764754 8.3769298 9.8484273 10.4081558 1.1078218 9.2202688 10.3693106 10.3305982 8.3908916 2.1077883 11.3233363 10.0872285 10.7439747 8.5086826 13.6152883 7.3462079 11.5486725 10.2345078 9.2839764 3.9657843 7.8112225 9.8099760 9.6833426 7.2575500 9.2870158 9.8809424 8.1357093 11.4920474 6.0266673 8.9038430 10.0993252 10.1042768 8.0783408 7.5710821 6.0850826 -0.8921782 -0.8921782 9.5579836 11.3432192 7.9995869 0.1078218 6.6391844 6.3932051 9.7325987 7.7188281 9.5794785 10.2435126 0.6927843 11.8194702 -0.8921782 10.3184747 1.1078218 10.2865552 11.3360207 8.6681361 10.1919473 10.1725460 1.1078218 11.1158817 10.5850556 11.4081558 8.5976511 9.6106351 7.7335123 4.9904467 13.5581769 9.4297314 9.7234330 11.4641397 11.4752181 9.4806684 5.9532932 11.0240560 9.7722506 11.1446637 -0.8921782 7.1078029 4.6313662 NA 0.6927843 6.6546976 9.4620527 11.2752214 11.9330722 10.4104422 -0.8921782 10.0444413 11.5275002 8.2926787 8.7462392 12.2894215 9.5455553 8.8289025 9.8784673 11.1470651 11.1429461 9.5465951 10.1886209 5.9151576 8.7426143 5.2777282 12.8584056 10.2594541 11.5421709 10.7593035 13.3008666 9.8289025 10.8199004 9.7890417 9.4664544 11.3209075 8.6757595 10.4958206 8.7943038 10.1127259 0.6927843 10.4860981 10.9255864 10.5361635 5.3557317 4.9151576 9.5916190 8.7823132 4.1521996 10.4784907 11.7982007 9.6313652 -0.8921782 9.4375996 8.3684641 10.1959290 0.6927843 7.3698983 7.3221228 11.7309989 10.8985591 6.9843205 7.6890042 10.3937834 TCGA-HZ-7289 77 1 661 240 pancreas stage iib t3 n1 mx 26-3-2015 male 2010 NA pancreas-adenocarcinoma-other subtype yes NA NA rx 1 white not hispanic or latino 195.45.0 3 3 NA NA 1 2 1 1 3 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 8.82571441 2.64913256 3.06415856 NA 4.38609356 10.50087464 4.49042893 NA 3.15163155 6.44786678 10.70305154 6.00667728 11.23815248 11.61865364 10.60041036 8.70801924 9.51331170 7.82903452 8.43485045 0.06419306 11.70689178 NA 11.22182586 4.23408740 10.35014327 9.45540675 1.38609356 -0.93594494 1.38609356 11.39759806 5.88434150 8.52359489 -0.93594494 8.90179098 9.06978754 11.21136805 NA 8.76113066 NA 6.93452830 10.34018860 16.79489860 6.97105376 8.13025239 8.42171520 10.49879138 6.72237449 14.71221169 9.22655453 NA 7.51537421 8.80704510 14.40411749 8.58379923 9.25892001 4.01835821 12.25058693 0.64910956 10.41620650 8.04715664 7.68987221 NA 0.64910956 7.76113033 1.06419306 7.63401889 1.38609356 11.57566871 3.76460094 0.64910956 9.91043707 5.17268752 4.73658864 8.36107921 12.27468227 2.97105606 12.24562600 8.93298566 6.06416288 14.64515770 9.83565253 1.06419306 5.10702662 10.25768849 0.06419306 1.06419306 NA 9.36337107 8.97854831 3.64912106 8.05284787 8.43485045 1.38609356 16.00456849 12.28650523 9.97255582 10.25151519 13.60107810 11.27878582 8.73835543 1.64910956 6.54797877 12.02079702 9.45540675 9.53212523 -0.93594494 13.39871576 12.45473517 9.58288507 10.80720509 12.39522002 11.28363418 8.73481934 8.48622806 7.09758657 10.03354964 12.67391902 10.52819827 NA 2.76460094 7.04144342 13.32132996 10.42006474 12.92650990 6.55601549 NA 8.56400883 7.44540310 6.57986349 10.19730529 10.04715664 9.20754638 4.45647763 9.97030207 9.54999235 0.06419306 NA 12.61250342 4.67887193 0.06419306 10.77969621 11.00777681 NA 9.67703160 4.92661623 10.70214645 4.31209152 8.55801846 9.32860582 11.00594435 9.00227243 10.85410422 -0.93594494 7.28333195 9.81067750 7.64536374 10.71790395 -0.54624539 9.06838356 12.16087829 9.51331170 5.47355315 8.06978754 0.06419306 3.133100 0.029210 0.029210 0.024942 0.024433 0.024433 0.024293 -0.309200 0.645280 -0.677550 -0.677550 0.631190 0.064537 3.656900 1.229900 1.725700 0.022189 -0.311880 -0.311880 -0.298960 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10.11469197 8.22403448 9.55801865 9.14364800 9.13830457 10.20882132 11.80605140 12.18537286 8.89229964 2.06415856 0.06419306 9.55099818 7.37704651 10.31030990 12.20311163 12.26368211 12.20483316 9.01253040 7.67149365 13.28552368 7.97105376 10.55951848 13.30413452 11.47673299 7.94680629 10.95100285 4.27361286 14.64515770 10.89744858 NA 1.06419306 10.17399375 NA 9.52564256 11.15427554 7.89388577 11.41841251 6.65662078 10.69215289 5.25398927 10.76503625 12.04769120 7.87473489 -0.93594494 12.33094967 13.48793561 10.68064302 11.90260089 11.17464641 8.74188288 7.41986666 11.33094964 11.74518186 12.15857075 12.16548229 NA -0.93594494 11.23815248 9.51227944 8.54192133 11.56823722 10.56550274 5.73658864 7.54394356 7.51537421 8.14631206 7.42171478 11.91610734 7.45166363 6.83895051 7.78526217 8.68438290 10.80478719 9.55801865 9.34145055 14.52455503 11.09620887 8.54797877 7.94374613 7.08653115 13.58821504 10.52154401 8.87634044 9.13830457 12.72938799 0.06419306 7.47977784 10.39451982 10.17725408 7.82238664 1.87152827 11.35648476 9.10308214 10.73658847 8.88753045 13.63597501 7.84552267 13.85022851 9.45002555 8.06134257 0.06419306 6.84250372 9.35763469 7.37704651 5.97105376 9.33515919 9.74540156 7.28816474 9.02271596 2.23410273 10.00006481 11.35964509 8.95594684 8.23158121 6.74364287 4.67887193 0.06419306 1.87152827 9.73481934 12.26368211 7.67149365 NA 5.69352041 5.01835821 6.79208357 10.87473473 8.67703178 12.34072376 NA 11.49983338 0.06419306 9.37250206 1.38609356 10.55951848 12.44948629 9.09068647 9.83565253 11.47673299 -0.93594494 12.72694275 10.37193321 11.39563995 8.93298566 9.79378390 8.05000533 7.74715776 13.97962241 9.66035287 11.66221560 10.79548214 11.70327771 6.89071176 3.87151841 10.31564559 10.78782406 11.19312410 NA 0.64910956 4.94680571 NA NA 6.90965311 10.25151519 9.94068006 9.19396118 10.04786934 NA 9.98228103 11.41841251 6.65662078 9.15824083 12.77851599 9.66871642 7.30256764 1.38609356 10.61683221 10.76416931 9.22529494 9.65006461 5.61875255 10.03354964 -0.93594494 12.67391902 10.23095386 12.22828440 10.57195775 12.04769120 8.89547047 11.02922586 4.70802165 10.19730529 12.36608795 5.90965311 10.25953532 8.73127456 10.25768849 2.76460094 10.70485995 11.05071629 11.04144307 NA NA 8.86020271 8.85345210 1.38609356 9.75066361 9.92452854 9.81905070 NA 9.51949040 8.02416507 11.17464641 2.38609356 7.57591585 6.56400922 11.42418713 9.83317441 4.23408740 3.38609356 11.84981994 TCGA-HZ-7918 72 0 NA 28 pancreas stage iib t3 n1 m0 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 11 white not hispanic or latino 195.45.0 3 2 4 4 2 1 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.25609532 2.71017275 6.30262247 0.29513525 9.63868388 14.03834957 4.91961658 5.45163314 5.79762781 7.82390791 10.55878852 3.10249017 11.23152061 11.89372184 11.60042982 9.52474797 9.34588355 9.15931408 13.15866906 3.66435768 11.34633699 1.29513525 11.54936932 9.82650956 10.45163252 4.64090430 3.41059890 13.63479249 -1.28982725 9.56581268 1.51752767 9.25223019 5.01394457 10.06936598 9.13012572 8.48330470 -0.28982725 8.19599468 -0.28982725 5.41060568 11.11849529 15.04024209 8.02757817 3.83944569 10.15466282 10.94108665 11.30705408 15.12122958 9.02644709 NA 5.35402188 7.71089802 13.65020378 8.77894380 10.78531040 1.03210084 10.77995092 1.29513525 6.45835904 9.93958524 9.40626369 NA 4.23372704 8.43808613 4.54305657 9.03434614 2.71017275 10.20552093 1.71017275 6.87507230 9.67306151 10.65451153 9.57202789 8.45499919 9.06881670 3.99556592 12.22869576 8.71999418 5.81868954 11.27502952 10.08629097 6.44487574 7.74543231 11.26235428 8.91228939 1.88009775 -1.28982725 9.78497601 9.88758513 9.39841579 8.18994560 9.92569848 7.00478676 14.68558811 10.78497601 9.40452340 10.47337791 12.16831579 10.69137600 8.18994560 3.66435768 4.73253513 10.82365376 10.70981325 9.74022567 NA 14.74573790 12.19221716 11.26561505 10.79280363 11.71806883 11.42032623 7.68170928 8.51268200 4.93898203 7.67883250 12.32499037 9.77288626 NA 4.10248177 7.28381253 12.59919410 11.94018599 13.37727708 8.14895749 7.67306168 10.01451682 5.59476350 7.87003668 10.62917409 11.66726756 11.80473811 7.87758353 9.09062667 10.15724877 3.83944569 3.46504719 11.80605700 4.13642930 -0.28982725 11.62958758 12.65047914 1.88009775 9.72697389 5.96755367 10.42355202 6.47835060 8.27431525 9.66290670 11.52194159 9.40539381 10.29277795 1.88009775 7.61103218 9.51348936 8.48000332 10.93386560 -0.05110018 11.18842955 10.75694847 10.31007843 5.96755367 8.75045510 8.21796012 0.0223190 0.0227400 0.4226900 0.2075300 2.2696000 0.3843700 -0.1034300 -0.2902200 0.0100210 -0.0860310 -0.0860310 0.1952900 -0.1175500 0.0389280 0.0389280 0.0389280 0.0761500 0.0083503 0.0083503 0.0119730 -0.0523820 0.3336900 0.0482770 -0.1757400 0.1209500 -0.2922000 -0.2922000 -0.2494300 -0.4277700 -0.1034300 0.1854700 0.0905950 -0.2653900 -0.2448300 -0.2316400 -0.2561100 0.0100210 -0.0172390 -0.1175500 -0.1175500 0.0490240 -0.1714800 -0.2647900 0.0389280 0.0389280 0.0389280 -0.0114590 -0.1969900 0.0123910 -0.2557500 -0.2759400 0.0083503 0.3079200 -0.3042600 -0.2936500 -0.0523820 0.3336900 -0.2779700 0.0123910 0.0123910 -0.1757400 -0.1757400 0.000 -0.171 -0.135 -0.135 0.000 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.480 -0.278 0.000 0.000 0.000 -0.103 0.000 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 -0.118 -0.176 -0.055 0.000 -0.171 -0.135 -0.135 0.000 0.000 -0.197 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.480 -0.278 0.000 0.000 0.000 -0.103 0.000 -0.103 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.118 -0.118 -0.176 -0.055 9.960464 11.081398 10.982212 10.856098 9.875701 10.044439 8.480003 7.253197 9.909838 10.237154 10.314719 10.449102 12.956363 11.662179 9.778272 8.852273 3.754556 11.155180 8.827809 10.373279 9.529666 12.501328 11.253439 9.804243 8.609522 10.991516 9.358523 10.665227 13.489167 11.181841 8.753193 8.328551 3.958091 11.275030 12.617995 12.158153 2.880098 10.315182 NA 11.560352 11.569312 9.383475 10.539888 8.276219 10.561524 12.157378 10.903383 12.590706 3.995566 NA 11.817219 13.274791 11.435044 10.991220 10.136954 10.493164 10.069223 11.0491804 11.0813977 11.4562599 12.4112554 4.8599149 4.0320920 11.2315206 9.8850913 9.0764877 10.8560977 10.4528960 6.3395222 8.5758988 8.3156450 8.9944111 7.6817093 13.4115803 6.9338299 7.7157897 8.4380861 8.5367139 9.6716152 9.9098379 8.7749083 10.6486425 11.0284259 10.3294685 7.9220539 8.0500157 14.0969711 9.6874455 8.7422114 10.3147187 11.7606945 -1.2898273 8.5499048 11.2948932 11.1338068 9.0721093 1.2951352 11.4308373 9.5603523 10.6460672 7.8029228 12.7753292 7.9147367 14.2081421 10.5583973 9.0047862 3.7545562 7.5988483 10.0938698 8.8278085 5.1024818 9.2585733 10.7115737 7.1899461 10.5583973 6.6585328 8.8999901 10.4812423 9.8637175 8.8710831 6.1007653 -1.2898273 NA NA 8.0960278 12.5013284 8.6095223 2.2951352 6.9485705 8.9086106 10.0019119 8.1153069 8.8368700 8.8875850 -0.2898273 12.2536808 3.3540148 10.9452822 4.3248754 10.6652269 10.3202676 9.7566075 10.4136366 11.1818408 -0.2898273 11.6000497 10.0287084 11.2246330 8.7199942 10.3562741 6.2800209 6.8029221 13.3989622 10.8378375 10.4692215 11.7697635 9.9845436 10.4436046 7.1110449 10.6110324 10.6368321 11.0148021 -1.2898273 8.6845800 5.6170575 NA NA 4.4650537 10.4733779 11.6095225 11.9501265 11.2062703 NA 11.1833639 10.5398883 8.2762193 8.8925598 12.3033232 9.8445919 9.9208369 8.3931600 11.7191193 11.6565236 10.4600350 10.5950992 7.1024828 7.6788325 3.5681416 12.3249904 10.1062351 12.2305387 11.0385600 12.5907057 10.5375083 10.2342175 8.9827954 10.6291741 10.7705237 9.1980057 9.1099774 9.4650531 11.1585400 0.7101727 11.3248754 9.3719437 10.4127712 3.6643577 8.2913660 9.6072547 8.5290514 0.7101727 11.1227354 9.8054439 10.5110654 4.5175214 9.6372027 8.5075192 10.1369545 -1.2898273 7.5743513 7.1899461 11.8034180 11.3777206 6.8999901 9.2149845 10.0337834 TCGA-HZ-7919 52 1 593 20 pancreas stage iib t3 n1 m0 26-3-2015 female 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r1 2 white not hispanic or latino 195.45.0 2 3 1 1 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 2 5 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 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 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.184656e-06 6.588645e-07 9.9487693 -0.3360634 5.2638570 -1.3360634 7.9813578 13.8375442 5.8136914 2.4712915 7.3469401 7.9722843 10.6181415 4.9118737 11.4547009 11.8521476 11.4319227 9.8438543 8.7165132 9.4881085 11.5987418 3.1233848 11.6090232 2.9858647 11.7970874 8.1717398 10.5865295 4.1557978 3.6181447 12.6735989 NA 9.5195924 5.5946829 8.6049927 4.1233765 9.8288521 9.3927160 7.4254962 1.2488991 8.1295118 0.6639366 5.9493482 9.8250771 14.9296884 8.0775731 6.6639451 9.5062955 10.8012566 10.3465009 14.6996035 9.3096037 -0.3360634 4.7724716 8.6701449 13.9526671 8.3747517 9.7958022 3.6181447 10.4885062 NA 7.7776873 9.8238165 8.5125682 3.5219302 2.5708272 8.1697567 3.0562540 9.0082412 3.2489143 11.1066295 -1.3360634 6.8488207 9.0775731 8.6932325 8.7259913 8.7815882 11.9979391 5.8831149 12.3543797 9.5265826 6.0214975 13.8518385 10.2290472 6.6412252 7.6307964 10.5423794 9.8697385 1.9858647 NA 9.5708357 9.8193960 8.5496415 8.4321297 10.3760422 6.3574324 14.3664426 11.0146082 9.2194928 10.5176446 12.4788280 10.5211486 7.9631533 5.6297296 5.4968362 10.7773553 10.5292918 9.6981113 NA 12.0053250 11.7414285 11.1198606 10.8476208 11.8570084 11.3489129 7.8488207 8.1617970 6.1557978 8.9631533 12.6270219 9.6261182 -1.3360634 2.9118641 7.2108398 12.4599848 10.7520708 13.3151651 7.7776873 4.9677266 9.4551081 6.7393702 7.7854786 10.3930858 10.1120615 11.7986924 6.4387320 10.2763530 9.8630040 4.5465858 3.6181447 12.2252331 4.6181388 0.9858647 11.7524022 13.3211520 1.2488991 9.9059283 6.0037956 8.5435284 6.3363709 8.3132014 9.3443048 11.8966659 9.4656535 10.3517583 2.3643763 7.4087789 9.5381581 8.0411559 10.4845230 NA 10.8779607 10.5869011 10.8136923 5.2337999 8.1835813 6.5946829 0.02006300 0.02006300 0.02006300 -0.03190500 0.01056400 0.01056400 0.01209700 -0.37042000 0.00798080 0.00430210 0.00430210 0.00418010 -0.01216200 -0.35938000 0.02146300 0.02146300 0.00110930 -0.00691950 -0.00691950 0.33707000 0.00055459 0.00055459 0.00638710 -0.06168900 -0.06168900 0.00332990 0.00332990 0.00485790 0.01056400 0.01209700 0.01061100 0.01061100 -0.05239600 -0.37042000 -0.37042000 -0.42193000 0.01028500 -0.37019000 -0.85599000 -0.01216200 -0.00332430 -0.00332430 0.01098200 -0.35938000 0.02146300 -0.00581310 -0.00235530 -0.02726100 -0.04020900 0.00000000 -0.00346270 -0.40992000 -0.38156000 0.33707000 -0.34067000 0.00055459 0.00055459 -0.27428000 -0.35829000 -0.39619000 -0.06168900 -0.06168900 0.000 0.000 0.000 0.000 -0.340 0.000 0.000 0.000 0.000 0.000 0.000 -0.403 0.000 0.337 -0.004 0.000 0.000 0.000 0.000 0.000 0.000 -0.274 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.370 -0.370 0.000 0.000 -0.370 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.340 0.000 0.000 0.000 0.000 0.000 0.000 -0.403 0.000 0.337 -0.004 0.000 0.000 0.000 0.000 0.000 0.000 -0.274 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.370 -0.370 0.000 0.000 -0.370 0.000 0.000 0.000 0.000 0.000 9.518034 10.801257 10.258270 10.599847 10.722952 9.239484 8.785479 6.680753 9.786773 10.302834 10.272662 10.209392 13.199646 12.801417 9.376472 8.049808 4.445303 10.898763 8.738087 9.868516 11.902133 12.684578 10.619232 10.671323 9.258270 10.301928 9.612312 10.888453 13.649342 10.687700 8.995982 7.953964 4.278654 13.851838 12.370009 2.833862 3.911874 10.160799 NA 11.047649 10.565943 9.255467 11.331722 8.019296 10.148768 9.952235 10.876442 12.891035 3.949348 NA 12.044136 13.439092 11.742890 10.840723 10.519203 10.599479 9.780809 10.9172018 10.8012566 11.9204487 12.4774258 0.2488991 3.6181447 11.4547009 9.8457187 8.9734216 10.5998468 10.5798246 4.3078001 7.8999593 9.1677709 9.3790493 7.4904939 12.3578677 8.2984475 7.4288166 8.9213331 8.8022171 10.3721669 9.7867731 8.9330718 10.1904444 10.6894308 9.7861260 8.6695697 8.1315509 12.9858028 9.3893115 8.3678489 10.2726620 11.0693526 2.9858647 8.7702334 11.1179874 10.7141340 8.4809287 0.9858647 11.6246712 10.2356979 10.3888853 8.2859972 13.7632519 7.8636176 13.8480069 10.4428437 8.8034967 4.4453029 7.1247283 10.2079436 8.7380865 5.5465889 9.3215674 9.7533956 7.9858732 10.7035497 8.2987564 9.7925840 10.5542094 9.7510434 8.5389265 7.4387320 5.0214975 -1.3360634 NA 9.2758922 12.6845779 9.2582697 -1.3360634 6.3986548 6.0985733 9.0996155 8.6326121 9.5504040 10.9731373 1.4712915 12.6988301 4.0214975 10.5587630 2.3643763 10.8884534 10.6838834 9.0616199 10.5219261 10.6876995 -0.3360634 12.7259913 9.9487693 10.9204487 9.5265826 9.8849280 6.6639451 5.2031033 13.3941499 10.4465339 10.9962615 11.7289270 10.4453049 9.5227033 7.8111499 11.5587629 10.3600433 11.3513208 NA 6.9493470 5.2031033 NA 3.7932300 9.0626889 10.5176446 10.9386145 11.2483581 10.6894308 0.6639366 10.8435433 11.3317220 8.0192960 9.2666441 12.3326086 9.7705081 9.5458238 7.2223660 11.3717356 11.6252140 10.0422401 9.9017527 6.9813584 8.9631533 2.4712915 12.6270219 10.2795748 12.6374632 11.0471095 12.8910346 10.0637572 10.0214972 10.5666971 10.3930858 11.0741315 8.6709724 9.4263272 9.1914222 11.0159886 NA 11.0250665 10.0923054 11.0746615 2.7513994 2.6639366 9.2394844 7.9037108 3.8733998 10.0220469 9.9557490 10.1094774 0.9858647 9.2978485 9.0292069 10.5192030 6.4712997 7.4809291 7.8009361 11.9238355 10.9979390 6.7460937 8.8697385 9.6980563 TCGA-HZ-7920 71 1 236 0 pancreas stage ib t2 n0 mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 210.45.0 1 2 4 5 3 3 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.60658519 NA 4.05402360 NA 7.98788246 12.93943349 7.47585176 3.45538641 7.22092193 8.27008411 10.85284813 6.51097932 11.30713647 11.47151600 11.99487862 10.15384409 8.28755402 9.79523738 12.40258602 5.74395652 11.16825830 NA 10.57788271 8.61842588 10.70331496 6.45538805 2.91105877 11.45763989 -0.67392292 9.74922032 5.90353242 8.99055160 6.59756693 10.26861896 10.14268810 8.60222896 NA 8.14148797 0.91103959 5.28029938 10.04592098 15.05350642 8.05232242 1.49605323 10.23487226 10.49821935 8.80689467 16.44772900 9.11889463 3.41356700 8.25831916 7.66980065 13.80648442 8.77840737 10.45924666 1.13343201 10.34081192 -1.67392292 7.30624401 9.23449701 9.50539158 1.78555055 4.02654336 8.82295826 5.38138721 8.97176282 -0.08896041 10.05019190 -1.67392292 9.45924656 8.30481492 9.41952204 8.73973235 8.36502320 9.76125369 3.02655221 12.49665546 8.83587956 5.33733289 11.18136225 11.38138689 7.42939251 7.95664449 10.66734523 6.56450926 3.28030309 0.64800518 9.37799306 10.00646396 9.86332290 7.93712896 9.53860082 9.45860409 14.17377353 12.85156407 8.72056714 10.59230538 11.82058502 10.65898012 8.10418148 10.11441492 5.38138721 11.31164933 10.37765325 9.68438746 -0.08896041 9.17863398 11.76671408 11.08324854 10.95803173 10.50880912 11.67234109 8.09263348 9.32751267 5.15899537 8.71196667 12.83104752 9.50601356 -1.67392292 6.38138721 7.59756767 12.44415327 10.56092183 13.25425265 9.44244842 5.61150586 10.45956779 4.76904704 7.74606482 10.98921772 9.99144036 11.74908897 7.55307015 9.31336854 9.81092728 4.88069532 6.58349201 11.72765065 4.30338624 0.91103959 11.30213149 13.54258505 2.32610586 9.61497057 6.86137976 9.79013961 7.59289128 7.40825330 9.23974196 11.91961226 9.69297304 10.06123725 0.64800518 6.97715626 9.97939733 8.67593869 9.99676073 NA 11.29656988 10.47171819 10.55582449 5.40291996 8.18563912 7.33172940 0.00000000 0.00000000 0.00000000 -0.00526100 0.00152550 0.00152550 0.00166420 -0.00069303 -0.00152430 0.00208050 0.00208050 0.00208050 -0.00083160 0.00208050 -0.00069552 -0.00069552 0.00055459 -0.00249380 -0.00249380 0.00069327 -0.00373950 -0.00013862 -0.01009400 0.01209700 -0.00047394 0.00000000 0.00000000 -0.00526100 0.00152550 0.00166420 0.00166420 0.00194180 0.00069327 -0.00069303 -0.00069303 -0.00069303 0.00332990 0.00208050 -0.00083160 -0.00083160 0.00208050 0.00208050 0.00152550 -0.00069552 -0.00069552 -0.00069552 -0.00069552 -0.00954260 -0.00041585 0.00055459 0.00263570 -0.00249380 -0.00249380 0.00069327 0.00069327 -0.00373950 -0.00013862 -0.00484610 -0.00650500 -0.00650500 0.00681230 -0.00070692 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.838351 10.445370 10.491011 10.311946 10.610350 10.005145 7.823956 6.256841 8.719495 10.111557 10.136676 10.520553 13.288368 10.448609 9.463736 8.542850 8.792691 12.168258 7.743957 9.790140 10.631630 10.618138 9.848196 10.974012 8.060814 10.534339 8.557325 10.677140 13.914819 10.714391 9.723244 8.466934 5.833900 11.181362 11.610350 6.196469 5.475850 10.364681 NA 11.101303 11.842932 9.188742 10.292249 8.404255 10.118488 11.501966 10.634728 12.785280 5.674833 NA 11.815074 13.122093 11.613416 10.965348 9.995432 10.264214 9.430775 11.3876444 10.4453698 11.6651193 11.7467226 2.9110588 6.4346282 11.3071365 9.4745810 8.9762585 10.3119464 10.4694877 6.6880488 8.3359329 8.4771212 9.2926099 7.2918890 12.8344563 6.2033578 7.5060132 10.3073149 9.1629439 9.9540942 8.7194949 9.0420664 11.2755664 10.8988047 10.3547012 8.2627423 10.3090980 13.5148092 9.6653977 8.3498589 10.1366760 12.2450608 2.7855296 8.4576784 11.2309272 11.1593898 8.7834855 3.1840898 10.8346420 9.9604618 10.1782438 7.0742978 12.6875000 7.6770438 12.1771702 10.5799519 9.5911333 8.7926907 7.3339729 7.7098089 7.7439572 6.3204576 9.1927421 10.5704682 5.5257776 10.8900157 6.0126044 9.2752015 10.5069460 10.3358701 8.6978812 4.5549203 NA NA NA 9.1817516 10.6181384 8.0608143 1.1334320 7.0942889 7.7184219 10.7237790 8.6502849 10.2269712 10.0992436 -0.6739229 12.4032540 7.6367174 9.6542184 2.9110588 10.6771402 10.3687898 9.8792536 10.3037422 10.7143908 0.6480052 10.7192267 10.2590573 11.0947023 8.8358796 10.2404895 5.3704991 5.6570226 13.5387528 11.0379864 11.6250262 11.6551187 9.3239895 10.3422163 10.5467850 10.6875000 10.6169873 11.3807087 NA 7.9444901 6.4910113 NA NA 6.5975669 10.5923054 11.7977797 12.5922197 11.0219852 2.5740288 11.3183347 10.2922494 8.4042551 9.0064638 12.3316413 9.9440310 9.5422439 7.2538825 11.9443752 11.8907303 9.7932004 10.4019178 6.6525338 8.7119667 3.9110684 12.8310475 10.1237659 12.5754401 11.0518967 12.7852799 10.7016870 10.3898365 9.8647784 10.9892177 10.9387426 8.2389936 9.4903828 9.2501745 10.2890004 0.6480052 10.6161232 9.5331187 9.2201643 7.3512440 4.9985295 9.4560313 7.9271510 1.9110779 10.7011438 9.5110293 10.2656836 3.3261059 9.9892178 8.6927654 9.9954324 -0.6739229 8.2056877 8.2479455 11.7168108 11.4916396 6.9444895 10.5437593 9.7957462 TCGA-HZ-7922 61 0 NA 4 pancreas stage iib t3 n1 mx 26-3-2015 female 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 3 white not hispanic or latino 195.45.0 2 3 1 3 1 1 2 1 1 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 7 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 7 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525791e-06 3.814478e-07 10.4356814 -0.2234748 7.0292430 NA 7.8746095 14.6855564 5.9762491 2.0985206 6.3540060 8.1052522 10.6007407 3.0244970 11.3706687 11.7718376 11.7432631 9.1570384 8.0550270 9.3378654 11.6011385 3.6834719 11.3246769 2.0985206 12.0961085 8.3558933 10.8103445 3.7765778 2.8640375 10.6098629 NA 8.9351872 2.0985206 9.3634173 4.5314626 9.8647031 9.7517089 8.1859686 -0.2234748 8.2823888 0.3615438 4.0985038 9.6368885 15.3873860 7.6561610 6.5247705 9.9058605 11.0383786 12.9626143 14.5510557 8.7765775 NA 4.4490000 8.4505931 13.6729098 7.5513645 10.3220247 3.9465063 10.1970641 NA 8.9872487 9.2472364 9.6430836 0.7766094 3.0985038 8.3502245 3.7765778 8.9969559 7.3839082 11.3280454 0.7766094 6.3690337 9.1699678 8.9589717 9.9180460 8.7394735 11.3020982 6.1341285 12.8110325 9.1859684 6.5247705 11.9047329 10.2917845 6.7652616 7.9263245 11.0436567 1.7765673 1.0984869 -1.2233064 9.1827824 9.7132153 6.8746101 8.0339653 10.7954730 6.0339647 15.0756244 11.0854853 9.3699685 10.5967564 11.9936264 10.3783483 7.6984185 3.2360027 5.9564865 10.6332325 10.0457041 9.2441830 -1.2233064 13.1459703 11.4345657 11.4175521 10.7980155 11.4940397 11.3251586 7.5709934 8.5464153 4.8426671 9.3783482 12.7103603 10.3103939 NA 4.5044996 7.6804594 12.3095421 10.7448843 13.5870487 8.2277887 NA 9.5381288 6.8919331 7.6774441 10.9783216 9.3615399 11.4826417 6.1774574 9.8520566 10.0468727 6.6530944 2.9465063 11.7470429 0.3615438 2.5839282 11.3227485 12.1843763 NA 9.7459640 6.3464322 9.0837782 5.7190931 8.5999448 8.9713343 11.8929214 9.2603932 10.2952305 -0.2234748 8.1097330 9.5247703 8.5478855 10.2528174 NA 11.0128907 10.4159181 11.1069342 5.8533919 8.5935611 5.8640400 -0.01629200 -0.00031052 -0.00031052 0.01153900 -0.26444000 0.29660000 0.68273000 -0.17137000 -0.28001000 -0.29177000 -0.29177000 0.82151000 -0.28358000 0.18283000 0.19573000 0.22222000 0.26062000 -0.29355000 0.22854000 -0.00885260 -0.29378000 0.22268000 0.22468000 -0.01202400 -0.01546600 -0.03891000 -0.03891000 0.00694350 -0.26444000 0.29453000 -0.27129000 -0.27129000 -0.26718000 -0.17137000 -0.17137000 -0.27356000 -0.28001000 -0.29177000 -0.88511000 -0.28358000 0.00458000 0.00765300 0.00027728 0.18283000 0.19573000 -0.27965000 -0.27965000 0.28862000 0.26702000 0.26923000 -0.01298900 -0.29355000 -0.29638000 -0.00885260 -0.00885260 -0.29378000 0.22268000 -0.59526000 0.20167000 0.20167000 -0.01202400 -0.01202400 0.000 0.000 0.000 0.000 0.183 0.183 0.289 0.267 0.261 0.000 0.000 -0.091 0.203 0.000 0.000 -0.071 0.223 0.000 0.000 0.225 0.225 -0.308 0.202 0.000 0.000 0.027 0.291 0.295 0.023 0.284 0.017 0.000 -0.189 -0.280 -0.280 0.005 0.297 -0.284 -0.284 0.000 0.000 0.000 0.000 0.000 0.000 0.183 0.183 0.289 0.267 0.261 0.000 0.000 -0.091 0.203 0.000 0.000 -0.071 0.223 0.000 0.000 0.225 0.225 -0.308 0.202 0.000 0.000 0.027 0.291 0.295 0.023 0.284 0.017 0.000 -0.189 -0.280 -0.280 0.005 0.297 -0.284 -0.284 0.000 0.000 10.512979 11.385987 10.498531 10.616962 10.716524 9.911645 8.511287 7.202842 9.529794 10.188088 10.528540 10.382520 13.428244 12.539167 9.538959 8.921236 3.531469 11.482210 9.332125 9.969487 12.031293 11.774463 10.294247 10.789202 8.898111 11.252273 10.808968 10.925591 13.134610 10.221592 8.907148 8.956487 4.583934 11.904733 12.507896 3.024497 3.730770 10.070624 NA 10.931079 10.879209 9.637664 11.156768 7.671395 9.888365 10.748121 10.715789 12.959592 3.946506 NA 11.689280 13.167082 11.521371 10.545638 10.674801 10.268931 10.358724 11.1211508 11.3859871 12.0280599 10.7574311 1.0984869 2.6834719 11.3706687 10.1346792 8.9326606 10.6169620 10.4018297 4.9860286 7.5414490 8.1667466 9.1527029 7.4022864 11.8127511 7.7264041 7.3986291 8.0917268 8.3802039 10.0660200 9.5297942 9.2360092 10.2112057 10.9552423 10.1667464 8.3157365 7.7102678 13.5504378 10.1357779 7.9212358 10.5285399 11.5612123 -0.2234748 8.4041661 11.4361274 11.0035916 9.1494425 1.3615438 11.6063002 9.8311818 10.8663589 7.4595718 14.2251132 7.5480667 13.7619747 10.4428015 8.4347887 3.5314688 6.9370536 9.5356335 9.3321252 3.7765778 8.9461141 10.1147566 9.4086639 11.1989051 7.4839367 9.2028423 11.0743535 10.2210747 8.6236346 7.1042643 6.0339647 -1.2233064 NA 8.2482526 11.7744626 8.8981110 -1.2233064 6.5513637 6.6954413 9.6909626 8.7509920 9.5348007 10.0826391 -0.2234748 13.0060723 2.0985206 9.7975575 -1.2233064 10.9255910 10.1385213 8.9688704 10.2729319 10.2215923 NA 12.0975190 10.1619007 11.3769550 9.1859684 9.9148493 5.5447605 3.4770167 13.4319964 10.4852303 10.7143191 10.9514501 10.0956850 10.4604493 6.8372734 11.5235116 10.0934247 11.1771901 NA 8.6834680 5.5314657 NA NA 7.7336797 10.5967564 11.0026885 12.3822086 11.0383786 0.3615438 10.6679814 11.1567679 7.6713953 8.7933858 13.0263576 9.8929215 9.3967972 5.7073150 11.4478974 11.5867474 9.2634124 10.5335507 7.1688947 9.3783482 1.9465063 12.7103603 9.9676367 12.1081942 10.9039270 12.9595925 9.7609960 10.7680993 6.5247705 10.9783216 10.7430829 9.3587193 9.1275167 9.3690346 10.1608215 -0.2234748 11.3551860 9.9307626 10.6546283 5.8209703 1.3615438 9.4968216 8.6120122 NA 10.0567683 9.6198390 10.6426972 0.7766094 9.5782859 8.6233215 10.6748009 2.5839282 7.1944299 7.3196089 11.9024752 11.1939026 6.1859676 8.4186293 10.2096412 TCGA-HZ-7923 65 0 NA 8 pancreas stage iia t3 n0 mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 195.45.0 1 4 4 5 3 3 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.6923873 2.5763286 7.4535307 -1.5937899 9.1428091 14.3328654 7.4698022 6.1068466 8.1120396 8.4092220 10.4007607 8.3042527 11.5392282 11.2244701 11.6705565 10.2385060 8.3678568 9.7955007 12.4361258 5.5149302 11.0755137 0.9913903 10.6451105 9.2790822 10.5401916 5.5253485 5.9299685 12.1447106 NA 8.8274202 4.3836905 9.3080284 5.5662794 9.8560717 9.1704494 8.4106277 -1.5937899 8.5813328 2.3133039 5.9377893 10.9377667 15.4456369 8.4384530 5.0357647 10.5321435 10.2325584 11.2075092 14.8870396 9.4650754 1.4064278 7.5175426 7.6707561 14.7892170 8.2941456 10.5087110 1.5763286 9.6298056 0.7283124 8.1016354 10.1033748 9.9002626 -1.5937899 4.2137594 8.5574239 5.1206547 9.1317734 1.5763286 10.0484589 -0.5935722 8.5962319 8.9904302 10.2705933 9.0998943 8.0699653 10.6900744 4.2392987 12.1513461 8.8617343 5.5356891 13.2162256 9.7852439 5.5149302 8.7746408 10.9338842 7.0964052 3.8658397 -1.5937899 9.2674941 9.4308544 8.9781599 8.3459862 9.9753133 8.1206526 14.3237093 10.8289976 10.1733501 10.4370744 11.7933474 11.0167400 7.7770948 11.6913759 4.5962315 11.1530958 10.2760011 9.2670519 -1.5937899 8.9969943 11.3502040 11.4892032 10.5530395 10.6501762 11.6654148 8.8607065 8.9142018 5.2890487 8.6696763 12.5716283 10.0841269 -1.5937899 6.3836870 7.8431189 12.3945593 10.5331117 13.1099864 9.2432466 6.5912830 10.3271322 5.4184160 8.0137375 10.9267607 10.5414752 11.7554119 7.8617346 9.5024635 9.6442147 6.3012255 4.7814489 11.5669089 4.8982616 1.2137516 11.0567858 13.1851004 1.5763286 9.7249500 7.6424214 9.8740128 6.2265856 8.2024466 9.4596544 11.7387235 9.3872609 9.7727294 1.2137516 6.6109790 9.6219401 8.4763671 10.2974314 -0.3185058 11.5991623 11.2738790 10.8686538 5.7462563 8.9191476 7.6085313 0.0050458 0.0050458 0.0050458 0.0047679 -0.0076996 -0.0076996 -0.0061799 -0.0029988 0.0040732 -0.0098165 -0.0098165 -0.0098165 -0.0107350 -0.0036908 -0.0036908 -0.0036908 0.0093588 -0.0042442 -0.0042442 -0.0180300 0.0096374 0.0096374 0.0040732 0.0032545 0.0053238 0.0050458 0.0050458 0.0047679 -0.0076996 -0.0061799 -0.0061799 -0.0061799 0.0033788 -0.0029988 -0.0029988 -0.0044787 0.0040732 -0.0098165 -0.0107350 -0.0107350 -0.0045208 -0.0045208 -0.0025835 -0.0036908 -0.0036908 -0.0036908 -0.0036908 0.0035176 0.0036900 0.0093588 0.0050458 -0.0042442 -0.0042442 -0.0180300 -0.0180300 0.0096374 0.0096374 0.0050458 -0.0035524 -0.0035524 0.0053238 0.0053238 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.695562 10.622850 10.723254 9.849351 11.299709 9.695850 7.998864 6.467103 9.322286 9.686018 10.267494 10.522101 13.301982 11.403940 9.602395 9.545959 6.141116 12.136134 9.603009 9.281389 10.341101 11.030517 9.778184 10.942169 9.277542 10.729462 9.007249 10.397511 13.925306 10.680785 10.160877 7.467103 5.035765 13.216226 12.629881 5.545959 6.601165 10.236130 -1.593790 11.050939 11.266718 9.727772 11.197570 8.385118 9.955710 11.819109 10.334926 12.948955 4.535692 NA 10.931928 12.705901 11.659210 10.933664 10.202041 10.369303 9.436240 11.409925112 10.622849933 11.508875068 12.029717176 3.406400612 5.276772076 11.539228181 9.742913675 8.694119653 9.849350676 10.456255733 6.682531162 8.687177945 8.707903319 8.896255196 7.226586558 12.455575072 6.562187463 7.945566153 9.767254215 8.707903319 9.617662872 9.322286470 9.052966028 11.310289048 10.401821042 10.665267601 8.565016752 8.757346336 13.081592402 9.866863017 8.521450863 10.267494131 11.785108469 0.991390325 8.719675620 11.195737049 11.012118180 9.040310546 2.654343880 11.266524209 9.993246946 10.508054619 7.485892086 12.727771626 8.017432021 11.966142750 10.569113189 9.421125026 6.141115981 7.461391041 8.903260962 9.603009266 8.512315788 9.283407424 11.043937740 7.161295169 10.652256933 7.615860597 9.089401750 10.175418561 10.319670653 8.414835733 3.161291138 0.406427825 0.728312379 NA 8.682531513 11.030517204 9.277542436 1.213751646 6.687178295 8.861734267 10.364234808 8.115491089 10.671729197 10.354409293 0.728312379 12.213661470 4.134327741 10.382613328 4.021115454 10.397510890 10.277542436 9.602394522 10.599932549 10.680785324 0.406427825 10.581644811 10.483556734 11.542116502 8.861734267 9.743471546 7.075291948 3.313303907 13.399434017 10.764234094 10.863018281 11.733125978 10.321539642 10.507397944 8.820035005 10.812877942 10.481552034 11.110743180 -0.593572175 9.837904778 6.282923464 -1.593789891 NA 4.691807715 10.437074356 11.731712663 13.099750939 11.321166027 3.450802153 11.652850932 11.197570073 8.385117787 8.954265826 11.902012435 10.042125283 10.062832051 8.226586076 11.647943546 11.202243962 9.693542364 10.315925284 7.134327741 8.669676300 2.406400612 12.571628251 9.826893867 12.076288784 11.038948062 12.948955452 10.831098347 10.543718581 9.559325845 10.926760681 10.799261220 9.062832186 9.607918554 9.593140474 10.778455993 0.406427825 10.842337849 9.982891499 9.755688443 5.006320468 3.313303907 9.850904412 7.852374074 -0.008682243 10.982419091 11.031278014 10.136452756 4.213759421 9.720990470 8.460333021 10.202041032 -1.593789891 7.880113059 8.092907744 11.635376177 11.151661357 7.127506378 9.382971312 9.999331331 TCGA-HZ-7924 60 0 NA 840 pancreas stage iia t3 n0 mx 26-3-2015 female 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 195.45.0 1 2 3 3 1 2 1 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.849317364 6.570045424 -1.003466630 2.318316841 7.638449671 11.925101199 6.046246574 5.872914925 7.021537470 8.362720164 10.734912294 5.835600745 11.609035939 11.222725664 11.777040046 10.032571312 9.093771427 9.455829404 10.868303014 5.625755593 11.318184972 -0.418696964 11.763651168 7.805362112 10.500223549 3.581363300 5.225217079 11.882475349 NA 10.486245759 5.661732501 8.694234247 4.737865195 9.944034692 9.031884224 8.194843020 NA 8.112741829 2.803743669 6.455828583 10.223682823 15.795306165 8.108837529 7.935977092 10.425804508 10.578304471 10.587452569 13.955992253 9.538462310 NA 5.822946791 8.935374586 13.838993639 9.083197409 10.477440353 2.519969567 10.320859654 -2.003466630 10.771184804 9.224615292 9.462474257 NA 1.581351247 8.462983977 4.737865195 8.669706767 4.841887601 10.528022898 2.166329818 7.732799664 8.708924883 8.771184722 6.744590341 8.987210852 11.936436021 -0.003611254 11.780623628 9.149316279 5.822946791 13.936803131 9.486245759 5.897264632 7.883938448 10.604883612 9.040108585 7.744590341 2.581351247 9.467564795 9.593984887 8.176306814 8.390860252 10.108185436 6.002022863 14.744498867 10.307010525 9.746685956 10.670810777 12.887089537 10.394339749 8.326193963 7.824534300 6.161305248 11.261414986 10.248471862 9.242657282 -2.003466630 10.932115296 11.285263838 11.252861543 10.856266388 12.282738926 11.587335641 8.653716062 8.642056026 5.327313710 10.380102024 12.370146567 10.718564898 NA 6.918238332 7.782667383 12.528692815 11.557088859 13.131345433 8.606499970 5.777756349 10.154376248 7.220543750 7.912277408 11.061174184 10.086179227 11.691952320 7.078546861 10.041474765 9.990043815 6.618450110 -0.418696964 11.969377563 4.640256507 1.996388746 10.425542912 12.705266095 0.581399457 9.379562050 5.309463621 10.159732988 7.386566971 8.454804303 9.258492543 12.019285687 9.476683028 10.335412687 -1.003466630 7.808574900 9.946224524 8.935242266 10.684648084 -1.728813398 10.949502907 10.894810186 10.915447252 6.125680028 8.583237374 7.586984613 0.00000000 0.00000000 0.00000000 0.00069327 0.00000000 0.00000000 0.00152550 0.00013863 0.01824300 0.00138680 0.00138680 0.00138680 -0.00166290 -0.00027724 -0.00027724 -0.00027724 -0.00155390 -0.00387790 -0.00387790 -0.00304750 0.00652620 0.00652620 0.00152550 0.00332990 -0.00038912 0.00000000 0.00000000 0.00069327 0.00000000 0.00152550 0.00152550 0.00152550 0.00166420 0.00569190 0.00013863 0.00041593 0.01824300 0.00138680 -0.00166290 -0.00166290 -0.00013862 -0.00013862 -0.00083160 -0.00027724 -0.00027724 -0.00027724 -0.00027724 -0.00027724 0.00235810 -0.00138580 0.00138680 -0.00387790 -0.00387790 -0.00304750 -0.00304750 0.00652620 0.00652620 -0.00166290 -0.00152430 -0.00152430 0.00332990 0.00332990 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.340694 11.416095 10.335969 10.376859 10.095417 9.561500 9.361627 7.373608 9.640254 9.997102 10.012510 10.002022 12.804306 12.582710 9.018072 7.627575 5.717498 10.458644 10.470611 9.811781 12.203672 11.831363 11.590489 10.279486 8.970095 10.804155 10.245215 10.172378 13.210110 10.291018 9.072545 6.636642 3.125684 13.936803 11.823542 4.504195 2.803744 10.099358 NA 11.376453 11.032571 9.142967 10.233608 8.073213 10.204327 10.869457 10.975108 12.944263 3.550987 NA 10.793857 13.113391 11.866950 11.051611 10.766236 10.559594 9.435226 11.3564218 11.4160946 11.7281411 13.0067947 1.8037643 6.3047374 11.6090359 10.0342878 8.9160060 10.3768588 10.3954086 7.4121396 8.1862222 8.9330358 9.0435217 7.7277170 12.2462519 8.5100762 7.8197652 8.8965098 8.5869850 10.1016515 9.6402540 9.1725710 10.7645821 10.3651770 10.5759494 8.1218112 7.0516799 13.4662939 9.7802144 8.6147834 10.0125096 11.1894611 4.6402565 7.8556216 11.7117163 10.9661440 8.9772513 1.4558072 12.1083485 9.6968375 10.3456790 8.4047273 13.9762248 8.5794804 13.2129542 10.2134467 8.6483464 5.7174982 7.6866231 10.0086732 10.4706107 7.6202792 9.4655715 10.3087135 9.7089247 8.6688230 5.2443239 10.3787515 10.5740626 9.9403776 9.1540794 5.7711857 1.6968396 NA -2.0034666 8.2783277 11.8313626 8.9700952 NA 6.1960699 8.1713234 9.8586476 9.0718769 10.7537878 9.7416519 -2.0034666 12.2066886 -0.4186970 10.4168844 4.7243174 10.1723776 10.8870421 9.6429564 10.2472882 10.2910185 -1.0034666 11.7830758 10.2646474 11.7190986 9.1493163 9.9865017 9.3121133 5.4226636 13.3356215 10.7334338 10.1565843 11.6439787 9.4068491 9.9476825 5.9447648 10.8411036 10.5764208 11.3525746 1.8037643 5.8356007 6.4100256 NA NA 6.3583418 10.6708108 11.6350599 11.6033720 11.3803720 2.0838601 11.1357892 10.2336077 8.0732134 8.6555017 12.3941392 10.1029607 8.8980191 8.7562861 11.0341163 11.6062690 9.5967753 10.3572448 7.4558294 10.3801020 3.2443239 12.3701466 10.6476737 12.2201732 11.3053056 12.9442630 9.8778942 10.7891881 10.1540605 11.0611742 11.2729584 7.8972646 9.7546210 9.0263752 11.0503237 -2.0034666 11.2061557 10.6771968 10.1524808 4.9271332 1.8037643 9.8137812 8.0348776 0.9963887 9.7483603 11.0536449 10.5341015 2.0838601 9.4320681 8.6539575 10.7662356 NA 7.7777577 8.0651759 11.7537878 11.1184168 6.5002236 8.1575299 10.1279332 TCGA-HZ-7925 66 1 614 361 pancreas stage iib t3 n1 mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 195.45.0 1 4 2 2 1 2 3 1 2 1 0 2 0 0 0 0 0 0 0 5 0 6 0 2 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 4 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 7 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 2 2 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 2 0 0 0 2 0 5 0 0 0 0 6 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 5 6 0 0 6 0 0 6 0 6 0 0 0 0 0 5 0 0 0 0 6 0 0 0 0 6 0 0 0 6 2 0 2 0 2 0 4 0 7 0 2 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 6 6 0 0 0 0 0 0 0 0 0 7 0 0 0 6 0 0 6 0 0 0 0 0 0 2 0 0 5.548332e-07 2.774166e-07 9.8231564 3.6132016 7.6743145 -1.6720827 7.7913251 15.1268422 6.0959856 NA 6.5421203 7.4284632 10.6662588 5.4876728 10.8264009 11.4647168 11.3023948 9.3584681 8.2286677 9.7577307 11.7927295 4.0826856 11.7014818 2.0282509 10.1775971 8.6292972 10.5145343 5.8669599 4.3938898 8.3584679 -0.6723126 9.3115072 7.6108890 9.7424863 4.5372526 10.1266778 8.3348284 8.0893520 NA 8.1811105 1.3278023 6.3612244 8.9369797 15.6693198 7.8435009 8.0910132 10.0616638 9.9873510 13.8570180 14.1866076 9.1662171 NA 3.3278023 8.5692002 13.7962659 7.5733533 10.0116729 4.3938898 10.6381298 -1.6720827 8.1447847 8.8890890 9.0160514 -0.6723126 4.5176284 8.1399785 2.9716631 9.4330548 4.5566195 10.5311490 1.3278023 6.6853529 9.4317443 9.5554170 10.4255040 9.1099803 10.9578405 4.8196529 12.4140201 8.8276469 6.1025889 13.7770786 9.8131272 3.8196580 7.6424294 10.6823259 2.7201252 3.6497304 NA 9.4724591 10.0077208 7.8804700 8.2195848 10.2131160 5.1606903 14.7431301 10.9002644 10.7844120 9.9788527 12.2716894 9.6327226 8.1701514 3.9127648 4.9860104 10.8708014 10.0963989 9.5775485 -1.6720827 11.6657016 11.8911165 10.8922983 10.6573619 10.6707090 11.2282904 8.1826695 9.0976387 6.1157033 9.4775480 12.9857893 9.9553349 NA 6.8075816 7.2012447 12.3155979 11.4194016 13.4158438 8.9005013 6.7624285 9.9258535 6.8159622 7.4519224 10.0933772 8.8484195 11.2142597 5.6946490 9.8009994 9.5945875 3.7540644 2.3278023 11.8281449 -1.6720827 2.0282509 11.7706149 12.3728780 -1.6720827 9.8241554 6.8484201 9.7877449 6.1795509 8.7498657 9.5733537 11.7350687 9.3612240 10.1083407 4.3050804 7.2673804 9.5887204 7.9146411 10.5262460 NA 11.2352550 10.7456535 10.5320665 5.3612244 7.8075810 7.5151534 0.1109100 0.1109100 0.1109100 -0.0027996 -0.1458000 -0.1458000 -0.3176900 -0.1880300 0.0125460 -0.1568200 -0.1568200 0.2245300 0.5926000 0.0040243 0.0040243 0.0040243 -0.0040162 -0.0773450 -0.0773450 0.1926900 -0.0124380 -0.0124380 -0.0096806 0.1084800 -0.0974770 0.1913200 -0.2615500 -0.0379660 -0.1458000 -0.1292700 -0.1292700 -0.1292700 0.0123760 0.0036076 -0.1880300 -0.1880300 0.0125460 -0.1568200 -0.2252700 0.0011093 0.0114250 0.0119580 0.0000000 0.0040243 0.0040243 0.0040243 0.0040243 0.0095883 -0.0805410 -0.0040162 0.0462750 -0.0773450 -0.0773450 0.1926900 -0.2300600 -0.0124380 -0.0124380 0.2246800 -0.0320410 -0.0320410 0.1084800 -0.0203380 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.193 -0.230 0.000 0.000 0.111 0.111 0.000 0.000 0.225 0.000 0.000 0.000 -0.146 -0.146 -0.129 -0.129 0.000 0.000 -0.188 -0.188 0.000 0.000 -0.157 0.068 -0.225 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.193 -0.230 0.000 0.000 0.111 0.111 0.000 0.000 0.225 0.000 0.000 0.000 -0.146 -0.146 -0.129 -0.129 0.000 0.000 -0.188 -0.188 0.000 0.000 -0.157 0.068 -0.225 0.000 0.000 0.000 10.6298687 10.8166453 10.8652620 10.6137811 10.2637026 9.8474372 8.0843572 6.5614208 9.4577279 10.3040071 10.0851909 10.7892805 12.9245149 11.8913548 9.9548788 9.1881121 2.3278023 11.9586369 8.1335450 10.0077208 12.1249386 11.2736106 10.4955327 10.8530771 7.6984887 10.4222086 8.9267840 10.6695366 13.9641424 10.5822391 9.3072261 8.7125848 4.5176284 13.7770786 12.0756793 4.4775478 4.3278023 10.1587123 -0.6723126 10.6712644 10.5511994 8.9725585 11.3544973 8.2301761 10.4205581 9.9626121 11.1683822 12.6854904 3.9127648 NA 11.1242462 13.3746692 11.9002869 10.6192595 9.6792924 10.3281532 9.5806852 12.1728009 10.8166453 11.7511796 12.3112400 2.5757238 2.2346852 10.8264009 9.6615154 8.8957570 10.6137811 10.4557953 4.1606943 7.0557217 9.2406902 9.2717809 7.0037585 11.5025706 7.9199032 6.7831279 9.0776705 9.1034114 10.0616638 9.4577279 9.2885270 10.4359987 11.2710484 10.0612401 8.7190444 9.6401168 13.3951933 9.5763216 8.3844388 10.0851909 11.8083388 3.2819949 9.1060753 11.1728989 10.2012451 8.6440827 2.2346852 11.2561343 9.6891966 10.6361400 7.7603427 13.1801354 7.8552778 12.5763957 10.1811105 8.0860242 2.3278023 7.0331917 9.1511683 8.1335450 4.5372526 9.6179409 9.8090959 5.0282420 11.3871454 6.7954059 9.5095745 10.6201226 10.4247664 7.3803693 6.4519216 6.2761691 -0.6723126 NA 8.7498657 11.2736106 7.6984887 -0.6723126 6.5027268 5.9860127 9.7329424 8.8679289 9.3043650 10.3529406 NA 11.8786680 2.7872235 10.1630619 1.1351408 10.6695366 10.5898959 9.1662171 10.2982664 10.5822391 -1.6720827 11.3302644 10.5945875 10.5922436 8.8276469 9.8430080 6.2878029 4.2346929 13.5313402 10.3358794 11.7021613 11.7697440 10.9082951 10.2229976 11.0843573 11.1919871 10.3663771 11.4264911 1.4977401 10.1173347 5.8435015 -0.6723126 -1.6720827 8.4851478 9.9788527 10.9671417 13.0608582 10.4676721 1.1351408 11.4359987 11.3544973 8.2301761 8.6754222 12.3198542 9.8236561 10.0831059 8.4165894 11.7716511 11.4009383 9.5875443 10.2138786 6.5421203 9.4775480 -0.0872735 12.9857893 10.5518026 12.5305370 10.5992640 12.6854904 10.3369298 11.2863537 8.0403281 10.0933772 11.4227034 10.1287009 9.6384138 9.5578215 10.1029998 -1.6720827 11.2941983 10.6486015 9.9188558 -1.6720827 2.5757238 9.2935852 7.8284037 1.4977401 12.2640709 9.8415187 9.8415287 0.3278023 10.1193708 8.4177677 9.6792924 0.6497534 7.6919354 7.6384135 11.7050115 10.9487081 6.0489010 10.3000628 9.9295718 TCGA-HZ-7926 57 1 518 8 pancreas stage iib t3 n1 mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA rx 2 black or african american not hispanic or latino 195.45.0 1 1 NA NA 1 1 3 1 2 2 0 0 0 0 0 0 0 5 0 0 0 6 0 6 2 0 0 0 0 5 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 2 2 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 6 2 0 0 6 0 0 0 0 0 0 2 0 4 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 2 0 0 2 0 0 5 6 0 0 0 0 6 0 0 0 6 0 7 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 0 0 0 2 0 0 5 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 6 5 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 8.068796e-07 4.451749e-07 10.5177467 3.4477775 6.6914783 1.0852207 6.6999153 12.3562509 6.4676740 0.5997939 6.3706072 8.0176302 10.5870420 5.9431853 11.3093788 11.6468200 11.4799737 9.2608433 8.9126609 9.8538617 10.2697260 2.1847246 11.3987357 1.7372974 11.7629244 7.7816758 10.4879124 8.1907393 3.1358303 11.9919881 -0.7221342 10.8803167 3.9217029 8.7062100 3.0327356 9.6014675 9.1067796 7.9643507 NA 7.8362707 5.8999007 5.5724713 10.1241238 15.4170814 8.0900272 6.9782895 9.8174934 9.5042621 10.7080411 14.2583911 8.8824031 NA 7.7062100 7.7413948 14.2294761 8.1673233 10.4164417 2.2778360 10.5469765 0.5997939 10.8833294 9.0771316 8.7176809 2.9782872 3.0327356 8.0125597 2.6701605 8.8092315 2.7372757 10.9280041 1.8628283 6.5586212 8.5340585 8.6221459 8.8160387 8.1937294 12.5178213 3.1847405 12.1279390 9.3533290 4.7697030 14.1403177 9.6419845 3.8324344 7.3686767 10.7339475 7.0755112 2.3653006 0.2778658 9.2450761 9.7140409 7.8014115 7.7596492 10.3358416 6.0657532 14.3762521 9.9226074 9.8353135 10.7844054 11.9813209 10.4732220 8.0108654 6.7290605 4.1847405 11.2150287 10.4833377 9.6601658 -1.7221342 12.9985751 11.5315497 10.9796285 11.0113122 12.5001165 11.5006448 8.1650703 8.5861890 5.7856447 10.7631761 12.1485036 10.2082177 NA 4.9360631 7.7124782 13.0943336 10.7298336 13.2715402 8.6787294 5.3546637 10.0932332 5.9794675 8.0040682 10.6711008 10.3287188 11.4006779 8.0673833 9.4458951 9.9590882 6.3222436 0.8628283 12.3540809 5.1726675 1.7372974 11.5018516 12.9269938 2.4477643 9.9333805 5.8856232 9.1944757 5.2890783 7.4848640 9.0948335 12.1291109 9.5764853 9.9507171 1.8628283 6.8962355 9.8063039 8.3666383 10.3317757 NA 10.7619175 10.8784597 10.6693620 6.3112724 8.1186276 7.7515554 -0.0448220 -0.0448220 -0.0448220 0.0953630 0.0126550 0.0126550 0.0831980 -0.0833330 0.1103800 -0.0630320 -0.0630320 -0.0630320 0.0015255 -0.0102320 -0.0102320 -0.0102320 -0.0935350 -0.0114730 -0.0114730 -0.1064400 0.0077783 0.0077783 0.0301690 -0.0019399 -0.0019399 -0.0448220 -0.0448220 0.0953630 0.0126550 0.0831980 -0.0074720 -0.0074720 0.0000000 -0.0833330 -0.0833330 -0.0833330 0.1103800 -0.0630320 0.0015255 0.0015255 -0.0799830 0.0122370 -0.0430590 -0.0102320 -0.0102320 -0.0102320 -0.1160000 -0.0525030 0.0072217 -0.0935350 0.0153080 -0.0114730 -0.0114730 -0.1064400 -0.1064400 0.0077783 0.0077783 0.0991420 -0.0521260 -0.0521260 -0.0019399 -0.0019399 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.110 0.110 0.000 0.000 0.000 0.000 0.000 0.000 10.0669759 11.6193687 10.0747006 10.5747661 10.8923297 9.3599990 8.2806650 6.5018515 9.5452219 10.6157505 10.3977636 10.2108028 12.9926320 11.6199245 8.9722078 6.9144748 -1.7221342 11.1311594 10.3081721 10.0293939 13.1873066 10.8362706 9.8614029 10.0247840 9.3174544 10.7075181 9.4465220 10.6483384 14.4765059 10.4848642 9.2429126 8.7331770 3.4873063 14.1403177 12.3011711 3.7372866 3.7372866 10.3831037 NA 10.5331736 10.6287891 9.2876784 10.8703069 7.9180946 10.3801537 10.9056117 10.7606578 12.8297383 3.1847405 -0.7221342 11.2588819 13.4477749 11.6000020 10.9430459 10.3870276 9.9551291 10.4510491 11.1883052 11.6193687 11.9561199 12.2141197 0.8628283 1.2778658 11.3093788 9.8693722 9.1123209 10.5747661 10.4177209 7.0948335 7.5632520 8.8121529 8.8599919 7.8362707 12.6116342 6.7105172 7.4199568 8.6430787 8.4602441 10.5239937 9.5452219 8.8458058 9.4477749 10.4151613 10.1745607 8.7935497 7.6999146 13.5755185 9.5873262 8.0852047 10.3977636 11.3035086 3.9782872 9.0500489 11.0962323 10.8548065 8.9422972 2.4477643 11.8603447 9.8707740 10.7764498 7.2636917 15.1826844 8.0176302 13.5671123 10.5533925 8.9333805 -1.7221342 7.6404076 10.0811738 10.3081721 6.9886563 9.6493325 10.0293939 8.6604737 10.9338278 6.5632527 9.5018515 10.5216189 10.1574331 9.2443553 9.8874904 5.1107391 1.9783055 NA 8.2890773 10.8362706 9.3174544 -0.7221342 6.9538065 7.2085875 9.5980864 8.8916394 8.9422972 10.1241238 NA 12.4582253 -0.7221342 10.3358416 1.5997939 10.6483384 10.8590504 9.7072566 10.2450761 10.4848642 -1.7221342 13.4517612 10.4013247 12.2112639 9.3533290 9.8599919 5.3002189 4.7041139 13.3116170 10.7497790 11.2128307 11.8276117 10.2897759 9.8009217 8.2421909 11.1952220 10.1585813 11.4242594 -1.7221342 7.3140231 5.7535831 NA 6.0852058 6.3811380 10.7844054 11.1321339 10.7585240 11.2214636 2.1847246 10.9680661 10.8703069 7.9180946 8.7135202 12.4249753 10.2041459 8.7796872 8.4982281 11.0435504 11.5659950 9.7935497 10.3909408 7.1043985 10.7631761 4.2085875 12.1485036 10.0163644 12.5922915 11.1753172 12.8297383 9.9485061 11.0734837 10.4973210 10.6711008 11.3029894 7.9800224 9.6154718 9.0996240 10.4586914 -0.7221342 10.7174522 10.4948988 10.3553333 8.0243640 2.9217029 9.2981354 8.3995646 3.8628084 10.2000625 10.1341470 10.3906151 0.5997939 9.9329333 8.8199629 10.3870276 -0.7221342 8.1012172 7.8477057 12.0865124 11.0180523 6.5066686 8.7176809 9.7444363 TCGA-HZ-8001 69 0 NA 706 pancreas stage iii t4 n0 mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 210.45.0 1 4 5 2 3 3 3 3 2 3 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 5 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 6 5 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.560468e-06 5.548332e-07 9.7620543 1.0321008 8.5367139 NA 7.7129809 14.4022361 6.6701676 1.5175277 6.9769524 7.9628312 10.7168423 7.4001639 10.5086373 11.0046887 10.9058453 9.7735606 8.4600348 9.6468035 13.0967017 6.6349780 11.6127291 2.1696044 9.8624503 9.2395961 10.2293103 6.0410831 5.4380865 9.4440282 NA 8.5897489 2.7101727 9.5626950 2.5175277 9.7843070 8.1959947 8.8108280 0.2951352 8.1919648 0.7101727 5.2179596 9.2120026 15.6168565 8.8560977 4.6643634 9.5501567 10.0824865 12.7360837 16.0104734 9.0365951 3.0321008 5.5303455 7.7313401 13.9592790 8.9266930 9.1520724 1.5175277 11.0405223 NA 4.7325351 8.2493244 8.4750370 1.2951352 4.6170575 7.7435883 4.5175214 8.4261276 -0.2898273 9.4923447 0.2951352 7.4278416 9.5517298 9.4766944 9.5540865 8.6716154 11.1345943 5.1364293 12.5856269 8.3843577 5.4650537 12.6745064 10.5970053 5.7325324 6.9651470 9.8775837 9.7936449 1.5175277 NA 9.3949141 9.7234883 9.2356864 8.2951279 9.0287084 4.6409043 14.5903230 11.1964978 10.1264353 9.2219182 11.4549994 10.2134944 8.3376995 11.3195751 6.1531081 10.3565487 9.4149338 9.7620543 0.7101727 10.1833639 12.4940846 10.1096357 10.3924710 10.1757319 11.6521301 8.2454410 8.8662487 5.2647541 8.0207783 13.1680594 8.1343318 NA 5.8999901 6.9722607 12.4367030 11.2719308 13.2926016 8.1301257 5.3825912 9.8095133 6.0683333 7.5866822 9.9955678 9.9669639 10.8196698 7.7949740 9.1970006 9.0830306 3.5681416 4.2647541 11.4600350 3.1024902 4.1024818 10.5343288 12.6375731 4.8999925 8.9944111 7.6367877 10.1644649 5.5556567 8.4226926 10.1083748 10.8352561 9.7178937 10.9247882 3.3540148 6.9675537 9.0298377 7.2060209 9.9256985 -0.8147677 10.9810448 11.1075728 9.9740216 3.6643577 8.2551301 7.9932537 -0.0307990 -0.0307990 -0.0307990 0.0013093 -0.0612710 -0.0612710 0.0236280 -0.1535600 0.0173260 0.0219460 0.0219460 0.0219460 -0.0703430 -0.0332080 -0.0332080 -0.0332080 -0.0613620 -0.0711460 0.0095106 -0.1299900 -0.0186090 0.1317600 0.0152300 -0.2478300 0.1215400 -0.0307990 -0.0307990 0.0000000 -0.0602860 0.0236280 0.0234160 0.0198440 0.0223660 -0.1535600 -0.1535600 -0.1535600 -0.0273640 0.0219460 -0.0703430 -0.0660580 -0.0679340 -0.0679340 0.0117400 -0.0332080 -0.0332080 -0.0332080 -0.0332080 0.0138330 0.0199840 -0.0632600 0.0208250 -0.1521500 0.0095106 -0.1299900 -0.1299900 -0.0186090 0.1317600 0.0058923 -0.0473350 -0.0473350 -0.2566400 0.0947010 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 -0.130 0.000 0.132 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.154 -0.154 0.000 0.000 0.000 0.000 0.000 0.000 -0.120 0.122 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.130 -0.130 0.000 0.132 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.154 -0.154 0.000 0.000 0.000 0.000 0.000 0.000 -0.120 0.122 9.9874529 10.8342869 10.1649789 11.0671676 9.6080110 9.3612172 8.0185045 6.5175198 9.2000136 9.3630105 9.4591970 10.2351969 13.0172952 11.4660963 8.8560977 9.3239550 7.0230479 11.5726092 9.2100113 9.7572895 12.1516988 10.9356743 10.8838427 10.1731789 7.4414843 9.9886150 7.7976285 9.9932655 12.9817745 10.2317660 8.9208369 7.8825929 4.5928098 12.6745064 10.9431860 5.9675537 5.0320920 10.9827953 NA 10.5747386 11.3301562 8.3701612 11.0377182 8.3230340 10.7069920 10.4235520 10.9713790 12.0922491 6.0588944 -0.2898273 10.1437509 12.9642345 11.2450374 9.8267758 9.7422112 9.9141253 8.0320937 11.0472299 10.8342869 11.8614993 12.0684046 2.6170633 4.3825912 10.5086373 8.6379435 8.2894813 11.0671676 10.7715368 6.7976278 7.4312644 8.3100783 8.1593143 6.8239073 12.0850692 6.9649103 7.9317528 8.2493244 9.0444389 10.6129175 9.2000136 9.6672675 10.7596738 11.5213395 10.2762196 8.6049835 9.3914039 12.8842330 10.0997969 8.3376995 9.4591970 10.7370348 1.0321008 9.5809310 10.8009396 9.9509569 8.9509568 2.7101727 10.8326700 10.0070818 10.6755891 7.9171799 13.0367355 7.7380713 11.4438165 10.0824865 9.0309661 7.0230479 7.0397372 9.1939814 9.2100113 6.2800209 9.4142508 10.3326750 8.1364303 12.1929735 8.1131775 8.4329732 10.5685351 9.8609473 8.6230548 7.2493240 2.8800977 1.2951352 NA 9.9868715 10.9356743 7.4414843 0.2951352 7.6585328 8.0677178 9.7742346 7.1613768 8.5820708 10.1556978 -1.2898273 12.0333611 6.6701676 9.6745064 1.2951352 9.9932655 11.4566798 9.0047862 10.3440689 10.2317660 0.2951352 11.2219182 10.7203440 10.1211468 8.3843577 10.0207783 5.7869805 4.3248754 14.0754969 10.1629216 10.2946583 11.3597541 11.0304020 10.3839163 8.4380861 10.8500366 10.2752676 10.9548267 0.2951352 8.8599127 6.1364293 NA -0.2898273 8.7668032 9.2219182 11.0933298 11.6323392 10.1949884 2.2951352 9.8900747 11.0377182 8.3230340 9.1322303 13.0182201 10.3068212 8.3984158 5.9389844 11.5144983 10.2522301 10.0539065 9.6687182 4.3248754 8.0207783 6.1777703 13.1680594 10.5916619 12.5358200 10.2556127 12.0922491 10.3652490 11.4710933 8.7775999 9.9955678 11.1891879 9.7373804 10.2733618 9.1237934 10.5962432 -1.2898273 9.6781122 10.3975413 9.0655166 7.7185938 1.5175277 8.5029559 9.5562121 1.8800977 9.7483987 10.4780107 9.4304099 3.8394457 9.5517298 8.3267144 9.7422112 3.5681416 7.8471563 8.4650529 11.3278625 10.3458837 6.6817093 8.5477934 9.9932539 TCGA-HZ-8002 61 1 366 24 pancreas stage iib t3 n1 mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 210.45.0 1 2 4 6 3 1 3 2 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 6 0 0 1.144344e-06 2.080625e-07 10.60475642 1.31932890 7.69439341 0.51197398 9.06274613 13.36530879 6.68192428 2.51199927 7.56184773 8.45890568 10.58312631 7.84962090 11.43773907 11.64891985 11.81934235 10.10632385 8.39921981 9.64578360 12.09555216 4.55639263 11.45579607 0.51197398 11.17533497 8.59281692 10.55502649 7.71657050 5.22624648 14.14391518 NA 9.51832524 4.09696177 9.67123994 5.74081695 10.01582494 9.38698054 8.42787850 -1.48802602 8.42787850 1.68194395 7.07424210 10.21417193 15.13347880 8.72631831 4.68192147 10.37889175 10.36335793 11.34627277 14.50349893 9.24416663 NA 5.66174675 7.97386724 13.74021667 8.22280553 10.78462904 2.75992279 10.55091826 0.51197398 6.78346189 9.71840307 9.75933346 2.09697021 4.57808733 8.63482738 4.59946063 9.20287021 3.31935781 10.39655137 1.31932890 9.37231029 8.61134688 9.50917880 9.25683305 8.51340744 10.20940121 5.89570251 12.35169513 9.22194473 6.14135513 11.70413791 9.89947807 4.26688397 8.45168135 10.82856360 4.39464447 1.68194395 4.64128012 9.31047100 9.83674234 9.07805338 8.63223695 10.18927838 7.74322008 14.33549087 11.25241247 9.58413177 10.78375407 11.68348882 10.94975129 8.07041992 11.60012491 4.21243705 10.73679680 10.32898284 9.57684294 3.97143319 12.11990743 11.41588107 11.29777658 10.78244346 11.06274599 11.47688156 7.88703840 8.96321024 5.34488884 9.40833165 12.72684954 9.89408289 -1.48802602 5.29335945 7.97347869 12.56821356 10.84766868 13.55810008 9.35670505 6.62574098 10.25599209 5.80238711 8.01184502 10.94895018 11.69950596 11.80791160 7.11562529 9.34172206 9.88432012 5.38236291 3.79739695 11.81149347 4.31935058 1.51197398 11.13450866 13.40899378 1.31932890 9.93826403 6.53996060 9.82714880 6.10445618 9.05985763 9.34013562 11.84599310 9.63870379 9.85795876 0.09693648 7.46619558 9.73358635 8.69811358 10.37424910 NA 11.31107846 10.86597308 10.81149351 6.19147974 8.85518493 7.07042046 -0.0073339 -0.0073339 -0.0073339 0.0291840 0.0101460 0.0101460 -0.0320410 -0.0231550 0.0255310 0.0370760 0.0370760 0.0370760 -0.0355300 0.0411750 0.0411750 -0.0071958 0.0118180 -0.0208240 -0.0208240 -0.0245240 -0.0030475 -0.0030475 0.0070826 0.0086135 0.0094491 -0.0114730 -0.0073339 0.0291840 0.0101460 -0.0320410 -0.0320410 -0.0320410 0.0000000 -0.0231550 -0.0231550 -0.0231550 0.0255310 0.0370760 -0.0235660 -0.0355300 -0.0049844 -0.0049844 0.0189430 0.0411750 0.0411750 -0.0071958 -0.0071958 0.0134010 0.0027745 -0.0104970 -0.0026322 -0.0208240 -0.0208240 -0.0245240 -0.0245240 -0.0030475 -0.0030475 -0.0085766 -0.0377620 -0.0377620 0.0086135 0.0086135 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.814924 10.670924 10.773800 10.408332 10.982658 9.753387 7.250092 7.031636 9.239920 10.083278 10.493923 10.610360 13.218603 11.733284 9.234807 8.420392 3.556393 11.575394 10.192798 9.457443 10.663590 11.474895 10.701824 10.938526 9.024740 11.065585 9.805471 10.486762 13.724344 10.658886 9.670609 8.037520 3.869556 11.704138 12.755173 4.511999 4.641280 10.152696 NA 11.396742 11.393304 9.578761 10.607396 8.579434 9.993799 11.115162 10.628668 12.911277 5.759925 NA 10.874765 12.831671 11.785839 11.103276 10.241195 10.485697 10.161044 11.2043968 10.6709244 11.7096767 11.9320910 4.6205219 4.5563926 11.4377391 9.9144784 9.2484011 10.4083317 10.6136467 7.0472744 7.9611481 8.9816409 9.5246238 7.5591231 12.6209320 6.9673266 8.0316356 9.2818371 8.7904485 9.6541063 9.2399197 8.9877327 10.7453193 11.2416200 10.2292472 8.2159028 8.4978411 13.4069591 9.5908172 8.2500914 10.4939232 11.5183253 2.0969702 9.4097011 11.2964296 11.0936706 9.2141719 2.8339223 11.1436310 10.0974313 10.2884323 7.1844241 12.6473879 8.2982688 12.4699175 10.5689756 8.8440356 3.5563926 7.5197833 10.3911995 10.1927983 6.8518490 9.2378170 10.3754111 7.0856467 11.1762243 6.6412816 9.0443550 10.3641386 10.5042295 8.5645672 10.1608061 4.1267086 NA NA 8.6906640 11.4748952 9.0247397 0.8339021 7.1949942 6.6869249 10.4252627 8.8169209 10.1193296 9.6534678 -0.4880260 12.5164831 3.7599228 11.2683471 4.0038541 10.4867615 10.1449944 9.5049375 10.4523128 10.6588861 0.5119740 11.2939736 10.2382173 11.7875418 9.2219447 10.2283900 6.0742421 3.8339223 13.5893574 10.9993368 11.2078800 11.6360850 9.9272128 10.5753943 8.9340641 10.9463668 10.5077664 11.1313022 NA 9.3885161 6.3699794 NA NA 4.7599281 10.7837541 11.8579588 12.2774376 11.4488212 2.2124448 11.7104443 10.6073963 8.5794336 9.0257268 12.2122222 10.0123432 9.1941161 8.9968220 12.0159492 11.6973393 9.7492093 10.6004563 7.3128993 9.4083317 3.9714332 12.7268495 9.8870387 12.3460752 11.3251792 12.9112772 10.4928528 10.3539566 10.9099412 10.9489502 10.8518492 9.5961432 9.2768709 9.6534678 10.7590366 1.5119740 11.3131013 10.0168182 9.6987324 2.9043107 2.9043107 9.8339274 7.8290275 1.9714424 10.9343268 9.8692653 10.7338884 2.7599228 9.9968222 8.6869249 10.2411951 -0.4880260 7.8089153 7.7238875 12.1409004 11.4090884 6.9755236 8.9340641 10.0818549 TCGA-HZ-8003 65 0 NA 21 pancreas stage iib t3 n1 mx 26-3-2015 female 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 210.45.0 1 2 3 4 3 1 2 2 2 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525791e-06 5.895103e-07 10.54087826 0.65370209 7.65740992 NA 8.62328417 13.88642832 6.75519605 2.52812119 7.18763613 8.08550326 10.57003480 4.74112178 11.67185783 11.65916994 11.72601362 9.62902797 9.28058335 9.39849147 12.72646020 5.17722019 11.21844227 2.65365624 10.74993360 9.30948659 10.61317672 3.06868801 4.97558433 13.43883764 -0.93126041 9.83439567 6.20824607 9.17591227 5.98755735 10.00386024 9.55150314 8.23611324 1.06867081 8.21589988 1.06867081 5.35409596 10.75388194 15.74600188 7.75869293 4.97558433 10.00606894 10.76696571 11.67602546 15.02434507 9.48338049 0.65370209 7.66115244 8.05595915 13.47250609 8.32608293 10.74905469 2.23863402 10.02434503 0.65370209 8.16672699 9.46850716 9.75081198 0.06873959 3.76913698 8.58242278 4.11309203 8.98008701 5.92667552 10.38441078 0.06873959 8.60979189 9.39174989 10.25171010 9.64612395 8.47596279 9.67510033 5.21844409 11.83232251 8.83853300 6.01120936 12.68925866 10.04669049 6.30710060 8.53358788 10.86311100 6.17722019 2.23863402 NA 9.25975433 9.47808602 8.57648964 8.21335360 9.92356356 8.28786380 14.29171641 11.33284452 9.87685487 10.63474917 12.14534377 10.42954222 8.34481962 7.56455042 4.97558433 11.34100420 10.33548169 9.39650610 0.65370209 17.31057127 11.40882345 11.37529802 10.71266860 11.05097579 11.49679357 8.27814834 8.83024645 5.21844409 8.59812584 12.51306303 10.41797643 NA 3.23861874 7.28301425 12.40185050 10.87605007 13.32961469 8.59617223 7.69440386 10.52299447 6.34807304 8.02289153 10.76039944 11.74663499 11.51267470 8.05171740 9.33782190 9.97332972 5.93905963 5.42624798 11.75432000 3.82358633 3.23861874 11.00054070 12.50084554 0.06873959 9.53324095 6.85842493 9.98457454 6.02289153 8.67417461 9.24860433 11.92317400 9.48549264 9.79916536 -0.93126041 7.53221954 9.66488492 8.71435372 10.60882319 0.35558015 11.18828476 11.22161370 10.78122216 6.21844215 8.58833124 7.13478464 0.00369740 0.00369740 0.00369740 -0.00198890 0.00939980 0.00939980 0.00189300 -0.02489100 0.00119900 0.00156720 0.00156720 0.00156720 -0.04060200 0.03434500 -0.00986730 -0.00986730 -0.01455200 -0.01908800 -0.01908800 -0.02963300 0.00086737 0.01442000 -0.03418400 -0.01524000 0.01442000 0.00369740 0.00369740 -0.00198890 -0.06214000 0.00189300 0.00578170 0.00000000 -0.06254300 -0.07327600 -0.02489100 0.00230900 0.00119900 0.00156720 -0.04060200 0.00078289 0.00106030 0.00106030 0.00106030 -0.00986730 -0.00986730 -0.00986730 -0.00986730 0.05874400 0.00022824 -0.06932000 0.07179400 -0.01908800 -0.01908800 -0.02963300 -0.05052000 0.00086737 0.01442000 -0.07004800 -0.00157330 -0.00157330 -0.01524000 -0.01524000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.538846 10.624243 10.617035 10.210164 10.129391 9.666748 7.503323 7.238620 9.248604 9.999433 10.301116 10.647068 13.183901 11.415763 10.340742 8.828583 5.354096 12.233445 10.298716 9.900794 10.265193 11.253880 11.374187 11.065169 8.461012 10.813109 9.623284 10.498505 13.385613 10.659750 9.637601 7.948278 4.560550 12.689259 12.401011 3.156154 4.975584 10.145511 NA 11.588823 11.447261 9.349466 11.095910 8.132090 10.038801 11.860875 10.424597 12.822539 5.156158 NA 11.518875 12.932010 11.722821 11.202743 10.663020 10.456174 9.879901 11.23830704 10.62424294 11.94521209 11.88707760 3.31662366 4.49495956 11.67185783 9.68708064 8.92667612 10.21016369 10.60105112 7.06304879 7.95133834 8.77432750 8.94980921 7.79320922 12.46060999 7.38157842 7.63855104 9.27204326 8.38610779 10.17525811 9.24860433 8.79150284 11.29179186 10.62568008 10.04525934 8.12939122 8.29751380 13.39828130 9.62424294 8.42404616 10.30111604 11.89881419 4.92667790 8.19217000 11.22762034 11.27967082 9.08550353 2.97559350 11.51861755 9.96123798 11.29390261 7.95439176 13.06083688 8.01997984 12.46128091 10.65130764 9.15084422 5.35409596 7.59170784 9.43392401 10.29871559 5.63855176 9.23055753 10.76783378 7.44807334 10.74905469 6.58439433 9.36675780 10.43774718 10.39624781 8.58044777 6.68340452 4.06869660 0.06873959 1.87605521 8.59812584 11.25388033 8.46101239 NA 6.57649039 8.68340487 9.81772653 9.15084422 8.84677223 9.15217454 NA 12.42789565 4.62328161 9.98755835 3.39062642 10.49850459 10.51526154 9.61269363 10.29751380 10.65974995 1.06867081 10.63522493 10.46529998 11.78508594 8.83853300 10.36847558 6.10211849 4.35409948 13.21375162 10.99869323 10.61172697 11.23847926 10.66161930 10.57945935 8.13209045 10.94866122 10.66255312 11.42239338 -0.93126041 8.85822878 6.39961204 NA 2.23863402 6.96351343 10.63474917 11.73846606 11.46915302 11.20568630 2.06870520 11.02579721 11.09591005 8.13209045 8.87765929 11.80720968 9.65740974 9.35756124 8.39961204 11.64470704 11.56953704 9.86473479 10.36044143 7.70894040 8.59812584 6.76913434 12.51306303 10.23297355 12.33752953 11.16935752 12.82253867 10.78422823 10.65974995 7.63855104 10.76039944 11.07572241 8.93751771 9.46101259 9.26468256 10.90592885 0.65370209 10.62520125 10.05097572 9.60591356 6.17722019 3.82358633 9.78979428 7.82187855 1.87605521 11.03952008 10.10951910 10.61221038 1.87605521 9.76739989 8.54940465 10.66301979 2.06870520 8.04597530 7.69805175 11.64753955 11.30978453 6.32608248 9.00974270 10.04382663 TCGA-HZ-8005 81 1 120 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r1 8 white not hispanic or latino 210.45.0 3 1 5 6 1 2 3 1 NA NA 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 3 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 5 0 2 0 2 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 6 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 5 0 0 2 0 0 6 0 0 0 0 0 0 6 2 0 0 1.803208e-06 4.854791e-07 9.6366841 -1.2135709 7.1571842 -1.2135709 8.9438440 15.4971826 6.1615370 -1.2135709 6.5346904 7.7435991 10.3208001 1.5938318 10.7464991 12.1383971 11.2705648 9.7355943 7.6691402 9.9457378 13.1128564 4.1788182 12.2926808 2.1084241 11.9534448 8.6858540 10.5139922 11.0879933 2.5938557 0.3715031 0.3715031 9.7068500 1.7865127 8.9451070 2.2459215 9.3554033 9.0141131 8.7201878 -1.2135709 8.8254161 0.3715031 3.6444793 8.7864970 16.1104315 8.0104990 10.6610943 9.4222153 10.1782778 11.4192653 14.5004206 8.5161180 NA 1.5938318 8.8159638 13.5805068 7.6920645 9.8566182 3.5413785 10.7475850 NA 5.1084241 8.3845498 9.1831019 4.0344270 3.7865023 7.8633128 3.3714613 8.2252889 2.5938557 9.8261016 NA 12.3859452 9.1831019 8.4938562 7.7522816 8.6721937 11.7257091 4.5678557 12.5685740 9.0672679 6.6130454 12.4006319 9.9657843 6.0249025 8.0548989 10.8502293 3.6444793 1.5938318 -1.2135709 9.6537759 9.7900151 6.8308916 7.6873638 9.7046151 5.6691402 15.0923274 9.4249330 10.2069838 10.0718994 11.7847350 10.6618626 8.4729978 6.2622302 5.0153147 11.1586902 9.6304182 9.6035768 0.7865127 7.9157802 11.4880203 10.7239924 10.5142475 10.1484410 11.0672680 8.8144030 9.0868498 5.9763224 8.1129268 12.6326731 10.2106634 NA 5.5413847 7.5612841 12.3238369 10.9962551 13.4745289 6.9713723 6.7977251 9.6058780 7.1285275 7.7551640 10.2890158 8.2923087 10.4947189 5.9157790 8.9626702 9.6668460 1.5938318 2.1084241 12.3955605 -1.2135709 2.7864918 10.7900151 12.4957964 -1.2135709 10.6174084 6.5896601 9.0117047 3.6444793 8.0032430 9.6545480 11.6520372 9.0730549 9.2520636 -1.2135709 8.0249020 9.4589225 7.9957558 10.5994766 NA 11.0634939 11.5643689 10.7966756 4.5144190 7.4085488 7.2211250 -0.188540 -0.188540 -0.188540 0.012906 -0.216990 0.408910 0.098241 0.352310 0.238420 0.229330 0.229330 3.656900 -0.167800 0.223420 0.223420 0.223420 0.207450 -0.400880 0.048233 -0.050127 -0.100550 -0.100550 0.143000 0.041430 0.041430 -0.165640 -0.165640 0.012906 -0.204010 0.056880 0.000000 0.000000 -0.114500 0.401930 0.391120 -0.207620 0.231110 -0.436720 -0.167800 -0.165250 -0.173380 -0.173380 0.050222 0.223420 0.223420 0.223420 0.281020 -0.096334 0.026907 -0.393770 0.453400 -0.400880 -0.399880 -0.050127 -0.423990 -0.100550 -0.100550 -0.199270 -0.409890 -0.409890 0.041430 0.041430 -0.173 -0.173 0.000 0.000 0.223 0.223 0.000 -0.141 -0.153 0.000 0.000 -0.401 0.000 0.000 0.000 -0.101 -0.101 -0.189 -0.189 0.143 0.380 -0.199 0.261 0.000 0.000 -0.214 0.195 0.000 0.000 0.000 -0.105 0.352 0.145 0.238 0.238 -0.437 -0.437 -0.168 -0.168 0.000 0.000 -0.173 -0.173 0.000 0.000 0.223 0.223 0.000 -0.141 -0.153 0.000 0.000 -0.401 0.000 0.000 0.000 -0.101 -0.101 -0.189 -0.189 0.143 0.380 -0.199 0.261 0.000 0.000 -0.214 0.195 0.000 0.000 0.000 -0.105 0.352 0.145 0.238 0.238 -0.437 -0.437 -0.168 -0.168 0.000 0.000 10.4172193 10.3905871 10.4504999 11.2624839 10.1118026 9.7142751 7.5776599 6.9260481 9.2510430 9.5245895 9.7942253 10.2530835 13.5358953 12.4901845 10.0736324 10.0219132 1.1084241 11.5069552 6.9209233 10.5653956 13.7249341 10.8542677 10.8776019 11.5902247 7.5678572 10.8144032 8.7907176 10.8777045 13.1076502 10.1202116 8.4303534 7.6413654 2.7864918 12.4006319 12.2168191 2.3714473 -0.2135709 9.8274718 NA 10.0183184 10.9015408 9.5678569 12.4120919 7.7377821 10.0579602 9.4738729 10.2913161 12.4218752 1.1084241 1.1084241 10.8099050 12.8969805 11.2129506 11.1383916 10.6587873 10.3568273 9.6676112 11.2548666 10.3905871 11.9098103 11.5220532 1.9564284 -0.2135709 10.7464991 9.3723987 9.1263472 11.2624839 10.8036536 2.9564284 5.6933866 9.2823522 8.5906282 7.6843426 12.2998547 7.8008249 7.6660805 4.7637780 8.1330112 11.3667557 9.2510430 9.7001347 9.8799148 11.8426268 10.3952141 8.2043496 8.8295245 12.9786359 9.7580408 8.1637075 9.7942253 10.9607987 NA 9.7041004 11.6225475 9.8937143 9.2783503 1.9564284 10.7142751 10.1440492 10.5024592 8.5413847 13.7862770 7.6843426 12.6841536 10.2677921 8.0925590 1.1084241 7.4848543 9.1319025 6.9209233 4.2459291 9.4898038 9.5237444 2.2459215 12.7001346 6.5144174 9.4589225 10.5894174 10.1140161 8.0391625 12.0235577 NA NA 0.7865127 9.3139741 10.8542677 7.5678572 NA 7.6319875 5.2459291 7.2500217 8.5363665 7.3487397 10.1089887 2.5938557 11.9233281 3.6933866 10.3237156 NA 10.8777045 11.3066248 8.8363458 10.1396439 10.1202116 NA 13.4085490 11.1396440 11.3088335 9.0672679 10.3840842 5.2459291 1.3714473 13.7357768 9.3304957 10.5497095 11.2964478 10.6197826 9.8157843 4.2459291 10.3653416 10.3266252 11.7023766 0.3715031 6.3938280 4.9763224 NA NA 7.9438440 10.0718994 10.7794355 11.8939906 11.3735714 -0.2135709 10.4103786 12.4120919 7.7377821 9.5962652 12.7502964 9.8267870 9.4721220 6.1084262 10.9843282 11.7222148 9.8989367 9.8532592 5.8633116 8.1129268 1.3714473 12.6326731 9.9880085 12.3601444 10.7161255 12.4218752 9.5914348 11.3763824 5.2294418 10.2890158 11.9419479 9.1723595 10.3261407 9.4756216 9.2672874 -0.2135709 11.1860422 11.5602545 9.5422194 NA NA 8.5480485 7.9180200 -1.2135709 9.9645396 10.3978679 9.6026809 1.5938318 9.7737612 8.4066986 10.6587873 NA 8.5075965 7.6568617 12.0642205 10.3808217 6.0153169 8.2642554 10.4249331 TCGA-HZ-8315 54 1 299 28 pancreas stage iia t3 n0 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r1 0 white not hispanic or latino 247.44.0 1 3 4 3 1 1 2 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 5 0 0 0 0 0 0 6 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 2 0 0 0 0 0 0 0 0 0 2 5 0 0 6 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1.418995e-06 5.564687e-07 10.2646957 -0.4010632 6.9026959 NA 8.0827313 14.0916765 6.9072548 3.9208459 8.2731079 8.5458221 10.5516569 5.4318068 11.2280446 11.8516565 11.4104911 10.0812195 8.8022637 9.5890196 11.9772105 3.9208459 11.9194342 1.7688407 11.1195344 8.8900864 10.2867287 4.7887379 4.2427702 12.5657816 NA 9.1932402 3.4568981 9.1857556 4.0907688 9.6282029 9.4654219 8.1341912 NA 8.1535044 1.1838993 6.6757313 10.2436732 14.5887980 8.2499672 6.9026959 9.9123656 10.6784005 12.1252927 13.9883118 9.3629579 NA 4.3268393 7.7203975 13.8123997 8.1573363 10.6357762 2.0583511 10.1141128 -1.4012537 8.5222433 9.2651396 9.5883102 3.9208459 3.9912361 8.2355404 3.4062645 9.1923069 3.5531147 10.6094438 -1.4012537 6.6157238 9.2757544 9.1205160 9.0136010 8.8527633 11.6033118 4.9564656 12.3988044 8.9509591 5.6650061 12.5857355 9.7942878 4.3268393 8.3735873 10.8995543 5.9997949 2.1838676 -0.4010632 9.4325964 9.6212836 7.8059302 8.7035143 11.0188759 5.8180836 14.9463121 10.0792010 10.6195485 10.3588039 11.6231896 10.4234767 7.5790549 5.3538032 4.7281981 10.6499955 10.2039322 9.6963684 NA 11.5715366 11.4712058 11.1618354 10.5579577 11.7018756 11.5891970 8.4126969 8.3504597 5.6101419 9.5911461 12.6375775 9.8083691 NA 4.7486652 7.1535044 12.3966785 10.8423873 13.3891114 8.8144488 6.6596121 9.7002349 5.4960341 8.0125435 10.2293785 10.9078235 11.4240733 6.9072548 9.8438741 9.9788356 5.4815573 2.8468343 12.0233445 6.1302967 1.1838993 11.7916708 13.3916043 3.2427702 10.1730361 6.3403825 9.9657843 5.7985871 7.7587869 9.0521863 11.9657843 9.5854689 9.8325353 5.5989160 6.7936722 9.6129361 8.0167682 10.3195875 0.5362519 11.1170771 11.1611582 10.8747492 5.5989160 8.8981237 8.0987617 0.00416320 0.00416320 0.00416320 0.00346870 0.00332990 0.00332990 0.00750000 -0.23012000 -0.00152430 0.10848000 0.10848000 0.10848000 -0.00110870 -0.00069303 -0.00069303 -0.00069303 0.00000000 0.70457000 0.00124810 -0.15528000 -0.04644800 -0.04644800 -0.00097017 -0.01354000 -0.01354000 0.00416320 0.00416320 0.00346870 0.00332990 0.00750000 0.00750000 0.00750000 0.00861350 -0.23012000 -0.23012000 -0.22871000 -0.00152430 0.10848000 -0.49298000 -0.00110870 -0.00543510 0.00177250 -0.00097017 -0.00069303 -0.00069303 -0.00069303 -0.00069303 0.00638710 -0.00415460 0.00000000 -0.00166290 -0.24740000 0.00124810 -0.15528000 -0.15528000 -0.04644800 -0.00581400 -0.00456950 -0.01546600 -0.05597200 -0.01354000 -0.01354000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.247 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.230 -0.230 0.000 0.000 0.108 0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.247 0.000 -0.155 -0.155 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.230 -0.230 0.000 0.000 0.108 0.108 0.000 0.000 0.000 0.000 10.210863 10.697606 10.379045 10.581909 10.959214 9.525212 7.786268 6.082732 9.828335 10.118061 10.389671 10.359636 13.556562 12.184582 9.182939 8.794903 3.728204 10.961408 9.860423 9.674395 10.553650 11.379455 10.436938 10.733021 9.870962 10.789049 9.612936 10.269718 13.803831 10.386410 9.778825 8.520757 4.598913 12.585735 12.478690 2.846834 3.846844 10.453395 NA 11.162112 10.842090 9.306275 11.404458 8.178232 9.899268 10.760048 10.419892 13.193299 5.198828 -1.401254 10.874458 12.791131 11.775327 10.536551 10.138559 10.649445 9.877110 11.0895159 10.6976058 11.5056185 11.7456434 3.3538032 3.7688407 11.2280446 9.8307369 9.0408223 10.5819092 10.4545628 5.6212841 7.2924026 9.4286384 9.3259851 7.5531116 12.1769345 6.7023611 7.1913731 8.8205029 8.8120200 9.9717808 9.8283353 8.8750400 10.0220317 10.6264762 10.5833341 8.6757313 7.9890845 13.3254000 9.5811963 8.3949552 10.3896715 11.3306590 3.4062645 8.9773732 11.1594873 10.7524677 9.2319109 2.2993619 11.3658586 10.1244364 10.6223236 7.3062750 13.5724785 7.4846119 12.5647902 10.6319945 9.1116560 3.7282035 7.4912158 9.2836644 9.8604230 6.4506653 9.4917014 10.2282723 7.7178567 10.8577762 10.2669142 8.6837242 10.4815588 10.3496227 8.2062461 7.8301368 5.9026959 2.5058147 4.0251794 8.6143307 11.3794555 9.8709622 1.4062645 6.9739556 7.1913731 9.1697201 8.0887639 8.9880092 10.1988286 0.9208268 12.4250669 1.1838993 10.9009834 1.4062645 10.2697180 10.0857507 9.0716066 10.7064598 10.3864102 -1.4012537 12.5883989 9.9559178 11.4146992 8.9509591 9.8598353 6.3131606 3.2993619 13.3760682 10.4046595 10.9340269 11.6374541 10.4600026 10.0434130 8.6240552 11.0945209 10.2941440 11.1322454 NA 8.3981973 5.2854170 NA 7.8727112 8.1185518 10.3588039 11.5891970 11.7908509 10.9396004 1.4062645 10.6230164 11.4044580 8.1782316 8.7663338 12.0237381 10.1682967 10.1278582 7.6890279 11.1472560 11.2952312 9.5747636 10.5129270 7.3028189 9.5911461 6.2136253 12.6375775 10.0356272 12.5466439 11.0180859 13.1932986 10.2508643 10.3625431 8.7998142 10.2293785 11.0980141 8.8680425 9.0019278 9.4046596 10.3823232 -1.4012537 11.1168311 9.7682144 10.5020444 2.2993619 2.9208459 9.6670221 7.9524815 0.9208268 11.1385592 10.6175089 10.1390438 2.1838676 9.3259851 8.6046666 10.1385592 4.5296523 7.3835505 7.7837912 12.0887637 11.0542429 5.8468443 9.5465526 10.1544635 TCGA-HZ-8317 69 1 378 16 pancreas stage iib t3 n1 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r1 4 white not hispanic or latino 247.44.0 1 2 NA NA 2 1 3 2 2 2 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 6 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.045948e-06 4.854791e-07 10.07770739 6.62031515 8.75407709 1.02786178 6.82875850 12.89339877 6.86706247 0.02786178 7.13114701 8.14939250 10.60103254 5.94672150 11.10667678 11.20301849 11.47700743 9.81412836 8.79273044 9.32018047 11.05507368 8.39199364 11.64394811 NA 11.39445423 7.64991072 10.49648282 3.42017246 4.83521164 14.01192117 -0.97227974 9.51167459 5.51971173 9.25787927 3.98205352 9.68785469 8.89822347 7.84484257 NA 7.58244762 0.02786178 6.62031515 9.51368812 15.46525327 8.12852128 5.15714075 10.53168449 10.67261636 9.79852267 14.15814781 9.26387292 NA 5.76932479 8.58522659 13.49743703 8.31872988 10.39527353 1.61282428 10.32878329 -0.97227974 7.57475321 8.98930849 9.72221667 1.02786178 2.93474294 8.23487298 4.58244762 8.80757807 4.91050243 10.80058577 1.83519648 8.85758140 8.51569866 8.56118864 8.15198004 8.72482623 11.47132039 3.02786178 12.21598397 8.78608205 5.88584033 13.85321514 10.06814854 6.20776794 7.87717000 10.45987860 9.11664703 3.34978987 0.02786178 9.39854619 9.64256873 8.66810387 8.31326082 9.96376050 6.51167518 14.12839795 10.73694263 9.92646012 10.60905940 12.12539716 10.10534219 7.81576113 9.21397298 6.10467423 10.88583202 10.26387303 9.72569515 0.61277711 16.54525907 11.61305610 11.04321810 10.53903325 11.52596006 11.43193594 8.46872789 8.90590983 5.50359362 9.33733512 12.64348844 10.32477506 NA 5.71435818 7.34074206 12.68752027 11.01831738 13.59492360 9.01654340 5.02785735 9.80839857 7.15518253 7.85440715 10.74176940 11.66855564 11.46717028 4.88583789 9.12589076 9.84963279 6.55142066 1.02786178 11.75407697 1.61282428 0.02786178 10.97622600 12.99733526 2.34978987 9.24581650 6.22753123 9.76172159 6.71435955 8.38321006 9.10734368 11.91412696 9.49750060 10.13899450 1.02786178 7.40289865 9.61469862 9.14420268 10.40994234 NA 10.96007356 10.83843042 10.67756409 5.84803698 8.24944582 6.51971173 -0.01565200 -0.01565200 -0.01565200 0.00439250 -0.00088003 -0.00088003 0.00000000 -0.03045100 -0.00268060 -0.00068171 -0.00068171 0.03547400 -0.05392800 0.00119960 0.00119960 0.00119960 0.00356890 -0.00503280 -0.00503280 -0.01798900 -0.02127500 -0.00821070 0.06789800 0.00092217 0.00092217 -0.04434100 -0.01565200 0.00439250 -0.00088003 0.00000000 0.00000000 -0.02421800 0.00050613 -0.03045100 -0.03045100 -0.06723700 -0.00268060 -0.00068171 -0.05392800 -0.05392800 -0.00060288 0.00134430 0.00189330 0.00119960 0.00119960 0.00119960 0.00119960 0.07170600 -0.00517100 0.00606040 0.00092217 -0.00503280 -0.00503280 -0.01798900 -0.01798900 -0.02127500 -0.00821070 -0.00530930 -0.07111800 -0.07111800 0.00092217 0.00092217 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.138995 11.388980 10.259680 10.207768 10.353164 8.964497 8.497501 6.428739 9.111338 9.976226 9.977685 10.092602 12.932305 11.614464 9.510667 8.061282 1.612824 11.596528 10.692306 9.817392 11.447579 11.584844 11.176335 10.588669 8.327067 10.399091 9.746392 10.438999 14.005362 10.777309 9.313261 7.675317 4.027862 13.853215 11.857383 3.612824 6.294645 10.173154 NA 11.519211 10.575235 9.029267 10.543066 8.261479 10.070202 9.437250 10.888170 12.681040 5.136384 NA 11.399091 13.106593 11.390824 10.678332 10.400724 10.161643 10.042939 11.39500050 11.38898012 11.77122059 12.42325904 2.48728053 4.19778678 11.10667678 9.47803909 8.86232988 10.20776794 10.41318194 6.67171513 6.62777170 8.72134566 9.17887545 7.09394780 12.35400736 7.98997402 7.40723717 8.76426089 8.67711496 9.98495357 9.11133810 8.97768548 10.25547477 10.56604776 9.96376050 8.05299835 8.83360264 13.34823629 9.56992338 8.40940154 9.97768548 11.37381838 1.61282428 8.06787423 11.46820894 10.79190098 8.62591117 1.83519648 11.10567592 9.78441515 10.26447098 7.83843057 13.27170220 8.23487298 12.75546023 10.38925435 8.69319456 1.61282428 7.73621858 10.80223410 10.69230610 8.07498274 8.93984980 9.92721573 7.90130317 11.67306690 5.25667858 9.23243004 10.68963690 10.06462314 8.63518919 6.19778285 4.64256873 -0.97227974 -0.97227974 8.88272710 11.58484377 8.32706665 NA 6.72134531 5.95859679 9.99436419 8.98205523 9.03628737 10.31383888 NA 12.21211429 0.02786178 10.62451447 2.93474294 10.43899899 10.56264798 9.58532257 10.17315417 10.77730924 0.02786178 11.45018643 10.26745738 11.42312516 8.78608205 10.35147661 5.79604221 4.07225161 13.38602921 10.45883392 11.64072729 11.56834046 10.62637662 9.96670328 10.09394793 10.73909555 10.04048330 11.01120873 -0.97227974 7.79604285 5.83521417 NA NA 6.91660204 10.60905940 11.25155886 11.59095970 10.83642085 1.02786178 10.71872979 10.54306586 8.26147863 8.74382091 12.14290246 10.01583330 9.33505957 9.19527697 11.11565312 11.77395319 9.87256454 10.53515793 6.88584033 9.33733512 5.48729018 12.64348844 10.37824554 12.23411007 10.96523264 12.68103976 10.23059488 10.63148512 11.36352828 10.74176940 11.02397919 8.69851507 9.34527151 9.01938056 9.93098742 NA 10.78191119 9.97768548 9.74810310 3.34978987 3.06963343 9.45097470 8.00999653 0.61277711 10.95970431 10.20036126 10.09327494 1.02786178 9.56507713 8.62031588 10.40072385 0.02786178 7.89822347 8.05576506 11.78691473 11.15971577 5.92267597 9.84883542 9.88739352 TCGA-HZ-8519 73 0 NA 454 pancreas stage ia t1 n0 mx 26-3-2015 male 2012 NA pancreas-adenocarcinoma-other subtype yes NA NA r0 0 white not hispanic or latino 247.44.0 1 2 3 4 3 3 4 3 2 3 0 2 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2 2 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2.427395e-07 1.040312e-07 10.3923335 2.1640783 6.2465430 -0.3384328 8.6407673 13.5124183 7.2238231 1.9834953 7.3643299 8.5644578 10.8104805 6.9714355 11.2545045 11.2096573 11.9755026 10.2599431 9.0773221 9.7472741 12.1430435 4.3803970 11.2231865 1.5360529 11.0723850 7.8710335 10.5044544 6.2515430 4.4341678 9.8243913 -0.3384328 8.9623142 6.6118938 9.1720149 6.7666164 10.0864465 9.2314360 8.4860088 -0.9233041 8.6839480 -0.9233041 6.0709710 9.6369506 15.2528300 8.3527422 6.3666369 10.2679855 10.3962900 10.4366419 15.4999882 9.3597063 0.3985693 9.3334161 7.1438097 14.0240721 8.1984362 10.6431477 1.3985693 10.7792191 -1.9235777 8.8702211 9.3144253 9.8348411 -0.9233041 3.5684700 8.2174474 5.3895014 9.2854619 5.9031660 10.3066383 -0.9233041 8.7114288 8.4976307 9.5508308 9.4153543 8.8365061 9.4281093 3.7490408 12.2255710 8.9345988 5.8967974 13.2865661 10.4952610 5.9221074 8.3748982 10.5551347 8.6531023 1.9834953 -0.3384328 8.9228918 9.4080947 9.0088325 7.6445738 9.9634575 7.4838859 14.0429205 11.5133294 10.3069385 10.3316464 12.4193176 10.8805471 8.3940305 10.2882020 4.8045389 11.2766812 10.7134690 9.3988841 0.3985693 8.9653612 11.8002788 11.2119520 10.8058434 10.9562011 11.4717503 9.6312067 9.1474097 5.8248111 9.0702640 12.6178355 9.8698147 NA 4.9469834 7.7330424 12.7690154 11.2269998 13.3197174 8.6820974 6.2515430 10.5829254 4.9963164 7.7735856 11.0097718 10.8667627 11.5092902 6.4120075 9.4705446 9.6690748 5.3150227 6.9189682 11.5942872 6.2110434 3.3245514 10.4451243 12.9625525 0.0765591 9.8045383 6.4991028 9.7644309 5.8967974 7.9126684 9.3480808 11.8781241 9.6839482 9.7835455 1.0766275 6.5442242 9.7774911 8.3996727 9.7857016 NA 11.4376021 10.6516843 10.4519289 6.4774976 8.9087166 6.1264670 0.02946600 0.02946600 0.02946600 0.00541390 -0.01106000 -0.01106000 0.00041593 0.00124810 -0.01406700 0.01606500 0.01606500 0.06751800 -0.01009400 -0.00899060 -0.00899060 -0.00899060 0.00417120 -0.02151000 -0.02151000 -0.05644200 -0.02999400 0.01460900 0.00833510 0.00231330 -0.00189620 -0.06074800 0.02946600 0.00541390 -0.01106000 0.00041593 -0.06214700 -0.06214700 0.00569190 0.00124810 0.00124810 0.00124810 -0.01406700 0.01606500 -0.01009400 -0.01009400 0.00027728 -0.00455600 -0.01546600 -0.00899060 -0.00899060 -0.00899060 -0.01577900 0.06622900 -0.05953800 0.00417120 -0.01711600 -0.02151000 0.00597000 -0.05644200 -0.05644200 -0.02999400 0.01460900 -0.00719580 -0.01064600 -0.01064600 -0.01358800 -0.00189620 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.4681300 10.9291474 10.3507048 10.2013854 10.7139220 10.4153542 8.7543374 6.5319444 9.0989856 10.3692271 10.2405819 10.6143216 13.3830712 11.0019868 9.1942609 7.9485232 9.1460676 13.1736623 9.8147101 9.7018701 10.6702704 11.5121579 9.8730631 10.3786856 8.6206165 10.4699466 9.1325781 10.6046861 13.4798629 10.0631710 9.4737577 8.4817595 5.2263659 13.2865661 11.3141266 4.8710354 6.7455022 10.2707591 -1.9235777 10.8930016 11.9442827 9.3792568 10.8000655 8.5288592 10.3331214 10.9041591 10.6157767 12.7530708 5.0878447 -0.3384328 12.0257150 13.0805310 11.7435608 11.0531354 10.3186010 10.9053494 9.2407956 11.3457445 10.9291474 11.4512498 12.3421596 2.3245514 6.8448024 11.2545045 9.5849078 9.2308030 10.2013854 10.2292196 5.6079990 7.5784550 8.6995849 9.6225475 7.2490452 12.3906345 7.4231092 7.9835084 10.7631184 8.5226671 9.2818002 9.0989856 8.9661218 10.2339647 10.8809506 10.6756008 8.3174090 9.7516928 13.2432909 10.1312221 8.2775166 10.2405819 11.8138652 1.3985693 8.5656029 11.2235047 11.0700870 8.7204741 3.1640783 10.9380925 9.9550519 9.7547778 7.1453962 12.3116597 7.9236751 11.5575343 10.5898519 9.4125665 9.1460676 7.6665876 7.5604337 9.8147101 4.9469834 9.1572555 10.0825932 6.0709710 10.5782062 6.5844124 9.7477165 10.2017083 10.5138003 8.1274053 5.1534325 5.0424036 2.4689482 NA 8.9895072 11.5121579 8.6206165 1.2465297 6.9835090 5.5844124 9.9626955 8.6350386 9.5091598 10.0333569 5.8710329 11.9592609 5.0073570 9.8514049 5.7977160 10.6046861 10.7735854 9.5442234 10.3227646 10.0631710 0.6615672 10.3669247 10.5036687 11.3001671 8.9345988 10.0902895 6.2415256 4.4860064 13.2146096 11.1010649 10.3012225 11.6090225 9.7912927 10.1041783 8.2515435 10.7872090 10.5370737 11.2219132 -1.9235777 9.4737577 6.1851430 -1.9235777 -1.9235777 7.7718460 10.3316464 11.6464734 12.3346148 11.0878451 2.1640783 11.1151940 10.8000655 8.5288592 9.1264665 12.4682642 9.5829255 9.4258990 6.1210113 11.6840637 11.8134425 9.4624802 10.6295270 6.9469823 9.0702640 3.3245514 12.6178355 9.8227121 12.2260474 11.0590767 12.7530708 10.5370737 10.7472741 6.0934271 11.0097718 11.2153696 8.8390000 10.2250944 9.1332555 10.5198204 -0.3384328 10.7799396 9.9345988 9.3463289 3.9346014 2.8315125 9.5518445 8.2056046 2.7204755 10.1507593 9.7563750 9.9684016 5.6388616 9.2848521 8.5217881 10.3186010 0.0765591 8.1480805 8.2627319 11.5086377 11.6355168 7.5195616 9.7857016 9.8306702 TCGA-HZ-8636 58 1 545 5 pancreas stage iv t3 n0 m1 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r1 0 white not hispanic or latino 247.44.0 2 3 NA NA 1 2 1 1 1 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 6 0 0 0 0 0 2 0 0 0 0 0 1.872562e-06 3.814478e-07 9.88181586 1.80554011 4.43780033 NA 8.12565833 14.53899494 6.71242520 3.06856763 7.39649604 8.29738770 10.43270370 3.12746820 11.57735424 12.00819970 11.61256754 9.87806931 9.02179562 9.84500212 11.57784925 3.39050261 11.88994446 2.73153084 11.84308160 8.70035232 10.45730392 5.18404617 4.29096251 10.60481626 1.65351867 9.78281463 5.37842492 9.41950834 5.80553495 10.01742297 9.76843065 8.27476950 -1.51622291 8.19785213 1.65351867 5.99930554 9.89034302 14.79648953 8.08537738 7.10199247 9.81284233 10.95273957 11.06762951 14.21860720 9.24847815 NA 6.87592378 8.27299362 14.48514672 7.63081170 10.43489131 3.57107000 10.81704152 0.48357074 8.44360831 9.04870864 9.07138406 2.39050261 2.06856763 8.47796019 3.76901000 9.67589936 3.73153084 10.99189657 -1.51622291 10.43598387 9.24016285 9.54767558 9.05346219 7.87162375 12.26987621 8.43489131 12.25251453 9.17535019 6.39049745 14.09684928 9.61739106 7.18751044 8.52292319 10.76060328 11.13376078 3.00715961 -1.51622291 9.72678048 9.67033988 7.57371913 8.29096159 10.53583494 7.29417776 14.67920947 10.58656642 10.44541800 10.60092498 12.10439914 10.39574747 7.90567160 4.54969381 5.47229280 11.06572739 10.06856911 9.78109607 0.48357074 9.45371243 11.85402153 11.15983697 10.83363411 11.82289988 11.53651421 8.45227337 8.90461957 6.23849455 9.11750986 12.40060562 10.37576994 NA 3.12746820 7.52252582 12.30528093 11.27802245 13.68775738 8.47654492 6.37234969 9.66413738 6.58789150 7.66102628 10.41449540 10.53107135 11.43215633 6.80169801 9.22759934 9.87270012 7.39049745 3.57107000 12.11205213 5.70277389 3.18404221 11.33046809 12.76205603 0.06860203 10.14760931 6.45514965 10.17752904 5.91823595 8.24182970 9.39799180 11.48060958 9.66724196 9.51427378 4.03819911 7.78966796 9.71662692 8.72081643 10.51496313 0.30731194 11.14783161 11.51427373 11.09093690 5.97546052 8.46517374 7.99140110 -0.046177 0.332540 0.332540 0.098997 0.019783 0.266600 -0.384250 0.380720 0.117010 -0.160010 -0.160010 0.388700 1.469700 -0.100260 0.389980 -0.308140 -0.024114 -0.161030 -0.161030 0.246840 -0.264680 0.097833 -0.098732 -0.021784 0.058081 -0.046177 -0.046177 0.426710 -0.079476 -0.384250 0.142780 0.210210 -0.022606 -0.076278 -0.076278 -0.194750 0.117010 -0.160010 -0.841550 -0.049019 0.031155 0.031155 0.000000 -0.100260 -0.298270 -0.308140 0.101180 -0.284890 0.247930 -0.024114 0.181620 -0.161030 -0.161030 0.246840 -0.299330 -0.264680 0.097833 -0.287030 -0.515790 -0.515790 -0.021784 -0.021784 0.000 0.000 0.000 0.000 -0.100 -0.298 -0.285 0.248 0.000 0.182 0.182 -0.161 -0.161 0.247 -0.299 -0.265 -0.265 0.000 0.333 0.000 0.000 -0.287 -0.262 0.000 0.000 0.000 0.247 0.143 0.143 0.000 0.000 0.000 -0.118 0.117 0.117 -0.160 0.229 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.100 -0.298 -0.285 0.248 0.000 0.182 0.182 -0.161 -0.161 0.247 -0.299 -0.265 -0.265 0.000 0.333 0.000 0.000 -0.287 -0.262 0.000 0.000 0.000 0.247 0.143 0.143 0.000 0.000 0.000 -0.118 0.117 0.117 -0.160 0.229 0.000 0.000 0.000 0.000 10.578344 10.950193 10.596698 10.776503 9.823457 10.193982 8.154263 6.372350 9.829012 10.500763 10.497976 10.103826 13.225337 11.882617 9.587550 9.303786 4.926550 11.445780 9.553056 9.905146 12.159300 11.876863 9.852659 10.668482 9.260862 10.725590 10.412865 10.511734 13.917616 10.078398 9.394999 8.820113 4.211526 14.096849 12.288343 4.390496 3.875927 10.170545 NA 11.178617 11.152048 9.589515 11.198067 8.287738 10.451553 10.841983 11.118418 13.117510 2.184058 NA 11.872297 13.283091 12.265297 11.001037 10.017910 10.439983 10.353964 11.16879338 10.95019288 12.00029154 11.63810828 1.48362233 3.29095514 11.57735424 9.55439833 8.89723437 10.77650336 10.64694179 6.21152624 8.10565818 8.26824162 9.26168360 7.88021165 11.47972692 7.76551353 7.95731219 8.81340283 8.65102477 9.97545966 9.82901183 9.11932479 9.63208314 10.50145895 9.78338691 8.49063390 8.86298505 13.29683663 9.97846222 8.39649604 10.49797585 11.27517651 4.48360943 8.58756302 11.45335280 11.13061522 9.48712454 1.94302112 11.48940656 10.44179676 10.23974589 7.91614818 13.37733470 7.62826471 13.88255062 10.48395873 8.97746197 4.92654982 8.01272453 9.11841761 9.55305633 5.37842492 9.92944913 10.09093690 8.03242874 11.08258957 7.70277527 9.08351948 11.00176791 10.37152783 8.09278515 8.46374628 5.46088670 1.48362233 0.48357074 8.30059005 11.87686296 9.26086192 -1.51622291 6.83675354 6.13465836 9.53956674 9.19871047 8.87485013 11.28612292 -0.51642926 12.38097936 3.87592747 10.45837965 -1.51622291 10.51173368 10.17447758 9.20812045 10.55238485 10.07839769 -0.51642926 12.33925374 10.05346219 11.73582850 9.17535019 10.15956360 6.15603250 4.95933895 12.78610270 10.31134621 11.70156426 11.87124564 10.78080942 10.20342313 7.18751044 11.13824261 10.38899357 11.10542954 -1.51622291 9.08723289 4.76901000 NA 7.28773731 5.79648874 10.60092498 11.12339946 11.29265115 11.19763740 -0.51642926 10.77103042 11.19806676 8.28773777 9.13286264 12.17207545 10.08444873 9.52115343 8.33847478 11.24411863 11.23096040 9.85647159 10.14627489 7.62315795 9.11750986 7.09463090 12.40060562 9.94917305 12.17872609 11.01912497 13.11750998 9.93068974 10.30975782 7.18057457 10.41449540 11.30478264 8.88661873 9.46303181 9.37006530 10.71812467 -1.51622291 11.00741355 10.32202266 10.36204068 1.65351867 3.76901000 10.40358718 8.12906711 2.73153084 10.91562644 10.72763435 10.65071107 0.06860203 9.64788506 8.77454692 10.01790952 3.06856763 7.76205576 7.84115861 12.10187734 11.29297277 7.13465836 8.25344428 10.16000450 TCGA-HZ-8637 76 0 NA 0 pancreas stage iib t3 n1 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r0 1 white hispanic or latino 247.44.0 1 4 NA NA 3 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 4 0 0 0 0 2 0 0 2 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.94764e-06 7.512327e-07 10.15229536 3.71461920 5.88062921 -0.64295479 8.77597432 12.57047548 7.42584531 4.86485966 7.76857870 8.92597361 10.58468333 5.05750659 11.56072131 11.44941827 11.65627545 9.79949259 7.62619380 10.02683837 13.87023985 3.31127059 11.91871337 0.94200771 11.30561719 10.21931738 10.62969722 6.71901090 5.94202883 11.49581921 0.35704521 8.65627540 6.07816576 9.18441023 4.46558926 9.76061218 9.94484498 8.30251144 -1.64295479 8.43921628 1.94204526 5.04356761 11.13944321 14.74338465 8.52323065 8.50681454 9.94249955 10.74023166 10.25377824 14.41010238 9.49981261 0.67897331 6.69691747 8.57667178 13.57668975 7.90494525 10.34539704 3.00091943 10.32213017 -0.64295479 7.71681672 10.45378259 8.98733451 -0.64295479 5.31126332 8.93071457 4.66084877 9.01527900 0.94200771 9.89719549 1.35704521 9.41505913 9.88796143 10.85691335 8.11529080 8.36409481 9.60202588 3.60499644 11.95407243 9.53946186 7.24885073 12.32483406 10.16562948 7.25793464 9.07164792 10.83077314 9.98140602 3.81649731 -0.64295479 9.22666121 9.39667199 8.84591182 8.52824428 9.77491996 7.51441424 14.45586032 10.39083457 11.33792106 10.09769151 11.85417078 10.64708628 8.30689425 8.13678661 5.94952560 11.02344458 10.14578570 9.44259957 -1.64295479 8.02595234 11.97831803 11.50035019 10.65236863 11.43104158 11.81239466 8.51441424 9.10609885 6.29370522 8.60262019 12.40963548 10.07302944 -1.64295479 5.34575119 7.55428417 12.79553444 11.39838436 13.56133289 8.28039497 7.12193855 9.99051685 7.22564319 7.87670356 10.25218441 9.78595099 10.72911622 8.97269696 8.93449616 10.47600847 6.40691587 4.83279889 12.21183845 6.77913231 3.31127059 10.24428807 12.17744586 0.35704521 9.32501419 6.23155721 10.34184191 4.58588793 9.62969722 9.36969200 12.13504187 9.42852977 10.07302944 -0.05799229 8.65168820 9.77439257 9.13678687 10.26771018 -0.37388799 11.12483809 11.87141164 10.72720991 6.56652141 8.80415071 6.60024150 0.1046200 0.1046200 0.1046200 0.0632230 -0.0850590 -0.0850590 0.1743700 0.0000000 0.0622230 0.1115500 0.1115500 0.2028900 -0.1319900 0.0872450 -0.0073912 -0.0073912 -0.0682610 -0.0732090 -0.0732090 -0.1242100 0.0376410 0.0376410 0.0871000 -0.2770300 0.2271500 0.1046200 0.1046200 0.0632230 -0.1252500 0.1743700 -0.1231700 -0.1231700 -0.2154200 0.0000000 0.0000000 0.0000000 0.0622230 0.1115500 -0.1319900 -0.1319900 0.0259520 0.0259520 -0.0993410 -0.0073912 -0.0073912 -0.0073912 -0.0073912 0.0182430 0.2488700 -0.0682610 -0.0696880 -0.0732090 -0.0732090 -0.1242100 -0.1242100 0.0376410 0.0376410 -0.1005300 -0.0338140 -0.0338140 -0.2770300 0.1774800 0.000 0.000 0.000 0.191 0.000 0.000 0.000 0.200 0.000 0.000 0.000 0.000 0.000 -0.124 -0.124 0.000 0.000 0.105 0.105 0.104 0.104 -0.101 0.000 0.000 0.000 0.000 0.000 0.051 -0.123 0.198 0.198 0.000 0.000 0.000 0.000 0.112 0.112 -0.132 -0.132 -0.100 0.177 0.000 0.000 0.000 0.191 0.000 0.000 0.000 0.200 0.000 0.000 0.000 0.000 0.000 -0.124 -0.124 0.000 0.000 0.105 0.105 0.104 0.104 -0.101 0.000 0.000 0.000 0.000 0.000 0.051 -0.123 0.198 0.198 0.000 0.000 0.000 0.000 0.112 0.112 -0.132 -0.132 -0.100 0.177 10.114041 11.072386 10.403168 11.116331 9.720655 9.353541 6.975452 7.826709 10.342198 10.278164 10.197452 10.096426 12.839371 11.858158 8.695804 9.210377 5.642471 10.787259 10.786213 9.192328 11.226233 12.106623 10.968784 9.634355 8.511885 10.657420 8.975453 10.808364 13.471704 10.708835 9.681248 8.141702 3.783331 12.324834 11.870178 5.546891 3.911653 10.131855 NA 10.262830 11.925736 8.934496 11.171850 8.721202 10.355305 12.567206 10.987335 13.145123 5.840884 NA 12.196567 13.331079 12.193542 10.864292 11.320325 10.488603 9.474431 10.69245780 11.07238601 11.60454999 12.52503433 3.71461920 4.48634754 11.56072131 9.99051685 9.05055448 11.11633148 9.80001088 7.87276721 8.18043483 8.47730536 8.14985786 7.48118913 12.63972153 8.45316320 7.93071487 8.66084806 8.44054696 9.70191807 10.34219781 9.31126378 10.21699037 10.66170391 10.57865460 8.13350034 9.06701292 13.15993715 9.85840706 8.37108791 10.19745200 11.30232836 -0.05799229 8.48196407 11.70745417 11.20216540 9.18995746 2.60499644 11.49341777 10.18242378 10.81265152 8.60024150 13.09510691 7.81444852 11.57396480 10.25642431 8.90299728 5.64247054 7.73445154 8.43388292 10.78621260 5.88844859 9.90275586 11.40793637 9.44850290 10.47113512 7.82263392 8.66426807 10.60943724 10.36169523 7.65856354 4.00091943 4.18995894 -1.64295479 -1.64295479 7.77492012 12.10662264 8.51188545 1.16440014 6.42852935 8.88552159 9.60143133 6.99369247 8.93355169 9.07816656 1.16440014 12.18431089 4.74938409 9.91213577 2.35707337 10.80836357 10.48183494 9.24123790 10.87817709 10.70883490 1.67897331 10.46689809 10.00092365 11.72434566 9.53946186 9.86684247 7.58588643 4.74938409 13.18083271 10.40623530 10.21154631 11.59477036 10.77333721 10.87424468 7.49405873 10.68265397 10.30287707 11.16220670 0.94200771 8.18520400 5.88844859 NA -1.64295479 5.36829342 10.09769151 11.60336268 11.54866646 10.90781423 4.18995894 10.64967662 11.17185013 8.72120209 9.54627424 12.13534995 9.96716947 9.91548819 8.21037717 10.99957044 11.41573570 9.57684106 11.17505035 7.52949459 8.60262019 2.03962974 12.40963548 10.56743441 12.09368076 10.83811001 13.14512298 10.87964895 10.28262189 8.22280070 10.25218441 11.06873442 8.12855685 9.71516906 9.17485055 11.23588469 1.52697021 11.42147337 10.28262189 9.01706338 8.07816682 4.14052510 9.86634764 7.99801719 2.60499644 11.88674199 11.46169405 10.12276796 4.28780471 9.82263376 8.48060685 11.32032480 -0.05799229 7.64477994 7.81649923 12.03412635 11.28965133 6.77913231 8.93166090 10.22473225 TCGA-HZ-8638 84 1 151 91 pancreas stage ia t1 n0 mx 26-3-2015 female 2012 NA pancreas-colloid (mucinous non-cystic) carcinoma yes NA NA r0 0 white not hispanic or latino 247.44.0 1 2 2 3 1 2 3 1 2 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.96601250 6.27602946 4.92435172 1.14672038 4.62479107 10.99111520 7.13705261 2.33939397 7.74453249 8.70571290 10.68673530 6.37281458 11.42403309 11.10216522 11.64872500 10.45898040 9.17780695 9.75407609 9.81917112 8.78853955 11.42768211 -1.66063454 11.64088696 6.67030784 10.50335490 4.90924508 3.09426986 12.44987409 -0.07567204 9.74240275 5.37281283 8.41754158 4.62479107 9.90258706 9.08085776 8.25974373 0.66129356 8.10922838 0.33936546 7.07748336 10.30373167 15.19449041 8.62363645 5.24628266 11.04804364 10.42187253 10.13543034 13.81882371 9.65567239 NA 5.83124390 9.10208830 13.44329324 8.79122020 10.60939402 2.33939397 10.44202265 -0.07567204 9.23420862 9.50743610 9.74718966 -0.66063454 3.09426986 8.44660776 4.03983149 9.10011065 4.22203170 10.50335490 1.92436597 6.81917128 8.69804202 8.47253285 7.44529963 9.17069799 12.28080524 2.79881781 12.06837416 9.22661136 6.34501486 14.15267095 9.71822752 6.62940908 8.12207786 10.50837626 10.12402565 3.09426986 -0.66063454 9.48213616 9.41152349 8.41486997 8.94487016 10.42253767 6.42153975 13.99075085 10.65623794 10.09594709 10.53814275 12.79638681 10.24552977 8.30373144 9.64031526 6.12729279 10.79540632 10.55916435 9.41887554 3.19737791 10.44529932 11.45101551 11.21775594 10.44361608 12.22441980 11.50508293 8.53414761 8.54028925 5.58731698 10.19892553 12.33197513 9.96601250 NA 5.94672150 8.10426222 12.57988399 11.57046193 13.17129177 8.31380544 4.89397857 9.91634751 7.23657107 7.97963555 11.12863301 10.54212685 11.56429685 6.22203364 9.54090218 9.98729884 6.82723090 -0.66063454 12.04567094 3.83123883 0.92432796 10.36279861 12.16096549 -1.66063454 9.53106696 5.90163202 9.84619429 6.29939304 7.13705261 9.30805752 12.08411952 9.63286237 10.27381879 0.92432796 7.70352572 9.59146475 9.12726080 10.70516642 NA 10.86393249 10.85163740 10.85755216 6.25227940 8.63401163 7.49167595 0.00000000 0.00000000 0.00000000 0.00298000 -0.00193990 -0.00193990 -0.00221680 0.01056400 0.01028500 -0.00166290 -0.00166290 -0.00166290 -0.00069303 -0.00101270 -0.00101270 -0.00055444 0.00152550 -0.00055444 -0.00055444 0.00638710 -0.00484610 -0.00484610 0.00861350 0.00416320 0.00416320 0.00000000 0.00000000 0.00298000 -0.00193990 -0.00221680 -0.00221680 -0.00221680 -0.00013862 0.01056400 0.01056400 0.01056400 0.01028500 -0.00166290 -0.00069303 -0.00069303 0.00000000 0.00000000 0.00180300 -0.00101270 -0.00101270 -0.00055444 -0.00055444 0.00444110 0.00055459 0.00152550 0.00305220 -0.00055444 -0.00055444 0.00638710 0.00638710 -0.00484610 -0.00484610 -0.00277070 -0.00083160 -0.00083160 0.00416320 0.00416320 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.4589805 11.6069090 10.1301466 10.1059196 10.4853230 9.3960284 9.4452992 6.9868489 9.5621857 9.8824227 10.0660347 9.8029152 13.0818581 12.3658278 8.8242138 6.2935875 -0.6606345 10.5748067 10.9393037 9.5736095 11.2711292 12.2366690 10.8156307 9.9800876 9.4865957 10.6847960 10.0223854 10.0978681 13.2231319 10.4725330 9.4347877 7.1722805 4.4054819 14.1526709 11.6038334 2.8629472 4.3617613 10.1899683 NA 11.5239562 10.9612137 8.9993867 10.6195816 8.5155638 10.0087188 10.0791714 10.8454504 12.8795188 2.5093158 NA 11.2884879 12.9833597 11.7186094 10.8125460 10.7098058 10.7016086 9.6247987 11.21667493 11.60690900 11.74226960 12.78006532 1.92436597 4.58731698 11.42403309 9.95087677 8.93278197 10.10591964 10.35131682 6.52426588 7.86099134 8.87757985 9.18252670 7.17859415 12.59419797 8.48944258 7.88628553 9.70407257 8.66694331 9.96509509 9.56218575 8.89972367 9.78233435 10.26271831 10.40850489 8.31380544 7.87660903 13.37668034 9.77401906 8.81613695 10.06603468 10.97193162 1.79883854 8.20835240 11.63358074 10.86808906 8.88532055 2.50931580 11.55916435 10.04933617 10.49736926 8.44005314 13.48333196 8.72417446 12.73438930 10.15597446 8.63630705 -0.66063454 8.48536121 11.27584468 10.93930365 9.13867242 9.24135876 10.33903848 9.16434960 9.04329447 5.17227948 9.68035355 10.93558056 10.17222147 8.96144246 6.37281458 -0.66063454 NA NA 7.92247380 12.23666903 9.48659573 -0.66063454 6.56339307 8.27897022 10.03244210 8.87077219 8.24477767 9.60734788 0.66129356 11.96965791 0.33936546 11.29504069 1.66133917 10.09786806 10.56700670 9.43742293 10.34326001 10.47253296 -1.66063454 11.68202109 10.21820806 11.45101551 9.22661136 9.94255350 7.76984313 5.01181763 13.10114976 10.31129353 10.62247916 11.51998529 10.41319759 9.87466619 6.94672150 10.97056782 10.26605740 10.92270867 NA 6.53906263 6.20975552 NA -1.66063454 6.55370915 10.53814275 11.36383793 10.69185909 11.11911011 1.79883854 10.81055790 10.61958156 8.51556384 8.70133454 12.12953560 9.93604646 9.08170019 9.17623026 10.92223844 11.50366924 9.60441979 10.37487723 7.10757489 10.19892553 5.13380598 12.33197513 10.46383525 12.04210459 11.07769417 12.87951883 9.56218575 10.42153985 10.95961064 11.12863301 10.90687158 8.00827566 9.81613695 9.00294887 10.62710320 -0.07567204 10.65085528 10.33162103 9.81157394 -0.66063454 2.42685513 9.80546724 8.11188682 -0.07567204 10.61667822 11.35559490 10.36349154 2.14675296 9.47060478 8.75567109 10.70980576 -0.66063454 7.50429782 8.33232931 11.76735830 11.04156347 6.89397979 8.23874770 10.16235986 TCGA-HZ-A49G 58 0 NA 660 pancreas stage iib t2 n1 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r1 3 white not hispanic or latino 284.43.0 1 2 NA NA 2 1 2 2 2 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 2 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 2 0 0 0 0 4 0 2 0 2 0 2 2 0 4 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 4 5 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.213698e-06 3.120937e-07 9.8703579 1.1297446 5.8979180 0.1297446 7.4058580 14.3690714 7.3195583 2.4516727 7.7879456 8.5871148 10.1931290 5.7444437 11.2702442 11.4174492 11.2583728 9.5433619 8.8962628 9.7277864 12.7059821 3.2996550 11.1262074 2.7147071 11.1283243 9.3573499 10.0123770 5.5391247 5.4335137 13.9127833 NA 9.5231244 4.6532951 9.4617704 4.5220495 9.6074921 8.2198461 8.3440531 0.7146632 8.1686531 1.7147071 6.6688921 10.2551475 15.3525288 8.3965204 7.2946410 9.9853810 10.3675414 10.7240585 14.7033515 9.0184773 NA 5.7879443 7.5662375 14.1370241 8.2896053 10.1597113 2.2996550 9.7287169 0.1297446 7.7590906 8.9061670 9.0751777 1.1297446 3.5220557 8.0604711 3.3776652 8.6630638 1.7147071 9.8921159 0.7146632 8.5370017 9.0940748 9.7333603 10.0085512 8.5412449 11.1583307 3.2171997 11.8877489 8.4651243 5.4516628 13.5721591 9.4197527 7.4828805 8.0152472 10.2577282 7.5348756 2.9370807 2.9370807 9.1877257 9.3330820 8.9923713 8.3318579 9.7609110 6.7735902 14.2614703 10.4834322 11.0024088 9.8048088 11.7787655 10.3681386 8.0336157 8.7897299 4.4516595 11.2553185 10.0485972 9.4527210 0.1297446 14.2461591 11.5960653 11.0419534 10.2777910 11.1166425 11.3358325 9.0275793 8.6014090 5.2794824 9.8345022 12.3087100 10.3959349 NA 3.8301742 7.2171968 12.3860901 10.8712009 13.0462666 7.9241498 7.5891657 10.1985122 5.8721442 7.6611154 10.2872262 11.5004214 11.6205848 6.4872854 9.4128224 9.7508701 5.5891642 3.4516595 11.5322131 2.5891642 0.1297446 10.3877109 12.5485089 1.4516463 9.2185221 7.3343055 10.1262074 5.5047729 9.0108478 9.4139797 11.5340772 9.2628761 9.8970908 5.2590163 6.4960564 9.4850850 7.9720843 10.6938834 NA 11.3217184 11.6955500 10.6713146 5.4516628 8.3847626 7.6881545 0.0240820 0.0240820 0.0240820 -0.0124830 -0.0290820 -0.0290820 -0.0163360 -0.0333130 0.0351960 0.0000000 0.0000000 0.0000000 -0.1464800 0.0295610 0.0295610 0.0295610 0.0219780 -0.0367180 -0.0367180 -0.1727600 0.0218380 0.0218380 1.8538000 -0.0123450 -0.0123450 0.0240820 0.0240820 -0.0124830 -0.0290820 -0.0163360 -0.0163360 -0.1490900 0.0270300 -0.0333130 -0.0333130 -0.0333130 0.0357600 0.0000000 -0.1464800 -0.1464800 -0.0190840 -0.0689890 0.0298420 0.0295610 0.0295610 0.0295610 0.0098368 0.0264680 0.0349140 0.0219780 0.0238010 -0.0367180 -0.0367180 -0.1727600 -0.1727600 0.0218380 0.0218380 0.0176380 -0.0095874 -0.0095874 -0.0123450 -0.0123450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.173 -0.173 0.000 0.000 0.000 0.000 -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 -0.146 -0.146 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.173 -0.173 0.000 0.000 0.000 0.000 -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 -0.146 -0.146 0.000 0.000 9.816234 10.715635 10.297152 10.072248 11.159021 9.522051 8.225131 6.048598 9.270564 9.630576 9.964205 10.483983 13.006347 12.264962 9.618578 9.844838 3.451660 11.817110 12.191105 9.449406 11.199945 11.255470 11.513708 10.497695 8.769979 10.167281 8.377661 10.567730 13.337511 10.310886 9.923337 7.344053 4.217200 13.572159 11.759546 5.415137 4.377658 10.276303 3.522056 11.442900 10.769979 8.282019 11.505045 7.850833 10.129734 10.919268 10.118419 12.737411 4.589164 NA 10.449970 12.758977 11.302133 10.676787 10.360955 10.114152 9.538520 11.2313814 10.7156354 11.9447169 12.3381207 2.4516727 5.7146961 11.2702442 9.4806731 8.8301735 10.0722484 10.5172128 6.9626242 7.3918287 9.1754937 8.9499128 6.6843222 12.2300677 7.0393874 7.5091123 8.6275857 8.3046598 9.4773553 9.2705637 8.9610413 10.4723642 10.6795186 9.9427134 7.9338647 7.9012235 12.9599520 10.1924547 8.4894835 9.9642050 10.8118507 -0.8703873 8.6323867 11.0418748 10.7226580 8.8508332 2.5891642 11.1631569 9.8092141 10.6790373 7.7735902 13.5239956 7.8197320 11.6881547 10.2454279 8.4426168 3.4516595 7.2652897 10.7504120 12.1911051 6.4872854 9.1709275 10.4295143 6.4058580 11.1244409 6.8508332 9.1904299 10.1247944 10.0199982 8.3681389 5.8979180 4.6532951 NA NA 8.7203209 11.2554703 8.7699790 NA 6.4058580 6.0000992 9.6542757 7.9908210 9.2092187 9.0306007 0.1297446 12.0658197 3.5220557 10.2952691 2.5891642 10.5677304 10.9534992 9.0882866 10.3531324 10.3108862 NA 10.8648668 10.6542757 11.4955095 8.4651243 9.5819752 7.0123765 4.6215889 13.2159531 10.6315712 10.7005384 11.3295811 10.9415100 9.8048088 7.7146961 10.6508436 10.4544771 10.9787480 -0.8703873 8.2145426 5.8846223 3.5220557 NA 7.4105048 9.8048088 11.1911051 11.2321493 10.7645450 0.7146632 10.8340699 11.5050449 7.8508332 8.8542479 12.7186827 9.7324329 8.9403057 9.8862903 11.3068420 11.0165736 9.3812163 10.4087641 6.8779270 9.8345022 2.5891642 12.3087100 10.0839303 12.1013978 10.9041092 12.7374110 10.3164672 10.9546927 9.5423037 10.2872262 11.3609551 9.5871148 10.1843382 9.5549499 10.9382959 -0.8703873 10.5128982 10.5922362 10.2125483 3.5891642 4.6843250 9.5423037 8.2119627 3.4516595 11.4510984 11.2297621 9.8593546 2.2996550 9.1877257 8.1041484 10.3609551 2.5891642 7.2996586 7.7554431 11.7957359 10.8623254 6.4151367 8.9939200 10.3133693 TCGA-HZ-A49H 68 0 NA 491 pancreas stage iib t3 n1 mx 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 284.43.0 1 2 NA NA 3 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 4 2 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 5 0 0 0 2 0 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.588645e-07 1.733854e-07 9.2292185 1.4703546 7.9099519 1.1484135 7.2930587 13.2979892 7.4703286 4.4703286 8.1370854 8.4725816 10.0009304 6.6641002 10.2905079 11.0587925 11.3775201 9.7135029 9.3566353 9.5169073 12.0220372 6.2036828 11.3010026 NA 10.4692014 8.8436290 10.1033241 7.5059528 6.3283105 12.6432564 NA 8.2595366 4.5746647 9.2595366 3.3183313 9.8583463 8.0492675 8.1790681 NA 8.1455802 0.7333543 3.9557592 9.5407184 15.7282029 8.5492803 6.0432176 10.0295149 11.1321070 9.1859478 14.4480024 9.0909153 0.7333543 6.5321050 7.8998445 14.4318510 8.6641006 9.2879522 4.1025993 10.0024900 3.7333652 6.0672644 9.2556180 8.6933653 0.7333543 3.6078274 7.5913443 5.2358649 8.6382487 3.6719613 10.0894485 0.1483484 8.2332093 8.8225931 9.0953071 8.5015478 8.4268505 11.9543462 3.6719613 12.2315477 8.6462527 4.7631088 13.8252945 9.7585029 5.6078333 6.2213648 9.8243578 8.7201536 5.1256800 NA 9.6462527 9.3419262 8.9182386 8.4793179 9.4464634 4.6402565 14.1838014 10.2562718 10.7529541 9.9066241 11.4221965 9.9493007 7.9330355 9.3258204 5.3578546 10.5503416 10.3778206 9.5577918 NA 14.3554915 11.9864229 10.8002957 10.4721199 11.0325714 11.6266649 8.8243580 9.1818239 5.1256800 7.9525316 12.9240111 8.8119590 NA 5.2776835 7.1199444 12.5940624 11.0942105 13.2295514 7.9231878 6.8418876 9.4703290 5.4159378 7.5407186 10.4982349 10.4652480 10.8531691 6.8898677 9.3975142 9.3986992 4.5059544 2.8488382 11.3642372 4.5059544 1.7333543 10.8716351 12.6775874 2.8488382 8.9363034 7.5687397 9.9899652 6.1141858 8.5830290 9.7786681 11.2747827 9.3431577 10.2205335 0.1483484 6.4971285 9.3208283 7.9589726 10.4128434 NA 10.8168427 10.8466714 10.1721552 4.2776873 7.5830293 7.4430214 0.00683420 0.00683420 0.00683420 0.00433190 0.00024710 0.00024710 -0.00357150 -0.00426330 0.00069230 -0.00509310 -0.00509310 -0.00509310 -0.00648440 0.01883300 0.01883300 0.01883300 -0.00218720 0.00155520 0.00155520 -0.00688990 -0.00163320 -0.00163320 -0.00301790 0.00000000 0.00405400 0.00683420 0.00683420 -0.00044481 0.00024710 -0.00357150 -0.00357150 -0.00357150 0.00280420 -0.00426330 -0.00426330 -0.00426330 -0.01323500 -0.00509310 -0.00648440 -0.00204870 -0.00080193 -0.00080193 0.00090292 0.01883300 0.01883300 0.01883300 0.01883300 0.00920030 0.00280420 -0.00218720 -0.00246410 0.00155520 0.00155520 -0.00688990 -0.00688990 -0.00163320 -0.00163320 0.00335960 -0.00633720 -0.00633720 0.00000000 0.00000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.558322 10.741325 10.024918 10.275105 10.289231 8.879720 8.251689 6.488251 9.181824 9.611925 9.678807 10.196888 13.041608 11.584071 9.844499 9.092381 6.137085 12.015486 9.882264 9.558852 11.073900 11.355415 10.814625 10.102597 7.599612 9.808397 7.187319 10.193273 14.153060 10.448753 9.620076 8.410496 3.396324 13.825295 10.774566 5.574665 6.792257 10.470892 1.470355 10.916585 10.130681 8.343158 11.044355 8.348073 10.386208 10.738520 10.398699 12.517998 4.357855 NA 10.960979 12.854573 10.945004 9.864509 9.685619 9.648247 8.447449 11.5585872 10.7413250 11.9999547 12.9384438 1.4703546 4.9297626 10.2905079 8.7795779 8.6241342 10.2751053 10.7557312 5.9165841 7.7994526 7.5788534 8.9198903 5.9938917 12.3719501 5.9428171 7.3915744 8.5256112 9.2158351 9.9645845 9.1818239 9.2789714 10.7918061 11.1575297 10.2936961 8.6180426 8.7850254 12.7174257 9.4326467 8.4544626 9.6788072 10.6547084 NA 8.9924790 11.1152667 10.2731684 8.3133080 2.6078392 10.5020990 9.8703544 10.3450030 7.4882507 13.2146583 7.6482468 10.5412549 10.1177874 8.9346704 6.1370854 7.3473370 9.1859478 9.8822635 5.8208274 9.0222294 10.3560254 3.1483973 11.2780059 6.3283105 8.7904524 10.3572448 9.9420042 8.3529721 5.1256800 0.7333543 NA -0.8515214 9.2411580 11.3554152 7.5996116 0.7333543 7.2621428 7.9330355 9.4669438 7.7922574 9.2543094 11.6474993 -0.8515214 11.7591950 3.5407217 10.5185433 3.2358649 10.1932730 11.2292184 9.5704656 10.6016714 10.4487534 0.1483484 10.0967681 10.3541941 10.5851124 8.6462527 9.6332238 6.3868058 4.1927938 13.7985551 10.1666011 11.8399263 11.6697559 10.9260671 9.4280115 10.4140159 10.3437731 9.7267735 10.7552687 NA 8.7795779 5.9938917 1.4703546 NA 5.7483136 9.9066241 11.1473438 11.9494524 10.2050386 2.6078392 10.5207218 11.0443548 8.3480730 8.8949151 12.5294030 9.9112314 9.5577918 8.2437981 11.5212659 10.7985551 9.3832183 9.8128481 4.7029899 7.9525316 4.0063788 12.9240111 10.3170729 12.2575786 10.1540254 12.5179982 10.0409436 10.9844512 8.9116131 10.4982349 10.4949146 9.2956057 10.2575785 8.8505735 10.2543094 0.1483484 10.2924217 10.3754150 9.3295531 6.3382247 3.8538260 8.8119590 8.8408594 1.9557592 11.3615051 11.2152233 9.3748130 4.1483973 9.5158155 8.4815561 9.6856192 0.1483484 7.7813958 8.3602892 11.4090264 10.9099521 6.3772192 9.6432564 9.7361783 TCGA-HZ-A49I 77 1 308 0 pancreas stage iib t3 n1 mx 26-3-2015 male 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r1 3 white not hispanic or latino 284.43.0 2 3 NA NA 1 2 1 1 1 1 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 2 0 0 0 6 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 1.112937e-06 3.060578e-07 9.3177554 1.9451957 2.1378314 NA 7.1265310 13.7235130 7.7924825 2.1378314 7.6176261 7.9895955 9.9927146 3.7817059 10.9639974 11.1494055 10.8107135 9.7143305 9.1546546 9.4439079 12.4407707 3.1378478 11.1859924 3.7817059 10.8856196 8.5301636 10.0120591 5.6297005 6.2773971 11.2639053 NA 9.4854675 3.5972809 9.0788937 1.1378314 9.5869949 8.6176265 8.0051249 1.1378314 8.2489821 1.1378314 6.0204889 9.6574825 15.2403141 8.2977174 8.9290092 9.5085336 10.2437548 10.8378524 14.1090305 9.2528899 NA 2.7228157 7.4393422 15.6994623 8.0891311 9.6818447 3.1378478 9.8868776 0.1378969 7.5128858 8.6013704 8.4232483 4.3857761 3.5972809 8.0356915 2.7228157 8.6054517 1.1378314 10.3233411 1.7228157 7.9060307 8.9801964 8.9580251 10.2626138 8.8365509 13.0487700 9.5556986 11.9899855 7.8657667 4.6614076 15.0158492 8.9849035 6.2567880 7.6095215 10.0693225 2.8382862 2.4597726 NA 9.2541901 9.5117989 9.1616005 8.4887853 9.9043751 6.8520913 13.5349191 9.5451139 11.6648344 9.7662917 11.4614639 10.3828046 8.5085336 6.4776968 3.6614076 11.1967410 9.4404851 9.5931733 NA 9.2025889 11.7477175 10.8694665 10.2326497 10.5781963 11.1204834 9.4642758 8.6115520 5.3473007 9.9126333 12.0843870 9.9468104 -0.8622342 2.9451957 6.7377584 12.1316692 10.6251838 12.8320952 7.3618482 7.5682989 9.4620267 5.2039372 7.3999410 10.1595202 10.2319239 11.4495945 6.5128858 9.9411701 9.1836059 3.9452050 0.1378969 11.6011151 NA 2.8382862 11.8623601 12.5464413 2.1378314 9.8182057 7.2926640 10.2554893 4.2671312 8.6337011 9.6564994 11.3224117 9.3618480 10.0567095 4.2671312 5.7960578 9.2133254 7.9093357 10.7185759 -0.5286564 10.8602268 11.7740177 10.0700610 3.5972809 8.4754680 7.0387127 -0.00434890 0.00444110 0.00444110 0.01167900 0.00583090 0.00583090 -0.10788000 -0.08439500 0.00875280 -0.03830600 -0.03830600 -0.03830600 -0.08280100 -0.41372000 -0.36295000 -0.00298920 0.00000000 -0.01678100 -0.01678100 0.02104300 0.00342950 1.24630000 -0.15272000 -0.04726000 -0.04726000 -0.00434890 -0.00434890 -0.17779000 0.00583090 -0.10788000 -0.10788000 -0.10788000 0.00694350 -0.08439500 -0.08439500 -0.08439500 0.00875280 -0.03830600 -0.72146000 -0.08280100 0.00527490 0.00527490 -0.01691900 -0.37144000 1.96800000 -0.37256000 -0.39074000 0.00624810 0.00895550 0.00000000 -0.00055444 -0.37842000 -0.01678100 0.02104300 -0.37437000 0.00342950 -0.38078000 0.00791750 -0.00429290 -0.00429290 -0.04726000 -0.04726000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.378 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 -0.153 -0.153 0.000 0.000 -0.178 0.000 0.000 0.000 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.378 0.000 0.000 -0.374 0.000 0.000 0.000 0.000 -0.153 -0.153 0.000 0.000 -0.178 0.000 0.000 0.000 -0.108 -0.108 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.5461760 10.2522393 10.0258283 10.6261885 10.4410562 8.6176265 7.7996242 5.6924356 9.3077712 9.5962528 9.5838957 10.2233186 13.1007422 12.6191411 9.8632125 6.1931291 3.9452050 11.0024193 9.4290169 9.6013706 11.8983499 11.5995814 10.4157147 9.6837759 7.9027176 9.6515738 6.8860392 10.4943587 13.4424114 9.8486527 9.8102715 7.3666649 3.7228048 15.0158492 11.8376355 4.4232487 5.0204889 11.5272087 -0.8622342 10.4843599 10.5355208 8.4484591 12.0894952 7.6296990 10.5408582 10.3227216 10.2894970 12.3121478 3.1378478 NA 10.9269723 13.0379583 11.1793411 9.9999334 9.3140194 9.9002282 8.8534652 10.9884237 10.2522393 12.2259719 12.7235130 0.7228157 2.8382862 10.9639974 8.8173262 8.6034127 10.6261885 10.4920956 5.8520913 7.8793131 8.2173311 8.2541901 6.2977178 12.0639568 6.0803613 6.9516274 8.4575184 8.7133855 10.1829233 9.3077712 8.9801964 9.6604277 10.6564993 9.6914755 9.0462389 7.7744708 12.4790870 9.7553137 8.2173311 9.5838957 10.9895952 1.4597988 9.4515456 10.3545921 9.7312374 8.0803608 2.4597726 10.5541160 9.9411701 10.4529958 7.0020319 14.7394719 7.4597742 12.2035989 9.6337013 8.4255588 3.9452050 7.3025018 9.1079520 9.4290169 6.3857744 9.2937018 9.9833362 6.9707363 13.2855281 8.6495989 9.3399700 10.3564095 9.8322041 7.8893902 6.5387259 4.7525559 NA NA 9.9833362 11.5995814 7.9027176 NA 6.8993980 6.3857744 8.2748375 8.1434710 7.3999410 11.1654067 NA 11.9140736 2.5972690 10.8542370 NA 10.4943587 11.2233186 8.6535459 10.8725558 9.8486527 -0.8622342 11.8102715 10.7218691 11.3005522 7.8657667 8.8434786 7.7451768 4.3857761 13.0960364 9.6023919 11.4723988 11.6304505 11.2645507 9.2964558 6.9895955 10.8602268 10.3127719 11.0058971 NA 7.9895955 5.4776968 -0.8622342 NA 5.0920425 9.7662917 10.9691534 10.6585533 10.4843599 NA 10.2671293 12.0894952 7.6296990 8.9306365 12.1622933 10.0012581 8.3928746 8.0265893 11.0212532 9.9880331 9.2332431 9.9516274 4.9958282 9.9126333 1.9451957 12.0843870 10.2233186 12.0248764 10.4871275 12.3121478 9.8486527 11.2253090 8.1629859 10.1595202 11.2545150 9.0372032 10.6953099 9.2773976 10.6281957 0.1378969 9.9363180 10.7335699 10.8221565 6.7451768 5.0382298 8.3251984 8.1626260 2.5972690 10.1122608 11.5026238 9.2476769 1.1378314 8.8382859 8.2087991 9.3140194 -0.8622342 7.8417499 7.7152750 11.3251983 10.2139937 6.0685827 8.1208397 9.6456408 TCGA-HZ-A4BH 75 0 NA 194 pancreas stage iib t3 n1b mx 26-3-2015 male 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r1 4 white NA 284.43.0 2 4 5 5 3 3 3 3 2 3 0 0 4 0 0 2 0 0 4 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 3 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 2 0 4 0 0 0 0 5 0 2 0 4 0 2 0 0 0 0 0 2 0 3 2 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.907239e-06 6.588645e-07 9.67654687 2.74835389 7.37144386 -0.05904398 6.70917482 13.97767967 6.87172785 2.64143042 7.61341599 8.17461065 10.54229743 6.51084644 11.22350020 11.73209478 11.33839812 9.48014978 7.90388666 10.17640680 12.09280024 4.96335852 11.47942237 1.52596862 11.67485360 8.22870327 10.02247435 10.09137284 3.26291418 9.87246712 -0.05904398 9.60721489 4.55569961 9.36095109 3.11091442 9.41469665 8.92825483 8.13328352 0.52596862 8.67739266 -0.05904398 2.84787668 9.65179725 14.90537690 8.24705261 7.30731285 9.34080280 11.37065918 11.07316926 14.87781284 8.94941966 1.26291418 5.72235126 8.54487675 14.31174641 8.40042265 9.72644332 4.55569961 9.77861878 NA 8.03902321 8.87910013 8.70917516 3.26291418 3.02844539 8.45866047 3.89518627 8.95919113 4.77388031 10.47626624 -1.05889369 9.02447012 9.06769545 9.14066313 10.41874917 8.14800518 12.05684740 7.37978296 12.18654361 8.90244054 6.09073701 14.11158105 9.80285317 5.20777575 7.20965026 10.41925498 3.02844539 2.40042863 0.94095602 9.01780641 9.61518324 8.03638794 8.15531006 9.79195908 6.39220235 14.14468302 10.26517150 11.74148641 10.72398912 11.62398548 10.19483834 7.80517700 11.22870327 5.83580789 10.77174373 9.91970134 9.42995568 -0.05904398 9.57580186 11.83030473 10.84356575 10.52025968 10.95675439 11.32415517 9.21478659 8.99627321 4.89518627 8.62222940 11.88442144 10.15591705 NA 3.74834315 7.16015985 12.60098679 10.86654531 13.39413291 8.30512557 5.13081558 9.59830937 7.06511235 7.75477195 10.23618585 10.14495058 10.90171686 7.49941142 9.98470170 10.09200746 5.85985528 3.52595610 11.50108485 3.58484227 2.26291418 11.25755526 12.57840824 1.52596862 10.13697817 6.83580915 10.18416485 5.89518627 8.47042135 9.04558959 11.89936236 9.23100968 9.41571093 NA 7.45274368 9.68077144 7.39631793 10.67188556 NA 10.74148637 11.52266225 10.55247689 5.87172785 8.31603031 6.64835039 -0.0579790 -0.0579790 -0.0579790 0.0613650 0.0559430 0.0559430 0.0748400 -0.0310250 1.2342000 0.0781500 0.0781500 0.0781500 -0.1635700 0.0949270 3.3662000 0.0000000 0.0706790 -0.2047700 1.5831000 -0.1948700 -0.2991000 0.5782600 0.0642250 -0.0015243 -0.0111980 -0.0579790 -0.0579790 0.0613650 0.0559430 0.0748400 -0.2598600 -0.2598600 -0.0036011 0.0797350 -0.0310250 -0.1009200 -0.1027600 -0.1110300 -0.1635700 -0.1635700 -0.0957800 -0.0957800 -0.2831100 -0.3932800 0.0000000 0.0000000 0.0000000 0.0712480 0.1153200 0.0706790 0.0242680 -0.2047700 -0.2721200 -0.1948700 -0.2641200 -0.2991000 -0.2862000 -0.2075900 -0.2405700 -0.2405700 -0.0015243 -0.0229870 0.000 0.000 0.350 0.000 0.000 0.000 0.000 0.115 0.000 0.000 0.000 -0.266 -0.266 -0.195 -0.195 0.000 0.000 0.000 0.226 0.000 0.000 -0.208 -0.241 0.000 0.000 0.000 0.000 0.000 -0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 0.000 0.000 0.000 0.000 0.350 0.000 0.000 0.000 0.000 0.115 0.000 0.000 0.000 -0.266 -0.266 -0.195 -0.195 0.000 0.000 0.000 0.226 0.000 0.000 -0.208 -0.241 0.000 0.000 0.000 0.000 0.000 -0.260 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.164 -0.164 0.000 0.000 10.443325 10.963012 10.176407 10.658667 9.893004 9.309497 7.480150 7.169810 9.678238 9.854628 10.206606 10.085012 12.809813 13.968163 9.048208 7.044278 5.298545 11.071240 8.784912 9.719889 12.826124 12.519717 10.584396 10.822105 8.788048 10.439341 8.670612 10.521852 13.500846 10.113418 9.824398 7.853880 4.400422 14.111581 11.586649 4.584848 5.599202 10.779013 NA 11.085649 10.461118 8.812896 12.113575 7.966130 10.657810 10.793130 10.476752 12.827545 7.179396 NA 10.995595 13.707934 11.473386 11.397479 10.423295 9.971658 9.349480 11.253874 10.963012 11.966650 12.172212 2.110931 4.464551 11.223500 9.005734 8.616948 10.658667 10.764756 7.761170 7.955011 7.985385 8.472372 6.668912 12.389882 8.097934 7.329008 8.732154 8.210118 9.834292 9.678238 8.773881 10.819042 10.690441 9.768334 8.584847 8.505140 12.829924 9.615183 7.692535 10.206606 11.201322 1.262914 9.020462 11.375880 10.681615 9.291930 2.262914 11.050822 10.204260 10.022474 8.130816 14.252349 7.665505 12.186544 10.304578 8.316030 5.298545 7.156718 8.616948 8.784912 5.350381 9.497200 10.063819 8.444817 12.205140 7.420771 8.786481 10.482572 10.080542 8.007080 7.668911 7.244772 4.940989 NA 8.499411 12.519717 8.788048 NA 5.773880 7.244772 9.732968 8.675701 7.709176 11.253590 -1.058894 11.861716 5.974415 9.694208 2.525944 10.521852 10.726852 8.874681 10.717835 10.113418 2.110931 11.133900 10.109663 11.390655 8.902441 9.679083 6.070273 4.525956 13.058066 10.165596 11.642514 11.624424 11.437595 10.027127 9.933929 10.619591 10.171612 10.751964 NA 7.977164 5.150446 NA 4.641430 8.231010 10.723989 10.979567 10.777164 10.408087 3.262914 10.479665 12.113575 7.966130 8.762765 12.285287 10.161369 9.074133 7.566699 10.991180 11.000673 9.190104 10.438344 6.709175 8.622229 6.392202 11.884421 9.904609 12.356072 10.640997 12.827545 10.593388 10.891182 8.402470 10.236186 11.987944 8.865803 9.712480 8.967514 10.300740 NA 10.566700 10.661235 9.694208 5.655237 4.841616 8.970278 8.280150 4.584848 11.305126 10.665513 9.579427 1.748332 9.862832 8.291930 10.423295 NA 7.468468 7.476267 11.842989 10.521721 5.367256 8.829734 10.332771 TCGA-HZ-A4BK 72 0 NA 657 pancreas stage iib t3 n1 mx 26-3-2015 male 2012 NA pancreas-adenocarcinoma-other subtype yes NA NA r1 2 white not hispanic or latino 284.43.0 2 3 3 4 2 1 1 1 3 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 5 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 4.50802e-07 9.7701549 2.6480282 3.2695120 NA 8.2143706 13.3378874 7.3095282 0.9475540 7.5659695 8.3334465 10.1853916 5.8544745 11.1315296 11.4234163 11.2963123 10.1017693 8.3291272 9.5778512 12.7509080 3.1175122 11.0765451 1.2695120 10.8221813 7.9782511 9.9912949 4.8302249 5.3905267 12.4578538 0.5325663 9.1667526 3.9919798 9.5932425 1.7549302 9.6013249 8.2963124 8.5193367 -1.0522964 8.2120265 1.7549302 5.8179481 10.1452309 15.4885748 8.6856763 8.3204490 9.8731386 10.3894908 9.0469319 14.6406899 9.2570604 NA 3.5914401 8.2916804 14.1165304 7.8783213 10.3910457 3.4070128 10.2683847 0.9475540 9.4018834 9.3062353 9.0665252 1.5325663 4.3398999 8.0534926 3.8544745 8.5456368 3.1175122 10.6454205 1.5325663 7.4474296 8.6200094 9.1361729 8.9768714 8.2306723 12.6712450 4.2695120 11.6803875 8.5860201 5.3051351 14.2963814 9.3171815 5.3051351 7.7772750 10.5535266 9.6999647 3.7549409 2.8544745 9.1124911 9.6200094 8.0190463 8.4049648 9.5502829 6.6270640 14.1533774 9.4573591 11.2714833 9.5231234 11.8102215 10.7915051 8.4828596 6.5250133 5.7549383 10.8486584 10.2329864 9.3562854 NA 12.1298233 12.0368691 11.0852061 10.3131192 11.2462195 11.3130864 9.4090635 8.0508717 5.1374093 9.5549144 11.8985045 10.0008313 -1.0522964 5.1374093 6.9699517 11.9046861 11.9131881 12.9655234 7.5805797 7.0403412 9.7796829 6.3828799 7.8753623 10.0353917 9.9003254 11.5014533 7.2649971 10.1972902 9.1883755 5.7420008 0.9475540 11.3762060 4.5914401 3.8544745 10.5650516 12.4824949 1.9475914 9.5678040 7.3691864 10.1913532 6.4632840 8.6974534 9.5174397 11.6512714 9.4223041 10.1036672 2.2695120 6.9754903 9.3084312 7.3399017 11.0561086 NA 10.8439165 11.2187553 10.3204491 4.8055659 8.1374087 7.8842218 0.0086320 0.0086320 0.0086320 0.0760850 -0.3058700 0.1097100 -0.0891110 -0.3133900 -0.0850850 -0.1596400 -0.1596400 -0.0798160 -0.1449700 -0.0971730 1.2271000 0.1415300 -0.1015000 -0.1934400 -0.1934400 0.6348900 0.0474730 0.0474730 -0.2792400 0.0921290 -0.0337530 0.0086320 0.0086320 0.0000000 -0.3058700 -0.0891110 -0.0891110 -0.0891110 0.0460540 -0.2916000 -0.2916000 0.0981880 -0.0850850 -0.1596400 -0.6666600 -0.1449700 0.0022807 0.0022807 -0.0469290 -0.0971730 0.0565630 0.1415300 0.1189400 -0.2004400 0.0886120 -0.1002000 0.2161300 -0.1934400 0.2121400 -0.4044600 -0.4776000 0.0474730 0.0474730 -0.1040200 -0.1145000 -0.1145000 0.0921290 0.0075615 0.000 0.000 0.000 0.000 0.000 0.000 -0.200 0.000 -0.101 -0.104 0.112 -0.193 -0.193 -0.478 -0.478 0.000 0.000 0.000 0.000 -0.279 0.000 -0.104 -0.115 0.000 0.000 -0.306 0.000 0.000 0.000 0.000 0.000 -0.252 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.200 0.000 -0.101 -0.104 0.112 -0.193 -0.193 -0.478 -0.478 0.000 0.000 0.000 0.000 -0.279 0.000 -0.104 -0.115 0.000 0.000 -0.306 0.000 0.000 0.000 0.000 0.000 -0.252 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 9.606688 10.397764 10.121886 10.735895 10.942645 9.255923 9.035047 6.166754 9.944764 9.705807 9.790720 10.220214 13.097469 12.548310 9.084575 6.305137 3.339907 10.646723 10.638019 9.716595 11.546846 11.410853 10.472126 9.827933 8.625304 10.191948 8.759761 10.505211 13.041662 10.353257 9.764568 7.200249 3.269512 14.296381 11.841265 4.702469 3.269512 10.559992 3.195505 10.830609 10.713285 8.651488 11.472615 7.919128 10.497369 10.144186 10.191948 12.681447 2.754930 -1.052296 9.760564 13.120402 11.335101 10.633345 10.312813 9.958112 9.401925 11.08425485 10.39776436 12.08649583 13.05185524 2.11749558 4.47114843 11.13152955 9.56872018 8.64628869 10.73589462 10.56137359 6.44743042 8.12997843 9.00963018 8.83480474 6.57694080 12.47322726 7.19826135 7.55121068 8.61646908 8.52690020 10.14480085 9.94476359 8.98650309 9.62354116 10.70121868 10.15337735 8.51363799 8.02973336 13.11790040 10.46918452 8.22370828 9.79072008 10.79385801 1.53256632 8.75855736 10.63233275 10.69912813 9.16554192 3.11751220 11.40701575 10.06717376 10.28743409 7.56963615 14.09721216 8.01904635 12.20394026 9.98718868 8.40496484 3.33990700 8.03822600 9.77889141 10.63801870 7.90468640 9.11061746 9.87832149 9.59234173 11.51030355 8.05349260 9.41008644 10.18658586 10.06132623 8.88274911 9.26160086 6.26951197 -0.05244605 NA 9.53442390 11.41085305 8.62530374 0.53256632 6.05610877 6.72237175 9.29409779 8.23298638 9.42331743 10.38429561 1.26951197 11.90105306 1.26951197 11.27710016 3.40701277 10.50521054 11.60646499 8.90613689 10.74565080 10.35325745 -1.05229644 11.32669165 10.93768807 11.69724409 8.58602009 9.65148766 8.02706888 4.23298303 13.30644132 10.23933037 10.06327804 11.26692600 10.45438752 9.53817108 5.92486475 10.74362369 10.43341341 10.74969649 NA 7.57329272 5.74200082 3.19550509 NA 6.35697481 9.52312340 10.94299796 11.43981037 10.51268615 0.94755395 10.36649085 11.47261545 7.91912791 8.33560161 12.80643932 9.31281286 8.96160452 8.79307425 11.29049214 11.02873462 9.29409779 9.59324246 5.68905030 9.55491438 3.64802820 11.89850446 10.07622290 11.82410106 10.57602964 12.68144683 9.89009856 11.28297447 9.42331743 10.03539173 11.42534238 9.33775301 10.68947241 9.44443786 10.46229817 0.94755395 10.27794082 10.74646091 10.80400966 4.19551296 6.06652624 9.31171880 8.98853132 3.53254139 9.90686159 11.61535431 9.60668799 0.53256632 9.28965882 8.81099603 10.31281297 -0.05244605 7.28297441 7.93057769 11.64802384 10.64672277 6.53254606 8.27401373 10.21026624 TCGA-HZ-A77O 77 1 160 11 pancreas stage iib t2 n1 mx 26-3-2015 female 2013 NA pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 349.38.0 2 2 NA NA 2 1 2 2 1 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 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 4 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.283052e-06 2.427395e-07 9.1411842 1.1468507 5.0775677 -0.8530842 7.2021130 13.2422277 6.0893456 2.3167540 6.5391480 7.8403178 10.1104494 3.2342867 10.5995867 11.1198608 10.8967001 9.8455354 9.1425977 8.9876085 11.7620005 0.7317915 11.7713977 -0.8530842 11.2253151 7.9828812 10.1788764 11.1747367 4.9281903 12.8787861 1.4687397 9.5120595 2.3167540 9.3217563 3.2342867 9.1425977 7.8916646 8.1580577 NA 8.1241105 -0.8530842 4.5043852 8.6474534 15.8265444 8.1411839 6.4597136 9.1269703 11.0374750 9.4642433 14.6822276 8.6426857 NA 5.1241089 8.3625334 13.5727678 8.6605582 9.0981155 3.7317915 11.0645757 0.1467855 7.1580583 7.5348483 8.1097267 6.1126147 1.9541963 7.9083818 2.1468181 8.3538451 5.9150141 10.2149371 -0.8530842 8.2605729 8.7467434 8.1774978 8.6426857 8.9281903 11.9905555 8.9525747 12.0933715 9.1326727 6.2448623 14.7126765 10.2296450 2.1468181 7.1432761 9.9709940 11.1709315 1.4687397 -0.8530842 9.2940355 9.7942891 7.4089258 7.1857496 9.1524552 5.3167540 14.5260737 9.7807341 10.8567760 9.8916645 11.7994516 10.3708323 8.2605729 6.3947576 6.6144360 11.0264254 9.7888824 9.6328613 -0.8530842 15.4381093 12.4707299 10.4870647 10.3289953 10.9864282 11.4625463 8.8121667 8.4182937 5.0775677 7.9249081 12.6484191 9.5688955 NA 0.7317915 6.9985803 12.3559794 11.3711339 13.2504464 7.3217568 4.8472704 9.4483270 7.8491768 7.5856228 10.0294737 10.5402211 10.7684247 5.8192569 8.5897743 9.4252801 4.9017165 2.8472754 11.5134261 2.8472754 3.5391464 11.0875114 11.9106655 2.9541777 9.4944520 7.1183743 10.6072866 5.1691995 9.3279830 9.1650308 11.2770795 9.5326931 10.7233150 0.7317915 7.8050422 8.8764516 8.2683642 10.1712778 0.6977738 10.5892559 11.1854068 10.3422029 4.7906886 7.9765532 7.8086090 -0.3347900 -0.3347900 0.1146200 0.0423070 -0.1039500 -0.1039500 -0.0077309 0.1136000 0.1629500 0.1790500 0.1790500 0.1790500 -0.3437700 0.1431000 0.1431000 -0.3314400 0.0449990 -0.3429700 0.0595080 0.4651900 -0.3444600 0.0607940 0.1147700 -0.0736100 -0.0736100 -0.3347900 -0.3347900 0.0423070 -0.1039500 -0.0077309 0.0000000 0.0000000 -0.3493900 -0.3448100 -0.3390600 -0.3329500 -0.3427400 0.1790500 -0.3437700 -0.3437700 -0.3399800 -0.3422800 0.0438650 0.1431000 -0.3060400 -0.3314400 -0.3314400 0.1358300 0.0643680 0.0449990 0.1356900 -0.3429700 -0.3200700 0.4651900 -0.3642400 0.1749800 0.0607940 -0.1580900 -0.2217000 -0.2217000 -0.0736100 -0.0736100 -0.340 -0.340 0.000 0.000 0.143 -0.188 0.136 0.000 0.000 0.134 0.134 -0.343 0.000 0.109 -0.356 0.000 0.000 -0.220 0.115 0.115 0.115 -0.158 -0.222 0.000 0.000 -0.104 -0.104 0.000 0.000 0.136 0.136 -0.333 -0.333 0.163 0.163 0.179 0.179 -0.344 -0.344 0.000 0.000 -0.340 -0.340 0.000 0.000 0.143 -0.188 0.136 0.000 0.000 0.134 0.134 -0.343 0.000 0.109 -0.356 0.000 0.000 -0.220 0.115 0.115 0.115 -0.158 -0.222 0.000 0.000 -0.104 -0.104 0.000 0.000 0.136 0.136 -0.333 -0.333 0.163 0.163 0.179 0.179 -0.344 -0.344 0.000 0.000 9.7147868 10.7397549 10.1629425 11.4648085 9.2342937 9.1355154 7.8713447 6.9797213 9.4955589 9.5814590 9.3840407 9.7280312 12.2788484 12.1378210 9.4030393 7.4597136 1.9541963 11.1678106 9.8679298 10.3085924 12.6343668 11.5527699 11.6533862 9.7486014 6.8747515 10.2586184 7.8437980 10.7910385 13.4040712 9.8289474 9.1482389 8.2102257 3.7317915 14.7126765 11.1032069 3.6062645 0.7317915 10.5709970 NA 10.4124458 10.3858324 8.3217563 11.9809066 7.7834553 10.6927605 8.1966793 10.9813018 12.2810966 1.7317915 NA 10.5087745 13.2643926 11.2791408 10.7892840 10.6546254 10.1538580 10.0891032 10.9598101 10.7397549 12.2748250 12.3658479 1.7317915 1.4687397 10.5995867 8.5519720 7.9638145 11.4648085 10.6215506 6.7761869 6.8472704 8.3415878 8.4889054 6.5218705 11.5580768 8.8746829 7.7392878 6.0537217 8.5218701 10.4693222 9.4955589 9.6556159 9.9257292 10.7555476 10.0055888 8.0294739 8.0567239 12.7618855 10.4264413 8.6042115 9.3840407 9.9923208 3.4687527 8.1967610 10.6590774 9.8593577 9.1884899 1.1468507 10.7336705 9.8032556 10.0981154 7.9444925 13.8839724 7.4597136 11.9929087 10.0401323 8.2342934 1.9541963 7.2129739 8.7870755 9.8679298 6.7317928 9.4782515 9.0355739 5.6386850 13.5750600 5.5218705 8.7888824 10.3852355 9.4603033 9.1126149 8.9717895 -0.8530842 NA 0.1467855 9.9797207 11.5527699 6.8747515 NA 6.6306472 5.4687592 8.8849230 8.4345432 6.7541606 9.4460387 NA 11.8119445 1.7317915 10.3223802 1.7317915 10.7910385 11.3480357 8.9493470 10.1629425 9.8289474 NA 10.7195309 10.4414514 10.7770978 9.1326727 10.0649486 4.0537196 4.1468344 13.3394317 10.0348129 10.7486014 10.9004653 10.3010159 9.3696257 5.6859906 10.1953176 9.9876087 11.0882452 -0.8530842 4.6703928 4.6386821 NA NA 4.8747527 9.8916645 11.2696587 9.5715744 10.0930059 -0.8530842 9.3659993 11.9809066 7.7834553 8.4437467 13.1811998 10.1431912 7.4506117 7.5519720 9.9860344 10.8823867 10.2162805 10.1953176 5.3562847 7.9249081 0.1467855 12.6484191 10.3192582 12.2636620 10.6057499 12.2810966 9.4206262 11.0734973 9.9388076 10.0294737 11.8177082 8.5980417 10.7406886 8.7336706 9.8005715 0.1467855 10.1531568 11.1843776 9.2422278 2.1468181 3.3947611 8.5540984 9.4001346 1.9541963 9.3911946 10.3846023 9.6011301 -0.8530842 9.3391236 8.2819755 10.6546254 -0.8530842 8.0476976 7.6546253 11.5021818 10.3605425 6.1468303 8.3947581 10.3366553 TCGA-HZ-A77P 77 0 NA 330 pancreas stage iib t3 n1 mx 26-3-2015 male 2013 NA pancreas-adenocarcinoma-other subtype yes NA NA r0 1 white not hispanic or latino 349.38.0 1 4 NA NA 2 2 3 1 2 1 0 0 0 4 0 2 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 5 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 1.391172e-06 3.338812e-07 9.8252905 2.8649884 8.5813968 2.5239383 7.7437607 12.9193381 7.0475089 NA 7.0682677 7.6858344 10.2349826 4.6394232 11.1764332 10.9236135 11.1056495 10.0516844 8.5433520 9.7183753 12.2981847 10.7778730 11.0155326 2.7869727 10.1099107 7.9702031 10.1401279 5.1089091 4.3449776 11.9297973 -1.3830778 9.9942667 6.6226800 9.3992354 3.7869831 10.0656888 9.6600835 8.6057410 -0.3828896 8.7005354 0.2020102 5.5595713 8.9896165 15.7467215 8.4195726 7.9070751 10.1008719 10.1528175 11.5584706 14.2416517 9.6634982 0.6170163 4.2609139 8.8788102 15.4496495 8.3313017 10.0454163 2.7869727 10.5871621 -1.3830778 8.7844742 8.4981703 9.8584434 0.2020102 4.9920977 8.2095133 5.3449776 8.8767993 1.7869727 10.1048962 2.2020102 9.7249270 8.6546031 8.6518550 8.4130956 8.7084914 11.2685563 4.8068808 12.1901115 8.0846617 5.6938716 12.6042313 9.5186773 6.0349090 8.0513090 10.1566996 8.3585233 2.3175067 -1.3830778 9.2859410 9.6546031 9.0264471 8.1464867 9.5878810 6.5359192 13.9758103 10.0589628 10.3044319 10.4045506 12.0434519 10.5896770 8.5194314 12.1657577 5.4750362 10.9418836 9.8476771 9.8657487 1.7869727 11.0404347 11.7699747 10.7310001 10.4911153 10.6841543 11.3502834 8.6696242 8.7882328 5.2894804 9.1600880 12.7333189 9.5943360 NA 8.1831103 6.8167290 12.0786635 11.1797756 13.7493952 8.9789998 5.8931802 10.4613696 6.6187452 7.3819279 10.3407939 10.4328397 11.5336820 6.0764885 9.6817989 9.5690693 4.9024595 1.9390008 11.6068054 5.1406192 2.0764907 12.0175354 12.8588904 2.7869727 9.5103577 7.3881491 9.5697973 7.4625464 8.1327557 9.9322057 11.4525145 9.5639623 10.4824028 1.2020102 6.8931802 9.7216550 8.0072252 10.4424124 2.6224619 11.4974049 11.0922829 10.7055132 4.8458764 8.1464867 7.4211871 0.00000000 0.00000000 0.00000000 0.23055000 0.00138680 0.00138680 0.00458000 -0.10579000 -0.00110870 0.34291000 0.34291000 0.00338310 -0.07627800 -0.00373950 -0.00373950 -0.00373950 -0.00981850 -0.05361100 -0.05361100 -0.15119000 -0.00373950 -0.00373950 -0.00553750 -0.00642180 0.00124810 0.00000000 0.00000000 0.02702200 0.00138680 0.00458000 0.00458000 0.00458000 0.00069327 -0.20596000 -0.10579000 -0.19362000 -0.00110870 -0.12784000 -0.07627800 -0.07627800 0.00170630 0.00332990 -0.00041585 -0.00373950 -0.00373950 -0.00373950 -0.00373950 0.17779000 -0.01957300 -0.00981850 0.06852200 -0.05361100 -0.05361100 -0.15119000 -0.15119000 -0.00373950 -0.00373950 -0.00415460 0.00597000 0.00597000 -0.00096966 0.01104100 0.000 0.000 0.000 -0.180 0.000 0.000 0.178 0.000 0.000 0.000 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.204 0.000 0.000 0.000 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.180 0.000 0.000 0.178 0.000 0.000 0.000 0.000 0.000 0.000 -0.151 -0.151 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.204 0.000 0.000 0.000 0.000 0.000 0.000 -0.194 -0.194 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.845274 10.877682 10.326571 10.673355 10.538525 9.401691 8.898986 6.231766 9.446779 9.596481 9.848277 11.057925 12.922975 11.767597 9.253681 8.571252 3.974612 12.326032 9.958019 9.409033 10.604860 11.255492 11.689524 10.537781 7.850676 10.298295 10.252321 10.111327 13.031015 9.941237 9.248233 7.952447 4.344978 12.604231 11.599693 5.992095 5.639423 10.386894 6.043320 11.649791 10.513388 8.639424 10.980917 8.130784 10.211847 9.485879 10.900144 12.717801 5.845874 NA 11.169725 12.510926 11.392127 10.707291 10.284168 10.270797 10.016473 12.5743396 10.8776817 12.2574141 12.9539811 4.1716472 6.1250890 11.1764332 9.3287232 8.2500516 10.6733551 10.8164217 7.5828405 7.7018644 8.3347327 9.7963432 6.4562591 12.1365695 7.2678569 7.8697215 9.1812057 9.0211332 10.0029078 9.4467789 8.9378566 11.7098133 10.7797621 10.3458270 7.8626088 8.5149014 13.1759551 9.7769274 8.3105433 9.8482772 11.1711653 3.6170516 8.3587760 10.9256796 10.4163377 8.7982083 2.6170633 10.6552893 10.2514134 10.7031923 7.2681078 12.2172014 7.8167283 11.9915523 10.1873862 8.6338645 3.9746119 6.8454424 10.8533694 9.9580189 6.7718737 8.8499927 11.5971957 8.1425768 11.0227295 6.8362246 9.8500765 10.2938947 9.5088398 8.4255537 4.6394232 5.2464119 NA NA 9.1327560 11.2554921 7.8506757 NA 7.0516842 4.9746073 9.6435795 7.6421954 8.9457312 10.1773890 0.9390008 11.9365871 3.3174922 10.3013664 3.2609139 10.1113268 11.0359629 9.1850122 10.4155279 9.9412366 -0.3828896 10.4970222 11.0243239 10.7588440 8.0846617 10.1754768 6.8649834 6.0764885 13.3372469 10.6152940 10.3727782 11.5489386 10.5792292 10.0007605 8.5727059 10.6240834 10.2894814 10.9358814 NA 7.6614503 7.0846617 6.0433204 0.2020102 7.7463390 10.4045506 11.2914691 11.7321924 10.5095990 4.8068808 11.5248857 10.9809171 8.1307837 8.6085779 12.7136889 9.4436046 7.6831455 7.6938716 11.0968364 11.8503762 9.7012002 10.2894814 5.5359192 9.1600880 5.8068808 12.7333189 10.4527119 12.0989817 10.8876435 12.7178006 9.9030363 10.8963765 9.0232612 10.3407939 11.1629859 9.1764332 10.3087996 9.0527264 10.1987275 -1.3830778 10.7844743 10.5133885 9.7863547 2.7869727 2.7372325 8.9877435 8.8269482 4.8838407 9.3694368 10.7820479 9.7183753 1.6170633 9.9384206 8.3295833 10.2841677 1.2020102 7.4905003 8.6310766 11.3057435 11.2777206 6.6992046 8.1658783 9.8602302 TCGA-HZ-A77Q 55 0 NA 33 pancreas stage iib t3 n1 mx 26-3-2015 female 2013 NA pancreas-adenocarcinoma-other subtype yes 15 1983 r0 1 white not hispanic or latino 369.34.0 1 4 NA NA 1 2 3 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 6 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 6 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.813613e-06 4.26528e-06 9.9409907 1.5546871 9.0336688 0.8177051 7.3568903 15.1947160 6.2771628 2.5546871 7.0969555 7.7988230 10.3102523 5.2551381 10.9662080 11.5883128 11.1430369 9.4806965 8.3439048 9.7543694 12.4425269 7.0465500 11.3028899 -0.7673392 10.4188832 9.4675864 10.2620562 4.8177307 5.5546963 11.3802919 2.8177256 8.0174036 2.6922040 9.4901567 -0.7673392 9.8811265 8.7385804 7.3976755 0.2327835 7.8064162 -0.7673392 5.0141276 10.4548453 15.3202318 7.9606895 4.1396578 9.6240126 10.0288085 13.2521860 13.9683779 8.9538682 -0.7673392 1.2327835 7.6545394 14.4146588 8.1927707 9.7395724 1.8177460 10.0961809 NA 7.5181708 9.1516323 9.1869652 2.2327835 4.3202319 7.8289590 3.1396659 9.0124882 2.4026949 10.1796753 0.8177051 7.2606749 9.1516323 9.6973148 9.5262406 8.5770647 11.5731754 4.5903206 12.1686706 8.3620521 4.9332091 13.2460044 9.8766251 7.0271850 8.0748051 10.4842513 9.3452085 3.2327682 NA 9.2114795 9.8233559 7.6673969 7.6250863 9.5135397 4.5181700 13.8607018 10.4336675 10.6798522 10.1253118 11.3245349 9.8456374 7.9157635 9.9349416 4.3620490 10.6182647 10.2668801 9.6088944 1.8177460 10.5117991 11.8191397 10.7120541 10.6543973 10.3510612 11.0593174 9.0876373 8.6400367 4.3620490 7.7602462 12.4117450 9.3491129 NA 4.8177307 6.8693940 12.5828794 10.9297365 13.4168694 9.2798928 7.4422220 10.2411976 5.1656346 7.3774275 10.0961809 9.7085023 11.4925122 8.0433407 9.9078438 9.5726189 4.0401209 1.5546871 11.5628455 NA 2.5546871 11.7395724 12.6444124 2.0401209 9.4458732 6.9051944 9.9122491 5.4225930 7.6034565 9.4735603 11.4980910 9.3109197 9.9166408 1.8177460 6.7719278 9.4651899 7.5814974 10.5653650 0.6495695 11.0880268 11.1778470 10.2164751 4.5546994 7.6839799 7.6880964 0.00069327 0.00069327 0.00069327 0.09725200 0.00912590 0.01140000 -0.00484610 -0.15822000 0.00000000 -0.00083160 -0.00083160 -0.00636680 -0.00027724 -0.04969500 -0.04969500 -0.04969500 0.00555290 -0.12726000 -0.12726000 -0.18395000 -0.00498440 -0.00498440 0.10205000 -0.01794400 -0.01601700 0.00069327 0.00069327 0.09725200 0.00912590 -0.00484610 -0.00484610 -0.00484610 0.00485790 -0.15822000 -0.15822000 -0.21664000 0.00000000 -0.00083160 -0.45018000 -0.00027724 -0.11011000 -0.11011000 0.00152550 -0.04969500 -0.04969500 -0.04969500 -0.04969500 0.00194180 -0.00055444 0.00555290 -0.00178220 -0.12726000 -0.05122200 -0.18395000 -0.18395000 -0.00498440 -0.00498440 -0.10933000 -0.10985000 -0.10985000 -0.01794400 -0.01794400 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.184 -0.184 0.000 0.000 0.000 0.000 0.102 0.102 -0.109 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.217 -0.217 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.110 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.184 -0.184 0.000 0.000 0.000 0.000 0.102 0.102 -0.109 -0.110 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.217 -0.217 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.644809 10.945296 10.357536 10.021487 11.021079 9.093856 8.007556 6.127586 9.076690 9.702411 9.882923 10.695782 12.509084 11.811378 9.410188 8.508893 1.232784 11.636314 7.382516 9.704444 11.379322 11.027997 10.624013 11.162027 8.395160 10.346511 9.139660 10.779437 14.131701 10.254443 9.427526 8.802625 2.554687 13.246004 11.908064 4.787359 6.590321 10.373599 NA 10.278529 10.514699 8.878427 11.307579 7.545652 10.249577 11.474156 10.564246 12.628972 5.692201 NA 11.498970 13.006217 11.359661 10.441613 9.850236 9.991825 9.966835 12.3646259 10.9452960 11.8961047 12.2924514 2.5546871 2.6922040 10.9662080 8.9776028 8.5204812 10.0214874 10.7772505 6.8909804 7.6632215 8.5990912 8.6777838 7.2271220 12.6285708 6.5732427 7.2100488 8.3122536 8.7105272 10.1501410 9.0766900 8.5181712 10.4058214 10.9645123 10.1419120 8.9140074 9.1825957 13.1233182 9.5181712 8.1062132 9.8829232 11.8275601 1.8177460 8.4747759 10.7095152 10.2914372 8.7445217 1.8177460 11.4036329 9.8026246 10.4759429 6.9742356 13.4144648 7.0656585 12.3820398 10.3555970 8.6442799 1.2327835 6.9775352 9.1767489 7.3825160 4.8177307 9.0965837 10.6715608 7.5456518 11.3028899 7.9909923 9.2509692 10.2606749 9.9111578 7.9504457 5.3412920 5.8766250 0.8177051 0.2327835 9.4225936 11.0279969 8.3951601 NA 6.1985531 7.6121475 9.2620561 7.6121475 8.8927647 11.3115869 7.2214537 11.9759204 -0.7673392 9.5273896 NA 10.7794368 11.1180840 8.8856140 10.4609864 10.2544430 -0.7673392 11.1895081 10.6927128 10.2136226 8.3620521 9.7464965 6.2988581 2.8177256 13.1897803 10.2242908 11.2516646 11.5897711 11.3543025 10.2894067 11.2082587 10.5530054 9.9060781 11.0628880 -0.7673392 8.1486484 5.3202319 NA 0.2327835 7.2043129 10.1253118 11.1039042 12.2773748 10.5181712 -0.7673392 10.2839779 11.3075794 7.5456518 8.6922005 12.4716215 9.9538682 10.4299857 7.1516326 11.1464064 10.9951510 9.4972116 10.2021555 7.1336354 7.7602462 6.4324417 12.4117450 10.2376917 12.1878739 10.5187490 12.6289724 10.5077294 11.3258563 9.9104886 10.0961809 11.3125871 9.3439046 10.2655035 8.9314736 10.2914372 NA 10.9666317 10.7724125 9.6839801 8.9487311 4.1649230 9.2853370 8.7471084 2.2327835 11.3818809 10.5667517 9.1723482 2.0401209 9.8073625 8.3655771 9.8502364 2.0401209 7.5319771 7.7003745 11.4182639 10.5308316 6.0401231 9.4164042 9.5365497 TCGA-HZ-A8P0 76 0 NA 0 pancreas stage iib t3 n1 mx 26-3-2015 male 2013 NA pancreas-adenocarcinoma ductal type yes 20 1968 r0 15 white not hispanic or latino 369.34.0 1 3 NA NA 1 1 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 7 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.045948e-06 9.01604e-07 9.4418961 3.2185797 4.4986913 -0.5887907 7.5456557 13.6749383 8.1958638 2.8706606 6.8206194 8.0730072 10.5125482 6.4986913 11.2602431 10.7147073 10.9075835 9.8121085 9.0942237 9.3566729 10.7682311 3.1116657 11.4494621 6.7862683 10.6004358 7.3060471 10.1577433 7.2441193 3.4112228 12.3566728 0.4112093 9.6109014 3.9347901 9.6744983 3.4986977 9.8184967 7.8290815 8.2629780 NA 7.7643760 -0.5887907 4.9030817 8.5341348 15.4294509 8.5039863 8.9715619 10.1577433 10.2401588 10.4800073 14.2348948 9.2488569 NA 2.8706606 8.0788019 13.8816337 7.6873533 9.5507804 2.4112364 10.9734714 NA 8.2815939 8.1151326 8.2535795 2.2185952 2.9961899 7.7104373 3.2185797 8.7906075 7.5353500 10.9328294 NA 4.6966338 8.5685760 8.3625137 9.6400477 8.0514738 12.7068545 0.4112093 11.9617353 8.4746242 4.2692127 14.4919633 9.4556231 7.2504330 8.0512209 9.6047543 9.3755699 2.5811584 0.4112093 9.0496648 9.6484390 10.4048750 8.4055823 9.2535792 5.7862696 14.0773975 9.7676809 10.4112290 9.8301357 12.4707425 9.5736203 8.4027507 6.6591568 4.3181216 11.1961297 9.8520981 9.6736057 0.4112093 10.8557263 12.4957053 10.5520715 10.1392515 11.3809753 11.4252495 9.2582864 8.4986917 4.9961899 9.1727803 12.3666973 10.5647810 NA 4.6966338 6.0550850 12.6064474 10.8940370 12.9217460 8.4960373 5.7150093 9.5314668 6.4705190 7.4055823 9.6340240 10.0323651 10.9834555 5.8541727 8.8644997 9.4027510 5.4112296 1.4112093 11.6007448 5.4556231 1.9962079 12.4838641 12.2474767 0.4112093 9.4515188 6.9202123 10.1194507 6.0550850 9.4853705 9.5520588 11.4820208 9.6744983 10.8526171 NA 6.4773179 9.5482201 7.8950451 10.2088906 1.0434845 10.9288984 11.8993202 10.8264426 5.3654266 8.1323280 4.9347901 0.00805670 -0.00622860 0.65885000 -0.00567570 -0.00373950 -0.00773610 0.00000000 -0.00304750 0.03594700 0.00481600 0.00481600 0.00481600 0.37660000 -0.00329150 -0.00329150 0.00124810 0.00958830 -0.00041585 -0.00041585 0.33375000 0.00110930 0.00110930 -0.34653000 -0.01292600 -0.01202400 0.00805670 0.00805670 -0.00567570 -0.00373950 0.00000000 0.00000000 -0.00816240 0.00124810 -0.00304750 -0.00304750 -0.37268000 0.03594700 0.00481600 -0.36022000 0.00097064 -0.35988000 -0.35293000 0.00402430 -0.00329150 -0.00329150 0.00124810 0.00124810 -0.00415460 -0.00456950 0.00958830 0.02020300 -0.00041585 -0.00041585 -0.00705760 -0.36703000 0.00110930 -0.33918000 0.00736090 0.01978300 0.01978300 -0.01292600 -0.01292600 -0.314 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.651 -0.347 -0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.314 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.360 0.000 0.000 0.000 0.651 -0.347 -0.347 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.448776 10.971084 10.426644 10.516483 9.923969 9.833294 8.428037 5.803547 9.423854 10.217779 9.652020 10.001816 12.685170 12.214149 8.733157 7.498692 7.145938 10.782461 11.743545 9.763272 11.701360 12.009514 10.836445 10.724112 7.605986 9.840636 8.514517 10.520831 13.174026 10.915055 10.152696 7.250433 3.870661 14.491963 11.046947 4.696634 3.411223 10.533410 6.433597 10.013928 11.487377 8.482691 10.916048 8.062281 10.909081 8.797091 11.058687 12.797900 1.411209 NA 10.693738 13.533733 12.153770 10.550102 10.402751 9.835395 9.124701 11.3136041 10.9710840 12.3237442 12.4995204 0.4112093 2.7331591 11.2602431 9.1627730 8.9170405 10.5164828 10.6053702 5.5405109 7.4112288 8.5507803 8.4583529 6.8541727 11.6173276 7.1326015 7.5811539 8.1893062 9.1442442 9.9810846 9.4238536 8.7533037 10.6662576 10.3963594 9.9090808 8.3913686 8.3654253 13.0725618 9.7992463 8.8035464 9.6520203 11.0240975 -0.5887907 8.8018710 10.5861547 10.7359721 9.0129999 1.9962079 10.4603969 10.0027513 10.4315145 7.9961916 13.4335101 8.0222541 12.6985085 10.2385717 8.6182434 7.1459383 8.0285493 8.6303975 11.7435453 7.0185596 9.4425994 9.5948644 8.3271084 12.4236790 7.9810849 9.0622807 10.6406487 9.9060846 8.0586872 4.2185875 7.0622804 NA NA 10.0959777 12.0095142 7.6059861 NA 6.6010532 7.3241184 9.8427267 8.6328160 8.7104369 10.2056448 6.4773179 12.0763428 1.9962079 9.3522765 1.9962079 10.5208312 11.3555750 9.2535792 10.1950457 10.9150547 NA 10.8311892 10.7427058 11.2594607 8.4746242 9.8184967 5.0836559 6.8706606 13.3862709 9.9120709 10.3456571 11.6501860 10.5641476 9.7092915 7.9503879 10.2425363 10.4432747 10.9844028 -0.5887907 7.2567191 4.9961899 6.4335971 NA 7.3120961 9.8301357 10.9715619 11.1062354 10.3984931 NA 10.0765650 10.9160480 8.0622809 8.1761008 12.0412686 9.6567816 8.5985811 9.1677854 11.0078847 11.1094996 9.4556231 9.7286416 5.6206832 9.1727803 0.4112093 12.3666973 10.3136041 12.1604699 10.6809401 12.7978999 9.9686927 11.0716706 10.9853494 9.6340240 11.2664868 9.1810668 10.0889487 8.6376410 10.4168536 0.9961718 10.2409517 12.3920826 9.8056916 3.3181143 0.7674006 9.0185593 7.9060849 1.9962079 9.7354096 11.1300102 9.7218417 1.4112093 9.4528882 7.8962131 10.4027508 NA 7.1391492 7.7906072 11.9732329 10.2290121 5.9810854 8.9734715 10.2361878 TCGA-HZ-A8P1 81 0 NA 7 pancreas stage ib t2 n0 mx 26-3-2015 male 2013 NA pancreas-adenocarcinoma ductal type yes 15 1952 r0 0 white not hispanic or latino 390.32.0 3 1 NA NA 1 2 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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10.9017521 NA 3.3476090 9.1967897 7.1488955 8.4524447 8.8693307 14.0657950 3.5080736 11.5834882 8.7236763 5.7520046 14.5478643 10.1473725 5.6177040 7.7129286 10.4022589 8.8128210 1.2601461 NA 9.6308394 9.6556860 7.2935746 8.0183749 9.9923194 4.2143502 14.9900116 9.2359998 10.9497131 9.3542295 12.7071059 9.7886059 8.3476147 3.8451187 5.7679461 11.3569132 10.3900789 9.5547726 NA 11.2825197 12.2495464 10.6763794 10.4855944 11.7856727 11.6300218 8.8985878 9.1212387 6.3686758 10.3745449 12.2490141 10.7540073 NA 2.0675010 6.2488365 12.3292660 12.2351042 12.8848331 6.3581835 4.9040071 9.2866753 6.9132832 7.8822034 9.0550714 9.4781097 10.0217032 5.5269389 9.0150395 9.8080104 4.1670448 NA 11.7356320 6.7439673 2.8451086 10.2033993 11.0586237 0.2601461 8.4425463 6.0930425 11.1142411 4.0675097 8.0283360 9.4060840 11.7728924 9.5339476 9.8822038 0.8451086 7.3476152 9.8609940 8.0578136 10.9918952 -0.4064072 10.5798240 11.4512111 10.7560069 5.2601537 8.5524735 5.7358850 -0.71069000 2.16760000 0.72093000 -0.01354000 -0.68852000 -0.69813000 0.00277450 -0.02170400 0.00000000 -0.71479000 -0.71479000 0.33254000 0.00263570 0.00055459 0.00055459 0.00055459 0.00917050 0.00750000 0.00750000 0.02918400 0.00527490 0.00527490 0.00805670 -0.10250000 -0.10726000 -0.71069000 -0.71069000 -0.01354000 -0.68852000 0.00277450 0.00277450 -0.00357540 0.00152550 -0.02170400 -0.02170400 -0.02794500 0.00000000 -0.71479000 -0.72712000 0.00263570 0.00479170 0.00479170 -0.00152430 0.00055459 0.00055459 0.00055459 0.00055459 -0.00622860 -0.00239550 0.00917050 -0.67564000 0.00750000 0.00750000 0.02918400 -0.72765000 0.00527490 -0.00802440 0.00360760 -0.66763000 -0.66763000 -0.10250000 -0.10250000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.711 0.651 0.000 0.000 0.000 -0.668 0.000 0.000 -0.689 -0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.382 0.333 0.000 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.711 0.651 0.000 0.000 0.000 -0.668 0.000 0.000 -0.689 -0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.382 0.333 0.000 0.000 -0.102 -0.102 9.8757816 11.5086725 10.2410055 11.6264741 8.4425463 9.9914710 9.3462881 6.7915328 9.8309563 10.4871660 9.8375808 9.8479294 12.1339805 12.6001410 7.9466525 6.2935746 3.6524750 9.4536772 10.4762915 9.4388168 12.3488838 12.0652911 10.0707235 8.5910686 7.7399325 10.1602640 7.9219302 10.3446082 12.7878732 10.4456468 10.5673527 5.7679461 3.6524750 14.5478643 11.8584371 1.2601461 1.5820742 10.4219137 NA 9.6822167 11.7978556 7.6000021 11.2692807 8.3127201 10.8427643 7.9183636 11.1572410 12.6055571 0.2601461 NA 10.4949694 13.9886571 12.2501371 10.4760124 10.6684816 9.3555489 7.7070699 10.3816854 11.5086725 11.9376513 13.0271983 1.2601461 0.2601461 10.9605916 10.1204630 8.7934817 11.6264741 9.5639326 6.3262407 8.2459938 9.0332911 8.8147407 6.5455545 11.5682064 8.1484079 7.1181334 8.2488365 8.3342934 10.1087436 9.8309563 9.3660603 10.0874947 10.9722489 10.2367160 8.1849646 7.0803304 13.0040396 10.2783521 8.8619228 9.8375808 10.8822037 0.8451086 9.2470462 11.1640338 10.6487074 9.4647230 3.8451187 11.4717361 9.9872215 9.8619227 8.0217029 14.6412554 7.3154340 12.1038767 10.4456468 9.1427950 3.6524750 8.1409596 9.7510027 10.4762915 6.2259362 9.8704201 8.9022035 9.7429598 10.5593599 7.4841534 9.7778213 10.7934816 10.1610187 8.1274305 7.4647230 8.4696052 2.7195777 NA 9.0066663 12.0652911 7.7399325 NA 6.9112038 4.0675097 8.6843180 7.7719047 6.4499756 11.7180457 6.2374318 12.1696700 1.8451086 10.7959133 -0.7398539 10.3446082 11.3383027 9.5234210 10.6171540 10.4456468 NA 11.1107294 10.4079928 11.7223985 8.7236763 9.3634396 7.3686767 4.3894360 13.9779354 9.9649201 9.3396367 11.2383225 10.2388623 8.5128175 6.1056425 11.2880579 10.7604958 11.3512567 NA 6.5269389 4.5080800 NA NA 7.1730415 9.3542295 10.2545054 9.6273701 10.7949411 NA 10.5240079 11.2692807 8.3127201 8.7459811 12.6477654 9.0851107 8.0415119 8.9518955 10.7010211 11.2011995 9.6811648 9.6801121 5.9183624 10.3745449 3.6524750 12.2490141 9.5443977 12.3779573 10.4671663 12.6055571 8.5910686 10.9935910 7.6610313 9.0550714 11.9310294 7.1967900 10.4200233 8.4499765 11.0304028 -0.7398539 10.4300769 10.9174703 10.8507390 -0.7398539 2.0675010 9.2244928 8.9941164 6.3790924 8.9778283 10.8580601 9.6416949 -0.7398539 8.4696052 8.9702868 10.6684816 2.7195777 7.9982440 8.1366687 11.9170236 11.2987280 4.9880711 6.8600652 10.2887487 TCGA-IB-7644 65 1 394 347 pancreas stage iv t3 n1 m1 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes 30 1981 r1 3 white not hispanic or latino 195.45.0 2 3 2 2 1 2 1 1 1 1 0 0 0 0 0 2 0 0 0 0 0 6 5 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 4 5 0 0 0 0 2 0 2 6 2 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 2 0 0 2 0 0 0 7 0 0 0 4 5 0 2 0 0 0 2 0 2 0 0 0 0 0 6 5 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 4 0 5 0 0 6 0 0 0 0 0 0 2 0 0 0 0 9.362811e-07 2.427395e-07 9.5477935 4.4448724 7.0732054 0.8800977 7.3340471 14.0115456 5.3825912 1.1024566 5.7627342 8.0666177 10.6895907 5.5525154 11.6731519 11.7168773 11.4888074 9.8453939 9.5764785 9.3971036 11.1766244 5.7380706 11.5341298 NA 11.8010636 8.0349084 10.1831102 4.0764907 2.6874415 11.3512577 NA 9.9868715 1.7545455 8.6091447 4.1280211 8.9631267 9.4575194 8.3957903 NA 8.0516842 -1.7050999 4.7380706 8.8996814 16.2132692 7.9728477 8.3174958 10.0370163 10.7879827 11.0850691 14.3063553 8.8950408 NA 1.7545455 8.7155832 13.9041913 7.8659893 9.6981400 3.0500140 10.4263419 0.2951352 9.5221423 9.0764877 9.1024831 NA -0.1199806 8.4474131 1.6170633 8.9728477 4.5430566 10.8535487 0.8800977 4.6170575 8.9398856 8.5489756 7.6679929 8.6405334 12.4116345 3.3395222 11.7623515 9.5897487 5.4244115 15.3266893 10.0085145 5.9098379 7.1172847 10.7219170 9.7647699 2.1024902 NA 9.4016910 9.7601842 6.2317665 8.8371927 10.1819677 5.1899471 14.9816422 9.1097105 9.9376310 10.5356212 12.2068945 9.5179229 8.5931905 6.0162266 5.4750362 11.0265022 10.6573459 9.1899458 -0.7048648 9.6581677 11.4463032 11.1147763 10.8850389 12.1174997 11.3845785 8.7276700 9.1823487 6.0365956 9.0854764 13.9251960 10.3769443 NA 2.9955750 6.4898849 12.1961835 11.9699823 13.1148581 7.3174958 5.7213918 9.3652490 6.9006072 7.5943358 9.4663861 9.7458239 11.7054469 5.4448757 10.6823376 10.0157999 2.8186870 1.8800977 12.0164409 3.5805314 1.8800977 10.8463556 12.9127103 -0.1199806 9.7514825 5.5528935 9.9916610 5.7949746 8.3449767 9.2478694 11.7545596 9.0196419 10.5436486 -0.7048648 7.4874212 9.9061528 8.5828405 10.8948084 NA 11.0313185 10.7406602 10.6048886 6.1343318 8.1914605 7.5094472 0.00680440 0.00680440 0.00680440 -0.00574210 0.00513590 0.00513590 0.00000000 0.00708260 0.00041593 -0.00207840 -0.00207840 -0.00207840 -0.00013862 0.00875280 -0.00221680 -0.00221680 -0.30874000 -0.55877000 0.00624810 1.20340000 0.01936300 0.01936300 0.00972760 -0.06034500 -0.06034500 0.54630000 0.00680440 -0.00368850 0.00513590 0.00000000 0.00000000 0.00000000 -0.00083160 0.00708260 0.00708260 -0.58530000 0.00041593 -0.00207840 -0.00830400 0.00593470 -0.03422300 -0.03422300 0.00263570 0.00875280 -0.00221680 -0.00221680 -0.00221680 0.00305220 0.00458000 -0.30874000 0.01474900 -0.55877000 -0.56873000 -0.58520000 -0.57763000 0.01936300 0.01936300 -0.34320000 -0.57950000 -0.57950000 -0.06034500 -0.06034500 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 -0.559 0.000 -0.584 -0.576 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.309 0.000 0.000 -0.559 0.000 -0.584 -0.576 0.000 0.000 0.000 0.000 0.000 0.000 -0.343 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.585 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.323725 11.303557 10.188050 10.642749 9.581686 9.876799 8.727670 6.036596 9.416662 10.002487 10.188050 9.778440 13.466031 13.297020 10.385902 8.033220 1.617063 10.606309 8.577058 10.115307 12.434583 11.628703 9.794476 9.903845 7.988615 11.002056 10.243130 10.045115 13.253862 10.100469 8.698140 8.327174 4.361214 15.326689 11.621417 2.880098 4.202018 10.142185 NA 11.078740 9.987744 9.054184 11.035963 8.124851 10.748399 9.929031 10.598053 12.868065 6.499699 NA 11.410172 12.910068 11.464741 10.902486 10.197126 11.144924 8.906319 10.8595158 11.3035567 11.9032673 12.9807529 -1.7050999 2.6170633 11.6731519 9.9222059 8.9763665 10.6427494 10.2180840 4.2951279 8.5862986 9.1484377 9.2288187 7.2923078 11.6355345 7.7803337 7.8439499 7.6960077 9.2199405 10.1880502 9.4166616 9.7904834 10.2251261 10.6559751 10.3990714 8.4524748 7.6658156 12.8100886 9.7380715 8.2766953 10.1880502 10.6023288 1.8800977 8.0712977 11.5735775 10.3921725 9.0968364 1.2951352 11.6122579 9.8992179 10.7678189 7.6504788 13.1483401 7.4849526 13.4829054 10.1366924 8.1654929 1.6170633 6.6578172 9.7954720 8.5770579 5.5619157 9.4744462 9.6858344 6.6874457 9.7919819 6.8838432 9.9176375 10.8357405 9.5185265 8.9674119 5.9957061 7.6526801 -0.1199806 NA 7.9833784 11.6287027 7.9886148 NA 6.6614503 5.0230468 9.0298377 8.7939771 9.4346793 11.5857229 NA 12.1879554 NA 10.2482332 -0.7048648 10.0451147 11.1038911 8.7203438 10.4413785 10.1004689 NA 12.2791904 10.4337198 10.5851469 9.5897487 9.9167220 5.2951279 5.6349794 13.8126436 10.6173379 11.2775869 11.6230904 10.3561616 9.0575101 6.5430550 10.7297563 10.4753480 11.2325019 NA 7.3558241 3.8800880 NA NA 4.8342865 10.5356212 11.2650541 12.0763802 11.3761121 -0.1199806 10.3987437 11.0359629 8.1248507 9.0076550 12.2924840 10.1065027 9.2325018 8.7949740 11.2290030 11.5394919 9.5811081 10.4260203 6.7339196 9.0854764 1.1024566 13.9251960 10.5966243 12.4947237 11.4284308 12.8680651 9.3374714 10.6834144 7.7422111 9.4663861 11.5176211 8.7829681 9.8875851 9.1153069 11.1129111 NA 10.6598892 10.7563517 10.4812423 0.2951352 4.8869890 9.1176989 8.1705550 3.2020258 9.4340398 10.9140801 10.0907619 NA 9.2852320 8.7836410 10.1971262 6.7909831 7.4218326 7.6282837 11.5974814 10.9040759 6.5851473 7.9728477 10.1303890 TCGA-IB-7645 44 1 1502 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2007 yes pancreas-adenocarcinoma ductal type yes NA NA r0 5 NA NA 210.45.0 1 4 NA NA 3 3 3 3 2 3 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.391172e-06 5.564687e-07 10.2333107 NA 7.8632459 -1.2660383 8.4291912 14.4153663 6.4955145 2.7339617 6.3921749 7.8580842 10.6957746 7.3000175 11.5216616 11.4982625 11.6505890 9.4913531 6.8214258 9.5581264 13.1100206 6.1262812 11.5981493 0.3189242 10.8473797 9.4863437 10.7141027 6.4618838 4.3486715 11.2993032 NA 10.0205208 6.5021476 9.3868081 4.4888492 10.0089235 9.4274501 7.9038879 NA 8.1872338 NA 4.3189242 10.4758514 15.2939525 8.1046506 5.4063870 9.8754316 10.3287542 12.2439855 14.3070777 8.9913509 -1.2660383 4.7339617 7.7669178 14.1648730 7.6529453 10.4716329 2.6408523 9.8976129 2.5413166 9.0366020 9.6728075 9.4169577 3.5919427 5.0193639 8.3957410 3.9434150 9.3614971 1.0558898 10.5864926 0.7339617 6.9627815 9.4988346 10.3550992 10.0417332 8.6954127 10.4567706 2.8214245 12.2299430 8.6823303 5.1933933 13.9163187 9.6823303 3.8214245 7.7528028 10.9324082 4.7112416 2.8214245 -0.2660383 9.2643694 9.9120055 8.5794532 7.8240754 10.2313160 6.0100883 14.4987051 10.8369230 9.0147338 10.2172751 11.9731141 10.4439085 7.6498425 11.5774917 3.8214245 11.2644011 10.2818216 9.2121260 -0.2660383 9.3984104 11.7899233 11.3278024 10.6745997 11.1486484 11.4339693 8.2318149 8.9615791 5.8632472 8.1831118 12.6325645 9.7926314 NA 5.1933933 7.2847103 12.9114605 11.3123358 13.4272867 9.7148166 6.8319950 10.0303057 6.0295015 7.7339630 10.6676537 9.4499251 11.5136824 7.6823303 9.3123357 10.1758699 4.1933933 3.9038867 12.2064001 3.9434150 1.0558898 11.6582189 13.1275547 NA 9.5128615 6.5348631 9.6779430 5.9434174 8.5841500 9.0603925 11.4963452 9.1810464 9.8431408 0.3189242 6.1933953 10.0530707 8.3669582 10.5954377 -0.8546486 10.9931178 11.2385338 10.8003887 6.0007505 8.4567708 6.7283165 0.0150450 0.1120600 0.1120600 -0.0351100 -0.0712730 -0.0712730 0.0385580 -0.0721580 0.1935200 0.0000000 0.0000000 0.0385580 -0.1089500 -0.0340200 -0.0340200 -0.0353820 0.0384160 0.0082639 0.0082639 -0.0112680 0.0464860 0.0464860 -0.0580470 0.0042311 0.0042311 0.0150450 0.0150450 -0.0351100 -0.0712730 0.0271440 0.0271440 0.0271440 0.0085423 -0.0721580 -0.0721580 -0.1129300 0.1120800 0.0000000 -0.1089500 -0.1089500 -0.0401420 -0.0357900 -0.1108300 -0.0340200 -0.0340200 -0.0353820 -0.0353820 0.2019000 0.0560120 0.0336460 0.0847130 0.0082639 0.0082639 -0.0112680 -0.0112680 0.0464860 0.0464860 -0.0659180 -0.0349730 -0.0349730 0.0042311 0.0042311 0.000 0.000 0.000 0.000 0.000 0.000 0.202 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 -0.109 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.202 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 -0.109 -0.109 0.000 0.000 11.106284 11.035745 10.644606 10.229818 10.882440 9.401075 7.950709 6.363320 9.199530 10.405504 10.343142 10.485089 12.659239 11.944482 9.327354 8.413443 4.923786 11.582782 8.309502 9.525940 11.259741 11.704788 10.127890 10.581803 8.363320 10.671337 9.423961 10.938831 14.292862 10.564874 9.538094 8.344988 4.193393 13.916319 12.265466 2.541317 6.064881 10.149705 NA 10.865820 10.943721 9.628023 10.736427 7.901381 10.265832 11.955550 10.895725 12.584150 2.541317 NA 11.762905 13.399466 11.828339 11.050723 10.271667 10.321741 10.068466 11.5694214 11.0357451 11.4114625 12.9599236 5.1769052 3.5413166 11.5216616 9.7721963 9.3642303 10.2298181 10.2803753 5.9818915 8.4703652 8.2692384 9.0434394 7.3814218 12.4335356 6.9748975 7.5700135 8.3523485 8.6498425 9.6639539 9.1995295 9.0423021 10.8979272 10.5525453 10.1106312 8.5573304 8.3687740 13.5216617 9.7155303 8.1560279 10.3431418 11.4130033 4.1262791 8.2591708 11.1308354 10.8290304 8.8645338 1.7339617 11.1844011 9.6639611 10.5300027 7.4787971 12.9936328 7.3449882 12.3795090 10.4482086 8.8121138 4.9237862 7.0446214 8.6587756 8.3095023 4.9038867 9.3778463 10.7479836 6.9336352 11.9738599 7.0782586 8.8542011 10.4507826 10.1609092 8.2210999 5.5668517 3.1262791 NA NA 8.4430467 11.7047880 8.3633196 1.3189242 7.1851738 7.9188382 10.0964549 7.8529040 9.9057655 10.6093285 -0.2660383 12.4634776 1.7339617 9.3385162 3.7339617 10.9388307 10.3080836 9.2702103 10.3674125 10.5648744 1.0558898 12.0304492 10.3245502 11.1597035 8.6823303 9.8372509 6.0377446 3.7783558 13.2410144 10.5320298 11.4996636 11.7984398 10.6265059 10.5876625 10.6431062 10.7329061 10.2866321 11.3023943 0.3189242 9.7632504 5.3338745 NA -1.2660383 7.6378450 10.2172751 11.3045304 12.5931067 11.0268599 NA 11.2360490 10.7364265 7.9013810 9.0216754 12.3427954 10.0354592 9.7388859 7.7756221 11.5739542 11.6580333 9.6150771 11.1187468 7.6910651 8.1831118 1.8549930 12.6325645 10.0865584 12.1514201 10.8441201 12.5841499 10.8706339 10.5747410 6.9913506 10.6676537 10.9234788 9.0468460 9.2971593 9.3624087 10.7233576 -0.2660383 10.9456537 9.9842615 9.6903392 5.9138731 2.6408523 9.8677475 8.2827850 2.3189242 11.7892455 9.7063470 10.1369751 3.8214245 9.8339683 8.4250787 10.2716668 0.3189242 7.8938342 7.4787971 11.5443339 11.1383064 6.3038191 9.8875151 9.8683894 TCGA-IB-7646 60 1 145 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2007 yes pancreas-adenocarcinoma ductal type yes NA NA r1 6 white not hispanic or latino 195.45.0 3 1 5 2 1 2 3 1 1 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 7 2 0 4 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.941916e-06 5.548332e-07 9.37053245 0.02176397 5.54536609 NA 8.23125767 14.11942504 3.82915950 -0.97823603 5.81622081 7.79659127 10.09259622 2.48124727 10.79782605 12.24990153 11.81622025 9.51365753 6.37053223 9.93394524 12.88637745 0.60672648 12.22622269 7.32558520 11.75312338 9.89985521 10.88946921 3.48123435 4.99908450 5.60676792 -0.97823603 10.34935698 -0.97823603 8.91662204 4.10926861 9.64568581 9.35719481 8.29792872 NA 8.21902085 0.60672648 7.33921668 9.84596763 14.34974290 6.98758919 5.60676792 9.81622017 10.33525434 11.94865629 14.85550982 8.25302535 NA 2.02179950 8.84247795 13.36360114 7.48123596 10.06483167 3.92869247 12.24550446 1.02183503 3.54536300 9.32330048 9.35607755 NA 7.44386934 8.06892818 3.54536300 8.91206868 0.02176397 11.07403279 0.02176397 10.11786059 9.54045762 9.78833335 8.67106050 9.11983651 11.82189537 4.72224195 12.85043675 8.63098311 6.78998871 13.79952201 10.62589419 6.29792872 7.13372277 10.81500120 3.54536300 2.02179950 NA 9.57639327 10.28095910 6.39684450 7.54144050 9.94290152 6.25062245 14.04512557 10.33752000 9.66295297 10.51415827 11.78210849 10.45538980 7.61051921 1.82915950 5.72224468 10.19345033 10.02180436 10.23976212 -0.97823603 11.30054418 12.26750563 10.53812490 11.16535022 10.83718765 11.29239169 7.12509209 8.32101259 5.08789558 8.91813664 12.31038210 9.47507495 NA 3.41412200 8.06346357 13.39494141 11.50587198 13.93211918 8.21162893 -0.97823603 9.70304272 7.42783912 7.62913437 10.44785418 9.35047935 11.22392821 8.43119545 9.03721939 10.01332616 6.97017148 1.60677384 12.22698669 5.28859112 1.82915950 11.14721784 11.40253598 -0.97823603 9.93618946 5.06619685 10.57878930 4.92869720 8.03861286 9.80807400 12.30778449 9.90902496 10.43860194 7.06072295 9.09460688 9.97090153 7.61799412 10.08182466 0.28486943 10.90750076 10.32558508 10.10395339 5.51365812 6.74290357 6.94661741 -0.2115200 -0.2115200 0.2675500 0.2231900 0.3099000 0.3036700 -0.0151450 -0.2127600 -0.2212900 0.1540200 0.1540200 0.1687000 0.2942700 0.2647200 0.2681800 -0.2717200 0.0480250 -0.2112700 0.2581400 -0.0799640 -0.1772300 -0.1923300 0.2966500 0.0352890 0.0021269 -0.2115200 -0.2115200 0.2476700 -0.2146200 -0.5502200 -0.0284460 -0.0514060 -0.0442340 -0.2132600 -0.2127600 -0.2147400 -0.8030700 0.0241740 -0.7927400 0.2942700 -0.2194400 -0.2138700 0.0622700 0.2647200 0.2681800 0.2567300 0.2547000 -0.2174600 -0.0129430 0.0480250 0.0555630 -0.2112700 -0.2122600 -0.0799640 -0.0799640 -0.1772300 -0.1923300 -0.4525100 -0.5508200 -0.1805900 0.0352890 -0.9110500 -0.214 -0.214 0.000 0.000 0.195 0.195 -0.229 0.000 0.000 0.000 0.000 0.047 0.258 0.000 0.000 -0.192 -0.192 0.056 0.268 0.297 0.297 -0.453 -0.117 -0.225 -0.002 0.304 0.304 0.000 0.000 0.000 0.000 -0.218 -0.218 0.236 0.031 0.117 0.117 0.294 0.294 0.000 0.000 -0.214 -0.214 0.000 0.000 0.195 0.195 -0.229 0.000 0.000 0.000 0.000 0.047 0.258 0.000 0.000 -0.192 -0.192 0.056 0.268 0.297 0.297 -0.453 -0.117 -0.225 -0.002 0.304 0.304 0.000 0.000 0.000 0.000 -0.218 -0.218 0.236 0.031 0.117 0.117 0.294 0.294 0.000 0.000 10.499057 12.246861 10.296183 11.150443 11.384296 9.666562 7.970171 6.873554 10.234301 11.038264 10.521650 10.028130 12.487243 12.293997 10.191729 9.177887 NA 10.827951 6.763271 10.695113 11.444681 11.306628 11.223928 10.703921 8.833982 10.987228 9.907501 11.091952 14.683666 11.650022 8.468888 11.006935 2.928692 13.799522 11.627515 2.021800 3.109260 10.237944 NA 10.126403 11.254525 10.191729 11.475075 8.119837 10.376054 10.571108 11.333553 13.117119 7.629134 NA 11.066540 13.822502 11.433228 9.630531 9.977454 10.827548 9.815001 10.97490955 12.24686114 11.34006472 11.92907062 2.48124727 2.34372049 10.79782605 9.35495964 9.70655300 11.15044315 9.93693675 4.15108759 7.16646239 8.45016457 8.68536238 7.61799412 12.41452428 8.24218280 7.03303199 5.63651442 8.83558559 10.74461187 10.23430072 8.97890633 10.42641373 11.47584659 10.60488713 9.16900925 9.09326675 13.86940008 9.08519943 7.96431892 10.52165030 11.35579826 -0.97823603 11.34934017 11.88327906 10.15366134 8.48532860 3.77669358 10.63559379 10.20171349 10.47661772 7.91358837 14.40513741 7.49347922 12.92465051 10.23612353 8.64018998 NA 7.78345534 9.04139523 6.76327080 2.48124727 9.75571798 9.40118267 6.19172845 11.18922253 5.30720627 8.56869871 11.19423187 10.12558395 7.76999714 11.05180588 2.48124727 NA NA 9.21409711 11.30662846 8.83398175 -0.97823603 6.09861957 5.28859112 9.42694589 8.47095287 8.66566066 11.41035987 NA 13.17670158 0.02176397 10.36499006 2.02179950 11.09195214 10.03861259 8.93917632 10.32729619 11.65002206 NA 13.72376055 9.28037038 11.22086318 8.63098311 10.30257518 6.52959922 1.34374891 13.65814577 9.98975112 11.68269162 12.04365188 9.91889349 10.23003869 10.15366134 10.56725157 10.64202416 11.65002206 -0.97823603 8.17408928 4.80316503 NA NA 9.35831098 10.51415827 11.16007619 11.80683584 10.79700309 2.19172056 10.44859324 11.47507500 8.11983651 8.81133808 11.98470038 10.94958235 9.94141256 4.87978417 11.45147263 11.54414068 9.88289122 10.35328116 7.14592603 8.91813664 0.60672648 12.31038210 10.15815472 13.05900812 10.41089787 13.11711897 10.47404559 10.43648960 13.03294426 10.44785418 10.32330059 7.74631814 8.76327147 8.54732528 10.32786607 NA 11.16805480 9.22147668 10.20915639 1.02183503 NA 9.14204220 7.56041997 3.82915950 11.62728390 8.95115151 9.93917647 0.02176397 9.48328374 8.84835284 9.97745424 0.02176397 7.22147692 7.96431892 11.84994087 10.25362557 5.57639213 9.70567627 10.47095297 TCGA-IB-7647 41 1 666 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r1 14 white not hispanic or latino 195.45.0 1 1 5 6 3 3 4 3 2 3 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 2 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.149979e-06 8.322498e-07 10.62640555 0.64910956 2.52358705 NA 8.47355396 13.27977196 5.01835821 3.64912106 5.80563039 7.49042813 10.86789067 3.31208426 11.38044467 12.47190158 11.61478966 9.43376047 9.13629573 9.05922358 11.93577965 4.49042893 11.83493025 3.06415856 12.06961225 9.20051343 10.52308232 7.26137943 4.72237312 9.96766837 0.38603836 10.29238054 1.97103766 9.69852046 5.27361659 9.63211914 9.46717512 8.16876186 -1.93566895 8.07957812 7.00960695 4.64912681 10.41427361 15.10778856 8.03282983 6.99490099 9.75459777 10.82529878 11.37093686 15.37623951 9.17985710 -0.93594494 5.44786678 8.84162378 13.70197666 8.20754638 10.45621219 2.81905501 11.13461954 1.23407207 8.53482189 8.91043707 9.28090900 NA 2.64913256 8.33689792 4.31209152 8.70621488 4.10855791 10.93008968 2.58772502 9.77797919 9.01106928 9.67841281 10.26842855 8.97630406 11.32772576 3.15163155 12.30495446 9.28514603 7.12755797 12.05984195 9.83317441 2.58772502 8.32865249 11.14464760 10.35129826 2.06415856 -0.93594494 9.56649763 9.86990702 9.26689919 8.43920257 10.52870883 6.77152248 14.91266382 11.36936991 9.33445856 10.22529506 12.51826959 10.58797005 8.18050694 4.88434394 5.04144451 10.73676966 10.60888611 9.33274597 0.06419306 9.86182466 12.03444880 11.08637663 10.81596242 11.85989840 11.38072750 7.35187564 8.62735951 5.87151841 9.08305882 12.78499521 10.08027498 -1.93566895 3.49042893 7.11944541 12.25035477 11.59408168 13.63306928 8.55801846 5.95290662 9.54898601 7.34681155 7.68804464 9.71205319 9.98041581 11.60101740 8.09345031 9.87634044 10.20850275 8.47779105 3.58772502 12.37477591 4.88434394 -0.35089044 10.89981881 12.48970687 0.38603836 9.78654376 5.50984150 10.19441190 6.27361659 9.30137318 9.81109721 12.05816291 9.14697743 10.38890621 0.38603836 7.90651364 9.54545799 8.18050694 10.36308487 NA 10.84490792 11.16153691 10.88792838 5.47355315 8.40512572 6.67149295 -0.01271300 -0.01271300 -0.01271300 0.02904400 0.14295000 0.14295000 0.00000000 -0.15031000 0.00833510 -0.19112000 -0.19112000 0.36104000 -0.16914000 0.03679400 0.03679400 0.03679400 -0.03544800 -0.04698900 -0.04698900 -0.16536000 0.03990200 0.03990200 -0.00954260 -0.00885260 -0.01755900 -0.01466300 -0.01271300 0.02904400 -0.19149000 0.00000000 0.00000000 0.00000000 -0.01890200 -0.10762000 -0.15031000 -0.19237000 0.00833510 -0.19112000 -0.16914000 0.01377200 0.01084200 0.01084200 0.21978000 0.03679400 0.03679400 0.03679400 0.03679400 0.06557900 -0.11926000 -0.04024700 0.00083195 -0.04698900 -0.04698900 -0.08094000 -0.17319000 0.03990200 0.03990200 -0.08691600 -0.02099200 -0.02099200 -0.00885260 -0.00885260 0.000 0.000 0.220 0.044 0.000 0.000 0.000 -0.119 0.000 0.000 0.000 0.000 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 -0.049 0.143 0.000 0.000 0.000 0.000 -0.150 -0.150 0.000 0.000 -0.191 0.170 -0.169 0.000 0.000 0.000 0.000 0.000 0.220 0.044 0.000 0.000 0.000 -0.119 0.000 0.000 0.000 0.000 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 -0.049 0.143 0.000 0.000 0.000 0.000 -0.150 -0.150 0.000 0.000 -0.191 0.170 -0.169 0.000 0.000 0.000 9.9856322 11.3767625 10.1703989 10.9370304 9.6631461 9.6373369 9.3197818 7.4326697 9.5704707 10.1099228 10.3685144 10.3353343 13.0230330 12.2879386 9.9225327 8.3180108 4.5877250 10.8567501 7.8602030 10.4559437 10.9169930 11.8463423 10.5781374 10.0216280 8.2062701 10.9915707 10.0328300 10.8638110 13.1312193 10.4056819 8.6397025 9.0234406 3.8715184 12.0598419 12.3980173 3.9710561 5.0528462 10.4756742 NA 10.1966629 11.1290743 9.6784128 10.6055017 7.9298963 10.1976265 11.8500242 11.0581629 12.9325516 4.3679441 -0.3508904 11.8656694 13.6408836 11.7302096 11.0345620 10.3227291 10.0357067 9.7318734 10.7228209 11.3767625 11.3472515 12.7174001 3.3495634 4.0865290 11.3804447 9.5911513 9.1416466 10.9370304 10.0993059 6.7116215 8.2164481 9.3350424 9.1667950 7.4735540 12.5546380 8.6983300 7.3725021 8.8098376 8.7903814 11.3033126 9.5704707 8.9770523 10.1621952 10.9652186 10.2347141 8.1661390 9.0767875 14.0994777 9.3730709 8.1409785 10.3685144 11.5597684 1.2340721 8.9644035 11.6188719 10.2579965 9.0732919 1.6491096 12.0050273 9.9949004 10.7421029 8.1516260 13.5548573 7.9049410 13.2519791 10.2766595 8.6631461 4.5877250 6.9520539 9.5974928 7.8602030 4.2139071 9.3633654 10.4690386 7.7646029 10.5409093 7.0270589 9.9923113 10.3801618 9.8805709 8.4136546 5.8123570 4.9468057 6.3402881 NA 9.3233178 11.8463423 8.2062701 0.8715283 5.8779454 7.6528779 10.0428736 7.7732467 9.5322780 9.7187991 -1.9356690 12.3658022 4.1934485 10.1641683 1.7646009 10.8638110 10.4424580 9.3256704 10.1762768 10.4056819 2.1516316 12.2181109 9.9356834 11.3635143 9.2851460 10.0799266 7.3120906 5.7436442 13.6127743 10.7460604 11.0147190 11.6685623 10.7751847 10.2518245 7.7628677 11.1743201 10.3411599 11.8962620 -0.9359449 8.6216270 4.8455252 NA -0.9359449 8.5887049 10.2252951 11.0657473 11.3059988 11.0398320 2.3860936 11.0008011 10.6055017 7.9298963 8.6677896 12.2851460 10.1386391 8.9807891 8.3037616 11.7563427 12.0540011 10.3194869 11.3515869 7.2881647 9.0830588 1.0641931 12.7849952 10.4875417 12.7483090 10.7637356 12.9325516 10.8717193 10.4899035 8.7749695 9.7120532 11.0046602 8.4586260 9.3593580 9.4967050 10.5813404 -1.9356690 10.7719536 9.9037606 10.1051377 9.1071904 4.1726875 9.3843996 7.3750481 4.1934485 10.4397456 9.4562766 9.8618247 2.4564908 9.9399125 8.9921484 10.3227291 4.9345259 7.0669782 7.0066773 12.1208855 11.1109461 5.8843415 8.8165437 9.9209777 TCGA-IB-7649 73 1 467 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2007 yes pancreas-adenocarcinoma ductal type yes 57 1951 r1 5 NA NA 195.45.0 1 2 2 2 2 1 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 6 0 0 4 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 2 2 0 0 0 0 4 0 0 2 0 6 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 6 0 0 0 6 0 0 0 0 0 0 2 0 4 0 0 6 0 0 0 2 2 0 0 0 0 0 0 0 5 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 5 0 0 0 2 0 0 0 0 2 0 0 6 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 6 6 0 0 6 0 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 4 0 2 0 0 2 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 1.001644e-06 1.94764e-07 10.1542494 1.0301242 4.4895622 NA 8.1316661 13.5357743 3.9687267 6.1033780 5.1456041 7.8714303 10.6113287 4.9997565 11.1824130 11.6669309 11.6337545 9.2922229 8.5615094 8.9470027 12.8093003 2.7671039 11.3365696 0.4451970 11.5279800 9.0799767 10.5112548 7.5847168 4.0301242 14.6031835 NA 9.4703052 5.7119519 9.3170709 5.0598744 9.7154610 8.9309948 8.2166552 NA 7.8027173 1.0301242 6.1175912 10.4751430 15.3788563 7.2717142 5.0890235 10.2183048 10.6411529 9.6763868 14.9910049 8.8267086 NA 5.9045973 7.1214050 14.0493134 8.2780554 10.2379559 0.4451970 10.1272823 1.4451440 8.2653445 9.2637478 9.3993619 NA 3.7670933 8.0890219 4.2525216 8.7961048 5.3759013 10.3085776 2.7671039 7.3699785 9.1456054 9.6930931 9.6213387 8.4051674 10.9335079 4.8714297 12.3285726 8.4281591 4.2525216 13.5067899 10.1412638 5.5744497 7.0112955 10.5206447 9.5339538 1.7671039 0.4451970 9.3625376 9.4799645 9.2476819 8.3610450 10.0140718 7.8417706 14.6875582 11.1460388 9.0926240 10.3847448 11.8930237 10.6380748 7.8630179 4.6546188 3.6150867 10.7444767 10.2605489 9.3490474 NA 12.2220098 11.8425729 11.0551292 10.6132673 11.6715778 11.4051675 7.9843245 8.6050368 4.8374841 9.1403940 12.8891451 9.8829177 NA 3.6150867 6.3876796 12.9747182 11.1408289 13.3220662 8.4195802 7.2265249 10.0422870 6.2408810 7.9648018 10.7252925 11.3350498 11.9529603 6.7850156 9.7682204 9.7614472 3.3520523 3.9687267 11.8611714 2.9045997 2.0301242 11.2178925 13.2267302 -0.5549090 9.5193070 6.4109499 9.7131227 7.2589466 8.5666991 9.0799767 11.5647552 9.1033770 10.3558083 NA 6.6050365 9.8093003 8.3490476 10.2322519 0.8013242 11.2729052 10.4668397 10.5418808 5.7119519 8.5431977 8.3847449 -0.06328900 -0.06328900 -0.06328900 -0.09946000 0.01462200 0.01462200 0.01238900 0.00793010 0.01425400 0.07761300 0.13378000 0.13378000 -0.10249000 0.01615800 0.01615800 1.28710000 -0.09787900 0.01141300 0.01141300 0.32722000 0.02849400 0.02849400 -0.06891900 -0.02204600 -0.02204600 -0.06328900 -0.06328900 -0.09946000 0.01462200 0.01238900 -0.00363350 -0.00363350 0.01211000 0.00793010 0.00793010 -0.00034985 0.01425400 0.02160500 -0.10249000 -0.10249000 -0.06468900 -0.06422800 0.09930100 0.01615800 0.01615800 0.01532000 0.01573900 0.00709520 0.05720900 -0.09233300 -0.05575600 -0.34606000 0.01141300 -0.29897000 -0.30744000 0.02849400 0.02849400 -0.10577000 -0.09642800 -0.10551000 -0.02204600 -0.02204600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.298 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 -0.102 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.298 0.000 0.000 0.000 0.000 0.000 0.000 -0.106 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.102 -0.102 0.000 0.000 10.122885 10.746662 10.476522 10.535940 10.646064 9.438104 7.579592 5.854557 9.178181 10.041355 10.386213 10.604406 13.201032 12.147122 9.504510 8.500448 4.837484 10.991095 10.032005 9.765966 10.955648 11.248893 10.813126 11.011220 8.673984 10.658270 9.412392 10.589282 13.180087 10.440933 8.461974 8.081790 4.532629 13.506790 12.453244 5.200053 2.767104 10.097114 NA 11.790016 11.224885 9.439519 10.801618 7.558907 10.056190 11.141264 10.937019 12.425484 5.968727 2.615087 10.848178 13.051455 11.448849 10.675901 9.798312 10.454294 10.099784 10.727675 10.746662 11.534285 12.948867 2.252506 5.984325 11.182413 9.900493 9.203389 10.535940 10.286730 6.888109 7.972643 8.666753 9.350553 7.321683 12.901648 6.124787 7.649737 8.782788 8.582157 9.984295 9.178181 9.315530 10.431008 10.727096 10.106944 8.489560 8.135163 13.436776 9.174786 8.352056 10.386213 11.358429 3.352052 8.048124 11.322066 10.879794 8.513944 2.904600 11.337329 9.501803 10.562159 6.937018 13.895990 8.173086 12.856809 10.424591 8.551074 4.837484 7.517539 10.528645 10.032005 6.553691 9.076488 10.501126 7.610073 10.673984 6.879794 9.205054 10.371462 9.923935 8.820205 6.466201 4.200057 NA NA 8.644838 11.248893 8.673984 NA 7.707260 7.074523 10.303147 8.367007 11.120241 9.155972 NA 12.394080 3.252522 10.433140 3.837479 10.589282 10.246066 9.418145 10.575736 10.440933 NA 11.563458 10.017866 11.647596 8.428159 9.882918 7.697831 4.303145 13.794378 10.938020 11.075433 11.561120 9.976547 9.828870 6.574448 10.960865 10.383275 11.342255 -0.554909 7.928981 5.984325 NA NA 3.445170 10.384745 11.592689 11.755472 11.274095 1.030124 11.083149 10.801618 7.558907 8.896377 12.459535 9.907668 9.399362 8.375903 12.042985 11.383275 9.806013 10.688935 6.904597 9.140394 4.352059 12.889145 10.084506 12.372573 11.039957 12.425484 10.176485 10.407339 10.571225 10.725293 10.890180 9.223243 9.390609 9.387680 10.839628 -0.554909 10.728833 9.853495 10.042287 4.445164 5.059874 9.380331 7.798136 2.030124 10.050645 9.523276 10.477900 1.030124 9.252520 8.443897 9.798312 1.445144 8.078161 7.649737 11.281216 11.196291 6.693092 8.556301 9.724776 TCGA-IB-7651 64 1 603 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2009 yes pancreas-adenocarcinoma ductal type yes 20 1989 r0 3 white not hispanic or latino 195.45.0 1 1 3 7 2 1 2 1 1 2 0 1 4 7 4 7 4 0 4 0 4 5 4 2 2 0 1 5 5 0 0 4 1 4 4 0 0 4 4 6 4 0 0 0 0 0 4 1 7 7 4 4 4 4 0 4 0 4 0 0 0 5 0 4 0 5 4 4 4 4 0 4 6 0 4 0 0 0 0 4 0 4 4 4 4 0 0 0 4 0 1 4 0 4 4 0 6 4 4 4 4 0 0 0 4 0 0 4 1 7 5 2 0 1 0 0 4 4 4 0 4 7 7 4 0 4 5 0 4 0 4 4 4 0 4 4 4 4 4 0 0 0 4 4 1 0 4 1 7 0 4 5 4 7 5 4 2 0 7 2 0 1 0 5 5 0 0 4 4 1 4 4 5 4 0 4 4 4 0 4 4 4 7 0 0 4 4 4 0 4 4 4 0 4 0 4 0 4 1 5 7 4 7 4 4 4 4 4 0 6 0 2 4 4 0 4 4 0 5 0 0 0 0 5 4 0 4 4 0 4 4 0 4 4 0 4 0 6 7 4 4 4 4 6 4 0 0 0 4 0 4 0 4 4 4 4 7 4 5 0 0 4 4 0 1 4 0 4 4 4 4 0 6 4 4 4 4 4 4 4 1 4 4 0 4 0 0 4 4 7 0 0 1 0 4 4 4 4 1 1 0.0005285827 0.0001827482 10.15288576 5.42289902 2.97709671 NA 9.49741337 14.07213279 5.43200063 4.90048043 7.02600879 8.07331469 10.73382841 3.40452169 10.60771193 11.36181189 11.34327106 9.71297659 9.27520172 9.37000905 13.71696748 3.28903767 11.34130971 1.44105847 11.61684571 9.80167441 10.91698271 7.11064095 4.44104519 11.38370780 2.76296531 10.10318091 3.90048043 8.86982546 3.84703479 9.75029564 8.73198727 7.98175620 NA 8.34553077 1.11909052 4.84703980 10.18756104 15.53803357 8.44667144 7.52638656 10.54092048 10.14771538 9.83379347 14.07918843 9.44610980 NA 6.06748599 7.88246392 13.23424356 8.56206227 10.03125940 3.95200734 11.06985493 NA 6.89719564 9.68279150 9.54275989 0.92645493 4.80561749 8.37886185 1.57855233 9.05575666 5.90047801 10.34492856 NA 5.59485306 9.47116205 9.75438331 9.31202775 8.24840153 11.48516757 8.67274779 12.30151294 8.95753479 6.03798176 13.52435981 9.77061880 6.61896393 7.96291393 11.02638484 6.81955834 4.28904504 -1.88097590 9.61697038 10.03649070 8.04541457 8.35632871 9.71157561 7.56206227 13.99537173 10.26409537 10.06930999 10.01545101 12.13888306 10.50874991 8.34191372 4.04985726 5.40452169 11.02729915 10.23448743 9.77420212 NA 10.85319312 12.02506964 10.82197523 10.75693212 10.77889158 10.78578642 8.31633539 9.02450558 6.00786152 9.86437282 12.10727070 10.40046908 NA 4.16351483 7.38356088 12.62344105 11.05391523 13.37694838 7.96774156 7.54328475 9.63531110 5.86778035 7.84703918 10.68528686 9.45506722 11.97408435 7.51358154 8.97398688 9.82302213 3.73383154 1.70407516 12.21978093 6.34793667 1.57855233 11.43029928 13.21678042 0.44105847 9.61397414 6.04298134 9.05354663 7.10780293 7.92163508 9.63087120 11.98581800 9.54852525 10.34070568 0.11915694 7.11347235 9.92123101 8.52744846 10.55348617 -0.06537028 11.31464459 10.68541057 10.52266332 6.05575747 7.86226974 7.44554794 -0.17056000 -0.17056000 0.18783000 0.14786000 0.00353230 0.00353230 -0.00304750 -0.01656700 -0.03771000 -0.02425100 -0.02425100 -0.02425100 -0.06007600 0.00917050 0.00917050 0.00917050 -0.00761010 0.00861350 0.00861350 -0.01986300 0.01433000 0.01433000 0.00610900 0.00069327 0.00069327 -0.17056000 -0.17056000 0.14786000 0.00986690 -0.00304750 -0.00304750 -0.00304750 0.00346870 -0.01656700 -0.01656700 -0.02438200 -0.03771000 -0.02671400 -0.06007600 -0.06007600 0.00000000 0.00000000 -0.00415460 0.00917050 0.00917050 0.00917050 0.00917050 -0.09075800 -0.00498440 -0.00761010 0.07254000 0.00861350 0.00861350 -0.01986300 -0.01986300 0.01433000 0.01433000 -0.13160000 0.00180300 0.00180300 0.00069327 0.00069327 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.188 0.000 0.000 -0.132 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.017 0.188 0.000 0.000 -0.132 0.000 0.148 0.148 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.137667 10.959110 10.824967 9.904162 9.693712 9.556350 6.770170 6.206581 9.508750 10.264732 10.090662 10.492256 12.342668 11.449895 10.075858 9.212536 2.819566 11.006910 8.471162 9.912315 11.308151 11.293108 10.563357 9.932499 7.673708 10.754383 9.513581 10.763324 13.808216 11.283711 9.102112 7.877342 4.141490 13.524360 12.148578 3.847035 3.328578 10.192591 1.289067 9.755743 11.546955 9.511973 11.095504 8.077671 10.422043 11.156666 11.286694 12.732851 3.328578 -1.880976 11.590032 13.066710 11.641956 10.958155 10.210554 10.194263 10.487513 11.1157687 10.9591097 11.7206573 12.3337413 2.8740100 2.8195660 10.6077119 9.8195583 8.9917934 9.9041624 10.8355094 3.6737034 7.4832531 8.4045208 9.2707695 7.1932602 11.8138030 7.9182544 7.8823312 7.7968385 8.4320015 10.4050958 9.5087499 9.1559791 10.6049479 10.6875498 9.9975528 8.4623043 7.5199979 13.5512690 9.6650484 8.1865530 10.0906621 11.6985524 1.4410585 9.5073080 11.1198229 10.7509777 8.6534216 2.0260210 10.9749604 10.0509642 10.1905809 7.9535894 14.7725095 7.7153086 13.6875498 10.6417001 8.7764370 2.8195660 7.8403543 9.5805981 8.4711618 4.9894842 9.4961935 9.9755441 7.3788619 11.5817487 5.7915432 9.3008920 10.7482475 10.0671208 8.5393946 7.5474791 NA 2.5114427 NA 8.5630982 11.2931080 7.6737076 NA 6.4941580 7.0379818 9.1614620 7.6756247 9.3297898 10.2442091 -0.8809759 12.6355573 2.5785523 9.8099896 1.8195456 10.7633242 10.3990193 9.6451286 10.3932055 11.2837113 NA 12.0785772 10.3331341 10.8785907 8.9575348 9.4125902 4.2688685 4.0260121 13.5070686 10.5831538 11.0546520 11.9191762 11.2202736 10.2263357 6.8639521 11.4567405 10.2921710 11.3117197 0.1191569 6.4984966 4.8195558 1.2890672 NA 6.0849019 10.0154510 11.3682320 12.2847519 10.9900612 -1.8809759 11.7354377 11.0955037 8.0776713 9.3599099 12.1792234 10.1699876 9.7097056 7.0349981 11.6199605 11.9112988 9.8710810 10.0780338 7.3905817 9.8643728 1.7040752 12.1072707 10.2977834 12.3264380 10.6184663 12.7328505 10.7393385 10.6948942 9.2419467 10.6852869 10.4936147 9.0275113 9.6029343 9.1703274 10.4887159 -1.8809759 11.4405310 10.4452671 9.6818380 1.2890672 0.4410585 9.1710074 7.9716171 2.2890377 10.3853195 10.3434881 10.2480796 4.4228990 10.2357875 8.9736598 10.2105540 1.2890672 7.6308714 7.9910240 11.7130932 10.6970194 5.6269122 8.9504258 9.9531945 TCGA-IB-7652 49 0 NA 724 pancreas stage iib t3 n1 m0 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r1 1 asian not hispanic or latino 195.45.0 2 2 1 1 2 1 2 2 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 2 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 2 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 0 0 2 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.670135e-06 8.322498e-07 9.43024742 0.40621011 4.72814365 0.08433645 7.88356950 13.73031213 5.32269252 4.57614116 5.89164277 7.42636289 10.81920921 4.17175126 11.17638430 11.54660483 11.97455218 10.44156502 10.07261753 9.65840841 12.94547176 4.17175126 11.51865552 2.17175126 11.40113509 9.09621388 9.82617617 6.54372013 5.13957182 13.45722095 NA 10.45660884 2.83917355 9.38521229 5.87870327 9.60588838 9.76508698 8.12320680 NA 8.17042435 0.89165249 6.66925075 10.41519078 15.40051639 7.28641175 3.96692875 9.89726735 9.87870373 10.30979658 14.56736363 9.33577041 0.08433645 5.49367935 7.82661395 14.99729415 8.52244540 10.04537580 3.29373832 10.24321315 2.08430243 7.63503461 9.12936494 9.09551518 1.66925359 4.27411254 8.69346675 2.17175126 8.80024989 3.12868933 10.81369623 -0.91566355 6.97910618 9.32269275 9.35808346 9.91242443 8.75228630 12.87763719 2.94227052 12.28350012 8.57313212 5.74249942 13.03438810 9.70771217 4.71364633 7.05893228 10.68466544 5.22383954 -0.33079177 -1.91593574 9.46095589 9.72362852 8.64748433 8.78715327 10.83771363 6.81899751 14.30196167 10.66407523 10.32000295 10.62441596 11.96740846 10.83436676 8.35808368 4.12868108 4.35107704 11.12405861 9.80282070 9.41632443 -1.91593574 13.53569222 11.22495793 11.21156164 10.64724578 11.42969316 11.27950629 9.04935060 8.61859070 6.65793577 9.46907175 12.62187033 10.44842257 NA 1.89165249 7.20322857 12.58469411 10.94944119 13.45552003 8.52515706 2.60783924 10.00575702 5.27707348 7.49367855 10.31465065 10.94828057 12.03110281 6.20840996 9.66642996 9.21485845 3.75671376 3.03848886 12.48823195 3.25421609 0.89165249 10.97758940 13.54535162 0.08433645 9.96387116 6.09013783 10.35312223 6.46366659 8.80110723 9.54012881 12.25209803 9.45006351 10.25983740 1.25423121 7.10387841 9.21550169 8.67674483 10.68860945 NA 11.20711587 11.34843726 10.78342653 5.86564668 7.90127179 6.70267278 -0.00857660 0.00677500 0.00677500 0.31530000 -0.00013862 0.02679500 -0.00456950 0.00444110 0.21945000 0.00000000 0.00000000 0.30767000 -0.33479000 0.01157700 0.01157700 -0.32126000 0.34031000 -0.31412000 -0.31412000 0.00291330 0.03453600 0.03453600 0.00221930 -0.09881400 0.19360000 0.33480000 -0.31319000 -0.00166290 -0.00013862 -0.00456950 -0.00456950 -0.35133000 -0.34144000 0.00444110 0.00444110 -0.01381500 0.42318000 -0.34412000 -0.33479000 0.00208050 -0.02260600 -0.31120000 -0.13329000 0.01157700 0.01558700 -0.32957000 -0.32957000 0.09768800 -0.00526100 0.01684500 0.01251600 -0.31412000 -0.31412000 -0.01037000 -0.35190000 0.03453600 -0.29189000 0.00833510 0.03778200 0.03778200 -0.09881400 -0.09881400 0.000 0.000 -0.133 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 0.000 -0.314 -0.314 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.333 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 -0.335 0.000 -0.107 -0.107 0.000 0.000 -0.133 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 0.000 -0.314 -0.314 0.000 -0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.333 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.219 0.219 0.000 0.000 -0.335 0.000 -0.107 -0.107 9.5241187 11.4314940 10.4000035 11.2534300 10.3463828 9.5910913 7.1177106 6.3557510 9.2931318 10.2279900 10.5582473 10.6292523 13.1243635 11.7547229 9.7655263 8.2441593 4.4936794 10.9779686 9.9715085 9.9163868 10.9769597 12.3931246 10.7312965 10.3906345 8.8827598 10.9315410 9.2635751 10.5539781 13.3213858 9.8032488 8.5660872 8.3226925 4.2542161 13.0343881 11.9466347 3.9422705 3.0842854 10.2375232 -0.9156636 11.3493168 10.9368174 9.5493440 11.4407399 8.0311939 10.1111571 10.8385491 10.8441761 12.7061681 2.9422705 NA 11.4669119 12.4495168 11.7992127 11.1141117 9.9060619 10.4792865 9.5888190 11.3087419 11.4314940 12.1289381 12.4898948 2.1717513 5.2135728 11.1763843 9.8940561 8.4118406 11.2534300 10.3903496 6.4017004 7.9500210 8.5999876 8.9313453 7.8002496 12.1143515 6.9696490 6.6730023 8.9654019 9.2747299 9.4118406 9.2931318 9.0105838 9.4538852 10.1730762 10.3025485 8.1993318 7.2815045 13.0587921 9.2103470 8.6117648 10.5582473 11.0781108 2.0843024 7.7406416 11.2917599 10.8289115 8.7716634 2.0843024 11.1327747 9.7838603 10.4782146 7.3131061 14.3764477 7.6427088 12.7359563 10.0647845 8.5960406 4.4936794 7.5912299 9.7513994 9.9715085 5.2238395 9.5630878 10.1392313 5.3971698 10.9838336 8.1121940 9.5467901 11.0674596 10.1456186 7.9092469 3.8916428 -0.9156636 NA NA 7.8623652 12.3931246 8.8827598 NA 6.3971715 6.2289456 10.2688533 9.6278031 8.6049064 11.7715542 NA 12.2998967 3.5105569 9.6842007 3.4766020 10.5539781 10.5344682 9.0906140 10.3914887 9.8032488 -1.9159357 11.8520585 10.2961762 11.7443952 8.5731321 9.4963283 7.3789087 3.8916428 12.8454235 10.4418399 11.3487305 11.8531442 9.6541435 10.2710212 8.6292524 10.7310716 11.0319248 10.7853778 NA 8.6522441 6.1341367 -0.9156636 0.6692082 5.4418387 10.6244160 11.2003069 11.2403615 11.4650195 1.0842684 10.7125056 11.4407399 8.0311939 9.2058213 11.8508168 10.3745948 9.1664370 9.1320935 11.3583748 10.9334975 9.8512309 10.8574271 6.9699839 9.4690717 1.5437433 12.6218703 10.2419506 12.6352150 11.1262892 12.7061681 10.2257564 10.6652530 10.9486675 10.3146506 11.3692565 8.9132176 9.8223801 9.1449837 11.2362558 -1.9159357 10.9155951 10.5393582 10.9791057 1.4062101 3.8324850 9.8244902 7.7921994 1.9911726 10.8664671 10.4783700 10.9705560 0.8916525 9.3897797 8.9396004 9.9060619 2.6078392 7.5960406 7.6098089 11.6453371 11.1177109 5.4679935 9.7026735 10.0363011 TCGA-IB-7654 80 1 476 NA pancreas stage iib t2 n1 m0 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 195.45.0 3 3 1 6 2 1 2 2 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1535532 3.4815185 8.0962307 NA 8.0764672 14.8572391 5.1189494 1.8965431 5.8507544 7.7954118 10.7753756 5.0530635 11.0441873 11.6174809 12.0597887 9.5571485 9.2154777 9.8356478 11.3887453 3.7710298 11.4830854 7.3722913 11.6196504 7.5014200 10.4638806 7.6735395 3.6691515 12.9803146 -1.6882644 10.6408316 2.3115903 9.4651478 4.7873280 9.9980963 8.7638371 10.6751831 -1.6882644 8.7049864 0.3116194 4.3559888 9.2356660 16.0014573 8.2802627 7.4175040 9.9152221 10.5995967 12.3423491 14.4075903 9.1563016 -0.1034569 6.0120345 8.1416990 15.2751128 7.3673938 10.2014800 3.5210507 10.3983955 NA 11.0307707 8.6768245 8.5993081 -1.6882644 1.7710404 8.0241229 3.1189577 8.9031181 4.4201185 11.1181454 -0.1034569 6.8272957 8.8623426 8.2831393 9.6210722 8.1429030 11.7685918 6.4043531 12.9521797 8.5075830 4.8661860 12.8825188 9.8004402 2.4815314 6.9337579 10.5877202 3.3990617 3.3115903 2.0120323 9.1197556 9.6380253 9.6295736 7.9626473 10.1858087 6.8193910 14.4288939 10.0211105 9.7483074 10.5766247 12.6603931 10.3460509 8.4148835 8.3518853 2.7039202 10.9765919 10.2770194 9.3059493 -0.1034569 15.2506240 11.0919305 10.9652672 10.8078854 11.8595748 11.1025551 8.7178008 8.0564296 4.3559888 9.6663962 12.6182984 10.0297005 -1.6882644 5.0120367 6.5736911 12.4126687 11.9901960 13.3675137 8.3559901 4.8351560 10.1543390 5.3843434 7.4460221 10.5590071 11.0277722 10.9124379 6.3776843 10.0245527 9.5155556 6.8154217 4.0929516 11.7348430 7.7146075 2.7710193 12.1344653 11.7391705 0.3116194 10.1293790 5.6541147 10.5562570 5.9626485 9.1641253 9.1213639 11.6683229 9.4109435 9.8366272 NA 6.6822825 9.5695729 8.8253233 10.8463850 NA 11.0441873 11.0623028 10.6790105 5.7954111 8.4096277 8.6779180 1.38650000 -0.00221680 -0.00221680 -0.00871460 0.02258500 0.00458000 0.00208050 -0.02493500 0.00908150 -0.00027724 -0.00027724 0.39015000 -0.00498440 3.65690000 0.00680440 0.00221930 0.56774000 0.30362000 -0.01147300 0.34323000 -0.00774820 -0.02944800 0.00388540 0.04840400 0.05394800 -0.02096100 -0.37887000 0.00624810 -0.35396000 0.00208050 -0.01078400 -0.01381500 0.01391100 -0.37504000 0.00305220 0.00569190 0.00374650 0.01447000 -0.36125000 -0.00498440 -0.01422800 -0.36045000 -0.01298900 0.35332000 -0.35681000 0.00221930 0.00694350 0.00238270 -0.01050800 -0.36590000 -0.00290910 -0.37166000 -0.01147300 -0.01106000 -0.37358000 -0.00774820 -0.02944800 -0.00705760 -0.39118000 -0.39118000 0.04840400 0.04840400 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.321 0.321 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.321 0.321 -0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.943228 11.276298 10.501729 10.627311 9.807451 10.030557 7.422732 6.703913 9.354623 9.762807 10.162564 10.950710 12.810133 12.752789 9.048843 6.708201 3.521051 11.433939 9.315816 9.985788 11.912893 11.359061 10.909183 10.783017 6.511269 13.428427 9.842490 10.342142 12.733989 10.037388 8.552387 7.489015 4.194237 12.882519 12.116634 3.633524 3.955452 10.028415 -1.688264 10.589464 10.727074 9.346395 12.367980 7.666947 10.403031 9.144486 10.540114 12.648242 3.440872 NA 10.259233 13.193331 11.800401 10.795636 10.036536 10.541015 9.668422 11.3170449 11.2762977 11.7246948 12.6120199 1.1189577 3.6346049 11.0441873 9.3045341 8.5760383 10.6273114 10.7244303 5.1819612 7.6402710 8.5271290 8.9235426 7.6691480 12.3836447 5.6691487 7.5452155 8.7082007 8.3628047 10.1953846 9.3546232 8.9972207 10.6185120 10.4498676 10.4983291 8.2064137 7.8871353 13.5675833 9.8380950 8.2018602 10.1625639 11.4294012 3.1695723 7.8109636 10.7529839 10.9851257 9.1100677 1.3116194 11.1363557 9.6050674 10.5146378 6.6469863 14.5242062 7.8681021 12.8701361 10.4341003 8.4714671 3.5210507 7.0778593 8.7315560 9.3158162 5.2888753 9.6459473 9.3917471 6.0863825 11.5069680 7.1476466 9.6553368 10.6176575 10.1009419 7.9626473 3.6747657 6.1633458 3.6691515 NA 8.5452155 11.3590606 6.5112688 NA 6.5547699 5.1189494 9.8497848 9.5149438 8.2541102 10.9923949 -1.6882644 12.4791708 3.2657969 12.1518820 2.6335242 10.3421422 10.8441953 9.2132170 10.1594362 10.0373881 -1.6882644 12.0158237 10.6340873 12.2859208 8.5075830 9.8109435 4.7545401 5.5595224 13.5628563 10.4733575 9.9436823 11.7198751 9.7049862 9.4466638 5.6603240 10.3063028 10.5491045 11.2915568 -0.6884969 9.3179220 5.7462241 -1.6882644 NA 8.6481023 10.5766247 11.5422167 11.8264159 11.1080411 -0.6884969 10.3583788 12.3679795 7.6669469 8.8488141 12.5666982 9.8618616 8.3242202 7.3559897 10.9117410 11.8072010 9.8502698 10.3950751 6.5830587 9.6663962 1.1189577 12.6182984 10.1927098 12.2364083 10.8781256 12.6482418 9.7457027 10.8757453 7.3395018 10.5590071 11.7460937 8.9804809 9.8044505 9.0962307 10.5334850 -0.6884969 11.1251766 10.5140258 9.9031181 2.3115903 4.7123041 9.3059493 7.7563829 3.2657969 9.9621988 9.8240252 10.6233441 2.2184712 9.1819605 8.0302483 10.0365359 0.6334777 7.4279397 7.4890154 11.6192236 11.1492237 5.8890257 8.3897466 10.6380253 TCGA-IB-7885 78 0 NA 1257 pancreas stage iib t3 n1 m0 26-3-2015 female 2010 yes pancreas-adenocarcinoma ductal type yes 20 1960 r0 3 white not hispanic or latino 195.45.0 1 4 2 2 1 2 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 6 0 0 0 0 2 0 0 2 0 0 0 0 5 0 0 0 0 6 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 0 0 2 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 6 2 6 0 0 0 0 0 5 0 0 0 0 6 5 0 0 0 0 0 0 0 2 0 0 6 0 0 0 4 0 0 6 0 0 0 0 0 0 0 5 0 0 6 0 0 0 0 0 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 5 0 0 0 0 0 0 6 0 0 0 0 0 6 2 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.144344e-06 7.628957e-07 10.08638360 2.42505641 6.94075052 0.01006368 7.51251372 15.36059573 6.39659451 2.74697913 6.75596778 7.79137325 10.48945673 6.05440788 11.16525317 11.70531703 11.10716757 9.63023308 9.98347150 9.76712541 12.17135518 4.86799528 11.61980767 -0.57497045 11.42786582 8.67653329 10.31341355 5.02496233 3.23239982 11.04389510 0.01006368 10.21702758 2.23241517 10.02589297 1.74695764 9.27913997 8.88345739 8.01001332 NA 7.97963955 -1.57475556 4.85131429 9.56332251 15.14215152 8.01376539 8.42927115 9.89214691 9.82859557 11.95374911 14.52162185 9.24762162 NA 4.01000996 8.08884017 15.16801807 7.64143259 9.74246338 4.09747596 10.71449342 NA 6.67297827 8.45984961 8.63937001 -0.57497045 2.59497843 7.85550328 3.33193447 8.85967889 3.51251767 10.55979798 -0.57497045 9.05531796 9.22027868 9.22514187 9.34912108 8.20968584 11.02473127 4.72882934 12.31445970 9.02124068 5.37924666 14.24248421 9.52702653 4.63450615 7.72510582 10.32365221 5.50186584 1.00999205 -1.57475556 9.35208802 9.87626200 8.07250941 8.14956474 9.60620309 5.46944646 14.08535317 10.08460087 10.19983783 9.81468211 11.62656215 10.15552094 7.46671031 9.23321054 5.39083618 10.83107776 9.91188584 9.85498055 NA 9.19406217 12.06653815 10.51841554 10.36105563 11.39101540 11.11089459 8.72768974 8.62717453 5.19323556 9.07160957 12.35661937 9.82058490 NA 3.23239982 6.96808269 12.51780794 10.79954698 13.20210060 8.04710264 7.08682940 9.59622759 5.95908156 7.80442921 10.22257854 11.20825369 11.10475081 6.91289053 9.16314295 9.59372295 3.17994093 0.42502955 11.76851415 3.17994093 0.42502955 11.04091030 12.41533208 1.88448070 10.02263788 7.22985898 10.22595065 4.71045381 9.19901415 9.51185048 11.52324741 9.39443740 10.46841989 -1.57475556 8.01937556 9.48371906 8.13585701 10.55787185 NA 11.03214989 11.33943595 9.92788268 4.57479786 7.27991882 8.32289618 1.2097e-02 1.2097e-02 1.2097e-02 1.0285e-02 -5.3881e-02 -5.3881e-02 2.1183e-02 -1.2619e-05 1.9503e-02 0.0000e+00 0.0000e+00 0.0000e+00 -1.3061e-01 -6.9332e-02 -6.9332e-02 -6.9332e-02 -1.9399e-03 -3.9258e-02 -3.9258e-02 -1.4310e-01 -1.2590e-01 -1.2590e-01 -8.4130e-02 -3.8442e-02 -2.3155e-02 1.2097e-02 1.2097e-02 1.0285e-02 -5.3881e-02 2.1183e-02 2.1183e-02 2.1183e-02 1.1818e-02 1.8030e-03 1.8030e-03 -1.2791e-01 1.9503e-02 0.0000e+00 -1.3061e-01 1.1261e-02 -1.1835e-01 -1.1835e-01 -1.5260e-01 -6.9332e-02 -6.9332e-02 -1.4761e-01 -1.4761e-01 -1.3419e-01 5.6109e-04 -1.9399e-03 7.2217e-03 -3.9258e-02 -3.9258e-02 -1.4310e-01 -1.6001e-01 -1.2590e-01 -1.2590e-01 -1.4926e-01 -1.8490e-02 -1.8490e-02 -3.8442e-02 -3.8442e-02 -0.118 -0.118 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 -0.143 -0.143 -0.126 -0.126 0.000 0.000 0.000 0.000 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 0.000 0.000 0.000 0.000 -0.131 0.000 0.000 0.000 -0.118 -0.118 0.000 0.000 0.000 0.000 -0.134 0.000 0.000 0.000 0.000 0.000 0.000 -0.143 -0.143 -0.126 -0.126 0.000 0.000 0.000 0.000 -0.149 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.128 0.000 0.000 0.000 0.000 -0.131 0.000 0.000 0.000 9.7973718 10.9913428 10.2352207 10.7336742 10.1799383 9.4660255 8.1715651 7.0397602 9.5459367 9.8972339 9.8413206 9.9239000 12.6246465 12.3285561 9.3061647 8.4721746 1.2324152 11.1692540 9.7265470 10.1224528 12.6848551 11.8932930 11.0156379 10.6188841 8.0616752 10.3620567 9.1866021 10.7313148 13.3589719 10.1807730 8.8803779 8.0005899 4.4911412 14.2424842 12.3759712 2.5125050 4.4911412 9.9882471 -0.5749705 10.0305303 10.3356935 9.0553180 11.8168314 7.8492168 10.3000322 10.3206260 10.9666315 12.3682066 3.1799409 NA 11.2777753 13.3646759 11.3777138 10.7561021 10.5814499 10.0109523 9.5326994 11.36297631 10.99134277 12.16841260 11.98610004 2.51250503 2.01002787 11.16525317 8.91990643 8.13413467 10.73367422 10.55433386 5.46944646 7.68714539 8.29541539 8.48304264 7.06890723 11.82939409 8.10042581 7.63450397 7.12201831 8.92788253 9.84184830 9.54593672 8.99395707 10.41692691 10.68597036 10.03376767 8.48439516 8.22271232 13.61761333 9.39155616 8.51251372 9.84132060 11.32119399 2.74697913 7.94258253 11.25576407 10.29232957 9.15721833 1.00999205 10.93927169 9.94370395 10.61857620 7.91289113 14.25035746 7.81951364 13.26440225 10.21784116 8.57225570 1.23241517 7.49407074 8.40376109 9.72654703 5.40232994 9.33876312 10.29348751 6.47489999 12.45494191 6.67771682 8.72196694 10.31607501 9.65968860 8.09216250 4.23240750 5.27054015 NA -1.57475556 9.08326231 11.89329300 8.06167523 1.00999205 7.01750774 7.46396978 9.62103810 9.19571472 8.00813333 9.93630932 0.01006368 12.03295901 -1.57475556 9.67534932 2.01002787 10.73131479 10.73481138 9.07430687 10.30845781 10.18077296 NA 12.20425717 10.29232957 11.06144883 9.02124068 10.19530170 4.80009228 3.74697913 12.95148892 9.96372481 10.77211849 11.26750525 10.41409049 9.92090586 7.42786593 10.28768814 10.57638457 10.61116509 1.00999205 7.34391410 4.94861486 -0.57497045 NA 8.09216250 9.81468211 11.13025117 11.26127875 10.46773616 NA 10.11766635 11.81683143 7.84921680 8.75484709 12.52505604 10.42152429 9.94517839 8.39803050 10.89647197 10.70871801 10.01189057 9.94124323 6.12548993 9.07160957 1.88448070 12.35661937 10.26582868 12.38532431 10.24762162 12.36820662 10.19199376 11.34242291 8.32289618 10.22257854 10.93284544 9.20723010 9.58492211 9.04343638 10.37888352 -1.57475556 10.60930628 10.66166303 9.87935013 5.53357581 2.23241517 9.06076888 8.06297974 -1.57475556 10.48709700 10.81315420 9.81575713 2.42505641 9.41869679 8.26502613 10.58144992 -0.57497045 7.05804586 7.86799404 11.64980620 10.29155705 5.80008969 8.99015276 10.02589297 TCGA-IB-7886 80 1 123 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2010 yes pancreas-adenocarcinoma ductal type yes 35 1975 r1 4 white not hispanic or latino 195.45.0 2 1 1 3 1 1 1 1 1 1 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 6 0 2 0 0 0 4 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 6 0 2 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 1.248375e-06 4.50802e-07 9.9174016 4.1150998 6.2062447 NA 8.6304532 14.4264741 6.1461236 2.2919866 7.7026700 8.6629966 10.7776483 3.7614555 10.9838515 11.1136938 11.7487231 10.3130606 8.7726864 9.8664945 12.8082799 4.5688165 11.6018873 2.1764824 11.8113076 8.8131212 10.2564257 6.4924012 3.6789958 11.9189463 -1.4085121 9.9972074 4.5222692 8.8583205 3.3464180 9.6180575 9.4817982 7.5773760 -1.4085121 8.8215546 NA 5.1613879 9.3996938 15.9450427 7.7985483 6.4117127 9.6816464 10.3510061 12.1709679 14.4175114 9.1022983 -1.4085121 3.8009827 8.3733037 13.2214029 8.3744505 10.1542534 3.1150998 10.7598928 0.5914879 10.0888869 9.0611759 9.2604190 1.7614555 2.0509544 8.5442752 1.9134543 9.0783691 1.9134543 11.0728289 1.3988976 9.8131211 9.0833870 9.2461701 8.4464022 8.8838557 12.0689129 7.7130675 12.3197735 9.4886233 6.9044167 13.6106035 9.8506888 6.6522298 8.2483166 10.9021469 5.7000596 2.1764824 NA 9.5659486 9.9518324 5.8953147 8.2937066 10.8076736 4.9490866 15.7416780 10.1446833 10.2048631 10.3960685 12.1935369 10.7285251 8.0973458 4.3988907 6.3464215 10.9570172 10.1867915 9.6630635 -1.4085121 11.2738703 11.7042993 11.5725786 11.0710566 11.2078531 11.7307656 7.9665735 8.5384404 4.9134639 9.6372936 13.0402956 9.8022053 -1.4085121 4.1461257 8.1895864 12.2079680 11.1116616 13.6255592 7.9380476 4.9490866 9.8263515 6.1020219 7.5044234 9.6376963 9.9562158 11.6240964 6.2919737 10.1727346 9.6616550 5.3597179 2.4984296 12.4640166 -1.4085121 2.4984296 11.4532026 12.7160593 0.1764504 9.6535801 5.9665735 9.0581203 5.5340491 7.8251534 9.0873891 11.9702353 9.4984246 9.7720648 -0.4085121 7.4117127 9.8076735 8.9157145 10.6882492 NA 11.0911308 10.8577350 10.2222562 5.6027627 8.2407904 8.4085178 -0.240390 -0.231530 0.188280 0.178490 -0.212800 -0.212800 -0.209580 -0.223340 0.204570 0.174370 0.174370 0.590270 -0.334220 -0.235450 1.467000 -0.222070 0.182830 -0.248120 -0.248120 1.192100 0.118290 0.521330 0.172420 0.000000 0.000000 -0.240390 -0.240390 0.178490 -0.212800 -0.209580 -0.209580 -0.209580 0.196190 -0.223340 -0.223340 -0.223320 0.204570 -0.725160 -0.334220 -0.039122 -0.237650 0.181930 -0.256240 -0.235450 -0.229110 -0.222070 -0.222070 -0.224780 0.198780 0.182830 0.163100 -0.248120 -0.248120 -0.250310 -0.687880 0.118290 0.521330 -0.324030 -0.267090 -0.271010 0.000000 0.000000 -0.056 0.182 -0.222 0.351 -0.222 -0.222 -0.225 0.190 0.183 0.163 0.163 -0.248 -0.248 -0.061 0.189 0.517 0.517 -0.240 0.188 0.537 0.537 -0.324 -0.267 0.166 0.166 -0.213 -0.213 -0.210 -0.210 0.196 0.196 -0.223 -0.223 0.205 0.205 0.590 0.590 -0.295 0.000 0.000 0.000 -0.056 0.182 -0.222 0.351 -0.222 -0.222 -0.225 0.190 0.183 0.163 0.163 -0.248 -0.248 -0.061 0.189 0.517 0.517 -0.240 0.188 0.537 0.537 -0.324 -0.267 0.166 0.166 -0.213 -0.213 -0.210 -0.210 0.196 0.196 -0.223 -0.223 0.205 0.205 0.590 0.590 -0.295 0.000 0.000 0.000 10.056590 11.387168 10.153299 11.333633 10.402909 9.799159 9.268373 6.689566 9.878092 10.369200 10.418877 10.609038 13.091006 11.886155 9.076357 8.752666 2.050954 10.908664 7.881553 10.110187 12.449020 11.453009 10.725960 10.966302 8.936939 10.686601 10.464594 10.940685 13.467571 9.872305 9.197014 7.649526 4.206245 13.610603 12.076986 1.761455 3.800983 10.381882 3.291972 11.358477 10.843608 8.997739 11.362817 8.458813 9.825753 10.405315 10.864164 13.069672 4.966574 -1.408512 10.721461 13.292299 11.936491 10.779718 10.125350 10.749512 9.562071 11.1050149 11.3871679 11.9193673 11.5637959 1.3988976 1.7614555 10.9838515 9.4164927 8.5802186 11.3336329 10.0703037 3.9134639 7.5971587 8.7788860 9.2227111 7.7387388 11.8266508 7.8326116 7.4338842 7.6166738 8.5802186 9.7059271 9.8780918 9.7240337 9.8239550 10.6726846 10.0963531 7.8418323 7.4021056 13.0066816 9.8694026 7.7936579 10.4188767 11.8628512 3.1764983 9.4759717 11.5360631 10.5500867 8.9044170 0.5914879 11.8752012 10.0647324 10.7835185 8.2190678 13.8372353 7.5802186 13.1491174 10.4216530 8.3875736 2.0509544 7.5713021 10.8772252 7.8815527 5.3194554 9.1823176 10.0692923 8.4649782 11.0715669 6.4741764 9.5369778 10.5784427 10.3239262 8.9822190 8.6562768 6.7564416 2.2919866 -1.4085121 8.1575880 11.4530087 8.9369394 -0.4085121 7.1229160 6.1537770 9.2071637 8.5787980 8.3346854 11.0484018 NA 12.4198689 -0.4085121 9.9291560 1.5915358 10.9406853 10.8447906 8.9956111 10.8524536 9.8723049 -1.4085121 12.7920495 10.0878886 11.5623589 9.4886233 10.2524213 8.5816378 3.0509718 13.8165155 10.6799910 11.3568201 11.4919122 10.1537765 10.3679670 10.5215321 11.7501437 10.7137150 11.1504330 -1.4085121 7.6763422 4.6139029 3.2919718 7.3663213 6.1150957 10.3960685 10.8061567 11.5707431 11.0550584 NA 10.8589059 11.3628172 8.4588126 9.4236328 12.6551819 9.6277077 10.3786203 6.2780349 11.4413301 11.1523445 9.4772305 9.9145887 7.8034221 9.6372936 2.2919866 13.0402956 10.0637172 12.6953955 10.7020173 13.0696716 9.7683306 10.6842912 9.2577581 9.6376963 11.3188164 8.3613718 9.6125140 9.2550921 10.8542162 NA 11.3132741 10.1155860 11.2542024 -1.4085121 2.4984296 9.1699067 8.3662715 4.2919718 10.9410917 10.3639146 10.0758535 0.5914879 9.6447812 8.7714680 10.1253504 0.1764504 7.9556685 8.1111701 11.8731744 10.7052762 5.3330015 10.6118195 9.8947440 TCGA-IB-7887 62 1 110 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2009 yes pancreas-adenocarcinoma ductal type yes 20 NA r1 3 white not hispanic or latino 195.45.0 2 4 5 6 1 2 1 1 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 2 0 2 0 6 0 0 4 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 2 2 0 4 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 5 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 6 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 6 2 0 4 0 0 0 2 0 0 0 2 0 0 0 6 6 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 5 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 6 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 7.975728e-07 2.080625e-07 9.67485890 -0.51313120 6.12351308 NA 7.11988319 14.71884069 6.41762639 1.07183130 6.99468267 8.32923843 10.65085241 6.20113393 11.09975682 11.20747031 11.09306216 9.60388204 9.25010060 9.93655285 10.85703080 0.07189993 11.54572561 4.55297950 11.73822276 7.48406803 10.45447481 4.59541415 3.84443587 10.67887281 0.48686880 9.21225464 1.29425314 9.27315802 0.07189993 9.56570626 8.62516015 8.53401217 -0.51313120 8.86843120 -1.51292532 4.82673660 8.45555491 15.84096546 8.38775499 9.45195102 9.39902921 10.50404471 12.43342909 14.36831298 9.02021798 NA 2.80881749 8.41969352 13.78774131 7.64675958 9.23508104 4.69634443 10.93809940 -1.51292532 10.76968712 8.25341733 8.09236761 0.07189993 2.73480715 8.08680128 1.94631914 8.80203776 3.77228686 10.56437169 -1.51292532 8.51064274 9.22751246 8.81444083 8.09975702 8.47415249 11.72020838 5.30706781 12.18743639 9.55163098 5.68655935 15.34158627 9.36340524 6.12351308 7.15154936 10.20969583 9.92619976 3.34487110 NA 9.53059907 9.73896234 11.50125755 8.36953148 10.39340311 6.51479452 14.46501777 10.36225366 9.84444027 9.39453000 12.43953855 10.38322065 8.18732782 7.23843245 5.69634164 11.01643113 10.76243088 10.00925408 NA 8.92983182 12.01436530 10.75163879 10.56001560 11.54792192 11.28637230 8.46273619 8.44978420 5.22835695 6.36340590 12.98205628 9.77113403 -1.51292532 4.44108504 6.42352607 12.34029532 11.49303903 13.32687936 7.47273064 5.75367406 9.71750918 6.25016765 7.87705709 8.99468296 11.17119863 10.11806533 6.15931433 10.15577326 9.47273023 3.57435587 0.07189993 11.85047554 5.11624414 2.39377312 11.84017299 11.70953228 1.94631914 9.13704262 6.76687074 10.15931370 5.30706781 8.98773015 9.53333032 11.80373548 9.71088993 10.46524130 1.80879690 7.26167560 10.21310641 8.50230315 10.44580346 -1.27438971 10.76620870 11.37544128 10.70120742 5.41762639 8.39227534 6.75367540 -0.0022168 -0.0022168 -0.0022168 0.0334080 -0.3121100 0.3023700 -0.3033400 0.0116790 0.0000000 0.0036076 0.0036076 0.0036076 -0.3034500 0.0058309 0.0058309 -0.3086200 -0.0040162 -0.0223320 -0.0223320 0.0478360 -0.0094046 -0.0094046 -0.3078000 -0.0748110 -0.0785590 -0.0022168 -0.0022168 0.0334080 -0.3121100 -0.3112000 0.0012481 0.0012481 0.0065262 -0.3107300 0.0116790 -0.3135300 0.0000000 -0.3129500 -0.6455600 0.0010391 0.0024969 -0.3056900 -0.3096800 0.0058309 -0.3086200 -0.3086200 -0.3086200 0.0018030 0.0016642 -0.0040162 0.0762790 -0.0223320 -0.3141200 0.0026357 -0.6498700 -0.0094046 -0.0094046 -0.3045100 -0.0047403 0.0475520 -0.0748110 -0.0748110 0.000 -0.306 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.000 -0.305 0.000 0.000 0.000 -0.292 0.000 -0.303 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 -0.303 0.000 0.000 0.000 0.000 -0.306 0.000 0.000 0.000 -0.309 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.308 0.000 -0.305 0.000 0.000 0.000 -0.292 0.000 -0.303 0.000 0.000 0.000 0.000 -0.310 0.000 0.000 0.000 0.000 -0.303 0.000 0.000 0.000 9.6238795 10.8872341 10.4573537 11.1034371 10.6621259 9.4840678 8.9595792 6.2417754 9.5563380 9.9115795 9.8786689 10.4079854 13.4941346 12.7885274 8.5862359 8.3695315 -1.5129253 11.0316113 9.0500845 10.5809660 11.8879398 12.3404903 11.1773229 10.1176105 8.4598680 10.5096028 9.6674190 10.2654336 13.0499654 9.8765197 8.8211617 9.2266689 4.8267366 15.3415863 11.6535222 3.4868945 2.1873244 10.4630944 0.4868688 10.0900510 10.7809346 9.0462654 11.6111712 7.9215167 9.8250675 9.3854897 10.9280169 12.6487287 1.2942531 NA 12.0581669 12.8342328 11.5395022 10.5490492 9.5374172 10.3817060 9.0533704 11.30965824 10.88723410 12.26424636 11.78752686 1.65681668 1.48686880 11.09975682 8.82116170 8.20113393 11.10343712 10.18037528 5.26824723 7.59802420 8.39076999 8.52443515 6.98274379 11.51410317 7.60299795 7.26496516 7.92151667 9.24843948 9.44761432 9.55633802 9.65556042 9.50856235 10.57964546 10.26414359 8.28454976 7.91943007 12.85866495 10.06053544 8.43671487 9.87866895 11.39790572 1.29425314 8.05417884 10.58327405 10.69145940 8.36033223 1.07183130 11.44162986 10.04626540 10.58360342 7.64927989 13.03613150 7.64170642 12.97215158 10.76852858 8.55028351 -1.51292532 6.98537861 7.95449413 9.05008453 5.15931433 8.70228768 9.49601707 7.76765877 10.82227868 8.99666329 9.17775937 10.75572265 9.63154651 7.25837759 4.79066779 6.38775542 NA 0.07189993 8.47415249 12.34049025 8.45986805 NA 7.07560322 5.13074558 9.01045034 9.13164581 8.61359280 9.61036307 -1.51292532 12.28505630 NA 10.64518241 NA 10.26543361 11.42499765 9.63409315 10.27927186 9.87651971 -1.51292532 11.88509755 10.70029631 10.64423521 9.55163098 10.68901211 6.33863656 4.86192560 13.34282740 9.30387183 10.37220340 11.70977074 9.78208317 9.53196544 6.54758401 10.05199031 10.64170642 10.53775722 -0.51313120 7.12713283 5.35725288 0.48686880 NA 5.22835695 9.39453000 10.67145376 11.78510986 10.94144462 NA 10.24677646 11.61117118 7.92151667 9.51410312 12.53554544 9.63790490 8.31661099 8.79977118 10.40910099 10.64927962 9.93242058 10.71750927 6.09421918 6.36340590 7.75601517 12.98205628 10.39114658 12.43962955 10.31303947 12.64872875 9.29182592 10.98972012 10.81500216 8.99468296 11.36110121 8.96868781 10.29222913 8.83450961 10.48829648 -1.51292532 10.75191724 10.72708335 9.40872927 -0.51313120 -1.51292532 9.35030032 8.63166127 -1.51292532 9.71570705 10.85278689 10.14955661 0.07189993 9.21310641 7.79226582 9.53741722 NA 8.58492042 8.04530918 11.47219657 10.88161889 6.90051666 8.36340546 9.93397150 TCGA-IB-7888 66 1 1332 NA pancreas stage iia t3 n0 m0 26-3-2015 female 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 black or african american not hispanic or latino 195.45.0 1 4 4 6 3 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 2 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 2 0 0 7 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.114581e-06 6.39939e-07 9.7903902 NA 6.3672610 NA 8.5134809 14.0262334 5.5478323 6.0573051 6.0926388 7.7677985 10.8650855 5.5813844 11.2268986 11.5177848 11.9163133 9.5243039 8.3133674 9.2945247 12.8637013 5.6462376 11.2410735 0.7234275 10.6161999 9.0423234 10.6580778 7.1937244 5.3672592 10.7025911 0.1384213 9.0984435 1.9457950 9.0882683 5.6620032 10.0041748 9.5091289 8.3033483 NA 8.5091289 3.8388812 3.7822932 10.6252766 15.6006882 7.1042255 5.4422236 10.2318591 10.4087369 11.2986281 14.7732243 8.8336700 -0.8614476 6.0691780 8.0147436 14.5470035 8.7252814 10.0962691 2.7234057 10.2612695 NA 9.4558543 10.1164369 9.1482701 1.1384213 3.7234057 8.6872633 4.4603691 9.1171522 -0.8614476 10.5036704 3.2259073 7.5730700 9.3491129 9.9132286 9.9433793 8.5264589 11.1903302 3.3083609 12.3425542 8.5329045 5.1157200 13.7514828 10.1642733 6.7604938 7.6466725 10.8152802 3.1384377 2.5978648 -0.8614476 9.3257936 9.8301851 9.1580322 8.1855653 10.0057203 7.5134813 14.3411776 11.3005182 9.1342086 10.4682379 12.0933649 10.6501943 7.9713314 5.9457973 5.4782923 11.0406282 9.8108669 9.2272299 -0.8614476 12.2921519 12.1874392 11.1355646 10.7190346 10.9748865 11.5670635 7.6853361 9.1242834 4.8108646 7.0809561 12.8312750 10.0897263 NA 5.5978738 6.9586200 12.7431106 10.8166015 13.4152930 8.5371854 6.4871696 10.0595386 6.0714237 7.6302948 10.4692240 10.1903303 11.3288836 8.1214351 10.0543209 9.6853361 3.3863695 4.8933282 11.5955659 3.2259073 4.3863695 11.5053101 12.9932126 2.1384541 9.4760635 6.2431968 9.6342967 6.1271256 8.7439212 9.3442349 11.5312956 8.9066258 10.3606327 0.7234275 6.6302948 9.7299640 8.5562941 10.2894581 NA 10.9156969 10.3158611 10.0677000 5.7082976 8.1524618 7.4145660 -4.6484e-04 8.8740e-02 8.8740e-02 -7.8406e-03 1.8489e-03 1.8489e-03 4.2092e-03 -2.0268e-03 1.5714e-03 3.2315e-04 3.2315e-04 3.2315e-04 -3.0017e-03 -3.4170e-03 -3.4170e-03 -7.8588e-04 2.5428e-03 -4.1250e-02 -4.1250e-02 -5.8417e-02 -3.2786e-03 -3.2786e-03 6.2941e-03 -6.7356e-03 -6.7356e-03 -4.6484e-04 -4.6484e-04 -7.8406e-03 1.8489e-03 4.2092e-03 0.0000e+00 0.0000e+00 3.0981e-03 1.4376e-02 -2.0268e-03 4.7649e-03 1.5714e-03 1.2701e-02 -3.0017e-03 -3.0017e-03 -6.8752e-02 -6.8752e-02 3.6536e-03 -3.4170e-03 -3.4170e-03 -7.8588e-04 3.3758e-03 -6.4718e-04 3.1487e-01 2.5428e-03 2.1264e-03 -1.2683e-01 -1.3350e-01 -5.8417e-02 -5.8417e-02 -3.2786e-03 -3.2786e-03 -6.1829e-03 -9.2764e-05 -9.2764e-05 -6.7356e-03 -6.7356e-03 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.3430127 11.0351524 10.8445059 10.6497001 10.8718807 9.4992886 8.8196800 6.2259054 9.1214351 10.1285455 10.0385536 10.5430510 13.0200336 11.6192318 9.4948936 8.9554253 5.7383544 11.5395878 7.5896526 9.7402123 10.5495765 11.6780851 10.5264588 10.5183614 7.7822978 10.5610320 9.3660575 10.4879772 13.5813203 10.1753020 8.8371463 7.4648708 4.3478924 13.7514828 12.2025107 3.1384377 4.9964204 9.9287900 -0.8614476 11.1964333 11.5940257 9.3233169 11.0161091 7.9165184 10.2508811 11.9039349 10.9669748 12.4489124 4.6930297 NA 10.8701848 13.3887400 11.3984937 10.7445645 9.6212495 10.3816155 9.8088677 11.2567338 11.0351524 11.2095687 12.7881469 2.1384541 4.9457950 11.2268986 9.3696628 8.9393415 10.6497001 10.3127431 7.2152573 8.4075682 7.8037772 8.9713317 7.2728677 12.2799101 7.1925848 7.3768460 9.4433632 8.7252814 9.9610125 9.1214351 9.4926910 10.7508494 10.7439211 10.3350437 8.6322969 9.1842012 13.2111604 9.4099047 8.3133674 10.0385536 11.7609511 4.6620061 8.4295432 11.2875536 10.5205252 8.2072198 2.4603756 10.6949476 9.7420679 10.3845883 6.8999925 13.2309510 7.7786863 12.3167952 10.0940915 8.9016540 5.7383544 7.3999256 8.4849554 7.5896526 5.8526880 9.0492343 10.9405540 5.5978738 11.0535741 6.5221452 9.2404171 10.3362726 10.0592633 8.2364735 5.8799091 -0.8614476 NA NA 8.6541416 11.6780851 7.7822978 0.1384213 7.0750790 8.7215244 10.4687983 7.3233169 9.8655112 10.0831537 NA 12.4686582 4.8388812 10.4794044 2.8388913 10.4879772 10.4439334 9.3478950 10.1862471 10.1753020 0.7234275 10.6151877 10.2179263 11.0886329 8.5329045 9.7082973 5.6930297 4.7531499 13.6105612 10.4749481 11.1196521 11.7240145 10.0400627 10.1482701 8.5562941 10.4998371 10.3762490 11.2961043 NA 10.2239141 6.1157220 -0.8614476 NA 6.5307590 10.4682379 11.3675608 12.9808312 10.8916583 -0.8614476 11.2155911 11.0161091 7.9165184 8.9554253 12.2336737 10.0203202 9.5435831 7.8108672 11.4290364 11.5626079 9.7677981 10.5312956 6.7894932 7.0809561 0.1384213 12.8312750 10.3557935 12.3495694 10.8929116 12.4489124 10.3454559 10.5515405 7.0984438 10.4692240 10.7054470 9.0317431 9.4693585 9.2677247 11.2011624 0.7234275 10.7054470 9.7439210 9.0602825 8.0180249 3.5307575 9.1538568 7.5486385 NA 10.7577445 9.8258959 9.8423452 2.9457950 9.7149260 8.1773607 9.6212495 0.7234275 7.6101168 7.4284607 11.4456424 10.8841159 6.5730700 9.1649650 9.7364941 TCGA-IB-7889 85 1 481 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r0 3 white not hispanic or latino 195.45.0 1 1 1 6 2 1 2 2 2 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 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1.0427844 7.4757132 9.4143129 9.3336943 8.7583728 9.2754148 11.8948153 2.3057955 12.6172529 8.6232011 5.3646810 13.9957136 10.4099503 4.2126783 6.7025079 9.8003107 8.7936283 -0.2791087 2.5281712 9.4665003 9.6322179 8.9375719 8.3932514 9.9100327 3.5788059 15.7675556 9.7889323 9.5811369 9.6216927 11.3332337 10.6160225 7.7597451 4.7208257 4.2126783 10.9370139 9.7989767 9.5797626 -1.2792838 13.9447899 12.4275377 10.3521940 10.2996089 11.0194613 11.7167697 7.8654840 8.5346071 5.6633418 9.2266374 13.3855509 8.7123478 NA 3.9302832 6.8552522 12.5616038 11.0709363 13.2489137 7.6426669 6.5346064 9.3994260 6.2982551 8.0761769 10.3396793 11.7405904 11.5975347 7.8882440 9.4715330 9.2541556 4.8705719 1.7208475 12.1536288 1.3057955 NA 11.3366854 12.7406772 2.7208257 9.6307189 7.0871477 9.9946214 5.6866098 8.8806972 9.7902757 11.0629006 9.7194164 10.8654841 -1.2792838 6.3574500 9.1470907 7.4212654 10.5564816 -0.9230305 10.8178704 11.2761340 9.9657843 3.6750255 8.1323368 6.1965598 -0.1210800 0.1092100 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-0.012 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.123 -0.123 0.322 0.119 0.000 0.000 0.000 0.000 0.000 0.000 9.700251 10.578807 10.049501 11.119837 9.888244 9.194532 8.639689 6.657464 9.504643 9.727152 9.794298 9.905701 13.122305 12.743714 9.297310 8.409076 3.720826 10.995786 8.886989 9.884476 11.932454 11.402284 11.101558 10.932410 7.672111 10.344250 7.813583 10.439500 13.072800 10.002756 8.966379 7.591191 4.212678 13.995714 11.215931 3.113150 4.180259 10.513210 NA 11.158318 10.396783 8.269648 11.377027 7.581913 10.515242 10.576473 11.036259 12.188813 5.578806 NA 10.678291 13.354389 11.142204 10.006586 9.241445 10.016595 7.558202 10.4436334 10.5788068 11.7266259 12.1062839 1.8907580 2.4212637 10.5079123 8.7869152 8.4038203 11.1198367 10.6757492 7.4108236 7.7679500 8.6065222 8.5678831 6.7376340 12.7843895 6.7809819 7.8603775 7.0382386 8.8616558 10.2306009 9.5046426 9.6179150 10.5374096 11.2890196 10.3267683 8.5600297 7.8957516 12.9045388 9.4848682 8.5054607 9.7942981 10.7303046 3.4757075 8.5160215 11.1444671 9.7165930 8.9852684 2.3057955 10.7383303 9.9550445 10.8135830 7.4453394 13.9079846 7.8731106 11.9253970 10.0673396 8.8384690 3.7208257 6.9078316 9.6786535 8.8869890 6.1302163 9.1748680 10.4643981 6.9253966 12.8578971 8.0039142 8.4299097 10.2963652 9.5265699 8.6764758 6.6866098 3.1802593 -1.2792838 NA 9.1975720 11.4022839 7.6721106 0.3057955 7.7815217 7.0958654 9.2404622 8.0085384 7.6515634 9.6247077 -1.2792838 11.9616172 NA 10.2438978 1.3057955 10.4395000 10.9266191 9.1502327 10.6069035 10.0027560 0.3057955 11.6979269 10.0701071 11.1010163 8.6232011 9.7983093 6.6750227 4.0427581 14.4774604 9.9050814 10.2604694 11.2796770 10.8036402 9.5192977 5.8603769 11.4206152 10.2296111 10.5888768 NA 7.9899525 5.2754131 NA -1.2792838 5.0062262 9.6216927 11.0001463 10.8414688 10.1679091 -0.2791087 10.0171686 11.3770273 7.5819131 9.0177421 12.7772096 9.8783244 8.3447074 7.7264505 11.0969513 10.5826883 9.8162229 10.0021763 4.4487490 9.2266374 -0.2791087 13.3855509 10.3843840 12.6632488 10.3225967 12.1888135 9.8982454 10.8693025 9.3879374 10.3396793 11.2984907 9.0015968 9.5819127 9.5265699 11.0955937 1.5281712 9.9823332 10.0314386 10.1254353 7.4247298 2.6277236 8.2345535 8.6879226 3.3646845 10.2310955 10.0490239 9.1945316 1.8907580 9.1249029 8.6352110 9.2414446 0.3057955 7.8397669 8.4723700 11.2313428 10.6757492 6.0871488 7.7264505 9.9986945 TCGA-IB-7890 73 1 598 NA pancreas stage ib t2 n0 m0 26-3-2015 male 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 NA NA 210.45.0 3 1 1 3 3 2 4 1 2 1 2 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 7 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 7 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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12.49168695 8.87466481 6.53530649 12.86528271 9.68561503 4.67931682 8.13164916 11.15472629 9.10423915 0.03548315 NA 9.27027827 9.94009552 6.31158485 7.38860802 10.90235341 7.22528554 15.20405467 11.08496912 9.59388165 10.34664160 11.93971918 10.22404968 8.00700427 4.94235029 5.39301456 10.84422400 9.68651261 9.62885195 0.03548315 9.64371570 11.44988188 11.22254075 10.75765369 10.43847293 11.17820614 8.24978000 8.35513302 4.32086011 8.47008900 12.31100345 9.82825123 NA 3.67932245 7.47008941 12.77344756 10.68561512 13.72327395 8.40178319 4.46172499 9.84442504 6.04668749 7.51119444 10.58870620 10.51423048 11.50764402 4.91810473 8.95134038 9.90119409 3.35738309 3.89343988 11.90909724 2.84281796 1.84281796 11.75933513 12.92762420 2.73589039 10.63444389 7.11515917 9.09345269 6.21536991 9.01274073 9.57461964 11.80736297 9.53031640 9.67570586 0.62039873 8.06336704 9.75997471 8.53530687 10.60910808 NA 11.39767870 10.56000260 10.81886845 5.42777711 8.08802920 7.75997471 -0.0812080 -0.0812080 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0.000 0.048 0.293 0.000 0.000 0.000 0.000 0.144 0.359 0.000 0.000 0.000 0.000 -0.237 -0.237 0.000 0.000 -0.197 0.455 0.000 0.000 0.000 0.000 10.771440 11.351177 10.714501 10.620423 10.494892 9.970626 7.444852 6.348344 9.068884 10.449618 10.602942 10.285167 13.285463 11.734816 9.821730 8.721961 4.527314 11.692779 7.711418 10.373083 11.788368 11.384466 10.186477 11.061293 7.992563 10.690544 10.039681 10.296569 13.320140 10.278635 8.714941 9.134809 4.461725 12.865283 12.177408 4.035457 3.842818 10.075751 NA 10.923062 11.229294 9.792851 11.026983 7.849242 10.250387 10.315652 10.773553 12.749062 2.942346 NA 11.031228 13.122675 11.632498 10.680917 9.906596 10.041085 10.325169 11.4591021 11.3511766 11.9013874 10.9661982 1.8428180 3.6204222 11.0876893 9.5957938 9.0825847 10.6204234 10.6076874 3.2053925 6.6575128 8.0522692 9.2203362 7.1492035 11.8188685 7.1662374 7.4700894 8.5881299 8.5253090 10.3568253 9.0688839 9.2702783 10.6524691 10.7311242 9.9580453 8.3618903 9.4763300 13.7536727 9.5511607 8.2857591 10.6029417 11.6892017 0.6203987 8.4625853 11.2854631 10.5629379 8.8052986 1.6204457 10.8205046 9.8895500 10.2928487 6.6865131 14.5090398 7.6427911 13.3714095 10.3946614 8.5511607 4.5273144 7.2435006 8.0961569 7.7114178 3.8934399 9.5157261 10.1686031 4.8683509 13.2898252 7.8428161 9.4907881 10.8552408 10.6176029 7.7149413 8.4342045 NA NA -0.9646576 9.0340514 11.3844656 7.9925628 NA 6.2449137 5.7078864 10.1750123 8.6091082 8.7306892 9.6418661 NA 12.5645254 5.0798559 9.8143594 1.0354832 10.2965686 10.7982582 9.3540038 9.9490983 10.2786348 NA 12.6448705 10.5363028 10.7293834 8.8746648 10.0961568 4.3208601 3.7359012 13.1267310 10.2612708 10.9280037 11.4965720 9.6353737 10.5452359 6.6053165 10.8286578 10.4017831 11.1400597 NA 8.6185437 5.5746193 NA NA 8.0661279 10.3466416 11.2323703 11.6429114 10.9306574 NA 10.9184860 11.0269827 7.8492418 9.1242490 12.3220187 9.8118939 9.5726794 7.7633810 11.6286186 11.6483294 9.9558138 10.6725386 7.0184539 8.4700890 2.6204222 12.3110034 9.7777703 12.4342046 10.7306892 12.7490622 10.5258104 11.1215971 5.1439852 10.5887062 11.1940706 9.3034180 9.8028178 9.7341656 9.9757745 NA 11.3872283 10.7007968 10.3098391 0.6203987 NA 9.5363028 8.0884634 2.7358904 9.0480855 9.4155322 10.3225961 1.0354832 9.5580424 8.8453254 9.9065960 0.6203987 7.5313160 7.5392868 11.8848660 10.9490983 6.2928480 8.4969404 10.0536611 TCGA-IB-7891 49 0 NA 648 pancreas stage iib t3 n1 m0 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes 29 1980 r0 7 white not hispanic or latino 210.45.0 1 4 3 4 2 1 2 2 2 2 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 2 4 0 0 6 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179021e-06 5.895103e-07 10.0169917 3.8229850 6.0169910 0.7785450 8.1666040 14.2001587 4.9283324 5.8660499 5.7211019 7.5132965 10.8402956 3.8660474 11.2711912 11.8388775 11.8497140 9.5073578 8.7327830 9.3868418 12.4507912 3.8229850 11.4448109 0.3635636 11.6815272 9.3474929 10.3417832 8.3080172 5.2863822 13.9916531 -1.2212868 9.7544349 3.5859360 9.3206514 5.1879775 10.0086073 9.1514519 8.3389195 1.3635636 7.9977553 -0.2214550 5.9181381 10.3840664 15.6118970 7.3673012 4.2380149 10.0424428 10.2799265 11.0336154 14.7919096 9.0300692 -0.2214550 6.1794673 7.4123090 13.5640904 8.4488535 10.2957641 3.8229850 10.3350930 1.9485261 7.0732076 9.7232990 9.4456984 NA 3.3635496 8.1922149 3.5334761 9.0205700 5.0453731 10.4924029 0.3635636 7.6734045 9.4738151 9.7988724 10.0857877 8.6839739 10.9634622 2.4790236 12.3352127 8.8792493 5.4650864 12.8880911 9.9696461 6.6114764 7.8239372 10.7400366 9.5713772 -1.2212868 -1.2212868 9.2962562 9.8250289 9.2267031 8.0914698 9.7298715 6.9283336 14.3290331 10.9696461 9.5013944 10.6703706 11.6828452 10.9178185 8.0800831 4.4790236 4.5065067 10.8344726 10.3905338 9.4483577 NA 15.4013823 11.7948729 10.9199053 10.9019873 11.2960102 11.2719420 8.0547112 8.7269541 4.9485121 8.8406332 12.6762433 9.8733244 -0.2214550 3.9485074 7.0593574 12.6344287 11.3089932 13.6189714 8.3859172 6.9485121 9.7472536 5.2235191 8.1985472 10.6285862 11.7074753 11.9674848 7.6764324 9.5343091 9.9807107 3.9880393 4.6365666 11.8328520 3.7785871 1.5859240 11.6189715 12.5308630 -0.2214550 9.6996840 5.9384575 10.2339141 6.1536270 8.4510124 9.1503634 11.8416449 9.3932967 9.8188766 NA 6.8975285 9.6996840 8.4350118 10.5422142 NA 11.0835086 10.6150318 10.5368101 5.9782597 8.6146373 7.0453731 -0.04238100 -0.04238100 0.12049000 0.04174100 -0.01367700 -0.01367700 -0.03340500 0.00332990 0.01978300 0.03628400 0.03628400 0.08204300 0.00000000 -0.03572100 -0.03572100 -0.03572100 -0.03517600 0.00610900 0.00610900 -0.12317000 -0.03079300 0.21223000 0.03608800 0.00097064 0.00097064 -0.04238100 -0.04238100 0.04174100 -0.01367700 -0.03340500 -0.03340500 -0.03340500 0.04655900 0.00332990 0.00332990 0.01020600 0.01978300 0.03628400 0.00000000 0.00000000 -0.01835300 -0.01835300 -0.05361100 -0.03572100 -0.03572100 -0.03572100 -0.03572100 -0.03871400 -0.04170200 -0.03517600 0.00013863 -0.13652000 -0.03122300 -0.06128600 -0.12317000 -0.02164700 0.21223000 0.02651400 -0.13055000 -0.13055000 0.00097064 0.00097064 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.212 0.000 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.212 0.000 0.120 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.170904 11.198547 10.498831 10.593570 10.296256 9.717431 7.624077 6.378499 9.299205 10.290339 10.478593 10.435012 12.967639 11.842656 9.664283 9.031252 4.451013 11.414078 9.894931 9.740037 11.514524 11.671319 11.103611 10.638122 8.620937 10.804764 9.627992 10.772643 13.342558 10.412944 8.639674 7.747254 4.170902 12.888091 12.417588 4.302151 3.866047 10.231858 -1.221287 11.570360 10.891678 9.122883 11.445477 7.839283 10.174121 11.434565 10.919736 12.678888 4.333173 NA 11.462897 13.296318 11.642380 10.793448 9.928969 10.374777 10.026716 11.1541694 11.1985471 11.7519255 12.0104081 3.1005068 5.6612308 11.2711912 9.8587382 9.0193783 10.5935698 10.4483577 6.7152248 7.7672714 8.7953952 9.4772916 7.1794663 12.0846486 6.5438562 7.6944665 8.6365677 8.8567377 9.7306001 9.2992055 8.7284137 10.8831856 10.8318340 10.1201057 8.2824125 8.0755032 13.6433534 9.5746264 8.0686058 10.4785930 11.4347883 2.5859480 8.2088932 11.2684349 10.7929561 9.0880631 1.9485261 11.2893510 9.7580121 10.7225668 7.6303356 13.6919906 7.8175056 12.7498610 10.3738444 8.7701088 4.4510132 7.4122726 9.9989652 9.8949308 5.8554017 9.1873625 10.4536618 7.6794534 11.3656612 7.4439232 9.4042958 10.2804241 10.1139773 8.4945488 6.6365681 4.1709025 -1.2212868 NA 8.3859172 11.6713194 8.6209371 0.3635636 7.0547118 8.0477134 10.1741210 8.4456986 9.1061394 9.5786778 -1.2212868 12.2486102 4.5859420 10.3527073 3.0265168 10.7726432 10.4323277 9.5124495 10.3882273 10.4129442 -1.2212868 11.5152002 10.2006516 11.4986173 8.8792493 10.1612109 6.4928322 3.8229850 13.4671104 10.7901636 10.8291158 11.5928309 10.6114769 10.1427215 7.5267801 11.0532562 10.3951358 11.0160956 0.3635636 8.8092540 5.4650864 -1.2212868 -1.2212868 5.3785012 10.6703706 11.5675091 11.7645320 10.9840747 1.7785871 11.1298022 11.4454766 7.8392825 8.9091575 12.6547201 10.0737818 9.5673053 8.8580718 11.4620202 11.4047522 9.8554025 10.8082192 7.1666040 8.8406332 4.0639861 12.6762433 10.1078227 12.5150945 10.9883448 12.6788877 10.3322162 10.5632217 10.4949777 10.6285862 11.1013601 9.3225853 9.4079435 9.4367984 10.9528884 NA 10.9702137 10.3182304 9.6011577 4.3932995 3.6365666 9.2863815 8.2483100 1.1005068 10.9311886 9.4996263 10.3654267 3.0265168 9.7544349 8.6334552 9.9289688 NA 7.8686991 7.4332232 11.7035849 11.1794663 6.5794864 8.7953952 9.7884156 TCGA-IB-7893 64 1 117 NA pancreas stage iia t3 n0 m0 26-3-2015 male 2009 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 210.45.0 2 3 1 7 1 2 3 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525791e-06 5.895103e-07 10.2172365 -0.4158071 7.9808462 -1.4158071 8.3155603 16.2064290 4.6286336 0.5842891 6.3524249 7.4139638 10.6992850 2.2846918 11.1263059 12.0143724 11.6678868 9.4911320 8.2984869 9.3996246 11.0617466 0.9061979 12.0927789 0.9061979 11.1762311 9.2253899 11.1038776 5.4790591 1.7541606 8.2424529 -0.4158071 8.4453282 NA 9.5105373 5.5500264 9.5989593 9.3786573 7.5500256 NA 8.1272732 -1.4158071 3.7936982 9.5715054 15.2033150 7.5031046 5.6927647 9.9861875 11.2129147 13.1421836 14.5811782 9.0880671 -1.4158071 2.5842410 8.9398128 13.7016815 8.0880668 10.1024026 2.2846918 11.0803461 -1.4158071 5.4668848 10.0780968 9.2566668 -0.4158071 1.1692195 8.2226771 0.5842891 9.7237927 -1.4158071 10.4000249 -0.4158071 8.1766983 9.3639606 8.5982617 9.7070694 8.8568712 10.1383505 9.7447430 12.5800085 9.7746833 6.7491481 13.1766400 9.8557043 3.5384388 8.2830156 11.0927789 9.7691166 NA -1.4158071 9.6073026 10.2755486 6.3721442 8.2864141 10.9500170 6.0188700 15.2403868 10.9346281 9.4858625 10.7888124 11.5693717 9.5016135 7.7466326 7.0063059 6.1989518 10.6193325 10.0930265 10.1470036 -1.4158071 9.4131711 11.9619941 11.1057019 11.1138110 10.2646008 11.1980308 7.2208658 8.6368095 4.9592787 7.3189513 12.6478892 9.2334974 NA 4.0760973 6.8880223 12.8713044 10.2321494 13.7699298 8.6327281 6.0760951 9.6340899 7.1654417 7.1952659 10.4104363 10.2149635 11.4788697 6.1989518 9.0333900 10.2885773 3.5384388 2.5842410 12.0020938 6.9679456 0.1691554 12.0331320 12.8319464 4.2280952 10.2864141 6.4171318 9.7967377 4.3656016 7.8742603 9.3810921 11.8552666 9.2794697 10.3290751 -0.4158071 8.6610569 9.0251105 9.0999411 9.7560437 -1.0484122 11.1855479 10.3252869 10.4387201 6.0599739 7.5842410 8.6927658 -0.00968140 2.09340000 0.32124000 0.13537000 0.16653000 0.16653000 0.00000000 -0.19739000 0.15350000 0.22281000 0.22281000 0.32873000 0.16668000 -0.19989000 -0.19989000 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-0.197 -0.197 0.154 0.154 0.223 0.329 0.159 0.159 0.000 0.000 10.8885927 11.3113109 10.9201899 11.1226728 10.6683854 9.7906453 7.4911316 6.6503309 9.3036301 10.8348359 10.6763378 10.3696938 13.4409100 11.7901873 9.5016135 9.1540968 1.7541606 12.1098845 7.7031824 10.6368094 12.2360532 11.8558502 10.4767842 10.9201899 8.3424645 10.5550663 10.2330482 10.6972151 13.7289792 10.3839277 8.4745058 8.9218632 3.5384388 13.1766400 13.6550751 4.0105024 2.7541606 10.9500170 NA 11.1354689 11.7813044 9.8498564 10.8536603 8.4422224 10.1971098 10.1521974 11.2303500 12.7041551 2.0436595 -0.4158071 10.8888778 13.3709704 11.9680806 10.7270982 10.6296597 10.5493040 11.3190293 11.5326085 11.3113109 11.7985605 10.8238399 1.3916028 2.7541606 11.1263059 9.2864141 8.9722587 11.1226728 10.5874078 2.7541606 6.4044195 8.7740659 9.4706999 7.8557045 11.2085799 8.3115322 7.7715931 7.8345399 8.6530195 10.2689900 9.3036301 9.0146939 10.6673882 10.8021990 9.5427941 8.3257084 9.9010885 14.0151512 9.3113108 8.2495771 10.6763378 11.9286760 -1.4158071 8.3637143 11.5665219 10.0277030 8.9581940 1.1692195 11.0271848 10.0885638 10.5190379 7.6503309 13.9522020 7.4546061 13.4558578 10.8670402 8.3802810 1.7541606 7.8120977 8.7591672 7.7031824 3.2280952 9.4953186 10.2920318 5.4546069 11.4429994 7.6979837 9.0073573 10.8076397 11.1282398 7.9765590 9.1038776 NA NA 0.1691554 8.8486840 11.8558502 8.3424645 NA 6.8557045 4.6503280 9.7516595 8.7529135 8.6769986 8.6121472 0.5842891 12.2829460 3.5384388 10.2235821 2.2846918 10.6972151 10.3582047 9.4476534 9.9663249 10.3839277 NA 12.7517379 10.1292057 10.8250327 9.7746833 10.7997743 5.5384388 4.5615217 13.3121086 10.6323876 11.2289990 11.4903803 9.8457486 10.5315130 9.1397892 10.6276105 10.3713277 11.7004228 -1.4158071 9.7212325 5.7339888 NA NA 8.6272687 10.7888124 11.4775429 12.6134785 10.7719027 NA 10.8800103 10.8536603 8.4422224 9.2352931 12.1655596 10.6162870 11.0683089 7.0477652 11.6943984 11.4198970 10.3960174 11.1217024 7.1616701 7.3189513 7.0354524 12.6478892 10.1033862 13.0304846 10.9016540 12.7041551 10.0619996 10.8082430 6.9722584 10.4104363 10.8965571 9.4767841 9.0820931 9.3061950 9.9329694 NA 11.6288062 10.2672359 9.4163403 1.7541606 1.5842410 9.4305153 8.1934756 0.1691554 10.9481023 8.7496258 10.2588750 2.1692195 9.9489232 8.3910004 10.6296597 NA 7.4515202 6.6822741 12.2756577 10.7771506 6.2280972 9.0477658 9.5954686 TCGA-IB-7897 53 1 486 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2008 yes pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 210.45.0 1 4 NA NA 3 3 4 3 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 2 0 0 0 6 0 0 0 0 0 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 8.34703e-07 4.451749e-07 10.6940687 1.5316684 6.3325773 -0.4683316 7.7961201 13.6561622 6.6244343 4.4858712 7.7556788 8.1755336 10.9148416 7.8958122 11.6517532 11.7044127 12.2284276 10.2450638 7.7459963 9.6864954 12.1887724 5.7796038 11.2800799 1.9911000 11.0797768 9.1582989 10.8834448 5.4974623 4.9911091 11.3283254 -1.4683316 9.8881294 6.2663874 9.2882337 7.2181777 10.1339123 10.6071565 8.4158478 0.8535965 8.3834265 1.7015934 5.8262993 10.7270496 14.9292684 8.4415706 3.9579424 10.5017833 10.8034322 9.4601958 15.4950589 9.3502594 0.1166309 8.8112880 8.0017060 14.3401388 8.3896430 10.9792772 1.5316684 10.0547492 -1.4683316 7.8826168 10.0780895 9.9110558 1.7015934 3.6191430 9.0285310 6.1315895 9.4938504 3.5316809 10.4396946 -0.4683316 10.0596430 9.0571982 10.2476393 10.0104470 8.0374888 9.4264952 6.2390371 12.4022347 9.5828864 6.3260933 10.5910219 10.4774869 7.6839624 9.0940819 11.1589833 6.0235304 1.9911000 -1.4683316 9.3566362 9.7362485 9.5519629 8.3113968 10.2557648 9.8620341 14.1763786 11.9137609 9.3779512 10.9431883 11.9178093 10.9592521 8.1500631 12.1528135 5.3896597 11.2630049 10.3187637 9.5849721 NA 6.3834261 11.2234209 11.7479003 10.8789748 10.3787348 11.7969994 8.2932284 9.0503305 5.0394718 8.0255327 12.5932173 9.7628986 -1.4683316 5.6191401 8.0881835 12.5558647 10.4483033 13.5169412 9.5253235 6.4800453 10.7252027 5.4989625 7.6454192 11.0195425 10.9652628 11.7367069 7.7772303 9.5060919 9.9828885 5.0074108 6.7066024 11.7181012 5.5203625 1.8535965 11.0671958 13.4747416 1.5316684 9.7508458 6.9495723 9.4370644 6.3064646 8.7472105 9.0265328 11.9985186 9.4756572 9.5637231 -0.4683316 7.5842455 10.1048511 9.2163821 10.0727740 NA 11.5970935 10.5606194 10.9753980 6.9153811 8.6191401 7.7386915 0.00277450 0.00277450 0.00277450 0.01251600 0.00346870 0.00346870 0.00536330 -0.00049351 -0.00229440 0.00000000 0.00000000 0.00000000 -0.04373700 -0.01532900 -0.01532900 -0.01532900 0.00541390 -0.02720600 -0.02720600 -0.00761010 0.00847430 0.00847430 -0.00225950 -0.00484610 -0.00484610 0.00277450 0.00277450 0.00091784 -0.03664300 0.00536330 0.00013863 0.00013863 -0.00157020 -0.01018100 -0.00049351 0.00358200 -0.00124730 0.00000000 -0.04373700 -0.04373700 -0.00636680 -0.00636680 -0.01354000 -0.01532900 -0.01532900 -0.01532900 -0.01532900 0.00097064 0.00138680 0.00541390 -0.00055444 -0.02720600 -0.00277070 -0.00761010 -0.03923400 0.00847430 -0.00024251 -0.00373950 0.00110930 0.00110930 -0.00484610 -0.00484610 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.2093970 10.6074908 10.9140312 10.1500628 11.0270327 10.0215253 7.2697700 6.8892289 9.4227016 10.2604482 10.6217898 10.7834556 13.5448255 10.7288940 9.5943981 8.8112880 6.5815260 11.8642734 7.8124482 9.7908321 9.8522862 10.9936683 9.6421607 11.4302787 9.0688957 11.1039038 9.7208841 10.5668991 14.0492545 10.5997838 9.9389451 8.1628545 5.5540454 10.5910219 12.3215166 5.2181767 5.9992830 10.1881022 -0.4683316 11.5208944 12.0619618 9.9579422 10.6906025 8.5937235 9.9368189 12.1255353 10.7748514 13.0458366 6.1463864 -1.4683316 11.8261545 12.9632402 12.0191494 11.1860986 10.4449407 10.5923733 10.0873162 11.6116621 10.6074908 11.4616754 11.9661753 5.1755326 6.2932288 11.6517532 9.8759732 9.2146720 10.1500628 10.2142331 6.2865652 8.3912122 8.1555590 9.4587146 8.1222643 12.2626781 6.9023643 7.8054730 10.4616754 8.9368187 9.5712818 9.4227016 8.9890584 11.1369254 10.3923764 10.3212110 8.3881030 9.8659507 13.6090773 9.6084929 8.3974107 10.6217898 12.1894424 1.7015934 8.1904781 11.5042982 11.4791317 8.8781910 1.9911000 11.0884229 10.0982071 10.3732417 7.1683021 12.3898527 7.9579419 12.3320717 10.9346894 9.4763894 6.5815260 7.7850758 7.7239701 7.8124482 5.5429050 9.3372035 10.9652628 3.7411326 10.9215775 6.9239953 9.2014484 10.5107452 10.6455953 8.5801643 6.5089578 NA NA NA 8.4035826 10.9936683 9.0688957 1.8535965 6.9325573 7.6031397 10.9738434 8.6428131 10.2583213 10.4927652 NA 12.4902301 5.9828886 9.7742560 4.6191430 10.5668991 10.2115973 9.8864777 10.3478611 10.5997838 -0.4683316 11.2208018 10.1119360 11.8255800 9.5828864 10.2815468 5.9911091 5.4264962 13.2204740 11.2424838 11.4419453 11.8382603 10.0939198 10.9738434 10.4668424 10.8268723 10.5575090 11.5048366 -1.4683316 9.9610841 6.8216962 -0.4683316 NA 3.6609628 10.9431883 12.0641550 12.8044726 11.3696994 4.1463864 11.8550137 10.6906025 8.5937235 9.2286448 11.9442472 10.0205216 9.7843428 7.5815260 11.8318869 11.9083454 9.8609132 10.8911524 7.8715277 8.0255327 9.0698662 12.5932173 9.6603161 12.2023336 11.3232473 13.0458366 10.9205019 10.1623995 8.1353035 11.0195425 10.7625985 8.8308853 9.2390364 9.4468097 10.4389436 -0.4683316 10.9929010 9.5699105 9.2848942 5.4264962 1.2929584 10.2045446 7.4533694 1.9911000 11.1304278 9.5854878 10.7368597 4.3896563 10.0200196 8.5507953 10.4449407 -1.4683316 8.3325773 8.0255327 11.9156516 11.6812657 6.8581066 9.8337451 10.2137942 TCGA-IB-8126 79 0 NA 75 pancreas stage iii t4 n1 m0 26-3-2015 female 2011 NA pancreas-adenocarcinoma ductal type yes 4 1957 r1 5 white not hispanic or latino 247.44.0 1 4 2 2 3 1 2 2 2 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 1.525791e-06 5.895103e-07 10.1369725 2.2639658 8.8660038 NA 5.7234002 13.2470633 6.7327373 3.3635075 7.5910391 8.5467255 10.4438770 7.4338925 11.3384917 11.1221355 11.9178366 9.9624245 9.9554622 9.5427492 11.9452063 5.1004689 11.3315943 -0.5432990 11.1152708 8.8974822 10.4608335 3.9801716 4.3635005 14.4884003 -0.5432990 9.4005930 5.8489308 9.1708584 4.5858939 9.9860435 9.4410315 8.1980801 0.4565959 7.9564586 2.0415584 6.5227024 10.4381446 15.8062052 8.1811269 4.5440773 10.6390074 10.4775929 9.8413967 14.4234339 9.2314000 -0.5432990 6.7785411 7.1336981 13.7810749 8.6300654 10.7257397 2.4566222 9.9762492 1.0415934 7.0565261 9.2181643 9.9899428 NA 1.0415934 8.2346900 4.8489283 8.9384125 1.0415934 10.1254979 1.4565959 8.2379728 8.8933246 9.5374306 9.1828311 8.1777120 9.6164843 1.4565959 12.0217151 8.8273005 4.7045400 12.0683294 9.7819185 6.0859706 7.8861032 10.6044539 8.8381560 3.7045400 3.7045400 9.5186591 9.3192503 9.2198253 8.7852880 10.2231420 6.4900358 14.0263500 10.5749052 10.3354303 10.3438336 11.6111147 10.5993582 8.1219489 12.2526526 4.6660692 10.9371710 10.4817525 9.5876468 2.7785450 16.5334599 11.3724924 11.7463697 10.7366007 11.2169172 11.6268510 8.4137151 8.9262548 5.1290398 8.8786778 12.9109123 9.9016278 NA 5.2639696 7.5387624 12.5079919 11.0140767 13.3700634 8.7021658 4.9801761 10.2934523 4.4566156 8.0453277 10.8209611 11.7880898 11.0259940 7.4849058 9.2494034 10.0349857 6.5755544 4.2115029 11.8058942 3.7785450 2.0415584 10.7925616 12.7760029 -0.5432990 9.3223462 6.5755544 9.4396065 6.3145932 8.7280759 9.0245690 12.0340418 9.3589880 9.8818289 1.0415934 6.6464377 9.5820264 8.6215200 10.5078220 -0.3293409 11.5536575 10.7500846 10.7751558 6.4338925 8.4020570 8.2767921 -0.0278880 -0.0278880 -0.0278880 -0.0010874 0.0247470 0.0247470 0.0000000 0.0111790 0.0078359 0.5603500 0.0109000 0.0117320 1.3912000 0.0070010 0.0070010 0.0070010 0.0109000 -0.0325300 -0.0325300 1.2320000 -0.0013285 -0.0013285 -0.0123810 -0.0035439 -0.0035439 -0.0278880 -0.0278880 -0.0010874 -0.0534200 0.0000000 0.0000000 0.0000000 0.0111790 0.0111790 0.0111790 0.0111790 0.0061665 -0.0580020 -0.0679380 0.0085319 -0.0601550 0.0067228 -0.0136200 0.0070010 0.0070010 0.0070010 0.0070010 -0.0586750 0.0081143 0.0109000 0.0078359 -0.0325300 -0.0325300 -0.0470680 -0.1167400 -0.0013285 -0.0013285 -0.0086575 -0.0328030 -0.0328030 -0.0035439 -0.0035439 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.117 -0.117 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.613960 10.469238 10.646438 10.164835 10.603818 9.186234 7.462237 5.704540 9.226451 9.989943 10.175146 10.187932 13.265979 11.313039 9.546725 8.825119 4.456616 12.333322 12.187295 9.783042 9.921271 10.705134 11.243291 11.094596 8.732737 10.737964 8.956459 10.040044 13.741437 10.739701 9.613960 8.085970 4.100473 12.068329 12.143551 3.916047 4.704540 10.333130 NA 11.972313 10.910912 9.069481 10.529416 8.201447 9.862818 11.830566 10.438180 12.887980 4.814166 NA 10.969353 13.210248 11.501970 10.852452 9.926255 10.793120 10.119753 11.377338 10.469238 11.486245 11.862020 3.778545 6.041576 11.338492 9.790886 9.174289 10.164835 10.546725 7.565137 8.323892 9.113038 9.139608 7.718708 13.042514 6.011203 7.636522 8.680615 8.616485 9.774026 9.226451 8.944453 11.301319 10.687234 10.674571 8.143114 8.320799 12.881567 9.499640 8.211500 10.175146 11.138730 2.041558 8.865155 11.369502 10.890198 8.690233 2.626533 11.473769 9.941436 10.157919 7.314594 12.838426 7.565137 12.167635 10.615223 9.095049 4.456616 7.413192 11.273996 12.187295 6.211501 9.040128 10.553328 5.522702 10.323892 6.866004 9.162245 10.505781 10.287920 8.572957 5.157606 2.626533 NA NA 8.257513 10.705134 8.732737 2.456622 7.244515 7.755821 10.438894 8.785288 9.336196 10.291874 -0.543299 12.175360 3.456609 10.202287 3.157060 10.040044 10.606995 9.563830 10.249403 10.739701 1.041593 10.418063 10.326978 11.492787 8.827300 10.275195 4.704540 3.041576 13.718928 11.006398 10.647672 11.703057 10.323892 10.275195 11.242065 10.755248 10.400593 11.150535 NA 9.167419 6.170858 NA NA 5.157052 10.343834 11.693823 11.560153 11.277191 3.363508 11.218164 10.529416 8.201447 9.111249 11.880254 9.435324 9.015034 9.357480 11.097762 11.347257 9.485900 10.582672 7.960439 8.878678 5.478982 12.910912 10.307581 12.212752 11.254274 12.887980 10.720469 10.458725 9.787530 10.820961 10.611431 9.139608 9.867064 8.982134 10.355970 NA 10.816911 10.018855 9.441031 6.695018 4.778540 9.622776 7.526788 3.363508 11.273197 10.087226 10.556618 3.041576 9.284749 8.695615 9.926255 -0.543299 8.273597 8.204806 11.570030 11.277988 6.375476 10.719295 9.963416 TCGA-IB-8127 59 0 NA 522 pancreas stage iib t3 n1 m0 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes 40 1971 r1 3 white not hispanic or latino 247.44.0 3 1 1 3 1 1 1 1 1 2 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 6 0 0 2 0 0 0 0 0 0 7 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 2 4 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 1.252055e-06 8.34703e-07 9.7437344 3.3730496 7.1145138 NA 8.0140149 13.7849551 6.5825003 2.6949693 7.7411171 8.4742348 9.9356710 5.1385810 10.9619490 11.7896134 11.2860859 9.8560565 9.0588471 10.1893907 12.7515044 2.9091010 12.0749598 1.9580260 11.7516669 8.9075445 10.2369234 8.3842743 5.1804025 11.8106950 -0.3638278 9.4048171 7.1700602 9.2285383 2.8584784 9.6528896 9.3031928 8.5238097 NA 8.6832052 1.5105569 5.4857456 9.6459100 14.9996686 8.3987403 7.0595478 9.3260793 10.4705524 11.4602446 14.1472987 8.9811169 -1.9489760 3.5105442 8.0040929 13.8608870 7.9500228 9.6133613 3.6658248 10.9643823 -0.3638278 8.2384711 8.8926834 9.1372550 4.3365191 4.1596453 8.0426405 1.7515494 9.0886658 3.8840117 10.9763024 -0.9489760 7.9980251 9.5878518 9.2297838 9.2372331 8.1609494 12.0556027 7.5825003 12.0761719 9.2563012 6.1064007 12.6144343 9.9364339 7.2458759 8.4704470 10.7664374 4.7235422 1.3730635 NA 9.6958764 9.9429025 6.6658290 8.1596433 10.5621302 5.2990468 14.6910672 10.8273463 11.4375203 9.9557535 12.0283093 11.2022940 8.0831644 6.0169041 5.1491496 10.7746433 10.3146815 10.0201456 -0.9489760 11.5264723 11.6612209 11.2163226 10.9268106 11.3238944 11.3793731 8.3388313 8.5043896 5.7235449 9.5459744 12.2421009 10.1322694 NA 3.5429761 6.2210438 12.4767937 11.4687077 13.4762036 7.4369813 6.8712979 9.5717375 5.8728288 7.5960831 9.9642028 10.1215752 11.2311834 6.9459366 9.7248695 9.9822257 4.2799392 2.2210418 12.4230996 3.5429761 3.2605677 11.2734610 12.9418106 3.4434343 9.8242581 6.1786489 9.7266349 5.6510316 8.4710789 9.5534534 11.9144340 9.3943045 9.4626299 0.8584585 7.0707092 9.5844486 7.5288768 10.4329322 NA 11.3428652 11.2866844 10.6463764 4.8324799 8.3696615 5.8903227 -0.2311600 -0.2311600 0.1710600 0.1515900 -0.1460500 -0.1460500 0.0000000 -0.2784600 0.1798700 -0.0725410 -0.0725410 0.4296300 -0.3567000 0.1315500 0.4198200 0.4089400 -0.1073600 -0.3634000 -0.0525310 0.5103700 0.1068700 0.1068700 0.1978600 -0.0417020 -0.0417020 -0.2311600 -0.2311600 0.1515900 -0.1460500 0.0000000 0.0000000 0.0000000 -0.3511000 -1.2929000 -0.2784600 -0.2784600 0.1798700 -0.6324400 -0.3567000 0.0914020 0.0526680 -0.0394810 -0.3668000 0.5933200 0.4198200 -0.1273300 -0.1492600 -0.3410200 0.1683500 -0.1073600 0.1904100 -0.3634000 -0.3624900 0.5103700 -0.6405700 0.1068700 0.1068700 0.0097276 -0.3663500 -0.3663500 -0.0417020 -0.0417020 0.000 0.000 0.198 0.000 0.000 0.000 -0.341 0.168 -0.107 0.190 0.190 -0.311 0.000 0.510 -0.633 0.107 0.107 -0.231 0.171 0.198 0.198 0.000 -0.366 0.152 0.152 -0.146 -0.146 0.000 0.000 -0.351 -0.351 -0.278 -0.278 0.193 0.193 0.000 0.430 -0.357 0.000 0.000 0.000 0.000 0.000 0.198 0.000 0.000 0.000 -0.341 0.168 -0.107 0.190 0.190 -0.311 0.000 0.510 -0.633 0.107 0.107 -0.231 0.171 0.198 0.198 0.000 -0.366 0.152 0.152 -0.146 -0.146 0.000 0.000 -0.351 -0.351 -0.278 -0.278 0.193 0.193 0.000 0.430 -0.357 0.000 0.000 0.000 10.477646 11.054461 10.284439 10.834936 9.900133 10.017624 7.656599 6.170059 10.206886 10.155062 10.314095 10.427516 13.174957 12.171924 8.609540 8.005315 1.751549 10.824052 9.149809 9.812254 12.302124 11.860887 10.398186 10.182654 8.743734 10.723323 9.014737 10.453649 13.458088 10.550466 8.958009 7.665829 4.200865 12.614434 11.771256 3.095519 1.958026 10.333628 NA 10.903453 11.001493 8.904428 11.545349 7.924563 10.262399 10.776698 10.708214 12.929314 3.909101 NA 11.042641 13.251098 11.595003 10.640908 10.182976 10.601385 9.596252 11.2401712 11.0544611 11.9847173 12.1717618 3.2990395 3.3365262 10.9619490 9.8377969 9.3645687 10.8349356 10.2993430 5.5349331 7.5105506 9.2563012 9.2403258 7.3085065 11.7107804 7.3840507 7.5608938 8.1906702 8.5419697 9.8520188 10.2068858 9.3138009 9.5529561 11.4129256 10.6697338 8.6922675 7.9625108 12.6351418 9.8345264 8.0511187 10.3140946 10.8242581 2.0511284 10.3265014 11.1188893 10.6496367 9.3594579 1.9580260 11.7027312 10.2538549 10.5387077 8.0804061 13.4555619 7.5509645 13.2885156 10.4185336 8.7066497 1.7515494 7.3976327 8.3026015 9.1498088 5.0845405 9.8607142 10.1530946 9.0982427 11.9741677 8.0968785 9.6013847 10.7374005 10.0776424 8.0776425 10.4294760 5.9028671 2.8060147 5.5349331 8.2702874 11.8608870 8.7437344 -1.9489760 6.7619248 7.1829763 8.4909499 8.6985772 8.8414675 10.5074733 -0.9489760 12.4503968 1.5105569 11.0542854 -0.9489760 10.4536486 10.7614948 9.1758863 10.8893379 10.5504665 -0.3638278 12.9300319 10.3534722 11.3082120 9.2563012 9.7319179 6.7756327 5.7515574 13.6456476 10.3962468 10.7959527 11.8410356 10.4315799 9.6936218 8.3998470 11.3015654 10.0064055 10.7426443 -0.3638278 8.5217779 4.3730496 NA 4.7376219 5.8966085 9.9557535 10.4353629 11.2284496 10.9189767 -0.3638278 10.9550007 11.5453494 7.9245631 9.2002309 12.3521863 9.3190760 8.5329185 7.5166849 11.7164548 11.1352629 9.7097767 9.8776674 7.7619255 9.5459744 2.3730356 12.2421009 10.1006271 12.7786139 10.8318636 12.9293135 9.9237938 10.7892112 7.9565057 9.9642028 11.2844389 8.7636459 10.1229164 9.3120384 10.3937492 -1.9489760 10.8875638 10.7927965 10.3755807 2.6949693 2.9091010 9.5161749 7.5958318 4.7790390 10.3814756 10.3220770 9.8101748 1.3730635 9.7363057 8.8330523 10.1829758 1.5105569 7.6454437 7.9534940 12.0464444 11.1995954 6.7925860 9.1881101 10.3049664 TCGA-IB-A5SO 71 1 365 329 pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 3 white NA 330.38.0 1 4 1 6 3 3 4 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 7 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 7 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 5 0 0 4 7 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.25401e-06 8.669269e-07 9.7811818 1.2170446 9.1088161 -1.3681041 8.1219178 15.2744319 7.2902816 5.0243862 7.4993484 8.1751019 10.3710065 4.2467805 11.0313478 10.9761355 11.3122096 10.2076091 8.8206586 9.8578798 12.3449192 4.9539962 11.2094987 2.9539915 10.9446692 8.7366685 10.1683171 5.9449521 2.9539915 11.9144344 -0.3679180 9.4641687 3.6764592 9.3062622 5.1556319 9.5920718 8.6306603 8.0853407 NA 8.3969417 1.4394104 4.8608883 10.1875697 15.5238654 8.7128874 6.6432978 9.7843546 10.0087379 11.5350102 14.6182230 9.1779997 -0.3679180 5.5147125 8.1490307 14.8947153 8.1527082 9.8841440 3.8415203 10.1067898 -0.3679180 8.6696168 8.9081941 9.1644258 3.2170290 2.5389602 8.0200871 4.1866590 8.5553975 5.0750148 10.3827768 2.2170446 7.7664964 9.0822502 8.9517419 9.9243915 8.6995041 12.2489632 5.9174723 12.2564084 8.4442471 5.8799973 13.2031114 9.7320751 6.5804365 7.9384505 10.3973560 0.6320820 3.9174699 -0.3679180 9.1388733 9.4783437 8.2076093 8.3667794 9.9885218 6.4002544 14.1042212 9.9663431 11.0640897 9.7645696 12.0503178 10.3894599 8.4838190 7.2795279 3.9174699 11.1576886 9.9381315 9.4776854 0.9539729 10.0435809 11.6216417 10.9548627 10.4176858 10.6439959 11.1892942 9.1269254 8.5085867 4.6544355 9.7122212 12.5108871 10.3194455 -1.3681041 5.2759271 7.3115503 12.5407439 10.4700920 12.9737972 8.4712736 NA 9.7950904 6.5054527 7.4744198 10.3211812 9.7716212 11.3370542 8.4588885 9.8335811 9.3684718 4.3325074 2.3325074 11.6364659 5.7716215 2.5389602 11.2996250 12.3825675 0.2169825 9.7347018 7.4204622 9.5657605 5.6207535 8.4394249 9.4916046 11.4238432 9.0318817 10.1644258 5.5509345 6.1634504 8.9209361 7.8144639 10.5764158 -1.0229766 11.4232328 11.7800697 10.8959259 5.1239227 7.7301019 7.8704745 -0.00970540 -0.00754050 -0.00754050 0.00000000 -0.01515200 -0.01515200 -0.00176220 -0.00820450 -0.07464000 0.03514000 0.03514000 0.03514000 -0.03059100 0.05384600 0.05384600 -0.09482000 0.06579800 0.01884200 0.01884200 0.30622000 0.07236800 0.07236800 -0.00328520 0.00336920 0.00336920 -0.00970540 -0.00970540 0.00000000 -0.01515200 -0.00176220 -0.00176220 -0.00176220 0.00087122 -0.00820450 -0.00820450 -0.00646590 -0.07464000 0.03514000 -0.03059100 -0.03059100 0.07329900 0.07329900 -0.00646590 0.05384600 0.05384600 -0.09482000 -0.09482000 0.12451000 -0.06083100 0.07847900 0.01339200 0.01884200 0.01884200 -0.11544000 -0.10994000 0.07236800 0.08555100 0.06927900 0.00740030 0.00740030 0.00336920 0.00336920 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.000 0.000 0.000 0.000 0.000 0.000 -0.115 -0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.125 0.000 0.000 0.000 0.000 0.000 0.000 -0.115 -0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.839694 10.706880 10.276377 10.162964 10.938986 9.306262 8.135895 6.603613 9.041461 9.258692 9.632070 10.584447 13.292010 12.349639 9.334242 8.917472 5.318570 11.732732 9.541213 9.878217 11.449423 11.043846 10.407680 10.484209 7.896512 10.525371 8.410147 10.304106 13.407526 9.996205 9.722182 7.719533 3.761349 13.203111 11.759419 4.186659 4.490050 10.591347 3.917470 10.834806 10.944386 9.013613 12.129672 7.637694 10.071381 10.803872 10.540462 12.917111 4.217029 NA 10.764891 12.914507 11.577622 10.681809 10.161988 10.012531 9.347663 11.4388209 10.7068803 12.0471514 12.0187407 2.7195339 3.9174699 11.0313478 9.3961122 8.3359736 10.1629639 10.6225284 6.5804365 7.4329694 8.6334781 8.5891717 6.9674603 12.1261754 7.3145733 7.1477697 8.4297314 8.6150635 10.2545793 9.0414607 9.0801862 10.2463196 10.8265189 10.4506521 8.6136370 8.7314178 13.0161790 10.1314175 8.1418451 9.6320699 11.1678313 1.8019864 9.7515104 10.7581290 10.2840185 9.0520300 1.2170446 11.3190080 10.0398688 10.8001151 7.4838190 14.7449776 7.8094897 12.2896116 10.2929571 9.0625225 5.3185699 7.3934883 9.1299218 9.5412130 5.5628072 9.1772274 10.7277965 6.1866590 10.9452363 8.4962558 9.3506027 10.6369925 10.0883010 8.0320314 2.8799998 5.2170329 -1.3681041 NA 8.9852166 11.0438456 7.8965122 0.6320820 6.4002544 7.6320697 9.3752213 7.6654930 8.4052091 11.0406649 1.4394104 11.9019270 4.6544355 10.4873277 2.6320588 10.3041062 11.2752496 9.1128601 10.2763769 9.9962046 0.2169825 10.9318503 10.8344998 11.0742358 8.4442471 9.5613282 4.6093472 3.9540008 13.4776579 10.3823582 11.4574262 11.5408771 11.1110922 9.7301019 9.7274668 11.0427862 10.2813261 11.1697736 -0.3679180 9.6900615 5.7818161 3.9174699 6.9449533 8.4900510 9.7645696 11.0356146 12.3801369 10.7152167 2.2170446 10.7922565 12.1296722 7.6376943 8.6050498 12.5043600 9.9011965 9.5404625 7.4426417 11.1760683 10.4076801 9.5344449 10.1128600 7.0791530 9.7122212 1.9540101 12.5108871 10.1900122 12.1302958 10.6485300 12.9171108 10.1990753 11.4700919 8.3769037 10.3211812 11.4258763 9.2777284 10.5472023 9.2559513 10.6157760 -0.3679180 10.8587831 10.9128406 10.6122095 5.6207535 2.3325074 9.1770343 8.6018736 3.6764592 10.6747552 10.9836579 9.7215203 2.3325074 9.2132705 8.8537415 10.1619884 2.7195339 7.4838190 7.8390841 11.7276317 10.5024345 5.8119796 10.1254250 10.2853628 TCGA-IB-A5SP 77 0 NA 482 pancreas stage iia t3 n0 m0 26-3-2015 male 2011 yes pancreas-adenocarcinoma ductal type yes NA NA r1 0 white NA 330.38.0 2 3 1 1 2 1 2 1 3 1 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 4 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 2 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.878197e-06 1.109666e-06 9.6567107 1.8292407 2.4813248 NA 6.4731099 11.7769958 6.3347828 NA 7.1868066 7.9347889 10.4460659 3.4813248 11.0084527 11.5542409 10.7391475 9.3176686 9.7983326 9.3561729 11.3316601 5.0879889 11.4368490 1.3438058 10.9822636 7.2067751 9.4575699 9.2614981 1.3438058 11.2191163 -0.9782360 10.2416731 2.3438342 8.0020392 2.3438342 9.5177546 8.4669146 7.3211073 0.6068212 8.2792874 2.9287872 3.6657566 8.2579139 15.9508111 8.4120685 8.4334106 8.7309833 10.5001636 8.9030136 14.3856921 9.3291005 -0.9782360 4.4481675 8.4168338 14.9494229 8.5454615 8.8953438 3.1918311 10.9159594 NA 10.4586112 8.0987154 7.6801112 NA 1.0219061 7.7464135 1.3438058 8.3550550 5.2313518 9.8492423 0.6068212 6.2792874 8.7031381 7.6872357 7.8829866 9.1067079 13.4603666 3.5454619 11.4031721 8.6836775 5.0879889 15.4006686 10.2246357 6.5375989 6.8316353 10.1773503 4.6657566 2.6068686 NA 8.6236705 9.6530767 6.6801105 8.3073019 9.6738482 5.3794511 14.5716842 8.7101500 11.0204900 9.6539860 12.4312905 10.2828191 8.2626911 6.2018083 5.9287896 10.7746064 10.4782540 9.4099168 NA 12.1362926 11.8028494 10.5520766 10.4930871 11.5858108 10.9963142 8.7933890 8.1199314 6.6872357 8.9392715 12.6348832 9.8146898 NA -0.9782360 6.3073010 11.7817877 11.2258593 13.1965132 6.2215717 5.0219016 9.4544414 6.1320956 7.4689832 9.8801449 9.7950388 11.7884285 5.6943258 10.5395690 9.1537565 2.4813248 1.6068686 12.0754861 3.5454619 3.1918311 9.8798806 12.1093624 2.3438342 9.4523520 5.4976315 9.9811771 4.5454619 8.7684139 10.2011866 11.3982963 9.6199522 10.3516959 1.6068686 6.7223390 9.2067748 7.9790015 11.2872216 -0.5666132 10.9662456 11.5044555 10.1343390 4.3794546 7.9905663 6.4481642 -0.1149300 -0.1095100 -0.1095100 0.1613000 -0.1057900 -0.1057900 -0.4609900 -0.6089900 0.2009800 0.2116100 0.2116100 0.2078900 -0.6308300 -0.6050200 -0.6002200 0.0384890 -0.1913900 -0.6198700 -0.2807300 0.1881300 0.0915580 0.1087700 0.1826800 -0.0969680 -0.0969680 -0.1149300 -0.1149300 0.1613000 -0.1057900 -0.4609900 -0.4609900 -0.4609900 0.2202200 -0.6089900 -0.6089900 -0.6115500 -0.0384420 0.2116100 -0.6308300 0.1256400 0.1885900 0.1885900 0.1954200 -0.6050200 0.0683780 0.0384890 0.0137720 -0.0140460 -0.0084385 -0.1732200 0.1610000 -0.6198700 -0.6146000 0.2036600 -0.6437700 0.0915580 0.1087700 -0.6059300 -0.6089400 -0.6089400 -0.0969680 -0.0969680 0.189 0.189 0.196 0.196 -0.600 0.000 0.000 0.000 -0.173 0.148 0.148 -0.620 -0.620 -0.464 -0.644 0.000 0.000 -0.110 -0.110 0.183 0.183 -0.606 -0.632 0.128 0.128 -0.106 -0.106 -0.461 -0.461 0.220 0.220 -0.609 -0.609 0.201 0.000 0.212 0.212 -0.505 0.126 0.000 0.000 0.189 0.189 0.196 0.196 -0.600 0.000 0.000 0.000 -0.173 0.148 0.148 -0.620 -0.620 -0.464 -0.644 0.000 0.000 -0.110 -0.110 0.183 0.183 -0.606 -0.632 0.128 0.128 -0.106 -0.106 -0.461 -0.461 0.220 0.220 -0.609 -0.609 0.201 0.000 0.212 0.212 -0.505 0.126 0.000 0.000 8.7223393 11.5432546 9.4045236 11.3099005 10.0594465 8.6818955 9.8436736 5.9760955 9.7472659 9.5067225 9.6836777 9.9392717 13.1226440 12.7666283 8.6421192 7.7599920 4.4142167 9.4874661 8.9570646 9.6476084 11.9197469 12.2472576 11.1359672 8.0247147 8.6087394 9.5415357 8.7966866 10.4691739 12.6395966 9.4761988 8.4710484 7.6329247 4.1918232 15.4006686 10.9548525 2.6068686 3.7223349 10.4859347 NA 10.7838663 10.5950734 7.6476081 11.2061551 7.7599920 10.1271533 8.4291674 10.4910326 12.4113965 5.5296929 0.6068212 10.5474204 13.2093290 11.0067666 10.3542215 10.2061550 10.5557160 8.3604354 10.59649308 11.54325464 12.24966592 12.82613145 2.72233486 2.48132478 11.00845271 9.03172822 8.28399444 11.30990046 10.39530856 3.66575658 8.51775441 8.80653448 8.51775441 6.64395140 11.43261591 7.52842520 7.12518717 8.04980554 8.95853764 10.71582209 9.74726587 9.16528288 8.48746585 10.82239508 9.64211940 7.62181233 8.23621850 12.47992162 9.87754672 7.95559005 9.68367768 10.32453848 NA 9.06394185 10.80898589 9.85478955 7.38384337 1.34380575 11.45287476 9.94150779 9.88608567 7.52969447 13.94889043 8.00489291 11.77114051 9.73012127 7.64760808 4.41421673 6.56191110 10.29860562 8.95706459 5.81631554 8.99394603 8.75660936 8.19931899 9.33818103 5.63661012 10.29219496 10.26745223 9.13932188 8.71712803 6.80325933 4.23135560 NA NA 9.77678700 12.24725765 8.60873940 NA 6.15118300 3.54546185 8.32339574 6.54546185 7.75321876 11.65421323 NA 12.19760506 4.51374970 10.35225634 1.60686858 10.46917393 11.90282229 8.51975143 10.66710764 9.47619879 NA 11.29540380 10.61902099 10.88492426 8.68367751 9.33251237 5.73614483 4.02189720 13.52261700 10.18366131 9.26269083 11.12833168 10.47928049 7.84207875 6.54546185 11.17513490 10.35561395 11.22126520 NA 6.11993090 4.41421673 NA 2.72233486 8.13564157 9.65398595 11.22402339 9.04378166 9.82441592 NA 9.55425557 11.20615510 7.75999201 8.91368320 12.82441594 9.97972714 7.74641355 8.84367362 10.76631299 10.99631417 9.70137959 10.04496084 5.48133124 8.93927154 1.02190608 12.63488323 10.69520863 12.47040310 10.54350004 12.41139648 9.01342150 11.07412795 9.63568910 9.88014490 11.69454590 7.27928742 10.86778159 8.87676802 11.16592042 0.02190608 9.87442905 10.87364858 10.45965169 NA 0.02190608 7.75660903 8.22103217 6.44816422 8.38164893 11.36005377 9.18806260 -0.97823603 9.65216666 9.02415204 10.20615504 NA 6.34382707 8.40127804 11.29511240 10.77176899 6.37945115 8.46484304 9.19682537 TCGA-IB-A5SQ 56 1 219 NA pancreas stage ib t2 n0 m0 26-3-2015 female 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 330.38.0 1 4 1 3 3 3 4 3 2 3 2 0 0 0 0 0 0 0 0 5 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 5 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 1.919817e-06 6.121155e-07 9.93923966 2.14120388 6.25669556 NA 7.99919897 14.82691579 6.46314669 3.92548679 6.20011196 7.65779361 10.66826045 4.97129523 10.89907092 11.51834413 11.09250267 9.53544239 9.03468811 9.61605052 12.46327127 4.90203015 11.32966944 2.14120388 10.95071816 8.76895444 10.37483768 6.51818733 5.21921887 9.72199991 -1.02885195 9.67173265 3.05874941 9.84396783 4.75265227 9.68553847 9.04944372 8.51432468 -0.02870477 8.30891463 0.97129523 4.05875807 9.13996517 15.73072606 7.76895444 4.75265227 9.75510973 9.78507413 11.26159986 15.54528030 9.09023392 1.55625773 6.88418273 8.37089137 14.27296776 8.10638653 9.79226956 2.67172363 10.34470191 NA 6.17096457 8.20251420 9.17464086 1.55625773 3.55625773 8.06405021 4.10057404 8.47113868 1.77862913 9.98670801 NA 7.49485478 8.94427282 9.48205708 10.35229508 8.43889870 9.84319811 4.52588095 12.26978518 8.80576386 5.97129293 13.66085420 10.76854917 5.67173212 7.47257306 10.18864485 9.19288013 2.29322332 -1.02885195 9.20131334 9.57491930 8.28870554 7.65428731 9.46114094 7.56000795 14.48646917 11.50996691 10.93238087 9.75837930 11.50851135 10.84473707 8.50462278 5.97129293 5.77864752 10.98777050 10.07981742 9.60156003 0.55620867 8.94714100 12.40982493 10.50295221 10.33634130 10.42404900 11.20880169 9.25785075 8.58600282 4.99366078 8.32223193 12.52552203 9.82927400 NA 2.97129523 6.63662897 12.13368428 10.93851921 13.04384429 8.38703463 5.60065036 9.93129494 6.58202302 7.64724974 10.47771952 10.09476772 11.72450972 6.84165743 8.96139702 9.55249350 3.49485079 5.52588095 11.46063917 3.14122023 3.49485079 11.02793066 11.82752392 -1.02885195 9.74525633 6.77413210 10.59013724 6.64371768 8.32223193 9.78747671 11.30500737 9.34415807 10.29265742 -0.02870477 7.43072434 9.20611034 7.76895444 10.18318129 1.30474466 11.34524561 11.31752963 10.26131184 4.29322332 7.97691749 6.00471486 0.03866700 0.03866700 0.23198000 0.00711930 -0.04695300 -0.04695300 0.00267230 -0.03227800 0.02444500 0.08136000 0.08136000 0.08136000 -0.02023900 -0.00148780 -0.07245000 -0.07245000 -0.00204180 0.00000000 0.00000000 -0.13118000 0.00072987 0.00072987 -0.00040563 -0.00854010 -0.00854010 0.03866700 0.03866700 0.00711930 -0.04695300 0.00267230 0.00267230 0.00267230 0.00295000 -0.03227800 -0.03227800 -0.03227800 0.02444500 0.08136000 -0.02023900 -0.02023900 -0.10693000 0.00725850 -0.05033500 -0.00148780 -0.07245000 -0.07245000 -0.07245000 -0.04139500 0.01408800 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9.08893608 7.97972185 5.01568489 13.66085420 11.83489850 5.03738222 3.87818582 10.33870775 -0.02870477 10.66956355 11.03939944 8.56188018 11.22602636 7.72012316 10.73906364 10.31780670 10.98217070 12.23998114 4.32884364 0.55620867 11.07851004 13.42636326 10.74479895 10.41872746 10.38861803 9.54683216 9.83820868 11.38756271 10.59882688 12.05344200 11.51722273 2.29322332 6.20011196 10.89907092 9.21446703 8.85698942 10.70557917 10.73906364 5.89015725 7.05344155 8.47313018 9.01841691 6.80418266 11.87310262 7.87701106 7.58231739 9.18074636 8.43685934 9.79545608 8.87366804 8.80734333 10.72409173 11.20161365 10.21625138 8.00195983 9.50948188 13.36199933 9.94499033 8.24741726 9.69751113 11.62458589 1.29319389 8.28458400 11.09347382 10.30108928 8.88717247 2.14120388 10.51674010 9.87442168 10.44195182 8.10314983 13.43838899 7.89015603 12.65198212 10.17586413 8.73782194 8.76082671 7.31114251 7.84780967 7.84165743 5.12104027 9.11442091 10.10571932 6.47908825 11.94642442 7.21922081 9.33870764 10.36092432 9.86913837 8.44688438 7.89015603 6.00471486 3.61514553 NA 9.43991709 10.89795955 7.66129071 -0.02870477 6.81678272 6.60064888 9.72784934 8.79784145 8.78507413 9.99018851 8.29322102 11.87611570 7.00471598 9.19408779 0.97129523 10.53655214 11.48797792 9.50559583 10.33925365 11.36843274 0.97129523 11.44930410 10.81795863 11.01500379 8.80576386 9.98391749 4.85393578 4.69921291 13.43966244 10.16543414 10.66608612 11.13423179 10.89833013 10.13053363 7.57862328 10.90092121 10.20670891 10.65165251 -1.02885195 7.48304587 5.72618000 -0.02870477 NA 5.18074462 9.75837930 10.83895783 11.50904521 10.25553874 NA 10.67043160 11.22602636 7.72012316 8.79942928 12.78637599 9.75756252 9.70938525 6.82304236 11.75101232 10.98601088 9.80655381 10.08242864 5.07981755 8.32223193 NA 12.52552203 9.98321909 12.45271400 10.37430497 12.23998114 10.23632184 11.55860166 5.41423703 10.47771952 11.48576044 9.51142099 10.46814676 9.51915147 10.30332949 -0.02870477 10.53353541 10.86041660 9.31669810 4.64371768 -0.02870477 8.98252020 8.71334974 2.29322332 11.11212272 9.90794563 9.57213497 1.77862913 9.71275998 8.41742513 10.38861803 -1.02885195 7.77219315 8.07195515 11.37030380 10.67129912 6.20969704 8.83702613 9.88043606 TCGA-IB-A5SS 64 1 460 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes 20 1991 r0 5 white not hispanic or latino 330.38.0 2 3 4 6 1 2 1 1 1 1 0 0 0 0 0 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2 0 2 0 0 0 0 7 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 2.531427e-06 5.548332e-07 9.7710061 0.6023619 7.0494173 0.6023619 7.8620769 15.6766636 4.7722605 -1.3978282 6.0285979 7.0981890 10.5062157 2.9946521 10.7937017 11.8226971 11.0340926 9.8172601 9.6664030 9.0191314 12.6737963 1.4096896 11.6670767 4.2461876 10.7039814 8.7622053 10.2425788 8.3010384 2.7722657 6.5271470 2.4096896 9.4649712 0.1872610 10.2515901 3.2461952 9.7322609 9.2641120 8.3027737 NA 7.5092247 3.6467272 4.6247034 9.8917766 15.2815666 7.4225131 8.5182133 8.8714605 10.2335110 11.9949197 14.4567397 8.9609851 NA 1.1873244 7.7306121 14.5933685 7.8239213 9.7803762 1.4096896 10.7059496 -0.3976381 4.5796146 7.9510620 8.8912001 -0.3976381 4.0617676 7.8431252 3.1258990 8.7134697 0.9242519 10.4895546 NA 9.1001858 9.2782910 8.6149586 9.4757780 8.4819173 11.9108152 5.3705165 12.3501073 8.5594360 6.3438004 12.4480200 9.9152169 6.4032336 7.6368856 10.6398809 4.7921578 -0.3976381 NA 9.3672055 9.8679490 6.2818132 7.5507014 10.3238603 5.6684227 15.0342722 10.1312763 11.0452774 10.0249244 11.6046216 10.4181175 8.0306942 5.2461914 5.5565306 10.5479972 9.5543471 9.6392219 -0.3976381 9.8888916 11.8845536 10.1432755 10.3432488 10.6861456 11.0561190 9.0719758 8.0556046 5.5448470 8.4225131 12.4932631 9.6030382 NA 2.7722657 7.0327863 12.2618839 10.4257012 13.0044133 8.4112983 7.1180337 9.4517390 6.6406498 7.7367604 10.1864555 10.7697521 11.5141004 6.0285979 8.7082424 9.3688628 3.2461952 0.9242519 11.4979092 1.1873244 3.3572282 11.0989381 13.2843409 7.8287458 10.0228205 6.9377246 10.3127099 4.4603166 8.5374991 9.9083956 11.1217245 9.4925983 10.3255682 3.7722552 7.7056220 9.4470396 8.2424163 10.1380953 0.8803329 11.1887046 11.2714404 9.8032325 4.3572212 8.4757780 6.5211968 -0.4416700 0.0178000 0.0178000 0.0062481 0.0143300 0.0143300 0.4051100 -0.4499700 0.0210430 -0.0020784 -0.0020784 0.4452800 -0.0013858 0.0130740 0.0130740 1.3159000 0.0000000 -0.4588600 0.0075303 -0.4552200 -0.4374500 1.2432000 -0.0121620 -0.0746780 -0.0746780 -0.0076101 -0.4416700 0.0083351 0.0143300 0.0132680 0.0263730 0.0057466 0.0095883 -0.4499700 -0.4499700 -0.4499700 0.0210430 -0.0020784 -0.4473900 -0.0013858 -0.0154660 0.3986100 0.0000000 0.0130740 0.0130740 -0.4390800 -0.4684400 -0.4339800 0.0058309 0.0000000 -0.0179410 -0.4588600 0.0098669 -0.4552200 -0.4552200 -0.4374500 -0.4330100 -0.4476400 -0.0109220 -0.0109220 -0.0746780 -0.0746780 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 0.000 0.000 0.000 0.000 -0.459 0.000 -0.455 -0.455 0.000 0.000 -0.434 0.000 0.000 0.000 -0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 -0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.434 0.000 0.000 0.000 0.000 -0.459 0.000 -0.455 -0.455 0.000 0.000 -0.434 0.000 0.000 0.000 -0.448 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.450 -0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.9881963 10.7319389 10.0010777 10.9307284 10.2747592 9.4842127 6.6079590 7.1797628 9.5137258 9.6931079 9.9152169 10.3463268 12.0853939 12.8052230 9.6650546 9.4603150 3.1872927 11.5099757 7.8215023 10.1195112 12.1295262 11.5608866 10.7656691 11.1422197 8.5301117 10.4761625 8.9220060 10.8126461 13.2052067 10.8230146 8.0699395 8.2225539 3.1872927 12.4480200 12.5374990 3.7722552 2.8502594 11.3914600 NA 10.0364408 10.9981358 9.2335109 11.8873026 7.5995134 10.4391733 9.5167190 10.5477777 12.1734940 1.9242519 -0.3976381 11.6769772 13.1207412 11.5498668 10.5540995 10.8127008 10.2988669 10.0591657 11.4052541 10.7319389 12.1213558 10.9363278 2.1872927 -0.3976381 10.7937017 9.1130980 8.4493913 10.9307284 10.6814854 4.6023322 6.0535458 8.0961896 9.0811036 6.8737972 11.2257582 8.1976659 7.3605574 6.5211968 8.8431252 10.2932049 9.5137258 9.1170480 10.0473488 11.2500172 9.6904597 8.2059604 8.8561815 13.5332560 9.6065544 8.4272927 9.9152169 11.4219143 2.5092144 8.7388509 10.6163544 9.5788980 8.9129468 0.9242519 11.0186036 10.0201864 10.9903512 7.4446845 14.5147321 7.3505264 13.4038907 10.3738234 7.9751991 3.1872927 7.2022463 8.2958208 7.8215023 4.5565275 9.2814356 10.0390454 8.5910185 11.2200310 8.1910484 8.9849578 10.4925982 9.9101039 8.4834478 10.2371449 6.2316897 4.7108560 1.4096896 9.5463138 11.5608866 8.5301117 NA 5.9332516 4.3836905 9.6453612 8.0452775 7.5448485 10.1664834 0.9242519 12.1823569 1.7722657 9.6385076 -0.3976381 10.8126461 11.0828717 8.8166531 10.3943107 10.8230146 -1.3978282 12.7846507 10.5249184 10.7264552 8.5594360 10.0694299 4.3302572 2.8502594 13.4933581 9.9248254 10.0633016 11.3275404 11.0013448 10.2082763 7.1985236 11.5433815 10.2416747 11.1182801 NA 6.2461895 4.1258990 NA 5.5211984 7.3096928 10.0249244 11.2048008 11.6497015 10.1802348 NA 9.7964751 11.8873026 7.5995134 8.6302398 12.2598757 10.3212949 10.0000086 7.7872091 11.5315923 10.6888019 10.3127099 9.5695602 6.1021794 8.4225131 5.3165802 12.4932631 10.4036381 12.5594360 10.5810443 12.1734940 10.0896716 11.2239280 8.2623298 10.1864555 11.8515956 9.4587595 9.7374018 9.9427404 10.3857414 NA 10.8419325 10.5899532 10.3264214 3.3572282 NA 8.9072557 8.2299224 -1.3978282 9.4533021 10.1241110 9.6851482 5.7212742 9.3762973 8.8900116 10.8127008 1.6023143 6.7264552 6.9642773 11.8029261 10.5152233 5.7722578 8.1702901 9.9360484 TCGA-IB-A5ST 64 0 NA 635 pancreas stage iib t3 n1 m0 26-3-2015 female 2012 NA pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 330.38.0 1 4 2 2 1 2 3 1 2 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 5 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 5 0 0 0 0 0 0 0 0 0 2 0 0 0 0 2.219333e-06 7.975728e-07 10.0825699 3.8927407 6.0720693 0.3902274 8.2315471 14.5380064 6.5601708 4.8276514 5.8496766 7.9901579 10.5259543 7.5899178 11.5059390 10.6552661 11.3794030 9.8551310 8.0244510 9.9556644 12.0173229 6.9138073 11.3567505 -1.1946250 10.6346089 8.4089088 10.1523503 6.7121734 6.8605656 8.1803219 1.1272371 9.3337366 6.4419067 9.6733335 2.2647166 9.9111911 8.4652782 8.1954514 1.3902274 8.2810161 1.9751899 4.2315476 10.8673287 15.6224786 8.3751381 7.5091859 9.8428294 9.7315785 12.5653787 14.1067073 9.4355496 NA 3.0532156 8.9578717 14.2270844 7.9016815 9.8165098 4.1628384 10.6752619 -1.1946250 8.2544311 8.7091645 9.1249546 1.8052925 4.3598725 7.9006797 4.3288436 8.7768261 4.0906841 9.7463301 1.9751899 9.9783349 8.9242237 9.5263817 9.4209123 8.7136752 9.8814300 4.8276514 12.2455029 8.7300951 5.9851907 13.4712846 9.7674555 6.4419067 8.4327983 10.8910869 3.1975981 5.6879257 -0.1947901 9.2178523 9.9261683 8.6350052 7.9926348 9.3041318 4.7594808 14.4359194 10.4996404 10.6710158 10.0208155 11.9247100 10.8102052 8.0292845 10.8659785 4.6632649 11.1103724 9.9013388 9.5340534 -0.1947901 11.6993424 12.1967947 10.9460676 10.3444801 10.2310230 11.3589118 9.0814070 9.0208155 5.4491387 8.5882806 12.9278679 9.7069036 NA 3.9345637 6.9033143 12.2666341 11.1359194 13.3751975 9.1484682 8.1294628 9.8503595 6.7819327 7.7681784 10.1357961 9.3675251 11.5749138 9.0896441 9.4051953 9.5022500 5.6756466 1.9751899 11.7052059 7.5195278 2.7121775 10.3046301 12.7459632 -0.1947901 9.3598714 6.9392466 10.2487441 3.1272040 8.4273342 9.4319041 11.2173231 9.2241894 10.2820288 -0.1947901 6.7360203 9.2157339 8.1429045 10.5829488 -0.8727629 11.0941486 11.2890983 10.3986737 5.3130789 8.4634941 6.3598708 0.03688600 0.03688600 0.03688600 0.01838300 -0.03905400 0.01265500 0.00722170 0.01720000 0.00263570 -0.02867200 -0.02867200 0.02721600 -0.03135900 -0.02944800 -0.02944800 -0.00929420 -0.00138580 -0.03013100 -0.03013100 -0.02479800 0.01558700 0.01558700 0.03651200 0.00319100 0.00319100 0.03688600 0.03688600 -0.00904840 -0.03905400 0.00722170 0.00722170 -0.03857800 -0.00027724 0.01720000 0.01720000 0.01720000 0.00263570 -0.02867200 -0.03135900 -0.02751300 0.00000000 0.00000000 -0.00373950 -0.02944800 -0.02944800 -0.00929420 -0.00929420 0.01748600 -0.04129500 -0.05390500 0.01572700 -0.03013100 -0.03013100 -0.02479800 -0.02479800 0.01558700 0.01558700 0.01377200 -0.00387790 -0.00387790 0.00319100 0.00319100 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.5229590 10.7174234 10.2744155 10.5182394 10.4741675 9.2146734 8.7463302 7.5195278 9.3110941 9.7323197 9.8088004 10.7911245 12.5050719 11.7543797 9.2901055 9.4935329 2.8927407 11.3565101 8.6539055 9.7196677 11.5255845 11.4893736 10.9531234 10.1016253 7.9926348 10.4084452 8.8193029 10.6608480 13.5506943 10.2220800 9.7382355 7.7061492 3.0532156 13.4712846 12.1147589 4.4777097 6.1090638 10.5915522 NA 9.4970261 11.3827113 9.3874246 11.1286188 8.0720688 10.7652844 11.8257417 10.9502594 12.6501844 6.8605656 0.8052925 10.7879197 13.5885878 11.6780517 10.8872219 10.2642018 9.9294039 9.3772248 11.3646596 10.7174234 11.8047541 12.1761062 2.8052925 2.9752083 11.5059390 9.1158952 8.5039871 10.5182394 10.7349109 8.2890981 8.5767719 8.5734669 8.4236681 6.8767453 12.5555708 7.0741286 7.8052828 7.1716052 8.4089088 9.9505779 9.3110941 8.6397535 10.7080345 10.8527473 10.4576794 8.5399920 9.0918402 12.8771638 10.1090633 8.4617074 9.8088004 11.4677284 -1.1946250 8.1600388 11.0603111 10.1198658 8.6771879 1.9751899 10.6242641 10.0031135 10.1911450 7.7825626 13.6431568 7.4346391 11.7585696 10.0685518 8.7982210 2.8927407 7.9754078 7.0532102 8.6539055 5.5601708 9.4331811 11.0034206 7.2850628 11.0484565 7.2018877 9.1473573 10.2141430 9.9752076 7.5467494 4.0906841 6.0341012 5.3444415 NA 8.7448617 11.4893736 7.9926348 NA 6.5057226 8.8387057 9.8290369 7.9190248 8.5399920 9.7975129 3.0532156 11.6748764 0.3902274 9.2931226 1.6126356 10.6608480 11.0609013 9.3209824 10.6350053 10.2220800 2.2647166 10.8140613 10.6025387 11.0967410 8.7300951 9.7263796 6.8605656 3.6632649 13.5211373 10.1333964 11.0344018 11.4576996 10.9858133 10.4158460 6.3977397 10.8820981 10.3204895 10.9660994 2.1272040 8.2399107 5.5601708 NA NA 7.7151754 10.0208155 10.9524875 11.6950907 10.8404253 NA 11.1345183 11.1286188 8.0720688 8.7091645 12.4826718 9.9390670 9.3386123 8.1737891 11.4807986 11.1916840 9.9013388 10.1562218 6.8331886 8.5882806 5.3130789 12.9278679 10.4107620 12.0825699 10.7057720 12.6501844 10.3492810 10.8452297 4.1628384 10.1357961 11.0964532 9.2779734 10.2590677 9.4590233 10.9963418 1.6126356 10.5272361 11.0132120 9.2810159 10.8455722 6.1361996 8.8794240 9.0806971 0.8052925 11.2064287 10.8108088 9.5357526 4.0532069 10.0679647 8.7627621 10.2642018 1.1272371 7.7181719 7.5332028 11.5478025 10.6106234 6.7061492 8.0268698 9.9098812 TCGA-IB-A6UF 63 0 NA 666 pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 40 1973 r1 7 white not hispanic or latino 349.38.0 2 1 3 4 2 1 2 1 1 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 0 0 0 4 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 0 0 0 0 0 0 0 2 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.420639e-06 8.068796e-07 9.73043430 -1.05349370 3.40604680 NA 7.61195358 12.53462937 7.27753476 -1.05349370 8.45044339 8.15850568 10.23375268 4.61904319 10.54699504 11.66365772 11.16427234 10.17663793 8.06815109 9.33571102 11.03540576 1.53156861 12.02059169 0.53156861 10.46821795 7.64358494 9.72797728 4.15607296 1.53156861 12.79142136 -1.05349370 8.69648701 3.11654774 8.36447000 2.53156861 9.20046512 9.35494731 8.41625919 NA 8.27304679 0.53156861 5.79210831 8.19454511 15.05636658 8.20871233 6.75397217 9.37811513 10.86510812 8.70650569 15.09604712 9.03275381 NA 4.23201600 7.94450241 13.63010565 8.08245512 9.26516025 5.01270722 11.44969786 NA 5.45441281 8.39576632 8.64184584 4.15607296 -1.05349370 7.81095844 2.94661858 8.59587360 6.16578535 10.70108748 NA 5.88913278 8.60482895 7.21808076 8.41218409 8.59047365 12.43796960 6.04464985 12.37130873 9.74670846 6.45441281 15.49141598 9.62873423 6.79836682 7.87889145 10.37759274 6.17543678 1.26855416 -1.05349370 8.82006150 9.75477729 6.99101157 8.47604828 9.77634025 4.43847251 15.15000378 9.51837010 11.39447561 9.93813933 11.76859077 10.81582580 7.68471005 7.24123862 5.47017891 10.79972044 9.72222778 9.82268172 NA 12.02676884 12.42209765 10.61721628 10.52838300 10.71769424 11.80906116 9.00596189 8.41422308 6.07590053 8.52404643 13.14552293 9.69564886 -0.05334399 2.64706118 7.03408032 12.71666194 11.00427090 13.16593734 6.82313410 5.33893422 9.06296140 6.26917718 7.81080360 10.15647297 10.51694766 11.04036521 5.60483044 9.88399128 8.76360113 5.26854668 -1.05349370 11.80498715 1.75398955 1.75398955 10.21924731 12.60226005 1.26855416 9.47994736 8.46912040 9.41218388 5.72797762 8.96759748 10.02876652 11.54047549 9.33247992 10.25723036 -0.05334399 7.01807997 9.86622584 7.58324226 10.34642952 NA 10.98244761 11.55533437 10.48286472 5.43846918 7.80459829 6.99646558 0.01653500 0.01978300 0.57558000 -0.00843850 0.00124810 0.00680440 0.00013887 -0.57591000 0.01572700 -0.58314000 -0.58314000 0.54612000 -0.01670400 0.59134000 -0.57110000 0.02384700 0.02174400 -0.53906000 -0.53906000 -0.60284000 -0.49996000 0.03552400 -0.56545000 -0.08505900 -0.10684000 0.04641700 -0.53510000 -0.00843850 -0.00594520 0.00013887 -0.00289650 -0.04658300 0.00000000 -0.57091000 -0.57091000 -0.57591000 0.00402430 -0.58314000 -0.87463000 -0.01670400 0.02118300 0.02118300 0.01000600 -0.54653000 0.02384700 0.02384700 0.02384700 -0.01780300 0.01656500 0.01058800 0.03228100 -0.53531000 -0.53906000 -0.59341000 -0.58696000 -0.49996000 0.03552400 -1.11420000 -0.55597000 -0.55597000 -0.08505900 -0.08505900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.539 -0.539 -0.601 -0.601 -0.500 0.000 0.000 0.556 -0.565 0.548 -0.555 -0.556 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.576 -0.576 0.000 0.000 0.006 0.589 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.539 -0.539 -0.601 -0.601 -0.500 0.000 0.000 0.556 -0.565 0.548 -0.555 -0.556 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.576 -0.576 0.000 0.000 0.006 0.589 0.000 0.000 0.000 0.000 10.42690282 11.16820464 10.46231740 10.72756731 11.51837019 9.58957175 6.92961112 5.40605020 9.48674554 10.42589260 9.71562881 10.11716853 13.10822184 12.12528237 9.21106015 8.04727990 2.53156861 10.04135498 10.33247992 9.89279278 12.54331395 11.11935754 10.93281511 11.06685542 8.86697040 10.87217197 8.42235075 10.43663607 14.47073068 10.14567631 10.05840525 8.89644412 3.99100930 15.49141598 11.53556637 3.33893779 2.64706118 10.61017563 NA 11.18681257 12.00342455 8.98690720 11.75759077 7.99374172 10.79406644 8.11654255 11.03042927 12.92300266 5.60483044 -0.05334399 9.82849624 13.66616678 11.71314023 10.35319988 10.39834385 9.91528426 9.37734178 10.90408235 11.16820464 11.82159890 10.86062889 0.94658116 3.33893779 10.54699504 8.91672354 8.79992721 10.72756731 11.06426064 6.82313410 6.20400569 8.28869216 8.72305063 7.28646720 12.24224298 7.37027938 7.41014179 7.08616914 9.21223251 10.51073846 9.48674554 9.37915935 8.99101157 11.49471696 9.54280728 9.14260489 5.76679655 12.51825169 10.43746839 8.12901197 9.71562881 10.79367491 0.94658116 10.91042755 10.70816878 10.29645167 9.28312401 -0.05334399 10.80343210 10.07525638 9.71893215 7.72469461 13.18106077 7.90951331 12.53099288 10.54838836 8.68132733 2.53156861 7.25450145 9.44347135 10.33247992 6.36447088 9.66373705 9.32165689 8.08616914 12.26586627 6.62609741 8.66257937 10.58595824 9.78378026 7.62468947 10.36079541 7.50885962 3.80460087 NA 10.09636465 11.11935754 8.86697040 NA 6.76039928 3.03407482 8.24353390 7.26403061 8.00731325 9.95083799 6.14629067 12.29229997 0.94658116 9.92747117 3.19454413 10.43663607 10.97314099 8.73940799 10.56132738 10.14567631 NA 12.38566922 10.06750333 11.18053671 9.74670846 9.80148592 3.53158108 3.47018542 13.93450326 9.98004059 10.42639780 11.26323281 10.94767383 9.39576610 5.71480050 11.01438800 10.46182453 11.05807928 NA 6.75397217 4.40604680 NA -1.05349370 8.64532230 9.93813933 10.75356986 10.50103851 10.53251899 -0.05334399 10.81852274 11.75759077 7.99374172 9.36552436 13.01841505 9.72469461 7.75718930 8.99782643 10.78424549 11.01034963 10.33409637 9.91456422 5.94661858 8.52404643 8.64807998 13.14552293 10.65785434 12.91609399 10.66172155 12.92300266 9.21106015 10.77117853 10.38956100 10.15647297 11.21164645 8.28200790 10.32599594 8.93245956 10.02209673 -1.05349370 10.62565771 10.29810898 10.41676798 -1.05349370 0.53156861 8.81698234 8.49121496 0.53156861 9.94802579 11.21283601 9.54745966 1.26855416 10.03606795 8.88766509 10.39834385 -1.05349370 7.14137454 8.15363208 11.93796222 10.85087582 6.06555939 8.33678637 9.85200461 TCGA-IB-A6UG 65 1 41 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes 33.75 1968 r1 16 white not hispanic or latino 349.38.0 3 1 NA NA 2 1 2 2 3 2 0 0 4 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 5 5 0 0 0 0 0 0 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 7 0 0 0 0 0 0 2 0 4 2 0 6 0 0 0 0 0 0 3 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.606416e-06 1.525791e-06 9.6220687 -0.8975434 5.9353230 0.1024566 6.1247996 12.7454993 7.9820159 0.6874191 8.0212954 8.5842320 9.8722703 6.0566290 11.1286099 11.0799734 11.2004644 9.7624282 9.2057202 9.0580821 10.5086373 3.4947484 11.9420298 0.1024566 10.9045448 7.2057200 9.8631524 9.0667732 5.7889336 13.8353417 NA 9.8464251 3.1898878 9.1938678 2.2723517 9.4500538 8.7116112 8.1413516 -0.8975434 8.0272447 1.1024566 6.5118238 8.8639669 16.3312886 8.0566285 6.7606441 9.4187139 10.2083408 10.5155313 14.1662908 9.0939541 NA 4.9850768 7.3475098 12.8731995 8.6259944 9.8747469 3.2723517 10.0875557 NA 4.8573192 8.0302103 9.0361230 6.8506257 1.4243847 7.3550973 3.0093293 8.3762279 4.4599824 10.2667108 1.1024566 8.7516887 8.4445068 7.9447829 8.2572506 8.5842320 12.1057746 1.1024566 11.8541856 8.8935952 6.3312502 13.6481812 9.7253993 6.8573204 8.3645505 10.4204102 10.7539326 2.1024230 0.1024566 9.2161745 9.0868509 7.2521791 7.7889330 10.0580823 5.0331675 15.7848372 9.2984196 11.1974997 10.2854473 11.4495000 10.7143793 8.1080571 8.0302103 5.1898957 11.2740751 9.9666185 9.5098807 -0.8975434 15.7921437 11.9492939 10.8201859 10.5090678 11.0253883 11.9520329 9.0153217 8.1577148 5.1247996 9.5139433 12.9781817 10.2213734 -0.8975434 3.4947484 7.4643758 11.7297382 10.4039285 13.2910212 7.3550973 3.8028756 10.3907216 6.2029897 7.5781658 10.4915258 11.5980376 10.9681656 7.0331697 9.3539147 9.7208178 5.9479233 2.4243578 12.0582639 -0.8975434 2.6873967 12.3714129 12.7129958 NA 10.8282246 7.6181322 10.4780148 5.0566269 8.2161745 9.3878345 11.3127993 8.6551013 10.1779114 1.1024566 7.2971896 8.8506251 7.9850751 10.7954836 -0.5414080 11.0375974 12.3463501 10.7358818 5.1468263 8.1792478 6.2213725 -0.16064000 0.24668000 0.24668000 0.00000000 0.15412000 0.15412000 -0.02370300 -0.18861000 0.18722000 0.15203000 0.15203000 0.56881000 -0.00684130 0.13480000 0.13480000 0.13480000 0.00319100 -0.01858500 -0.01858500 1.84050000 -0.14990000 0.25230000 -0.00498440 -0.33272000 0.30218000 -0.16064000 -0.16064000 0.00000000 0.15412000 -0.02370300 -0.02370300 -0.02370300 -0.18609000 -0.18861000 -0.18861000 -0.19187000 0.18722000 -0.19737000 -0.00684130 -0.00684130 -0.18081000 0.14741000 0.24420000 0.13480000 0.13480000 0.13480000 0.13480000 -0.01725400 0.15846000 0.00319100 0.00013863 -0.01858500 -0.01858500 -0.03190500 -0.20299000 -0.14990000 0.25230000 -0.18509000 -0.37606000 -0.37606000 -0.33272000 0.28098000 -0.041 0.140 0.244 0.244 0.135 0.135 0.000 0.158 0.000 0.000 0.000 0.000 0.000 0.000 -0.171 -0.150 0.102 0.086 0.247 0.000 0.000 -0.185 0.000 0.000 0.000 0.154 0.154 0.000 0.000 0.170 -0.016 -0.192 -0.192 0.187 0.187 0.371 0.569 0.000 0.000 -0.312 -0.031 -0.041 0.140 0.244 0.244 0.135 0.135 0.000 0.158 0.000 0.000 0.000 0.000 0.000 0.000 -0.171 -0.150 0.102 0.086 0.247 0.000 0.000 -0.185 0.000 0.000 0.000 0.154 0.154 0.000 0.000 0.170 -0.016 -0.192 -0.192 0.187 0.187 0.371 0.569 0.000 0.000 -0.312 -0.031 10.247091 10.283585 10.155000 10.741773 10.664675 9.921813 7.557759 5.922612 9.364527 9.781032 10.442282 10.042746 12.928683 12.359820 9.266082 6.415316 3.350356 11.585744 11.562632 10.104544 13.087556 10.838834 11.564679 11.325529 9.115057 10.695356 8.331251 10.510651 13.636249 10.016070 10.641106 7.972797 3.960410 13.648181 11.734746 3.561864 3.494748 10.555703 NA 11.370974 10.326434 8.677972 11.463279 7.870617 10.514473 9.882972 10.696290 12.791120 3.909783 2.687397 10.191221 12.897153 11.596453 10.947134 10.356871 10.115057 9.095017 11.1691943 10.2835846 12.1110360 10.9588579 2.4243578 3.9097827 11.1286099 9.3621755 8.6161599 10.7417730 10.9037365 6.7819131 6.6646748 9.4243605 8.9130040 6.8235316 12.4994384 6.9033324 7.1792483 7.3924514 8.5412240 10.3808818 9.3645271 9.7543810 9.7863043 10.9907951 10.2692231 8.2187763 7.3360521 12.8208582 10.4394967 8.2597795 10.4422823 10.4226687 1.6873743 8.2463511 10.6396507 10.4361467 9.3106666 1.6873743 10.7217353 10.1129605 11.0739759 7.9065635 13.4010678 7.8805092 13.1344781 10.1136596 8.5639116 3.3503558 7.1959292 9.8944091 11.5626322 6.6493266 9.1831833 9.7985304 7.6022780 12.3011843 9.0710992 9.0346471 10.2375003 9.6092358 8.8028721 8.3171399 5.5618638 0.6874191 NA 9.4164490 10.8388342 9.1150569 0.1024566 7.2572502 6.7390569 8.9635192 8.8235316 8.2823416 10.3372498 0.6874191 12.1611006 1.6873743 9.8689613 3.3503558 10.5106506 11.4311073 9.0768469 10.3276398 10.0160698 -0.8975434 11.9923165 10.6279531 11.3782659 8.8935952 9.9234091 3.6873967 3.1898878 13.7895893 10.1651531 10.6176394 11.1429276 11.1570366 10.1143584 6.9604132 11.1475094 10.3173586 11.1434069 -0.8975434 4.7462859 5.1468263 NA NA 5.8438984 10.2854473 10.9961131 9.9550009 10.4968950 3.0093293 9.8362950 11.4632794 7.8706169 8.9650697 12.8173218 9.7624282 8.6181322 9.1275719 10.8375653 11.1519406 9.5557031 9.9479224 6.5862483 9.5139433 7.0967858 12.9781817 9.9934566 12.5997852 11.0283576 12.7911198 9.4456181 10.6274637 10.2024376 10.4915258 11.3488761 8.5328850 9.5751232 9.2213735 9.4796429 NA 10.1275719 10.7704309 10.5276482 7.9289808 4.1898957 9.0768469 8.5101462 0.6874191 10.5118233 10.7702048 9.5872553 NA 9.2304266 8.6670391 10.3568705 0.6874191 7.2773581 7.9697111 11.3933152 10.4866765 5.9727960 8.5011760 10.2030947 TCGA-IB-A7LX 57 1 250 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 369.34.0 3 3 5 6 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.446819e-06 5.842921e-07 10.1399034 0.4621570 5.5496476 NA 5.3690756 13.3317134 8.1968932 0.4621570 8.6618561 7.8430059 10.3045341 4.3366547 11.2311951 11.9258750 12.3140629 10.5165619 8.3222360 10.1695429 9.7045641 2.0471545 11.8049992 4.0866734 12.0857605 6.9699782 10.2913779 3.6845719 1.1991226 11.5405570 -1.1228055 8.4183177 4.3034885 9.1889696 4.0065045 9.3820403 9.6837708 9.1866976 NA 8.2565998 -1.1228055 5.8659064 9.2126117 15.9729891 8.6136234 9.4612443 8.8602148 10.6638993 9.5871667 14.7342546 8.4027422 NA 2.7841061 8.5775051 13.8888417 7.6877928 10.2058962 4.7352026 10.5667825 -0.1228055 7.4086023 8.0842354 9.1787174 6.2081387 -1.1228055 8.0116477 2.3366547 8.3529549 1.1991226 11.3417670 0.4621570 11.6683842 8.8744008 7.3850159 8.1486845 9.0508983 12.2900557 7.4124970 11.9953512 9.1498510 6.2170717 13.6431289 9.7841118 5.3201633 8.1870615 11.3748237 9.2950737 1.4622094 0.4621570 9.2908492 9.4659359 7.4584222 7.7475861 10.3600293 5.5210790 15.8006300 9.4873233 11.5403346 10.2797004 11.3745742 10.6930048 8.4144396 7.1486840 6.2695382 11.5055005 9.9686567 9.8372667 NA 9.3034860 12.0966924 11.3428514 10.2596022 10.6503605 12.0577521 9.4318101 8.3929210 5.7101121 9.6245751 12.4039650 10.9916143 NA 2.1991541 8.1203955 11.5378858 9.4461274 12.7567088 7.9831299 3.9646851 9.1764292 7.4145948 7.3201651 10.4100398 10.3850159 10.0565083 4.9216172 8.8828457 10.0872838 8.6651238 -0.1228055 12.1936442 4.4318101 -0.1228055 10.1735640 12.6648178 3.2695419 10.3884797 6.9540369 11.0039257 4.6845775 7.0167726 9.4356419 11.7714707 9.0471463 9.7005885 3.5210759 8.0167726 9.7826083 8.0013423 10.9550384 NA 11.7293606 12.5551611 11.6811505 5.5914670 7.7258441 6.5845807 -0.410580 -0.412510 0.195730 0.000000 -0.214910 0.164600 -0.038034 0.085943 0.355280 -0.488480 -0.488480 0.842180 0.184100 0.896290 0.928170 0.151590 -0.076945 0.062080 0.062080 0.277890 -0.136000 -0.136000 0.158160 -0.581960 0.294370 -0.410580 -0.410580 0.000000 -0.214910 -0.038034 -0.282850 -0.294710 -0.165100 0.085943 0.085943 -0.643210 -0.374230 -0.488480 -1.235100 -0.435830 -0.500060 0.175130 -0.275590 0.896290 0.928170 -0.411350 -0.159880 0.226530 0.174520 -0.604580 0.121080 0.062080 0.062080 1.043000 -0.402210 -0.136000 -0.136000 -0.639910 -0.274880 -0.274880 -0.581960 0.292050 -0.037 0.175 0.111 0.111 0.896 0.608 0.227 0.152 0.000 -0.415 -0.293 0.000 0.000 0.278 -0.122 -0.136 -0.136 -0.287 0.124 0.158 0.158 -0.640 -0.275 0.000 0.000 -0.050 0.165 0.000 -0.237 0.303 0.138 -0.625 -0.625 0.206 0.206 -0.276 0.213 -0.410 -0.410 -0.582 0.294 -0.037 0.175 0.111 0.111 0.896 0.608 0.227 0.152 0.000 -0.415 -0.293 0.000 0.000 0.278 -0.122 -0.136 -0.136 -0.287 0.124 0.158 0.158 -0.640 -0.275 0.000 0.000 -0.050 0.165 0.000 -0.237 0.303 0.138 -0.625 -0.625 0.206 0.206 -0.276 0.213 -0.410 -0.410 -0.582 0.294 10.565909 10.679334 10.724670 10.671231 10.895074 9.890544 8.400783 6.837223 9.196893 10.126335 10.393906 9.880036 13.612354 12.944992 9.351941 6.927070 -1.122805 10.038983 9.846608 10.676098 14.485902 10.828870 10.744500 11.373576 9.730531 11.462888 8.730531 10.048179 13.843546 11.068281 10.686989 8.865906 3.521076 13.643129 11.573754 1.462209 2.199154 10.550530 NA 10.668791 10.427968 9.067046 11.859145 7.697400 10.466404 8.632109 10.553178 13.093058 2.199154 -1.122805 10.095179 13.341895 11.479110 11.237728 11.129887 10.149268 9.900116 10.588458 10.679334 12.104837 9.584580 1.877234 -1.122805 11.231195 9.805740 9.037093 10.671231 10.570708 7.081792 6.665124 9.381047 9.073209 7.225950 11.937579 7.255603 6.980509 7.162624 8.125149 10.035168 9.196893 9.946000 8.812386 10.565034 11.296918 8.086674 6.871575 13.339468 10.351434 8.059615 10.393906 10.755272 NA 9.793370 11.384768 10.568092 9.140491 3.199154 11.123665 10.563284 11.577227 8.254432 13.651545 7.762917 12.734133 10.381047 8.620373 -1.122805 6.904132 9.097600 9.846608 5.819735 9.453006 9.572450 8.694205 11.776389 8.110841 8.960701 10.698995 9.807796 8.500737 11.218701 1.462209 0.462157 -1.122805 9.149851 10.828870 9.730531 -1.122805 6.057130 4.577658 8.205896 8.499273 7.756804 10.586736 8.549646 12.330106 -1.122805 11.319387 3.400784 10.048179 11.590823 9.475274 10.161467 11.068281 NA 12.254974 10.721535 11.644164 9.149851 9.821933 9.016773 4.162621 13.743438 10.195764 10.959703 11.599785 11.178146 9.945328 6.843005 11.764251 9.887749 11.094270 -1.122805 5.252260 3.199154 NA NA 8.575926 10.279700 10.943983 10.159580 11.483164 -1.122805 10.147517 11.859145 7.697400 8.815330 12.661549 9.753738 8.593183 8.537217 11.360533 10.448500 9.571579 10.107842 7.400783 9.624575 6.016773 12.403965 9.693405 12.227608 10.938592 13.093058 8.790111 11.296918 10.617002 10.410040 12.295733 7.506578 10.429410 9.608540 8.807959 NA 10.245728 11.041185 10.678121 1.199123 NA 9.871575 7.974516 NA 10.013572 10.972407 9.774310 NA 9.076894 8.919291 11.129887 NA 7.320165 7.212611 11.989661 10.289791 6.243543 7.392921 11.202246 TCGA-IB-A7M4 81 0 NA 483 pancreas stage iib t3 n1 mx 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 52 1956 r0 1 white not hispanic or latino 369.34.0 2 3 2 2 1 2 1 1 3 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.704812e-06 7.282186e-07 9.26625902 1.60568396 4.77559316 0.02076887 7.11873867 13.23517721 6.57529569 0.02076887 7.00370005 7.89415021 9.97635619 3.82806284 10.97089765 11.40814745 11.11906743 9.97635619 8.42371850 9.49238159 11.00974592 2.34264008 11.62780539 NA 11.40035540 7.44277103 10.17742141 10.46105640 3.02069776 10.33528952 -0.97937335 8.85517745 2.19064646 8.61875879 3.19063066 9.35721284 9.09752178 8.19313402 NA 8.90792686 0.60568396 5.24952498 8.86148429 16.06735073 8.05962513 8.68781796 8.78889057 10.90944956 10.98251771 14.83573927 9.13314581 NA 2.82806284 8.68866924 13.65176963 8.66636463 9.80534115 4.37825497 11.17931597 -0.97937335 6.87245573 8.08679544 8.77392316 0.02076887 2.60566026 8.06783014 2.02069776 7.96028523 2.19064646 10.18624141 1.02069776 8.62803646 8.89415051 8.09216885 7.35609626 7.75879885 11.29566678 8.26388043 11.41516896 9.17425834 6.92759665 14.00285317 9.46882257 4.19063066 6.93227854 10.93956952 3.77559843 3.34264008 NA 9.40764655 9.90640270 5.73495073 8.53837559 10.53640615 5.96321978 15.73069204 9.30031686 11.85557234 10.04861234 11.78723520 10.39030365 8.56760059 4.80206394 6.79549294 10.94238365 9.86776368 9.65395587 NA 11.85399171 11.88972172 10.68382846 10.49294022 10.69666331 11.32733763 9.05137346 8.83769005 5.99798558 9.07191521 13.11420639 9.65733096 NA 3.87868611 7.21546311 12.03664396 11.20743956 12.81481750 6.59813441 4.69313007 9.67891769 6.18862643 7.86305693 9.25432594 8.92609344 10.83208096 7.10816897 9.55792468 10.15256321 5.93956981 1.02069776 11.95568714 1.60568396 1.34261163 10.18812444 12.38374592 1.60568396 9.89722318 7.01545520 11.05996805 3.26862902 7.21053109 9.64000917 11.10982569 9.33131916 9.99583780 4.19063066 8.26863369 9.55013688 7.39574576 10.92270451 0.77770376 10.62525953 11.36111278 10.54964867 4.51256192 8.10816897 7.35609626 -0.14361000 -0.10381000 -0.10381000 0.00000000 0.08964900 0.08964900 -0.10327000 -0.00318590 0.00000000 1.66700000 0.08652200 0.93936000 0.00694350 0.01824300 0.01824300 0.01065100 -0.35863000 -0.34125000 0.11257000 1.07550000 -0.03857800 -0.02917500 -0.24216000 0.01042400 0.00180300 -0.14361000 -0.14361000 0.00000000 0.07901500 -0.10327000 -0.09947200 -0.09762700 -0.11404000 -0.00318590 -0.00318590 -0.00318590 0.00000000 -0.40052000 -0.45597000 0.00903120 0.00416320 -0.00249380 0.04457400 0.01824300 0.01824300 0.01628600 -0.34939000 -0.10775000 0.17513000 -0.35863000 0.10691000 -0.34125000 0.11257000 -0.35236000 -0.34985000 -0.03857800 -0.02917500 0.00416320 -0.34274000 -0.34274000 -0.00027724 -0.00546770 0.000 0.000 0.000 0.000 0.000 0.000 -0.108 0.165 -0.359 0.107 0.107 -0.229 0.113 0.246 0.248 0.000 0.000 -0.104 -0.104 -0.215 0.492 0.000 -0.343 0.000 0.000 0.000 0.000 -0.103 -0.103 -0.114 -0.114 0.000 0.000 0.000 0.000 -0.401 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.108 0.165 -0.359 0.107 0.107 -0.229 0.113 0.246 0.248 0.000 0.000 -0.104 -0.104 -0.215 0.492 0.000 -0.343 0.000 0.000 0.000 0.000 -0.103 -0.103 -0.114 -0.114 0.000 0.000 0.000 0.000 -0.401 0.000 0.000 0.000 0.000 0.000 9.347136 11.816949 9.763016 11.597663 10.268634 9.020706 9.687818 6.360556 9.399001 9.664562 9.848049 9.265070 13.535112 12.046538 9.070555 7.646415 3.268629 9.775594 10.651428 10.523538 13.557417 11.510053 10.648696 10.074632 8.752025 10.307842 8.282801 10.100338 12.910971 10.367220 8.986491 9.067830 3.020698 14.002853 11.072935 3.190631 3.544263 10.593407 NA 10.012937 9.665464 8.826450 10.986130 7.795494 10.182468 9.958080 10.415705 12.527882 8.155132 2.828063 10.970898 12.936119 11.203808 10.348815 10.273963 11.713975 8.936765 10.53935940 11.81694876 11.98378299 11.87615880 1.60568396 2.02069776 10.97089765 8.80370460 8.80042561 11.59766297 11.02913494 6.38702816 8.21792281 8.90028961 8.41302365 7.31991413 11.82120177 7.68788863 7.60566915 6.72114568 8.82967042 10.36222516 9.39900122 10.49238149 10.15961796 11.41141269 10.49187343 7.70370082 7.54818305 13.09149810 10.14870066 8.28280117 9.84804903 10.18686932 0.02076887 9.33798331 11.40387057 10.19375869 8.93059927 0.02076887 11.35218311 9.89491929 10.55062482 7.99512097 14.70906589 8.02070609 12.00405620 10.25970808 8.21792281 3.26862902 8.05297227 9.17172274 10.65142847 6.71419330 9.38116936 9.76133032 9.82886606 11.45663692 8.22283015 9.36500220 10.61736195 10.15513256 9.20491222 10.47612596 2.72115389 NA 1.60568396 10.32505760 11.51005253 8.75202532 NA 6.72114568 6.90944911 8.03751456 7.46364943 7.03751511 10.84685753 4.63541776 12.34108378 1.60568396 10.30784151 2.34264008 10.10033776 11.76048689 8.80042561 10.88450543 10.36722001 1.02069776 12.55099070 10.93994205 11.26298727 9.17425834 9.80124614 7.48423079 3.02069776 14.18757548 9.68159351 9.38374597 11.47058745 10.71288582 9.52254348 5.52849943 11.01293658 10.26209367 11.38975829 NA 7.52055190 4.26863650 NA -0.97937335 4.26863650 10.04861234 10.38702849 10.22181934 10.73581027 NA 10.30495201 10.98612988 7.79549359 8.84088522 12.86590229 9.63173110 8.64275824 7.63909177 10.86148421 11.15031132 9.63357470 10.02492674 6.47191740 9.07191521 1.82806284 13.11420639 10.62757410 13.17251564 10.95550287 12.52788151 9.37935757 11.21238245 7.54818305 9.25432594 11.86246716 8.00654825 10.58294874 8.73323332 9.83208096 0.02076887 10.09149806 11.06441715 10.39791684 5.99798558 2.82806284 8.66275809 8.64913364 3.97490554 9.19563205 10.84467454 9.66275791 2.34264008 9.43750387 8.74918797 10.27396282 NA 8.11873815 7.95144384 11.88392463 10.19500783 5.76217339 7.97199124 9.99655427 TCGA-IB-AAUM 76 0 NA 8 pancreas stage iib t2 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 390.32.0 1 2 3 4 2 1 2 2 3 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.387083e-06 4.161249e-07 10.3636559 2.9791656 7.3962520 1.5197432 7.8947741 13.4246517 7.8991134 2.3270837 7.8371473 8.3746031 10.1518213 5.4504723 11.0535512 11.0587046 11.3897142 10.3470776 9.9480950 9.5351500 11.5671997 1.1046721 10.8915115 1.1046721 10.5545339 7.5476411 9.8039806 5.0115896 4.1635873 14.0542202 NA 9.7364807 5.4970151 8.9812142 4.6896626 9.7255282 8.4912783 8.4385981 -0.4803575 8.2812861 0.5197432 6.0743235 9.6237438 16.4069793 8.7194073 5.6694832 10.3027330 10.3900996 9.1815131 14.4823146 9.3962518 1.8416511 6.7095595 7.5315772 13.8257253 8.4385981 10.3962519 0.5197432 10.1806222 3.3270837 8.1270652 8.7981844 9.5197349 1.1046721 2.9791656 7.9914102 4.3777138 8.8051370 4.7676601 9.6111704 2.3270837 8.0743240 8.5393256 8.6490179 8.6282592 8.3652249 11.1490915 2.1047057 11.7049201 8.5421029 4.7676601 13.8070865 9.8562414 7.1417863 8.1676249 10.3327143 7.2476551 3.8416612 0.5197432 9.2527501 8.9647498 8.9543630 8.8143556 9.7818297 7.0275290 14.3327144 10.2821169 10.6308706 9.9760894 12.0494094 10.6541612 8.6770818 8.6946605 3.1047057 11.2264942 10.3438981 9.4739312 1.5197432 17.3124934 11.7732869 11.3440732 10.3448924 11.1568125 11.6893468 9.1832930 8.7724004 5.7676627 9.6217105 13.0691586 10.2149632 NA 5.7291884 7.3900993 11.9246103 11.0215720 13.1153420 8.1381202 5.7865206 10.1671933 4.7710774 7.9077523 10.8261555 11.6761340 11.2227733 6.9468385 9.5790794 9.4681021 5.8235150 3.3270837 11.4782876 6.8416625 2.5197432 10.1527301 12.4715660 NA 9.3808219 7.4797366 10.1372024 6.0743235 8.8991134 9.4130363 11.5767112 9.3335161 10.1859589 1.5197432 5.8051377 9.3683578 8.4145525 10.7753537 -0.2052307 11.3804339 11.4808228 10.4710196 5.6694832 8.4826309 7.1121924 0.10133000 0.10133000 0.10133000 0.00089912 0.00000000 -0.00044731 0.00083025 0.00041593 0.00569190 0.00013863 0.00013863 0.00013863 -0.05284700 -0.00235530 -0.00235530 -0.00235530 -0.00221680 -0.00055444 -0.00055444 -0.12226000 -0.00443120 -0.00774820 -0.00387790 0.00332990 0.00332990 0.10133000 0.10133000 0.01084200 0.00000000 0.00083025 0.00152550 0.00060400 0.00027728 0.00041593 0.00041593 0.00041593 0.00569190 0.00013863 -0.05284700 -0.00152430 -0.00124730 -0.00124730 -0.00097017 -0.00235530 -0.00235530 -0.00235530 -0.00235530 -0.00221680 -0.00166290 -0.00221680 -0.00568420 -0.00055444 -0.00055444 -0.12226000 -0.12226000 -0.00443120 -0.00774820 -0.00484610 -0.00373950 -0.00373950 0.00332990 0.00332990 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.122 -0.122 0.000 0.000 0.101 0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.122 -0.122 0.000 0.000 0.101 0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 10.0095829 10.2132219 10.5985528 10.4504723 10.6445024 9.6971544 7.9163399 5.1921586 9.1121919 9.6946605 9.7243060 10.1725799 13.3201293 11.9478333 10.7064681 7.0195807 5.4266271 12.1121919 12.1291445 9.7521558 10.4802220 11.1126590 11.1163906 11.1743709 8.3557854 10.4600485 8.6098473 10.0225071 13.2530680 10.3962519 10.6065346 7.1563592 3.8416612 13.8070865 11.8794844 5.0115896 4.8416612 10.3431021 -0.4803575 11.6993330 11.2193073 8.8528903 10.8472875 8.3462832 10.3862411 10.0905393 10.6085231 12.7837376 5.4504723 0.5197432 10.1177874 12.6869962 11.7702258 10.7672531 10.2737872 10.2870918 9.2794899 11.0762409 10.2132219 11.6710686 11.7379954 3.7676654 4.4739297 11.0535512 9.6347786 8.7144918 10.4504723 10.8618095 7.3900993 7.7958591 9.2044836 8.8371476 7.4681018 12.5398467 5.6326434 7.8416631 8.9459997 8.7865215 9.6295655 9.1121919 9.3092685 11.0334624 10.6386759 10.4318757 8.2374112 7.7581399 12.6528771 10.2018517 8.3076375 9.7243060 11.0085793 0.5197432 8.7189654 10.8461644 10.6399727 8.9099039 0.5197432 11.1828482 10.1056363 10.2201745 7.0895903 12.8276472 8.1454436 11.7750586 10.2862638 8.9270028 5.4266271 7.6284164 10.6701169 12.1291445 7.9417994 8.9754525 10.0550103 7.4504723 10.4607825 6.2612017 9.3141507 10.2279567 9.9656602 8.9375874 5.4504723 3.4266271 NA -0.4803575 8.9417997 11.1126590 8.3557854 1.5197432 7.4970151 6.3399141 9.6745530 9.2662492 9.4826309 9.5777266 NA 11.9561862 3.7676654 10.4984454 3.3270837 10.0225071 11.2309716 9.1490914 10.2821169 10.3962519 2.5197432 9.8662486 10.8229448 11.7738777 8.5421029 10.0800677 5.8947741 4.3270909 13.8883777 10.5811060 10.2887462 10.9842551 10.5337554 9.5804308 6.6177672 10.6438562 10.4445474 10.9480950 NA 7.3900993 5.6282603 -0.4803575 -0.4803575 6.6592867 9.9760894 11.5848144 11.3877124 11.1298369 3.9120558 10.3486648 10.8472875 8.3462832 8.5084195 12.2618337 9.6477291 8.2339805 9.6451483 11.2149632 10.8097537 9.6412684 9.8360164 6.3777155 9.6217105 5.5858249 13.0691586 10.3777158 12.0267862 11.0535512 12.7837376 9.6656671 10.6515919 9.7437366 10.8261555 11.2352679 9.0530646 10.6217105 8.9688836 10.4869611 0.5197432 10.3769383 10.4054312 9.8016649 3.4266271 6.8947741 9.2978121 8.0179058 2.1047057 10.3375180 10.8872042 10.2053598 1.8416511 9.0933822 8.5867929 10.2737872 1.5197432 7.5804304 8.1009356 11.5427961 11.1298369 6.9375869 8.5586537 10.1454437 TCGA-IB-AAUN 74 1 144 NA pancreas stage ib t2 n0 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r1 0 white not hispanic or latino 392.30.0 2 1 1 3 2 1 1 1 1 2 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 5.548332e-07 9.4795463 2.1689308 5.6118776 0.7538612 7.0818232 14.0115294 6.9502934 3.5612528 7.4772726 8.3262803 10.4908616 3.6283653 10.6009533 11.2232258 11.2836519 9.7679164 8.6406086 9.0222430 11.1996006 0.7538612 11.9367041 1.1689629 11.9911059 7.5264852 10.3180455 8.2537421 5.1913021 12.7853675 -0.8311013 9.2669655 4.2563993 8.7651233 3.4908653 9.7744130 8.4818164 8.0454506 0.7538612 8.5286830 0.7538612 5.4543371 8.8268414 15.4469836 8.0392980 6.9633493 9.3722816 11.3259646 10.4433117 14.4757784 9.1070428 NA 4.7836452 8.4088901 14.1902171 8.7243853 9.5920494 3.8127857 10.7177554 -0.8311013 7.6406086 8.8554341 9.1759607 4.1231281 1.7539040 7.0877970 3.4168668 8.2296293 2.4908525 10.5788548 -0.8311013 6.2242159 8.5676770 8.2133278 8.6826611 8.8728371 12.5268978 2.8693779 12.1611638 9.1361598 6.4727136 14.3606867 10.0773261 5.4727152 8.3042066 10.4192319 6.2457485 0.7538612 -0.8311013 9.4531793 9.7216025 8.7707042 7.6283653 10.4595283 6.2563955 14.9655562 9.5319730 11.0922610 10.3110405 11.7340356 11.2487515 8.2323283 6.9238207 4.4908589 10.9963437 10.0485167 9.8728371 0.1688987 14.3356458 12.0525314 10.7059286 10.4416624 10.9112429 11.5151702 8.9843168 7.7836433 5.8271458 8.5264855 12.4358664 10.1004098 NA 2.4908525 7.0576766 12.0406462 10.4109166 13.2954767 7.6727591 5.0996697 9.5165550 7.9249562 7.6767279 9.7397379 11.3385454 10.6920053 5.8693730 9.2228594 9.8136911 4.1689308 2.4908525 11.8838229 3.0758235 2.6283537 11.2068236 12.5103133 2.4908525 9.7651233 6.4168617 10.1202182 5.5264852 8.1996007 9.8001106 11.7237621 9.4931141 10.3753374 3.2563918 6.8554341 9.5407100 7.5698131 10.3212183 NA 10.8023828 11.3145473 10.6954328 4.7538987 7.8866099 7.1462133 -0.52777000 -0.52777000 0.01712400 -0.00429290 0.00291330 -0.00097017 -0.00458290 0.57505000 0.00666530 -0.55005000 -0.55005000 0.49362000 0.01014600 0.02272500 0.02272500 -0.52399000 0.02300500 -0.51043000 0.04840400 0.00000000 0.04797800 0.04797800 0.01712400 -0.12017000 -0.12017000 -0.52777000 -0.52777000 -0.00429290 0.00291330 -0.00458290 -0.00304750 -0.00304750 0.00000000 -0.54603000 -0.53987000 -0.54098000 0.00666530 -0.55005000 -0.47522000 0.01014600 -0.52379000 0.01140000 0.00513590 0.02272500 -0.52399000 -0.52399000 -0.52399000 -0.00401620 -0.52971000 0.02300500 0.02806000 -0.51043000 -0.51373000 -0.01147300 -0.56495000 0.04797800 0.04797800 0.01391100 0.03721700 0.03721700 -0.12017000 -0.12017000 -0.524 0.000 0.000 0.000 0.000 -0.524 0.000 -0.530 0.000 0.000 0.000 -0.510 0.000 0.000 -0.556 0.000 0.000 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 -0.550 -0.056 0.000 0.000 -0.120 -0.120 -0.524 0.000 0.000 0.000 0.000 -0.524 0.000 -0.530 0.000 0.000 0.000 -0.510 0.000 0.000 -0.556 0.000 0.000 -0.528 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.502 0.000 0.000 -0.550 -0.056 0.000 0.000 -0.120 -0.120 10.053867 11.010105 9.920478 11.043915 10.571946 9.733083 7.684634 7.966595 9.605645 9.832492 10.032345 10.346976 13.142541 12.339015 9.282676 7.180161 2.976290 10.659784 10.121675 10.439813 13.184201 11.026137 11.134718 11.014816 8.855434 10.546686 8.731176 10.468290 13.375719 10.173154 9.703236 7.256396 3.628365 14.360687 11.312636 2.628354 2.168931 10.465276 NA 10.738314 10.545602 8.640609 12.256065 7.668779 10.239725 8.688570 10.520425 12.583354 1.976290 NA 10.750605 13.131016 11.529855 10.736818 10.710998 9.792815 9.268518 11.0454504 11.0101047 11.7299827 11.1784123 1.7539040 2.1689308 10.6009533 8.8606770 8.3612262 11.0439148 10.6537564 5.5612498 6.4818172 8.4357198 9.2187821 7.0144234 11.8506111 8.6323148 7.4403966 7.6727591 8.4566460 10.6954278 9.6056451 8.8037446 10.1519270 10.4543357 9.8342694 8.9002525 8.2722215 12.6727592 10.2099080 8.5867861 10.0323454 10.9188029 3.1689308 8.2114956 10.8391471 9.8814604 8.9923008 2.9762903 10.9726610 10.0439148 10.5772632 8.4749953 13.8620937 7.7762639 13.0770446 10.2682813 8.6077253 2.9762903 7.1812785 9.8994036 10.1216748 5.1689348 9.2628660 9.4345486 3.8127857 12.2915997 6.5526384 9.4204159 9.9907074 9.6147761 7.8055582 7.0331201 0.1688987 NA NA 9.5450589 11.0261370 8.8554341 NA 6.5087836 5.9502934 8.9970699 9.0002406 8.0667792 10.2133276 -0.8311013 11.5588337 2.6283537 9.6777186 1.7539040 10.4682904 11.3923319 9.0877967 9.8968540 10.1731539 NA 12.7066372 10.6421319 11.3059246 9.1361598 10.2761506 5.1913021 5.9371184 12.8924878 10.1245834 10.6431464 11.1914920 10.4635542 9.8226742 6.3783868 11.2613603 10.3186806 11.0238019 -0.8311013 7.0818232 5.3388594 NA NA 6.3186802 10.3110405 10.8051049 10.5248956 10.3494642 1.4908781 11.2669656 12.2560648 7.6687793 9.1274863 12.6444136 9.6025189 8.9730645 8.6667853 11.2537418 10.9217323 9.7613905 9.9461888 6.0392985 8.5264855 1.9762903 12.4358664 9.6905339 12.7581165 10.9547946 12.5833545 9.4001547 11.3043221 9.7818020 9.7397379 11.8713227 8.9970699 10.5048820 9.1476440 10.5809740 -0.8311013 10.7767261 10.8114365 10.5363482 4.1231281 2.9762903 9.0996708 7.8746347 5.0269151 9.7744130 10.3532572 9.2800692 1.7539040 8.8001104 8.7781123 10.7109980 NA 7.9600964 8.0877970 11.8803854 10.4043495 6.2023570 8.4520217 10.1773621 TCGA-IB-AAUO 64 1 239 NA pancreas stage iib t3 n1 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r1 5 white not hispanic or latino 392.30.0 2 3 4 3 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 2.149979e-06 9.362811e-07 8.95078304 1.97636364 3.78371856 -0.02356304 6.56882561 14.04686684 8.58554735 -0.02356304 8.61299305 8.75772835 9.95722207 5.36868455 10.20878938 11.89652034 10.60618042 9.71951991 8.72288265 9.53095736 11.82107426 1.56135058 11.91796638 -0.02356304 11.25597905 8.35357913 10.12102680 5.74455401 3.88325912 11.22370267 -1.02356304 9.45513814 3.29829173 9.71361592 0.97636364 9.27098929 7.82811744 8.64879401 0.56130169 7.79973557 -1.02356304 3.97637280 9.26523457 15.23504494 8.69746769 9.48416311 9.23375627 10.60981783 7.56882561 14.74847684 9.14253163 NA 3.49993516 8.25525948 14.77083513 8.31868786 9.51843305 4.02075998 11.30756537 -1.02356304 5.67680899 9.13118663 8.38575932 4.43580192 NA 6.80291697 2.56132614 7.73459176 0.97636364 10.23905058 NA 10.34977749 8.65760678 8.58184795 7.51552718 8.20278060 11.12389144 8.06117675 11.77443524 8.73292479 6.35140748 14.47247328 10.01391540 4.73125385 7.45853129 9.61570926 9.65408820 4.33391743 -0.02356304 9.02485543 9.70598930 5.24315494 7.95650800 9.08750421 5.10565294 14.53422106 9.72958523 12.04144800 8.55001563 11.52759610 9.85977547 8.45816789 6.83434969 6.14629271 10.98076808 9.78291813 9.34718661 -0.02356304 10.14441378 12.35018524 9.74732143 10.03011795 10.41879365 11.29151803 9.12738514 7.91005924 6.00979056 8.76100330 11.99404687 9.77807680 -1.02356304 1.29830640 7.97072196 11.60936368 11.45058144 12.82205454 6.94791157 5.67680899 9.62652273 7.28484445 7.72456160 10.17235575 9.18703974 10.09466072 6.82185815 9.95722207 9.41619943 5.56133225 -0.02356304 11.38124394 2.88324934 3.36868455 10.26926521 11.76182096 4.80926008 10.70386353 6.77810868 10.42706431 2.56132614 8.63100458 9.81399646 11.50604307 9.11975171 10.48218003 1.78370808 7.37297299 9.05050986 8.01254186 10.34651096 NA 10.61344620 12.13718534 10.69661272 4.10565294 7.66286915 5.26177150 0.0086135 0.0086135 0.0086135 0.0019418 0.0606510 0.7139600 -0.2418000 -0.3453800 0.0217440 0.0088920 0.0088920 0.0338310 -0.0098185 0.0239870 0.0000000 0.0000000 0.0036076 -0.3928600 0.0583670 -0.0260300 0.0114000 -0.0096806 -0.0231080 -0.0364010 -0.0378980 -0.0365380 -0.4020000 0.0056919 -0.3930000 -0.2418000 -0.2564800 -0.2564800 0.0144700 -0.3453800 -0.3453800 -0.3453800 0.0140510 0.0118930 -0.7236700 -0.0098185 0.0000000 -0.0089653 -0.0015243 0.0239870 0.0000000 0.0000000 0.0000000 -0.0437370 0.0062481 0.0036076 -0.0038779 -0.3928600 0.0583670 -0.0260300 -0.0260300 0.0114000 -0.0096806 -0.3886200 -0.2615500 -0.2615500 -0.0364010 -0.0671900 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 -0.262 0.000 0.000 0.000 0.644 -0.242 -0.242 0.000 0.000 -0.345 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.349 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.389 -0.262 0.000 0.000 0.000 0.644 -0.242 -0.242 0.000 0.000 -0.345 -0.345 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.71614913 9.77159643 9.66723948 10.48910897 11.14378663 8.40891052 7.60936345 6.93056468 9.69061404 9.12102680 9.81635955 10.06250479 13.86772502 12.74558650 9.75115555 6.92473532 2.97636364 10.71530517 9.73791977 10.59245778 12.82041807 10.80807158 11.42654876 9.93637043 7.26177055 9.95579373 8.31399041 9.80699469 13.12627436 11.71213605 10.15938346 6.28014902 3.22430273 14.47247328 10.94034825 3.73125929 1.56135058 10.64037130 NA 9.62472601 9.70002939 8.74455267 12.44766267 8.09011083 10.63100449 9.00427441 10.25945681 12.85929808 1.29830640 -0.02356304 10.55048890 12.99204489 11.25600230 10.33168104 10.70130863 10.33337062 10.53174375 10.91778297 9.77159643 12.02127484 12.54479968 1.56135058 1.29830640 10.20878938 9.22073237 8.11335983 10.48910897 10.15876291 5.83434969 7.00427441 8.96930679 8.57999469 7.10048994 11.23640592 8.37846394 7.16619322 8.04514697 8.85441930 10.32010938 9.69061404 9.44905927 10.33447018 11.00565570 9.74950762 8.89224802 8.13623959 12.83794009 10.42034807 7.95650800 9.81635955 10.35520517 3.36868455 9.51368398 10.60207731 10.60253380 9.76263816 1.56135058 10.65760687 10.45311473 11.11815633 8.78049941 13.96123194 7.56508303 12.07357762 10.45210191 8.37511200 2.97636364 7.50188892 9.01802766 9.73791977 6.00979056 9.13035125 9.86739273 7.67333593 11.57232525 6.81557287 8.26408083 10.40368133 9.70212662 7.72791229 7.78694001 6.58369809 -1.02356304 2.14629678 10.20398441 10.80807158 7.26177055 NA 6.13624061 5.69061265 7.43169566 6.73791926 6.17604147 9.68200085 -1.02356304 11.67767494 2.56132614 11.98846922 2.43578859 9.80699469 11.90876781 8.45614862 10.58092172 11.71213605 0.56130169 13.38787948 10.49747814 11.09303733 8.73292479 9.72456143 6.02076220 3.36868455 13.68102868 9.33061778 10.14064690 11.14377094 12.03655776 9.55474117 6.91300666 11.08325852 10.27900738 10.84171513 -1.02356304 4.53095717 3.67680899 NA NA 9.70938387 8.55001563 10.63636442 9.95053928 9.58277369 NA 9.27328462 12.44766267 8.09011083 8.45614862 12.48465848 9.69233042 8.88776042 7.82499119 11.03300624 10.64214856 9.48019422 9.94503526 5.49993197 8.76100330 8.70520729 11.99404687 9.70938387 12.69618511 9.99665397 12.85929808 9.62202692 11.72916726 12.59486871 10.17235575 11.68415898 8.74289751 10.81832589 8.73459176 9.46822162 0.56130169 10.01734307 11.07801594 10.15814197 1.97636364 1.29830640 9.03571298 9.65395605 3.83434716 9.94647442 12.27120172 8.82967803 -0.02356304 8.66811203 8.75580893 10.70130863 -0.02356304 6.88325912 7.71783542 11.90932140 10.04514683 4.46821836 7.28470752 10.54051797 TCGA-IB-AAUP 68 0 NA 431 pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r1 7 white not hispanic or latino 390.32.0 1 4 1 3 1 2 3 1 2 3 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 2 0 0 0 0 4 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.323364e-06 7.282186e-07 10.3089129 3.4005243 8.2973574 -0.1844246 7.9109551 14.3249308 7.6982011 4.1374871 7.9422623 8.6797440 10.4746618 5.0053820 11.6042762 11.2102885 11.5086091 9.8517314 7.6484482 10.0316973 11.7094281 4.3391231 11.6531858 1.9855004 10.3868365 8.9306013 10.2397241 5.1009608 4.6982018 10.6373318 0.4005379 8.5804293 5.9448397 9.4164000 4.0250111 9.9621265 9.3144070 8.4915148 2.6229069 8.3739787 1.4005379 3.7224442 11.7226288 15.7347587 8.8626817 7.2626408 9.6389251 10.0371450 12.9034350 14.1327938 9.2749893 -0.1844246 6.2749903 8.4543194 14.0231442 8.3372762 10.5293739 2.6229069 10.0090831 NA 9.4648140 9.4485531 9.3173950 2.2749772 3.0634857 8.7987368 5.2249471 9.0467789 5.7462940 10.1626255 1.4005379 10.8980395 8.6797440 10.0992250 9.5779399 8.1124739 9.9512671 8.2376225 12.3618494 9.1442328 6.3312573 12.3709858 9.3361765 7.9804646 8.4496245 11.4265826 9.6789698 3.8599497 -1.1844246 9.1905973 9.5229169 8.2708849 8.2953382 9.7892552 4.7462966 14.5679907 10.3059074 10.7198161 10.4080148 11.5895212 10.8222345 8.0176814 7.5400715 5.3854138 11.3279057 10.1113268 9.4207872 0.4005379 10.7145370 11.6333409 11.3913712 10.5734770 9.7306902 11.7020165 9.1992621 8.6309413 6.0634857 8.7149148 12.8664268 9.8803006 NA 5.5434773 7.7697539 11.9912633 10.9845433 12.9796005 9.0491774 7.1464750 10.1199091 6.5913323 7.9162204 10.4581917 8.7999764 10.9832896 10.1879441 9.3233525 9.7697542 7.3701468 1.8155754 11.5893152 6.0152299 3.2078772 11.2102885 12.6576135 0.4005379 9.6229128 7.1076031 10.3144071 4.3701434 7.8816469 9.3134096 11.4369229 9.4182568 9.9181897 1.4005379 7.4376098 9.5737810 8.0729456 10.9898594 -0.8624965 11.1835185 11.7385138 10.6432975 5.7103767 9.3720638 8.1216195 -0.0120050 -0.0120050 -0.0120050 0.0233050 0.0421860 0.0421860 -0.0765260 -0.0056562 0.0416200 -0.0450740 -0.0450740 -0.0450740 1.6058000 -0.0026127 -0.0026127 -0.0026127 0.0301890 -0.0303840 -0.0303840 -0.1408900 -0.0150340 1.3478000 0.0008515 0.0000000 0.0039050 -0.0120050 -0.0120050 0.0233050 0.0421860 -0.0765260 -0.0765260 -0.0765260 0.0083547 -0.0056562 -0.0056562 -0.0056562 0.0416200 -0.0450740 -0.0679750 0.0339920 0.0582940 -0.0092900 -0.0277330 -0.0026127 -0.0026127 -0.0026127 -0.0026127 0.0820640 -0.0141090 0.0301890 0.0598140 -0.0303840 -0.0303840 -0.1408900 -0.1408900 -0.0150340 0.0175640 -0.1006900 -0.0917980 -0.0917980 0.0000000 0.0000000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.141 -0.141 0.000 0.000 0.000 0.000 0.000 0.000 -0.101 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 9.7964115 10.1911403 10.5181634 10.5658461 10.5370843 9.3701466 8.2564271 7.8042427 9.8619997 9.6429004 10.2600551 10.9567071 13.0854881 11.5831216 9.1905973 9.1307075 4.1731114 11.2556484 8.2872331 9.6586937 11.6603616 10.9592599 10.8937086 10.8455352 8.5055559 10.8694837 9.2636741 10.6012759 12.9880635 10.3614875 10.7795377 6.4879831 4.1374871 12.3709858 12.1468947 2.9854822 4.9854822 11.7746542 NA 10.5103510 11.0326067 9.3939305 11.7342347 8.1709090 10.1747583 12.8238113 10.2180370 13.0370694 2.6229069 -0.1844246 10.4089489 12.9354716 11.6973964 11.1421867 10.4499151 10.1329704 9.6119707 11.2199011 10.1911403 11.6012146 11.5584988 0.8155754 3.7697506 11.6042762 9.4967963 8.9879853 10.5658461 10.8575592 9.1295746 9.5853956 9.2821442 8.5787701 7.3233521 12.9246539 8.1941560 7.9135902 8.2708849 8.4808936 9.9188457 9.8619997 9.1949361 11.0093912 10.9289744 10.7798987 8.1554077 9.2228256 13.0739030 10.2501860 8.1642860 10.2600551 11.3376489 2.4005106 8.5725479 11.2030367 10.7744730 9.6381287 1.8155754 11.4950379 10.0268378 10.6393231 8.4485529 13.0694053 7.8267849 12.1998019 10.5566034 9.0225723 4.1731114 7.7202826 8.7239503 8.2872331 5.8267849 9.3063386 11.7103756 8.5519597 10.5578673 8.0893535 8.7712078 10.1414254 10.2094846 7.9602163 7.4449147 4.1009608 1.4005379 0.4005379 8.5177304 10.9592599 8.5055559 2.2749772 5.9030214 9.7573390 9.5177306 7.2501857 8.9279975 8.9149056 4.4005174 11.8770978 0.8155754 10.0846846 1.6229304 10.6012759 10.9760596 9.1753073 10.5948668 10.3614875 3.3391231 10.8846719 10.6739275 10.6735388 9.1442328 10.1187677 7.1598542 5.9448397 13.6202435 10.6217047 11.1173398 11.0756129 11.0855611 11.1035587 6.5090450 10.5791851 10.5666834 11.1258866 -1.1844246 8.9448409 5.7103767 NA 7.2585010 7.7956975 10.4080148 11.1355122 12.0075531 11.0649676 NA 11.3253328 11.7342347 8.1709090 9.0986462 12.4137267 9.5038081 9.7602699 6.9188454 11.5542834 11.0422711 9.6989649 10.4348608 7.6982011 8.7149148 9.2386737 12.8664268 9.9563876 12.4183727 11.1250342 13.0370694 10.2334103 10.8917053 6.8155575 10.4581917 11.6874631 9.4835564 10.0569452 9.6797440 11.3031467 1.6229304 10.8920394 11.2486216 9.4321067 11.3253328 7.3430347 9.1992621 9.1666959 3.4005243 11.3104134 11.1627085 9.7366549 2.8155549 9.8517314 8.8729540 10.4499151 0.8155754 7.6357370 7.8013999 11.9907955 10.8316697 7.0395596 8.7624641 10.2585014 TCGA-IB-AAUQ 50 1 183 NA pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 69 1978 r1 13 white not hispanic or latino 424.26.0 1 4 NA NA 3 2 4 1 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 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8.7195808 8.6842296 5.1839628 3.4385324 8.0340688 2.5210005 8.4855009 3.7433965 9.8409223 1.6730136 11.4208598 8.9094950 8.4751956 9.0584337 8.6108178 12.2481636 6.2699383 12.1082561 8.7064256 5.1059630 14.1188451 9.9008591 5.3734429 7.8022029 9.9904152 5.7261146 3.3510770 0.3510629 8.7455372 9.4713123 7.7347787 8.2489200 9.1109627 6.8979689 13.4649794 10.7556839 11.3265642 9.7540865 11.5732656 10.4245465 7.7731392 5.7086259 4.8429286 11.1027607 9.8145988 9.6933826 NA 10.8110183 11.7390917 10.3070512 10.0510025 10.1656569 11.2148736 9.0393249 8.6931492 5.5990023 8.4957327 12.7036697 10.1167749 NA 0.9360631 7.1258618 11.8028007 10.3204610 13.0728145 8.1389772 4.8746347 9.4543622 6.8948020 7.5058925 10.1696566 10.2474068 11.0605891 6.1584299 9.5750761 9.2474068 4.9360348 3.9949327 11.9296830 1.9360254 4.1584259 10.9346274 12.0290143 0.9360631 9.8578779 8.0128524 9.7444649 6.1324350 8.6108178 9.7217619 11.2024331 9.2337175 10.4816450 0.9360631 7.0445613 9.6571362 7.3623016 9.9958320 NA 11.0110703 11.9956067 10.4043216 4.9657843 10.1092976 7.0653203 -0.02304300 -0.02304300 -0.02304300 0.00889200 0.01237600 0.01237600 -0.22515000 0.01000600 0.26153000 -0.24642000 -0.24642000 2.58720000 0.00083195 -0.00221680 -0.00221680 -0.00221680 -0.00332430 -0.07374300 -0.07374300 0.06852200 -0.25588000 3.20360000 -0.02726100 -0.01326400 -0.01326400 -0.01243800 -0.02304300 0.00889200 0.01237600 -0.22515000 -0.22515000 -0.24083000 0.01642500 0.01000600 0.01000600 0.01000600 0.23970000 -0.24642000 0.00083195 0.00502260 -0.26793000 -0.22219000 0.00000000 -0.00221680 -0.00221680 -0.00221680 -0.00221680 0.00374650 -0.01519100 -0.00332430 -0.52849000 -0.07374300 -0.07374300 0.06852200 -0.21478000 -0.25588000 -0.02821800 -0.02123500 -0.00678130 -0.00678130 -0.01326400 -0.00733390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.225 -0.225 0.000 0.000 0.000 0.000 0.263 0.263 -0.246 -0.246 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.225 -0.225 0.000 0.000 0.000 0.000 0.263 0.263 -0.246 -0.246 0.000 0.000 0.000 0.000 10.463514 10.435883 10.078144 10.839417 10.609051 8.909495 7.239818 6.490626 9.145490 9.475196 9.490626 10.424547 12.970951 12.110547 8.794018 7.389994 7.362302 11.288448 9.464817 9.604922 12.004961 11.338338 10.449107 10.793500 8.417163 9.975870 8.099267 10.297213 13.664949 10.209833 9.529739 7.233717 4.777341 14.118845 11.670182 4.743391 4.521000 12.614344 NA 10.260968 10.742855 8.706426 11.901100 8.051514 10.168058 8.565393 10.679749 12.565090 3.673002 NA 10.483574 12.859612 11.426373 10.421001 9.844930 9.482931 9.273168 11.1134565 10.4358828 11.9876991 10.8989330 2.6730136 4.1059630 10.7757657 8.8687439 8.3538896 10.8394167 10.6260349 5.3954673 7.2758870 8.3650950 8.6131692 6.6730023 12.3105331 7.8833526 7.2152602 8.2669538 8.8288327 10.1316142 9.1454902 9.0463028 10.1233890 11.0106245 9.8499236 8.1454905 9.1981317 13.0648905 10.0128526 7.7857029 9.4906259 11.5891806 3.8105048 9.5039042 10.7309942 10.0532471 8.6108178 2.3510629 10.4451522 9.7064256 10.3052707 7.5309837 13.7305882 8.1839643 11.5831955 10.2405784 8.6502824 7.3623016 7.6262676 8.7195808 9.4648167 7.2519415 8.5836394 9.7250271 7.3623016 12.0157439 6.7857022 8.7064256 10.5297393 10.3823069 8.1807973 7.5458309 NA NA 0.9360631 9.7086265 11.3383384 8.4171635 -0.6488240 7.1126261 4.7773408 9.1009438 8.7412435 8.8348904 9.7668163 NA 11.8741463 5.7604658 10.2602175 3.2579610 10.2972131 10.8907179 8.7326176 10.6025568 10.2098325 -0.6488240 12.2732872 10.4372107 11.2489199 8.7064256 9.5714527 6.0234993 2.3510629 13.6756066 10.0155217 11.2140992 11.0864570 10.2458922 9.5810949 7.1192586 10.1981318 10.1894905 10.7636443 NA 7.6178612 5.4595988 NA 1.3510629 5.1324329 9.7540865 10.8916868 11.3648996 10.4569829 NA 11.0230577 11.9010997 8.0515140 9.3538894 12.4835742 9.4635140 9.4687175 7.3678830 11.6231209 10.9749559 9.3052708 10.2832892 6.0925415 8.4957327 5.4171639 12.7036697 10.3023592 12.4909455 10.6393638 12.5650899 9.7540865 10.7929812 9.9985329 10.1696566 11.6187390 9.0092859 10.0410724 8.7390917 9.6271988 0.3510629 10.7097256 10.3678828 9.2803328 0.3510629 -0.6488240 8.6819914 8.9654345 2.8105048 9.9114073 10.8170693 9.8795286 0.3510629 9.6628227 8.1454905 9.8449300 0.3510629 7.6998028 8.1258613 11.9020617 10.1242136 5.9509862 8.8998964 9.8697275 TCGA-IB-AAUR 67 0 NA 338 pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r1 9 white not hispanic or latino 392.30.0 1 4 NA NA 3 2 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 1.733854e-06 8.669269e-07 10.1922594 1.4356819 7.7725818 -0.1492806 6.3743023 14.2033359 8.0356162 4.1361422 7.6867911 8.5905212 10.0765505 6.8841632 11.5056004 10.6272272 11.2993732 9.7696038 7.5089523 10.0819618 10.9966728 4.3101729 11.1576567 0.4357353 9.9870910 9.3029818 10.0380928 6.3976353 5.6709196 9.6451566 0.4357353 7.1034064 3.7576314 9.5346126 3.0986722 10.4229671 8.6205783 8.2279514 -0.1492806 7.9168301 0.4357353 4.2770028 11.7032701 15.8954336 8.7318546 3.9382011 9.4148901 10.0337557 11.2347149 14.0783190 9.0915319 NA 3.8951378 7.6350484 14.1523797 8.2919419 10.1760461 1.1726795 10.0055461 NA 7.7056089 8.9800236 9.1245362 0.8507194 2.9382105 8.2731209 5.0795573 8.8937678 0.8507194 9.8605693 2.1726795 7.6962303 8.5563731 10.1453613 10.1378758 7.9670844 10.9625283 4.0601944 11.9237106 8.7364371 5.8165255 12.2439970 9.2801474 6.8731082 8.5148146 11.0723278 8.4375802 4.7087225 0.4357353 9.1280281 9.5372411 9.1749212 7.9566491 9.2843260 4.8507394 14.6977980 10.3860160 11.4182214 10.1782932 11.0322035 11.0231681 8.3976353 10.3560560 4.3101729 11.7356323 10.0169037 9.1823181 -1.1491206 7.8896597 11.9260527 11.3865725 10.7936106 9.8315942 11.7480189 9.5537790 9.1291900 4.7814804 8.2409096 12.7426192 9.6072970 -1.1491206 5.2430597 7.7844313 12.2158328 10.6685237 13.0671076 9.3485925 8.9087325 10.9012695 5.0609726 7.3305208 10.4632728 9.4571459 10.3738125 10.2597284 9.0962932 9.6394590 5.1175288 2.5511715 11.0309606 5.0601944 3.1726635 10.5341739 12.8619679 3.4945948 8.8896597 7.2558821 10.6613123 6.3183458 7.9670844 9.4148901 11.2005747 8.8535557 9.9566491 2.1726795 6.8394255 9.7241847 8.0647681 10.6006100 NA 11.3140096 11.9228732 10.3122201 5.3585369 8.0915322 7.4281692 -0.00987200 -0.00987200 0.08796900 -0.00013862 -0.00037821 -0.00037821 0.00000000 0.00013863 0.00069327 0.01438000 0.01438000 0.04897200 -0.00180140 -0.00235530 0.00019307 0.00019307 0.00346870 -0.00207840 -0.00207840 -0.02630400 0.00264800 0.00736090 0.00235810 0.00569190 -0.01230000 -0.00987200 -0.00987200 -0.00013862 0.00152550 0.00000000 0.00000000 0.00000000 -0.00401620 0.00013863 0.00013863 0.00013863 -0.00359240 -0.05272300 -0.00180140 -0.01164100 0.00291330 0.00291330 -0.00277070 0.00019307 0.00019307 0.00019307 0.00019307 -0.00166290 0.00069327 0.00346870 0.00249690 -0.00207840 -0.00207840 -0.02630400 -0.02630400 0.00264800 0.00736090 0.00805670 0.00027728 0.00027728 0.00569190 0.00569190 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1178199 10.0571445 10.4520471 10.2832825 10.6378269 9.2685932 7.7696038 7.5337354 9.6836307 9.4309992 9.9362132 10.8475671 12.7221646 11.0801603 8.8521487 9.3081215 5.3264726 11.9706544 7.5266980 9.4927923 11.6240014 10.4129830 10.3315308 10.4727925 8.2916100 10.5947335 8.1476567 10.5313902 14.1570516 10.1556623 10.9719504 8.0577551 3.7087170 12.2439970 11.9467969 6.2344458 5.2936832 10.4576084 NA 10.4990982 10.9215324 8.8605693 11.3703769 8.2082924 10.5938920 12.7596023 10.4205962 12.8870001 3.9382011 0.8507194 10.6800670 13.1910080 11.8032162 11.1176794 10.1878050 10.1647574 9.7374280 12.3123480 10.0571445 11.7349112 11.8893168 2.0206622 3.3743023 11.5056004 9.1983620 8.6804633 10.2832825 10.8978645 9.1950365 9.3335485 8.6661239 8.2387577 6.9005891 13.0423397 6.4790042 7.9644830 8.0430333 8.2257801 9.9053313 9.6836307 8.9813113 11.4210707 10.8273048 10.6168554 8.3305208 9.4167946 12.6821469 10.2236057 8.2148752 9.9362132 11.3674256 1.6580972 8.1387991 10.6725146 10.5862967 9.1704128 2.1726795 11.4328826 10.1788545 10.7493420 7.7785187 13.2227895 7.5442273 11.4241511 10.3360669 9.0747422 5.3264726 7.2585180 7.7118273 7.5266980 6.1905912 9.1718683 11.7081385 6.6189243 10.7546225 7.7024899 8.9838829 9.8758802 9.9334618 7.9336346 6.1278891 5.0601944 NA NA 8.6788772 10.4129830 8.2916100 0.8507194 6.5089515 9.6915186 10.0349962 7.5684168 9.4497235 10.4314703 0.4357353 11.5807861 1.4356819 9.3879589 2.9382105 10.5313902 11.1294805 9.4385180 10.7241848 10.1556623 3.8507394 10.0968873 10.8789920 10.7371993 8.7364371 9.8570667 6.5017926 4.4654521 13.6471352 10.1889199 11.0461129 11.1991064 11.8427938 10.8053005 11.7354835 10.6151976 10.5824839 11.3669331 NA 7.5581000 5.0795573 NA -1.1491206 3.0986722 10.1782932 10.9934859 11.6534004 10.6536608 1.4356819 11.0653634 11.3703769 8.2082924 8.6089637 12.3977556 9.5529132 10.1692834 7.2170630 11.2622516 10.9053450 9.5275792 10.2548178 7.8020252 8.2409096 4.3743023 12.7426192 9.6047930 12.2566798 10.9225382 12.8870001 11.0482645 11.1262832 8.0601939 10.4632728 11.3725864 9.3791947 10.4869120 9.3295102 11.4232040 0.8507194 10.5363654 11.3862590 8.9644827 11.8032999 6.2423700 9.3455962 8.6572098 0.4357353 11.6185113 11.5859835 9.2505526 3.6056247 9.6089639 8.7114863 10.1878050 -0.1492806 7.4091609 7.8251553 11.4307636 10.6780834 6.7333842 9.2387580 10.2664824 TCGA-IB-AAUS 84 0 NA 225 pancreas stage iib t3 n1 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes 40 1948 r1 2 white not hispanic or latino 392.30.0 1 4 5 6 1 1 3 1 2 3 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.42176e-06 4.161249e-07 10.04486524 -0.02929357 7.71555777 NA 9.30723041 15.52418812 7.49820060 1.77808239 7.58910954 7.90441425 10.25091457 4.46257589 10.87347580 11.13912014 11.11888256 9.30946021 7.18989274 9.53962994 13.41347297 3.55568120 11.35091427 2.14064779 10.32276721 10.62312072 10.29602922 7.33704560 6.80361324 11.10963552 1.97070643 7.74551097 3.14064779 10.06612082 1.97070643 9.87761436 7.85336695 7.78450529 NA 8.29490421 0.97070643 4.21864944 10.82711433 15.43971371 8.31723758 4.61458029 9.57063673 10.25670393 13.38435174 14.05486783 8.96507719 -1.02914635 3.29264925 7.69711214 13.87389958 7.99943126 9.75208355 2.43015144 10.35927935 -1.02914635 6.29265109 8.99586352 9.35226682 -0.02929357 5.94800272 7.72561166 3.82870266 8.71219096 2.14064779 10.02397095 1.55566893 6.90146067 9.65984823 10.35010215 9.34467651 8.26764019 10.09355186 6.11027554 12.15513430 8.28587333 5.12047222 13.05918081 9.73144378 7.01511840 8.30146144 10.20613977 8.28813658 4.75208488 NA 9.26419556 9.73808060 8.12554211 7.18989274 9.44949349 6.20912775 14.08340766 10.48593082 11.34901866 9.91982094 11.41522110 9.98892393 7.94226758 5.50988266 4.90146067 10.99013382 10.04620291 9.49863084 1.55566893 9.35442814 11.89887203 10.66519493 10.53605922 10.31612911 11.16947578 8.97072369 8.61818212 4.61458029 8.20673796 12.52062880 9.84800802 NA 6.95940851 7.07924796 12.89924220 10.96684420 13.54312799 9.16424927 8.72728029 9.89701983 5.71528938 7.57805411 10.24904552 9.90809760 11.52002719 8.21177735 9.31057393 9.52243206 5.32827639 3.29264925 11.22013361 -0.02929357 1.97070643 11.38091015 12.53534967 1.29266397 9.27107639 7.43837021 9.94800374 5.88958792 7.75535897 9.80440453 11.27906282 9.08576747 10.46307780 0.55571801 6.72561166 9.43015541 7.88660319 10.51085187 NA 11.35631661 11.28020019 10.31224267 4.49428759 7.97353896 7.91323829 0.01558700 0.01558700 0.01558700 0.00083195 -0.01876500 -0.01876500 0.00035962 -0.01917700 0.00819590 -0.00259660 -0.00259660 0.00513590 -0.02288100 0.00055459 0.00055459 0.00055459 -0.00387790 -0.01050800 -0.01050800 -0.03135900 0.00208050 0.00208050 -0.00429290 -0.00177830 0.00722170 0.01558700 0.01558700 0.00083195 -0.01876500 0.00035962 0.00035962 0.00291330 0.00067392 -0.01917700 -0.01917700 -0.03756500 0.00819590 0.00569190 -0.02288100 -0.02288100 -0.00456950 -0.00481250 0.00000000 0.00055459 0.00055459 0.00055459 0.00055459 0.00166420 -0.00027724 -0.00387790 0.01922300 -0.01050800 -0.01050800 -0.03135900 -0.03135900 0.00208050 0.00208050 -0.01261800 -0.00069303 -0.00069303 -0.00177830 -0.00177830 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.775661 10.632947 10.386994 10.257282 10.906625 8.841088 7.725612 6.797272 9.133115 9.485438 9.696942 10.499178 12.450378 11.137515 9.276786 9.675492 2.970725 11.964370 8.919091 9.482476 11.290263 11.407175 11.052207 10.580364 8.145649 10.260743 8.828705 10.701826 13.942043 10.523393 9.515688 7.498201 2.555693 13.059181 11.833167 6.292651 4.430158 10.502593 -1.029146 10.561779 11.038494 8.851838 11.693531 7.993092 10.472561 11.455043 10.560843 12.553689 3.778082 -1.029146 11.853367 13.157689 11.158954 10.543632 10.014435 9.940110 9.106702 11.9829992 10.6329471 12.0812071 12.4934279 6.4705694 2.6711575 10.8734758 9.0096428 8.6798077 10.2572815 10.7045865 6.6642112 7.1898927 7.9986299 8.4095157 6.7716242 12.3708027 6.9887017 7.4665790 7.6431491 8.8895870 9.9212797 9.1331152 8.8146449 10.4967340 11.1992419 10.1710094 8.4281047 9.1728478 13.0175920 9.8333612 8.2043437 9.6969420 11.3105738 1.2926640 8.8876931 10.8651627 10.5918599 9.0462029 0.5557180 11.3257996 9.6598482 10.5147222 7.4301556 12.2862980 7.4545395 11.7287388 10.2198373 8.4903599 2.9707248 7.0227484 8.7438630 8.9190910 6.7780784 8.8581728 10.6913956 5.7256103 11.3734694 7.4625767 8.9263737 10.2881365 9.8585841 8.1179288 5.6572255 3.8776167 -1.0291463 -1.0291463 9.4188401 11.4071751 8.1456494 0.9707064 6.2186514 7.8836129 9.8518377 7.2375102 9.5214707 9.7667634 1.2926640 11.6028102 1.9707064 9.1481433 1.2926640 10.7018264 11.4108144 9.2067380 10.6050811 10.5233929 0.5557180 10.2222062 10.9415487 10.5462630 8.2858733 9.6615948 6.0260055 3.6145803 13.3900257 10.1500109 10.5396299 11.2348732 10.9411892 10.3005202 10.9256471 10.8306468 10.2085313 11.0089569 2.4301514 8.1179288 5.6145803 -1.0291463 0.5557180 7.1356303 9.9198209 10.9390306 12.9237244 10.3854090 0.5557180 10.7285305 11.6935313 7.9930918 8.6502038 12.4278482 9.6935314 10.0178477 7.4053517 11.5801334 11.0415156 9.5687764 10.1862568 7.1801767 8.2067380 3.2926493 12.5206288 10.3565862 12.0992015 10.3266254 12.5536890 10.9826499 11.4383293 9.2245714 10.2490455 11.3506437 9.5108518 10.3266254 9.1555992 10.9861388 NA 10.7796880 10.5443710 9.2584362 5.9249194 1.9707064 9.5687764 9.1285001 0.5557180 10.9812520 11.6189803 9.3227673 1.2926640 9.7054335 8.7259119 10.0144347 NA 7.4301556 7.9565655 11.4718146 10.4680767 6.3016407 10.5580325 9.8999822 TCGA-IB-AAUT 65 0 NA 287 pancreas stage iib t2 n1 m0 26-3-2015 male 2013 yes pancreas-colloid (mucinous non-cystic) carcinoma yes 15 1988 r1 7 white not hispanic or latino 390.32.0 1 2 NA NA 2 1 2 2 3 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.112937e-06 1.391172e-07 10.1690679 1.8433809 6.4283501 NA 8.2752334 14.4936915 6.5893425 3.8433910 7.8320723 7.8841339 10.1334064 5.9449264 11.2481744 11.2306439 11.0524348 9.7711656 9.1980044 9.7392154 12.3538222 3.8433910 11.1592919 0.2584586 11.0952645 9.1364760 9.8158889 6.1891623 4.7178573 14.0187813 NA 9.1502088 3.3458931 9.3069120 4.1653171 9.5926985 8.6159772 8.2945987 0.8434211 7.9449258 2.0657791 6.0266098 10.4389560 15.6299125 8.4896465 5.1891643 10.0257820 9.9013794 11.5187567 14.5532613 8.8841339 -0.7415414 5.6507416 7.2331269 14.0022077 8.0452830 10.2097098 2.5803626 9.9683706 2.0657791 7.6635666 8.8072470 9.4457772 NA 3.7819891 7.7260308 4.0657791 8.4556420 1.5803385 9.9837914 1.8433809 6.9795247 8.9605977 9.4788034 9.6421295 8.4132433 11.1183481 1.2583983 12.0325945 8.5345496 4.1653171 13.2800124 9.3838386 6.7741255 7.9370960 10.2111664 4.8130115 2.8433809 -0.7415414 9.1425957 9.2357050 8.8968609 8.0844970 9.5415135 6.4383344 14.0329034 9.9449256 11.0641690 9.8629784 11.6485941 10.6678161 8.5391960 7.1891623 2.2584285 10.8524605 10.4239603 9.5027890 -0.7415414 14.5584201 11.7404768 10.8795613 10.2491319 11.1429773 11.1311001 9.1562707 8.3669494 5.4872452 9.3877083 12.6060465 10.3998938 NA 4.9022810 7.0066178 12.4909960 10.8235273 12.9999975 8.5982751 6.4482501 9.8377411 4.2584285 7.3458878 10.7393163 11.4580975 11.4522585 7.2752334 9.6181748 9.4395774 5.1891643 3.1653171 11.4577907 3.3458931 0.8434211 11.1399215 12.1410682 -0.7415414 9.6247474 7.6159768 10.2577205 6.4383344 8.2835648 9.4283501 11.5181684 8.9255366 10.2563103 1.2583983 6.0657791 9.1592919 7.8168461 10.8230510 -0.3409888 11.5246260 11.6176256 10.4956351 5.2807930 8.0133126 7.3928515 0.01433000 0.01433000 0.01433000 0.00485790 0.00152550 0.00152550 -0.00055444 -0.00235530 0.02160300 -0.00041585 -0.00041585 -0.00041585 0.00263570 0.43952000 0.02006300 0.02006300 -0.00138580 -0.00332430 -0.00332430 0.02777800 0.00277450 -0.00759390 0.01782400 0.00499690 0.00499690 0.01433000 0.01433000 0.00485790 0.00152550 -0.00055444 -0.00138580 -0.00138580 0.00000000 -0.00235530 -0.00235530 -0.00235530 0.02160300 -0.00041585 0.00263570 0.00263570 -0.00782690 -0.00041585 -0.00180140 0.02006300 0.02006300 0.02006300 0.02006300 -0.00097017 0.00291330 -0.00138580 -0.01491600 -0.00332430 -0.00332430 0.02777800 -0.03449500 0.00277450 -0.00759390 -0.00152430 -0.00705760 -0.00705760 0.00499690 0.00499690 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.8758926 10.3597443 10.5713081 10.1140723 11.2471098 9.3000844 8.3825466 5.4081718 8.8033895 9.5063526 9.8101335 10.5797896 13.1035231 12.2990574 8.8712935 8.9536535 5.4283501 11.6291126 11.1494493 9.5015992 10.6569551 10.8685272 11.5684698 10.6982561 8.3773663 10.8072470 8.5938154 10.3379766 13.5210339 10.2089810 9.7917548 7.7502782 4.0133104 13.2800124 12.2771469 3.7819891 4.9588659 10.4107100 NA 11.2385647 11.1562706 8.7137525 11.5015991 7.6550298 10.1318693 11.1046991 10.3708647 12.6933140 3.7819891 -0.7415414 10.5960471 12.6235173 11.2335387 10.5370082 10.1086120 10.0992031 9.8711002 11.2983723 10.3597443 11.7939435 12.0297083 2.2584285 4.6507416 11.2481744 9.5848547 8.7682002 10.1140723 10.6534236 7.1772880 8.0786040 9.3164169 8.9202034 7.3825462 12.9068951 5.3156604 7.4132429 8.5690380 8.9308506 9.5345496 8.8033895 9.1517267 10.8745144 10.8029067 10.7819871 8.1164063 8.0166484 12.8643676 9.9743872 8.0754086 9.8101335 11.0442863 -0.7415414 9.6510860 10.9812327 10.4648291 9.2184271 1.8433809 11.0869583 9.7582710 10.5116817 7.0463273 13.1030329 8.5368747 11.6577031 10.3041849 8.4333509 5.4283501 7.4641692 10.4896463 11.1494493 8.5893422 8.9575812 10.3780147 6.6507430 12.4212885 6.4482501 9.3458880 10.0770073 9.8120544 8.7402247 4.1653171 NA NA NA 9.1772885 10.8685272 8.3773663 0.8434211 7.3405738 7.1287904 9.7937005 7.8130141 9.0365022 8.9812328 -0.7415414 11.8816208 3.5803505 10.3069120 4.2126238 10.3379766 11.1475488 9.0066181 10.3708647 10.2089810 0.8434211 10.5814800 10.7995218 11.9083549 8.5345496 9.7003319 5.3669481 4.9308509 13.3538222 10.4745647 10.5472912 11.2513635 11.0544648 9.9076813 8.5622058 10.5926985 10.1156287 10.7824770 0.8434211 7.4433008 5.8877811 NA NA 6.1891623 9.8629784 11.2696524 11.3914839 11.1399215 0.2584586 10.9242052 11.5015991 7.6550298 8.5063528 12.5952106 9.6656930 9.7147796 9.4283501 11.2734917 10.8550808 9.5063526 10.0577068 7.0657802 9.3877083 2.5803626 12.6060465 10.1645642 12.0641690 10.8192356 12.6933140 10.4537974 11.0805976 11.1303304 10.7393163 11.6129500 9.4992165 10.2104383 9.4283501 10.2162527 1.5803385 10.8173241 10.6485941 9.6082593 3.5803505 2.5803626 9.4043573 8.5010279 -0.7415414 11.3529779 11.3097429 9.7975840 1.8433809 9.5368747 8.3584565 10.1086120 0.8434211 7.7859023 8.0032587 11.6272044 10.7356774 6.5438268 9.6093644 10.0015765 TCGA-IB-AAUU 35 0 NA 245 pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 15 NA r0 2 white not hispanic or latino 390.32.0 2 3 1 3 2 1 1 1 3 1 0 0 0 0 4 0 0 0 0 5 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 2 0 0 0 0 0 0 2 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.7807e-06 6.677624e-07 9.7500358 3.2927376 3.0911074 -1.2307360 5.8984647 13.7480713 7.2367873 NA 7.7804092 7.7378490 10.0626539 4.6760755 11.0899827 11.4957580 10.8001941 9.3237711 8.7233783 9.6185872 11.1943980 2.2286032 11.6052325 3.8566471 10.9596242 8.5274055 10.0277482 4.1954500 3.8566471 11.8418172 -1.2307360 9.7880778 7.8406445 9.0218475 3.2927376 9.3681651 8.6287171 7.7550244 1.0911243 8.0775213 1.0911243 5.1785712 9.6939056 14.6110904 8.6745691 8.8108412 9.2265630 11.1582757 9.8874744 14.4543690 8.6395469 NA 4.5765342 8.3198712 14.0564256 8.3466108 9.6843145 3.0171024 10.7628282 -1.2307360 8.2888186 8.8258200 8.2927440 1.9391137 2.3541418 8.0242105 3.1615008 8.3256882 -0.2307360 10.4143902 0.7691793 6.9639388 9.4902813 8.5207263 8.4433746 8.3709528 12.9142386 5.3690965 12.2210372 8.3199290 5.1954460 14.8013571 9.1234316 5.6760727 7.7715753 10.2590301 5.6395476 2.3541418 NA 9.1838673 9.4424911 7.2809350 7.8511450 9.3718810 5.2610343 13.8227263 10.6685391 10.9928822 9.6138880 12.2375516 9.8958867 7.9340889 5.1090304 5.6020708 11.0494976 10.5085409 9.6302691 -1.2307360 11.3635068 11.8903919 10.9179478 10.2085352 11.7432382 11.1711283 8.7915501 8.4504207 6.1528871 9.6356884 12.2001573 10.0194805 -1.2307360 0.3541136 6.3616385 12.2198779 11.9015212 13.3027552 7.5733132 6.0359691 9.1474769 6.5061925 7.7204666 9.6708711 10.2167820 11.2682806 7.4202339 9.7684775 9.4894263 3.9786350 2.6760643 12.0831989 2.4696255 -0.2307360 10.7076591 12.6452194 1.5765221 9.7845972 6.5173749 8.4486623 4.9590050 8.9441079 9.0336248 11.5070632 9.5249043 10.1933484 2.4696255 6.6395462 8.9883507 7.1912468 10.7525321 NA 10.5423213 11.4351842 10.7991595 4.6271632 8.6820715 5.6395476 0.01377200 0.01377200 0.01377200 0.12977000 -0.44102000 -0.11857000 0.14622000 -0.27631000 0.14518000 -0.46153000 3.65690000 -0.10775000 -0.43897000 -0.11818000 -0.10920000 -0.42254000 0.20335000 -0.49663000 -0.02767100 1.07840000 1.28160000 1.14570000 0.17664000 -0.06424000 -0.04834200 0.01377200 0.01377200 0.12977000 -0.44102000 0.14622000 -0.02685100 -0.02685100 -0.08678400 -0.42375000 -0.42375000 -0.19325000 0.13273000 -0.46153000 -1.05240000 -0.43897000 0.18192000 0.18192000 0.00097064 -0.10920000 -0.10920000 -0.42254000 -0.13626000 0.16130000 0.18995000 0.20335000 0.15771000 -0.49663000 -0.13095000 0.23272000 -0.74673000 -0.41542000 -0.44264000 -0.13755000 -0.43799000 -0.43799000 -0.06424000 -0.07592600 0.182 0.182 0.000 0.000 -0.109 -0.109 0.161 0.175 0.203 0.158 0.158 -0.475 -0.104 -0.219 -0.747 0.000 0.000 0.000 0.000 -0.274 0.177 -0.124 -0.438 0.130 0.130 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 -0.193 0.145 0.145 -0.462 -0.108 -0.439 -0.439 0.000 0.000 0.182 0.182 0.000 0.000 -0.109 -0.109 0.161 0.175 0.203 0.158 0.158 -0.475 -0.104 -0.219 -0.747 0.000 0.000 0.000 0.000 -0.274 0.177 -0.124 -0.438 0.130 0.130 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 -0.193 0.145 0.145 -0.462 -0.108 -0.439 -0.439 0.000 0.000 9.427394 10.849333 10.120674 11.097296 10.480849 9.234748 9.111257 6.462669 9.788078 9.859295 9.987745 10.333332 12.888123 12.792243 8.817669 8.764949 4.676076 10.126184 10.130029 9.685808 12.186412 12.037870 11.063803 9.918929 8.214197 10.161500 8.374662 10.679683 13.518109 9.682071 9.399449 6.913841 4.576534 14.801357 11.678700 3.898470 2.769179 11.517794 NA 11.048212 10.586965 8.411234 11.998301 7.777611 10.631045 9.890716 10.829202 12.844996 3.627163 -1.230736 11.147477 13.437624 11.565694 10.731030 10.651443 9.902324 9.083561 10.4795581 10.8493335 12.2393326 12.4473421 1.3541700 4.1615008 11.0899827 9.2819226 8.7072915 11.0972961 10.1854519 5.2121257 7.6083857 8.4451390 8.8149419 7.0638028 11.4915628 8.0806124 7.1267344 8.2550116 9.0695346 10.4652803 9.7880778 8.9328319 9.2878354 10.4709218 9.7635356 8.2749935 7.0865948 13.0336981 9.5215628 8.0218478 9.9877454 10.5497219 2.5765463 9.4702546 10.7471775 10.2575244 9.7072915 1.7691793 11.5290703 10.1684600 10.4175398 7.6939949 14.4862963 7.0956112 12.2358959 10.3470829 8.6271632 4.6760755 7.9149872 8.9992026 10.1300293 6.5373660 9.4453507 9.3866495 9.0406451 11.0597771 7.0820649 9.2337280 10.4979530 9.9227342 8.0592011 7.9340889 4.9590050 NA -1.2307360 9.2172986 12.0378704 8.2141972 NA 6.5038925 5.9087337 8.5716984 8.1245334 8.4021773 11.1520763 NA 12.3888290 3.5765342 9.7131621 1.9391137 10.6796825 10.6932523 8.9883507 10.7335231 9.6820715 0.3541136 11.8310596 10.7428795 11.4591801 8.3199290 9.3456665 6.2203938 3.7233838 13.1408908 10.2824163 10.5381935 11.3446718 11.2836496 8.8499996 7.4058069 11.5184231 9.6510608 11.2367877 NA 6.6999194 4.2927449 NA 7.8352717 8.6380047 9.6138880 10.6726874 10.5932498 10.1912469 1.0911243 9.7908562 11.9983014 7.7776111 8.7873822 12.2836497 9.6302691 8.7493217 8.8868254 10.9663989 10.5182135 9.5973187 10.1555835 6.6518252 9.6356884 4.5765342 12.2001573 10.2347486 11.9079339 10.2927441 12.8449955 9.4678867 10.6965898 8.3709528 9.6708711 11.4877150 8.2809350 9.9700807 9.0383089 10.4287321 -0.2307360 10.3999043 10.4889987 10.9734476 1.0911243 4.1615008 9.2131616 8.4029038 3.8984696 10.3261671 11.1885235 9.7204669 -1.2307360 9.0568945 8.8833410 10.6514431 5.4556823 7.0075869 7.7291843 11.8822732 10.7578668 4.9391090 8.5716984 9.7887728 TCGA-IB-AAUV 49 0 NA 404 pancreas stage iib t3 n1 m0 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 50 1980 r0 3 white not hispanic or latino 392.30.0 1 4 4 5 3 3 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.4744911 4.2198268 11.3837311 1.0499095 10.0689396 16.0963980 7.6937608 1.0499095 7.5481561 8.2978325 10.3803737 4.1202939 11.1073552 10.8592936 11.4316641 9.8325755 7.2117929 9.4584470 12.8034560 6.0767045 11.3555107 0.3128975 9.8739090 8.6734207 10.4114101 6.8624030 6.4144772 11.7113267 NA 7.8751817 3.9759053 9.8227144 3.8572644 10.0087475 9.0499049 8.2198297 -1.2719489 9.1213672 0.3128975 5.4004013 10.2407173 15.8741377 8.5272584 5.4694432 10.0959375 10.4799392 13.7213133 14.5494020 9.1594745 -1.2719489 6.2357711 7.9868489 13.9736038 8.4524908 10.1013857 1.0499095 10.0816750 -1.2719489 4.2515373 9.3463624 9.3781310 -0.2719489 5.2825658 7.9495641 4.3426898 9.1955824 1.0499095 9.9941778 0.7279640 7.5093364 9.1468835 9.8903681 9.1106008 8.4978147 8.0385898 5.1373683 12.5715053 8.2574072 4.6106174 9.3564223 9.7967551 5.4961619 8.5741098 10.6594530 5.6587142 4.2515373 NA 9.4820292 9.9435098 8.3591539 8.2258287 9.6311056 6.0767045 14.1668661 11.1996520 10.4949198 10.3030432 11.4926411 10.3366937 8.1500417 6.6227942 4.4004013 10.9983014 10.5461595 9.7428482 -0.2719489 8.4284167 11.7536355 11.0453301 10.7193392 9.6609297 11.3873038 9.5280678 9.3527722 4.2198268 6.6879789 13.0041012 9.8161025 NA 6.5983414 7.0087479 12.5937101 10.5138379 13.4421150 8.8114563 7.4660691 10.0594536 3.9382105 7.4558976 10.8110339 10.5256384 11.4284165 8.0017724 9.0910164 9.6174807 5.1202939 4.0133819 11.1267205 3.6821687 1.8978987 11.6136732 13.0000233 3.1203022 9.5337206 7.6113229 9.7440886 5.4694432 8.2476128 9.5836240 11.4558972 9.2921263 10.1084378 1.3129555 6.0408596 9.6609297 8.5545252 10.0385895 -0.8606615 11.5592841 11.0628087 10.4924338 4.6348662 7.7940662 8.5158792 0.00013863 0.00055459 0.00055459 0.00196460 0.00027728 0.00027728 0.00105830 0.00000000 -0.00027724 -0.00235530 -0.00235530 -0.00235530 -0.00152430 0.00110930 0.00110930 0.00110930 -0.00318590 -0.00069303 -0.00069303 -0.00512270 0.00194180 0.00194180 -0.00166290 -0.00069303 -0.00069303 -0.00707010 0.00013863 0.00332990 0.00027728 0.00105830 0.00105830 0.00263570 0.00332990 -0.00983900 0.00000000 0.00000000 0.00000000 -0.00235530 -0.00152430 -0.00152430 -0.00346270 -0.00193990 0.00638710 0.00110930 0.00110930 0.00110930 -0.00263010 -0.00013862 0.00027728 -0.00318590 0.00305220 -0.00357030 -0.00069303 -0.00512270 -0.00512270 0.00194180 0.00194180 -0.00470790 -0.00324070 -0.00324070 -0.00069303 -0.00069303 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 11.1825332 10.5521400 10.7933929 10.3618802 10.4297165 9.5465590 7.1202939 5.9276500 9.1915012 9.6483297 9.9471454 10.9824150 12.9950561 10.9174925 9.1976187 10.0334686 6.5859585 12.5523390 8.1996522 9.5960276 9.7627621 10.6208990 10.7364054 10.6453489 7.0179954 10.2729413 8.9531843 10.3226094 13.9168361 10.7662099 9.9356013 8.8034560 3.6348720 9.3564223 12.1916289 4.7279749 6.1626048 10.3713821 NA 10.8764534 11.1341818 9.1552896 11.2914114 8.3790287 10.3115298 11.3250983 10.3357694 12.6179560 3.7723713 -0.2719489 10.8001094 12.5303922 11.3951749 10.5061977 9.8121208 9.8449704 9.5413973 11.7896855 10.5521400 11.8785175 11.5177142 5.1542429 4.7940675 11.1073552 9.0932057 9.0544062 10.3618802 10.9615965 6.6879789 8.0064265 8.6044939 8.9830053 6.8312642 12.1295230 5.5107784 7.6792612 8.6557547 8.9251936 9.8371283 9.1915012 9.0689395 11.0761517 11.3790285 10.5076961 8.8751817 9.2087669 13.1146477 9.8358477 8.3481966 9.9471454 11.6559399 0.7279640 8.9757500 10.8960221 10.7155961 8.7419971 2.8154320 10.5521400 9.7696359 10.3586990 6.8207342 11.6231734 7.5859578 11.3543703 10.5913887 9.2006677 6.5859585 7.3907872 10.1389580 8.1996522 6.3129392 8.9881319 10.8501577 1.8978987 12.0328985 7.2787236 9.2671357 10.4245097 10.8754997 7.9681478 2.1874194 NA NA NA 9.1331183 10.6208990 7.0179954 0.3128975 6.7223308 7.5093364 9.2327958 7.4144772 9.3682218 10.2228324 0.7279640 11.2748713 4.8979035 10.2554538 3.5353314 10.3226094 11.0904686 9.5812863 10.7233906 10.7662099 1.7279640 8.3426867 11.2554538 10.8443208 8.2574072 9.9380393 5.4694432 3.6821687 13.5696394 10.5227988 11.3801495 11.3647804 9.6423619 10.6303520 8.4575976 10.6393688 10.0572125 11.1460930 -1.2719489 10.2911731 6.5288760 NA NA 6.7109703 10.3030432 11.2825657 13.3164367 10.6044937 -0.2719489 11.9222720 11.2914114 8.3790287 8.9794592 12.3227679 9.9153289 9.3176279 7.1791876 12.0686615 11.2285697 9.7607113 10.0521573 6.2515392 6.6879789 2.8978987 13.0041012 10.0116439 12.3023338 10.7279769 12.6179560 10.5195467 11.4899435 9.0351777 10.8110339 11.1200259 10.0191476 10.2238318 9.2057351 10.3329933 -1.2719489 10.9666801 10.6014209 8.8662487 7.4994664 3.6348720 9.1127606 8.8718957 1.5353563 10.5983416 10.5213444 9.6333638 2.6348720 10.2431839 8.5060540 9.8121208 NA 7.8853236 8.2397293 11.5377449 11.0366002 6.9128522 9.2446619 9.9603977 TCGA-IB-AAUW 63 1 230 179 pancreas stage iib t3 n1 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 392.30.0 1 2 5 5 2 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.1612632 3.5603604 6.8233940 0.6534270 7.4704523 13.2577322 7.2755202 2.9753917 7.4926720 8.1392981 10.3702880 7.0586098 11.1836310 11.4763162 11.5990952 10.2147565 9.0702661 9.5114495 11.6763565 6.6534685 10.8963449 0.2384200 11.1448206 8.0371730 10.3183602 7.5753093 4.5603604 14.6177417 NA 10.0055120 4.9013979 9.0649796 4.6978628 9.9532489 9.2147565 8.4249582 -0.3464813 8.2290077 1.4608474 6.6307491 10.0937356 15.5464145 8.4831914 6.2755211 10.3390934 10.6538207 7.4608236 14.6051630 9.2718540 1.2384200 6.7249313 7.4215204 14.8085239 8.7019555 10.2431197 1.4608474 10.1627190 1.4608474 9.5028736 9.4016614 9.3443396 0.2384200 0.9754101 8.5269127 4.6758385 8.7195579 3.6534728 10.0886179 1.2384200 8.0860104 8.3294255 9.2109323 8.6882674 8.5145555 11.6045711 2.9753917 12.0436375 8.6951277 5.1612629 13.8206514 9.8252708 8.2157111 8.9078596 10.2946172 7.1087962 3.3539019 -0.3464813 9.2791774 9.4405549 9.4816051 8.7342862 9.7235894 7.0543482 14.2109622 10.6116587 10.7501837 10.2128457 11.9195230 10.8466859 8.3134645 10.0484671 3.9013979 11.1542009 10.5075577 9.4169299 NA 13.1688604 11.3651355 11.1190604 10.5666123 11.4419830 11.3928273 9.2185705 8.9549649 5.7619926 9.2515210 12.7364492 10.1281885 NA 4.8432955 7.4216525 12.2649545 11.0678896 13.2709360 8.6923874 6.1453208 10.2318412 4.4390180 7.7750018 10.8649554 11.6205146 11.5810613 6.9708813 9.7182113 9.5648606 5.7724109 3.4608212 11.6993988 4.8822860 2.2384200 11.3232394 12.9416137 3.9754009 9.3338280 6.9254453 10.0623290 6.5842064 8.1129003 9.2176180 11.6087552 9.4216529 10.0813051 0.9754101 6.4478850 9.6400216 8.2717441 10.9173246 NA 11.2907727 11.0747444 10.4616283 5.3677135 8.0964121 8.5989123 -0.00069303 -0.00069303 -0.00069303 0.00194180 0.00077814 0.00077814 -0.00097017 -0.00041585 0.00055459 -0.00124730 -0.00124730 -0.00124730 -0.00083160 0.00055459 0.00055459 0.00055459 0.00138680 -0.00152430 -0.00152430 -0.02726100 -0.00193990 -0.00193990 0.00138680 0.00083195 0.00819590 -0.00069303 -0.00069303 0.00194180 0.00077814 -0.00097017 -0.00097017 0.00041593 -0.00013862 -0.00013862 -0.00041585 -0.00041585 0.00055459 -0.00246320 -0.00083160 -0.00083160 0.00000000 0.00000000 -0.00031713 0.00055459 0.00055459 0.00055459 0.00055459 -0.00093117 0.00249690 0.00138680 -0.00373950 -0.00152430 -0.00152430 -0.02726100 -0.02726100 -0.00193990 -0.00193990 0.00013863 -0.00097017 -0.00097017 0.00083195 0.00083195 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.4344184 10.3586689 10.3928272 10.4604209 10.8302650 9.3460840 8.2864640 5.9295922 9.5543354 9.7987639 9.9480893 10.2275890 13.3731247 12.4330853 9.3805381 8.4446315 5.8133400 11.5899224 11.1000349 9.3276609 10.7398436 11.2878258 10.5153308 10.9123290 8.6674891 10.4041755 8.8057532 10.0317038 13.5265281 10.6007402 9.9894171 8.2477932 4.3539090 13.8206514 12.1638619 5.4182068 6.4926720 10.3569396 NA 11.5528255 11.0417550 8.8990212 10.9784928 8.1691684 10.1667026 10.5345825 10.6339651 12.6939295 4.5842049 -0.3464813 11.1654682 12.7420084 11.4594441 10.7568514 10.0049599 10.4083561 9.5635191 11.5435428 10.3586689 11.6725380 12.4521428 2.9753917 4.9753963 11.1836310 9.5261434 8.9776491 10.4604209 10.4855674 7.3081042 7.7435809 9.0692102 9.1362765 7.0066156 12.3340478 5.9963435 7.6134705 9.3924052 8.6978628 9.7182113 9.5543354 9.0382523 10.6271659 10.4938530 10.1159708 8.2157111 8.3134645 13.1088600 9.8196316 8.4233063 9.9480893 10.9765233 3.5114554 8.2007486 11.0263336 10.6775693 8.9284290 2.4608212 11.1602720 9.8604829 10.0974480 6.7462254 13.4258347 8.3983025 12.2595267 10.4596153 8.9002090 5.8133400 7.4510973 10.6896421 11.1000349 8.1652211 8.9199857 10.2755203 4.5842049 11.2862366 6.0197909 9.6054817 10.2736884 10.0154123 8.9237639 3.1770248 -1.3466648 -1.3466648 NA 8.4910963 11.2878258 8.6674891 0.9754101 7.1612629 7.2718542 9.8780731 8.6163647 8.9944312 10.8101837 NA 12.1189074 3.5114554 11.2598738 3.6534728 10.0317038 10.8016273 9.4768357 10.3737128 10.6007402 NA 11.2297167 10.6282416 11.6935870 8.6951277 9.6882674 5.2384315 4.2384277 13.4479859 10.5569738 10.8705175 11.4466857 10.2603363 9.7435809 10.3439031 10.7097676 10.2982261 11.0227932 0.2384200 8.5573503 5.8822884 NA NA 7.1809455 10.2128457 11.5686010 11.4879850 10.9640813 2.6534728 10.9167377 10.9784928 8.1691684 8.6964957 12.2172607 9.7593771 8.6576889 9.7756495 11.2235614 11.2757492 9.4041755 10.3651355 6.6868913 9.2515210 3.9388692 12.7364492 10.1118751 12.1773980 10.9935968 12.6939295 10.3192486 10.5195883 10.7772667 10.8649554 11.2709360 9.1281885 10.1297084 9.0165083 10.7675362 -0.3464813 10.6328937 10.3360242 10.0744814 7.8158597 6.3204377 9.3311881 8.1676695 1.2384200 10.4736475 11.0591871 10.2435877 2.5603481 9.4584062 8.3925063 10.0049599 2.5603481 7.8183757 8.3452118 11.6382430 11.1105929 7.1731044 9.0870541 10.0896596 TCGA-L1-A7W4 48 1 278 164 pancreas stage iib t3 n1 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r2 2 white not hispanic or latino 369.34.0 2 3 5 6 1 2 3 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7891410 -0.2270164 7.6738963 NA 5.4872741 14.0063867 6.5279164 -1.2270164 8.4454544 7.9873482 9.5436931 0.3579461 11.7981687 11.5701273 11.3946232 10.0910070 10.4885622 9.4105597 9.9265812 3.3579883 11.9165718 -1.2270164 10.8551782 7.4560233 9.6495461 9.9510715 1.9429461 7.6918921 -1.2270164 9.3324063 3.9023148 10.1765739 2.3580023 9.0722371 9.7373701 7.3654861 NA 8.4975429 NA 7.0398161 7.4311691 14.5707920 7.6433937 10.9218235 9.3831312 10.7506668 10.6023555 14.8452455 8.9074555 -0.2270164 2.0949454 7.9387904 14.7543288 8.0584312 10.1431716 4.7037652 11.7777746 NA 1.5803867 7.2201123 8.8880729 6.0398161 1.7730258 8.4786616 -0.2270164 7.9603814 3.0209644 11.2380853 NA 8.2447044 7.8789374 7.4489860 8.2668844 8.4419142 10.6430084 3.9429555 11.3031916 10.5645991 7.4803879 13.8316128 10.2232094 7.3276182 7.2735122 11.1953568 11.1605080 3.1653492 NA 9.6670890 10.1572733 4.7503117 8.6232161 10.3849761 4.5009486 14.8657863 12.0066488 12.1834805 10.2355314 11.8777917 10.7224911 7.7503090 7.0630477 6.1653472 11.1890059 10.0728095 10.1703401 NA 5.8064530 11.8638032 11.1427628 10.7189046 10.5395580 11.1866571 8.6418516 8.8160563 6.4383644 4.9628544 13.2002110 10.5420404 NA 3.0949623 6.9176871 11.6412729 9.9221412 12.4236322 7.3276182 4.6059210 9.9068135 7.0303228 6.7037666 7.9798967 8.8551781 10.9457691 6.3389307 7.8146882 9.4392531 6.5932088 2.2324459 11.9940120 7.8064523 4.5543862 10.2133792 11.8145172 1.7730258 9.3570520 6.2987060 8.9934075 3.9824826 7.4240806 10.4656447 11.7877471 9.1631981 10.5000987 5.8174237 8.6153795 9.8906722 8.0066487 9.6670890 NA 12.1552478 11.9800435 10.1664196 5.2324612 8.1393513 7.5009494 0.0178240 -0.6777500 0.0144700 1.3792000 -0.0138150 0.6417600 0.0000000 -0.0178030 0.6039500 -0.7081800 -0.7081800 1.7420000 -0.6885200 0.0147490 0.0105640 0.0105640 0.0155870 -0.6509000 -0.6509000 0.0245480 -0.6203500 1.5396000 0.0026357 -0.0809400 -0.0789430 0.5220600 0.0178240 0.0051359 0.0076392 0.0000000 0.0000000 -0.7042400 -0.7006400 -0.0178030 -0.0178030 -0.0199480 -0.0210980 -0.7081800 -0.6885200 0.0132460 0.6937200 -0.0282180 -0.0182160 0.0147490 0.0105640 0.0105640 0.0023581 -0.6417000 -0.0106460 0.0077783 0.0249690 0.0384890 -0.6790300 0.0245480 -1.2010000 -0.6203500 0.6479900 -0.0476660 -0.6650400 -0.6650400 -0.0809400 -0.0953840 0.000 0.000 0.000 0.000 0.000 0.000 -0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 -0.669 -0.669 0.000 0.000 0.000 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.540 0.540 -0.091 0.604 -0.689 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.642 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.667 -0.669 -0.669 0.000 0.000 0.000 0.652 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.540 0.540 -0.091 0.604 -0.689 0.000 0.000 0.000 10.0785210 11.0453673 9.9708601 10.6896551 10.7144436 9.5144961 6.3729417 7.7673827 10.2071361 10.0813681 9.5254098 9.6395353 12.4900629 11.7798811 10.9151362 6.1992935 0.3579461 9.8458317 10.2823094 11.2783445 13.0160067 11.7195700 11.6080926 11.5545938 8.9554235 10.3738712 9.2517988 9.9193687 14.3366723 12.0551040 8.9921977 10.5203830 2.8604861 13.8316128 10.9457691 1.7730258 2.5803867 11.2795847 -1.2270164 10.1200968 9.5932081 9.8723769 9.8525139 8.6011657 10.0710917 8.1887708 10.6594878 13.3524629 2.2324459 -0.2270164 12.1187116 13.1796992 11.9594823 11.2402755 11.3624462 9.4560237 10.2737415 10.8404635 11.0453673 11.8676017 8.8064520 -0.2270164 1.5803867 11.7981687 9.8984427 9.0630480 10.6896551 10.6134137 1.0949792 4.0584291 9.8789377 8.8119481 8.3295354 11.5570505 9.4446499 7.6372154 5.3579918 9.2618735 10.2658838 10.2071361 9.1458942 8.2426711 10.5795788 9.9788224 8.0256944 6.8919708 12.6873208 10.3495135 8.3179936 9.5254098 11.2066146 -1.2270164 9.0297331 11.6458964 10.4218360 9.3785086 4.0584291 11.2419077 10.5815911 10.1615847 8.5060445 14.6715124 8.3766555 13.1988351 10.3964534 7.5963963 0.3579461 8.2679047 7.1739089 10.2823094 3.5803867 9.8297413 10.3242567 6.7503090 9.8016259 10.2598641 8.6059191 10.6153795 10.6305826 8.3714169 9.6193031 4.5279148 7.9303760 NA 10.3471496 11.7195700 8.9554235 NA 7.1524076 4.9429555 7.4240806 8.5262461 7.0256944 10.4919900 6.5739289 12.1344247 -1.2270164 10.3817460 -1.2270164 9.9193687 10.3228138 9.2436881 9.9665545 12.0551040 -0.2270164 12.5466835 9.6738959 11.8979582 10.5645991 10.8119481 7.4907057 4.1305850 13.7230838 9.7905336 9.4656446 12.0987632 10.5963964 9.8958571 9.6587254 11.9820255 10.4516293 11.3554064 -0.2270164 6.7445729 3.5279211 -1.2270164 3.1653492 3.5279211 10.2355314 10.7264981 10.8736553 11.3490410 NA 9.1961450 9.8525139 8.6011657 9.6821723 12.7269527 10.0012466 8.3063589 8.6090794 11.0549591 11.2255278 9.2897141 9.0185819 6.9921974 4.9628544 5.0949581 13.2002110 10.5771602 12.7193872 10.7617139 13.3524629 9.6495461 10.7638422 3.4734752 7.9798967 8.3692187 6.9727018 9.9454567 8.1610462 8.4595296 NA 9.9216328 10.2688842 9.2548286 -1.2270164 NA 9.2778481 8.1538367 4.0949539 10.4064785 11.0247187 9.7037666 0.7730680 9.4141778 8.6693617 11.3624462 0.3579461 7.1866570 7.7531686 12.4490964 11.6313988 3.4734752 9.3092762 10.1061845 TCGA-LB-A7SX 74 1 393 127 pancreas stage iib t3 n1 mx 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes 40 1952 r1 7 black or african american not hispanic or latino 349.38.0 2 3 1 3 1 2 1 1 1 1 0 0 4 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 2 0 0 0 0 0 1 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.5614e-06 1.335525e-06 9.1385508 0.4767446 0.4767446 4.7497917 4.9792708 12.1618134 8.2624975 4.7986986 8.2990779 9.2905539 9.8009531 5.3347542 11.2380468 11.6168951 11.0107512 10.0345554 8.9872072 9.2416443 9.5598086 2.0617416 11.9418288 4.2493619 10.5451031 6.4540525 9.5957136 4.1772162 1.6991518 12.8734666 -0.1081142 10.0877974 4.2493619 10.4668766 2.6991740 9.6458625 7.9197161 8.6366438 NA 8.5302460 1.8918080 5.3512432 8.8343247 14.3990473 8.7199466 7.8833318 8.9792728 10.3027914 9.8416368 14.0891804 9.2679356 NA 2.9792754 9.6106083 12.4909094 7.2495383 9.8776521 3.4153666 11.3337168 -0.1081142 9.5019122 8.1772122 8.8255007 -0.1081142 0.4767446 7.2046934 3.1397314 8.2159906 6.5991690 9.4814612 NA 10.8288160 8.0364682 7.5028350 6.4616661 8.7071935 11.6587531 3.3512467 11.7081938 9.3786451 6.4387054 14.4864263 9.4550064 3.7987038 8.4590816 10.7990764 9.3243520 5.9470934 NA 9.4163519 9.6739894 7.1910177 9.0364684 9.7583163 4.5922477 14.1410347 9.1562528 10.6947303 9.3665301 12.4510677 9.5730486 7.8343244 5.7744524 5.5500203 11.3581109 10.0548307 9.8128329 -0.1081142 10.1509649 12.1398859 11.1934921 10.3529979 11.0032719 11.5009889 8.8547060 8.5695298 6.7987012 11.5363424 12.8784521 9.8306546 NA 5.6862260 7.0667361 12.0695411 11.5104251 13.4631480 8.3956357 4.0210888 9.6299024 6.9217041 7.1910177 9.9302147 10.2288745 11.1509649 6.9362045 10.1984415 10.0779243 9.9825842 -1.1081142 11.8788965 3.2841291 2.6991740 9.5589217 11.4015851 -0.1081142 10.1533174 6.6665975 7.8946250 4.0617330 8.1748982 9.5092776 11.6114129 9.3906593 10.4898626 4.5065194 7.3306023 9.0313616 8.6180283 10.9562161 -0.6330764 10.7103923 12.3062311 10.3751221 4.9141770 8.0440952 4.3180782 0.0975420 0.0975420 0.0975420 0.0203430 -0.4783900 0.2107000 -0.1392300 -0.4797600 0.2991500 0.0150280 0.0150280 0.0304510 -0.4402700 0.2700100 -0.4521900 -0.4521900 1.2814000 -0.5721900 0.1610000 0.0882580 -0.5170200 0.2219100 -0.5034900 0.3767700 -0.3547600 0.0975420 0.0975420 0.0203430 -0.4959700 -0.0610170 -0.0325870 -0.1646500 -0.4300700 -0.4921400 -1.0457000 -0.4858600 0.2613700 0.0055529 -1.2187000 -0.4402700 0.1700100 0.0879430 -0.3424000 -0.4521900 -0.4521900 -0.4126700 -0.5160700 0.2302400 -0.4723600 -0.1179600 0.2279200 -0.5480400 -0.3750400 0.0882580 -0.5163000 -0.5170200 0.2219100 -0.5914600 0.3163800 0.2959600 0.3767700 -0.3547600 0.133 0.133 -0.342 -0.216 -0.452 -0.452 -0.152 -0.440 0.000 0.228 0.228 -0.539 0.000 0.000 -0.516 -0.320 0.197 0.000 0.000 -0.503 -0.307 0.000 0.330 0.000 0.000 -0.478 -0.268 0.000 0.000 0.605 0.605 -0.480 -0.480 0.299 0.299 0.000 0.000 -0.440 -0.440 0.377 0.022 0.133 0.133 -0.342 -0.216 -0.452 -0.452 -0.152 -0.440 0.000 0.228 0.228 -0.539 0.000 0.000 -0.516 -0.320 0.197 0.000 0.000 -0.503 -0.307 0.000 0.330 0.000 0.000 -0.478 -0.268 0.000 0.000 0.605 0.605 -0.480 -0.480 0.299 0.299 0.000 0.000 -0.440 -0.440 0.377 0.022 9.178368 10.912096 9.921097 11.088105 10.527982 9.775981 9.769861 7.363486 9.364501 9.732588 9.901639 10.251011 12.953856 13.518375 9.433875 6.952506 3.415367 10.237770 9.835057 9.823286 11.817396 12.313612 10.192735 9.657511 8.455960 10.504218 8.367544 10.188485 12.676854 9.364501 9.893218 9.391656 5.646698 14.486426 11.517747 3.798704 2.476771 10.510196 NA 10.183556 10.880140 8.887577 11.199580 8.519344 10.498678 8.471126 10.597010 13.029362 5.318075 -1.108114 11.063612 12.853350 11.399156 10.933829 11.217397 10.312823 8.440093 10.3956359 10.9120956 11.7470679 12.7236122 2.3512326 1.6991518 11.2380468 9.0877975 7.7055916 11.0881049 10.4362917 7.6163239 7.8046996 8.5887776 9.4241661 6.9416592 11.2044095 8.3512007 7.2405385 7.9898424 9.5580342 9.6222803 9.3645009 8.3816580 8.6265198 10.4578642 10.2260834 8.1230314 7.2182397 12.7998274 10.8354238 8.5320551 9.9016388 11.1600597 2.5922537 8.4090663 10.9016387 9.7159733 9.2001492 3.1397314 11.1385507 10.0754455 10.5629088 8.6433540 13.1429966 7.5356665 12.7283536 10.1973019 8.8988375 3.4153666 7.9066676 10.7956920 9.8350575 5.2841291 9.3443088 9.1875790 9.4222164 10.0586009 6.8861636 8.7023819 9.7396505 9.5099294 7.8824248 5.4082975 8.3264385 7.9252334 NA 8.6516982 12.3136120 8.4559596 NA 7.4842671 7.9252334 8.7039873 9.4025742 8.5428616 9.9327848 2.5922537 11.5014506 2.9792754 9.9114008 1.2137516 10.1884855 10.6395835 8.9457359 9.7278604 9.3645009 0.8918080 12.3212169 10.2684781 11.3861657 9.3786451 9.8932182 7.4348417 7.1109791 12.6712217 10.2932230 11.6368541 11.2303710 11.2249655 9.6374844 7.5211670 11.4372573 10.2109177 10.7396505 NA 6.0617352 4.2841291 NA 10.8243940 8.7404331 9.3665301 10.9762864 10.9503938 10.0859513 NA 9.7583163 11.1995801 8.5193441 9.4692389 12.6280006 9.9484478 9.3563558 8.8988375 10.7302262 10.4949728 9.4550064 10.3027914 6.6862260 11.5363424 7.5175190 12.8784521 10.5712902 11.8266067 10.4329067 13.0293617 8.6282122 10.1720009 12.6017555 9.9302147 11.0246311 8.7790308 10.2410914 9.3956359 10.6906869 -0.1081142 10.4139012 10.6975540 10.0816347 NA NA 9.5677671 8.9636076 2.6991740 11.1913044 11.9876241 9.1349840 2.2137516 9.3532895 8.6923864 11.2173967 6.8974353 8.2603165 7.7896556 11.8304708 10.9575628 5.6332772 8.5835537 9.9430191 TCGA-LB-A8F3 64 0 NA 379 pancreas stage iia t3 n0 mx 26-3-2015 female 2013 NA pancreas-adenocarcinoma ductal type yes NA NA r0 0 black or african american not hispanic or latino 369.34.0 1 2 1 7 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 2 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.774166e-06 6.588645e-07 9.24097279 6.19172845 5.06619685 NA 5.13032962 13.58952283 7.37935670 0.02176397 6.37053223 8.13814839 10.10661280 6.10926652 10.37605374 10.10983731 10.92229383 10.00479799 9.79576776 10.11654190 10.84317973 2.48124727 11.73282599 0.60672648 10.64477129 6.93469341 9.78169248 6.10926652 4.06620116 12.53947376 NA 9.38045565 1.82915950 9.10128921 2.48124727 9.76242838 6.41412200 8.55318576 0.02176397 8.12509209 0.60672648 4.95254325 7.36165433 16.05527039 8.27210299 6.41412200 10.14139396 9.33921690 10.37880648 14.44534709 8.81133808 0.02176397 6.76999780 6.70451789 13.81311990 7.86729419 9.04278440 3.02179950 11.06585689 NA 6.22147692 6.76327080 8.18922265 NA 1.82915950 7.75312313 1.34374891 8.89678558 3.26973636 9.30257518 -0.97823603 6.53750419 8.10395339 6.86100872 8.17155162 8.77167367 11.07369299 5.34373115 12.37811879 8.26497829 4.19172845 13.20070260 10.44911717 5.69422833 6.57815679 9.46474790 7.53355712 0.02176397 2.92869247 9.06483167 9.20171349 10.15301830 8.13814839 8.81622017 4.19172845 13.39262797 8.94958221 10.88444171 9.09995527 11.79597372 10.31182323 9.35160073 7.15108759 4.82915950 10.93123998 9.61892577 9.75587885 NA 15.52077820 13.42920493 10.08654708 10.32156185 10.52364154 11.62589424 9.24218280 8.58022502 5.98758919 10.04971040 12.80439313 8.72743687 NA 3.19173634 7.04417223 11.25512443 11.27624249 12.61168954 7.95549531 4.82915950 9.11456146 6.26116408 8.25302535 10.34154985 10.62403928 11.98867027 5.10926861 8.88599037 9.32330048 3.66566564 0.60672648 11.46862924 6.72224468 2.02179950 9.81215291 11.14947633 NA 8.83398175 7.53750419 11.30547156 4.51365497 10.46837081 9.68980286 10.81622025 9.53848928 10.86847002 -0.97823603 6.26973262 8.63835337 6.52959922 11.42561529 NA 10.75566708 11.49601732 9.43543233 3.66566564 7.87978540 6.20171423 -2.5697e-01 1.3413e+00 1.3413e+00 -1.1060e-02 -2.4021e-01 -2.4021e-01 -4.0418e-02 1.9416e-01 -2.3765e-01 -2.4655e-01 -2.4655e-01 -2.4655e-01 -1.5413e-01 9.0285e-02 9.0285e-02 9.0285e-02 -1.2890e-02 1.8192e-01 1.8192e-01 6.0794e-02 -4.4551e-02 -4.4551e-02 3.8601e-01 2.3566e-02 1.8610e-02 -2.5697e-01 -2.5697e-01 -1.4969e-02 -2.4021e-01 0.0000e+00 -5.2247e-06 8.7528e-03 -1.7666e-02 2.0947e-01 1.9416e-01 2.2138e-01 2.0809e-01 -2.4986e-01 -7.1051e-01 -1.5413e-01 1.2889e-01 1.2889e-01 7.9895e-02 9.0285e-02 9.0285e-02 -2.4630e-01 -2.7628e-01 4.0243e-03 -2.4545e-01 -1.2890e-02 3.3323e-02 1.8192e-01 1.8192e-01 6.0794e-02 6.0794e-02 -4.4551e-02 -4.4551e-02 -2.5209e-02 -2.1915e-03 -2.1915e-03 2.3566e-02 2.3566e-02 0.129 0.129 0.000 0.000 0.000 0.000 0.000 -0.245 0.000 0.000 0.000 0.182 0.182 0.000 0.000 0.000 0.000 -0.257 1.407 0.386 0.386 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.000 0.000 0.230 0.230 0.221 0.221 -0.247 -0.247 -0.154 -0.154 0.000 0.000 0.129 0.129 0.000 0.000 0.000 0.000 0.000 -0.245 0.000 0.000 0.000 0.182 0.182 0.000 0.000 0.000 0.000 -0.257 1.407 0.386 0.386 0.000 0.000 0.000 0.000 -0.240 -0.240 0.000 0.000 0.000 0.000 0.230 0.230 0.221 0.221 -0.247 -0.247 -0.154 -0.154 0.000 0.000 9.568699 11.518908 10.317573 11.184825 10.143985 10.444920 9.098620 6.568699 8.549281 10.569181 9.143338 9.549281 12.221783 11.742049 9.404428 7.125092 4.448068 11.609582 12.012795 9.748023 12.108626 10.944760 11.739481 10.520155 5.854694 9.777527 6.749725 10.007973 14.412847 10.097284 10.312975 5.841983 3.879784 13.200703 11.490683 2.928692 2.722247 11.051092 NA 10.253026 11.657976 7.302575 10.812967 7.452257 11.603946 6.636514 12.067905 11.777527 5.250624 NA 10.060038 13.967065 11.710938 9.791783 9.703921 9.085199 8.983616 10.73776635 11.51890774 11.53380403 10.96834517 1.34374891 3.72224742 10.37605374 8.48941007 8.52364154 11.18482502 10.64110731 7.71180255 4.34373470 8.98470042 8.29326747 5.70830589 12.15975610 5.96502234 6.79659127 6.78998871 9.12115220 10.11588209 8.54928142 9.15366121 9.62635754 11.30893954 9.70742919 8.52563003 7.61799412 12.89812945 10.04625149 7.99908450 9.14333780 10.75566708 0.60672648 10.50308413 10.76663822 9.14850887 9.43225563 2.34372049 10.55610729 9.76579727 10.51865817 7.95844252 13.64064867 7.68714049 11.66588597 9.69599660 8.04139523 4.44806839 7.77046701 9.70128445 12.01279467 5.97600154 9.36562299 8.80807416 6.50561945 12.16646261 3.34373470 8.35495986 9.69068929 9.21902110 8.16135564 10.83718765 7.61051921 6.56096251 NA 10.23064831 10.94476037 5.85469388 0.02176397 7.42694568 4.06620116 7.91358837 7.56096328 6.15108759 10.12115220 NA 11.47918523 3.72224742 10.95180246 1.60677384 10.00797347 11.70501833 9.23490866 9.67733505 10.09728356 0.02176397 10.43437417 10.98794931 11.55537747 8.26497829 9.80070289 3.41412200 2.02179950 13.95101653 9.56096309 11.93675004 11.09887376 11.70830490 8.69068946 9.27919222 10.49144618 10.22576404 10.46111586 NA 4.54536918 5.34373115 NA -0.97823603 5.51365812 9.09995527 10.53355702 9.12958389 10.16135577 NA 8.75651396 10.81296728 7.45225689 8.00194407 12.97026286 9.49246331 8.59545144 9.07708674 10.50511633 10.01615781 9.37495122 9.22024941 3.82915950 10.04971040 NA 12.80439313 10.27446983 12.14592568 9.63743401 11.77752652 9.60958193 11.02813047 9.37495122 10.34154985 11.91529550 8.77836071 10.60535728 10.29734689 9.92417948 0.02176397 9.60017700 11.04729006 10.04208984 -0.97823603 2.82915950 7.66566066 8.95568681 NA 9.96431892 10.02991787 8.89524839 -0.97823603 9.54536628 8.29093119 9.70392122 0.60672648 7.53355712 7.76999714 11.05763446 10.45382425 5.49753892 9.81622017 10.24278719 TCGA-LB-A9Q5 63 1 313 155 pancreas stage iib t3 n1 mx 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes 0.3 1971 r0 3 white not hispanic or latino 410.27.0 1 2 2 2 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 4 4 0 0 7 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 5 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.219333e-06 4.50802e-07 9.9206074 -0.1305234 6.9462138 NA 7.9300945 14.0394801 5.7762883 0.8693977 6.5973196 7.7335848 10.3998049 4.8693977 10.9361605 11.0844036 11.1731793 9.9055722 9.4969324 9.3732243 12.5670178 3.3288365 10.8089778 NA 10.9902844 8.6638142 10.7335847 8.6375827 5.3612525 13.6978326 NA 9.5681032 3.5698435 8.9831407 2.8693977 9.4951073 8.2872511 8.2092486 NA 7.9192471 0.8693977 5.6507588 9.7732803 16.3870526 8.2136943 8.2181268 9.8423783 10.0921934 10.4804234 14.5109423 9.0861445 -0.1305234 6.2444380 7.5005025 13.9442090 8.5904976 9.6292867 4.1173293 10.5810655 NA 5.8693977 8.4354527 9.1006198 NA 2.6767639 7.6242859 3.7762935 8.8409422 4.4543602 9.8337394 -0.1305234 7.3850988 8.9219665 9.3370041 9.6125499 8.5023939 11.2982821 NA 11.7841574 8.8265005 5.3612525 14.5951908 10.1594174 6.2092486 7.9548442 10.0430757 8.5973189 1.8693977 NA 9.0517930 9.3712358 9.6911726 8.7273797 9.3102676 6.6375827 14.2908060 10.1640193 10.6839811 10.0063896 11.4534215 10.1420283 8.5593966 7.0885667 4.9137942 10.8598359 9.9739974 9.3909991 NA 17.2142319 11.9035097 10.8576074 10.4054806 11.0849315 11.1396939 9.2531029 8.6175913 5.5132539 8.9192471 13.0508614 9.9287429 NA 3.1913258 7.1913267 12.4056458 10.7986570 12.9847674 7.5060235 7.0191459 9.8177659 5.7842030 7.9674309 10.3045063 11.3870679 11.1986343 6.5418246 9.1267863 9.4581131 5.0788532 1.8693977 11.7672440 3.7762935 2.1913416 10.3123421 12.6435679 2.6767639 9.2766662 7.2956633 9.5836441 5.9986807 9.1501692 9.3019404 11.5576488 9.2681422 10.4702406 -0.1305234 6.5698389 9.3061100 7.4914507 10.7702654 NA 10.9137927 11.2120288 9.9687464 5.2617151 7.8523922 6.0592233 0.03728700 0.03728700 0.03728700 -0.00242560 0.00298170 0.00298170 -0.00121500 -0.04922300 0.01593500 -0.00754210 -0.00754210 -0.00754210 -0.05024600 -0.03538100 -0.03538100 -0.03538100 0.02855100 0.00201010 0.00201010 0.01691400 -0.01057800 -0.01057800 -0.00505460 -0.00947470 0.00048420 0.03728700 0.03728700 0.00000000 0.00298170 -0.00121500 0.00214880 0.00214880 0.00034554 -0.04922300 -0.04922300 -0.04922300 0.00250790 -0.00754210 -0.05024600 -0.05024600 -0.04949300 -0.06231300 0.00298170 -0.03538100 -0.03538100 -0.03538100 -0.03538100 -0.00062480 0.00062286 0.02855100 0.00562130 0.00201010 0.00201010 0.01691400 -0.06987500 -0.01057800 -0.01057800 -0.00432070 -0.00919870 -0.00919870 -0.00574590 -0.00574590 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.082503 11.117326 10.181147 10.706238 10.127965 9.229148 7.534735 5.676753 8.863752 9.886207 9.770265 9.835183 13.091590 12.239268 10.186811 9.287251 4.117329 11.789007 11.384113 9.665438 12.436321 11.113762 11.425426 10.801613 7.745916 10.073970 8.039324 10.756513 13.495450 10.019146 9.318547 7.461856 4.039323 14.595191 11.823595 4.039323 3.328836 10.390999 2.676764 11.205347 10.983792 8.617591 11.135014 7.721148 10.330878 10.278790 11.059841 12.294090 4.727381 1.454386 10.658117 13.200175 11.300870 10.462145 10.043076 10.520450 9.377035 10.7550950 11.1173261 11.9048850 11.9880152 3.0393314 4.9986829 10.9361605 9.0837176 8.3652538 10.7062379 10.6871817 6.8235953 6.3288293 8.9753072 8.2574157 6.8806255 12.3774409 7.1970859 7.6895773 7.5628858 8.6895777 10.2192327 8.8637520 8.6991213 10.5168570 10.5285026 10.1396938 8.0690711 7.2531024 12.8573731 10.0115056 8.6007176 9.7702653 10.7466827 NA 8.8022924 10.6441856 9.9137927 8.7822880 0.8693977 11.0115056 9.7289334 10.1042159 7.4392541 13.4866364 7.7211477 12.5862180 10.0127818 8.2660032 4.1173293 7.0838144 10.2014351 11.3841126 5.5973196 9.1076599 9.9883396 5.0393227 11.6698940 5.5973196 9.4104952 10.1935791 9.3552280 8.5718482 9.7581417 NA -0.1305234 NA 9.3572386 11.1137624 7.7459156 -0.1305234 7.3692449 5.5132539 9.8637520 8.5132546 7.1548009 10.5267170 NA 11.9850925 4.0393227 9.6458315 3.3288365 10.7565125 11.4472994 8.9137927 10.1018194 10.0191456 0.8693977 11.9161815 10.7528055 11.1896350 8.8265005 9.6991213 4.7273814 3.4543602 13.5725451 10.3781838 9.8089777 11.2541823 10.5973190 9.6670601 8.6702983 10.6775584 10.3702405 10.8538170 0.8693977 7.1731794 5.9137918 2.6767639 NA 2.8693977 10.0063896 11.1907630 10.6226655 10.6359275 1.4543865 9.8848136 11.1350136 7.7211477 8.6375827 12.4590497 9.4027284 8.7054489 8.7117489 11.0380707 11.1226551 9.7581417 9.8294006 5.5973196 8.9192471 NA 13.0508614 10.3582429 12.2779937 10.7070265 12.2940897 10.1173261 10.7405337 10.1913266 10.3045063 11.3582429 9.1149513 10.6759482 8.8889892 10.7374494 NA 10.2574158 10.1822815 9.2313424 0.8693977 3.0393314 8.8523922 8.1178005 0.8693977 10.4859474 10.1930163 10.0542740 -0.1305234 9.3102676 8.4469406 10.0430757 0.8693977 7.8119128 7.8750231 11.4425724 10.7093896 6.2092486 8.9408609 9.7927260 TCGA-M8-A5N4 48 0 NA 584 pancreas stage iia t3 n0 m0 26-3-2015 female NA yes pancreas-adenocarcinoma ductal type yes NA NA r1 0 NA NA 284.43.0 2 4 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 2 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 2 0 6 0 0 0 2 2 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 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9.3536358 9.0202627 8.0138648 12.5174964 3.1069680 11.4101463 8.2634791 4.9549733 15.5959024 9.3370748 5.4668718 7.8748056 10.2987739 8.5598333 3.7236459 NA 9.0234511 9.5084229 7.1069743 7.9549716 9.3561669 5.1069764 14.2973341 9.8636419 11.3069739 9.5870240 11.7392426 10.4509743 8.0673623 6.2553667 5.3293676 11.0767082 9.8403287 9.3926478 0.2001277 10.5537820 12.0692921 10.8214397 10.4061336 10.7216843 10.9723984 8.9699218 8.0580648 5.7392433 9.3033716 11.1834337 10.5816267 0.2001277 0.7850064 6.2553667 11.9867618 11.0990630 12.8214489 7.4621783 7.9449176 9.5609308 6.5229126 7.9748711 8.8184694 9.8157134 11.5123995 5.6094743 9.2888721 9.5321204 2.7850483 0.7850064 11.8287572 1.5220055 2.6595136 11.0580648 12.0268309 -0.7998723 9.6808739 7.0827271 9.9977453 4.2444761 8.1069743 9.7138114 11.5284782 8.9280043 9.7508306 1.2000649 7.4095369 8.5772944 8.0298068 10.7902030 NA 10.7211935 12.4116680 10.5169310 4.7546738 7.4144028 7.5265133 -0.00055444 0.14622000 0.14622000 -0.06383800 0.04556600 0.32285000 -0.06745800 -0.05360500 0.13125000 0.13135000 0.13135000 0.14191000 0.14816000 -0.06021100 -0.06021100 -0.06021100 -0.27750000 -0.27392000 0.10935000 -0.25612000 -0.02881600 -0.02881600 -0.27810000 0.02890300 -0.01519100 -0.13728000 -0.01082300 0.00000000 -0.10802000 -0.06745800 -0.06745800 0.02567100 -0.28192000 -0.05360500 -0.05360500 -0.27129000 0.12079000 0.13598000 -0.27916000 -0.28180000 0.03059100 0.03059100 0.14756000 -0.06021100 -0.06021100 -0.06021100 -0.08213700 -0.03176800 0.11920000 -0.27750000 0.13979000 -0.27392000 0.10935000 -0.26415000 -0.68424000 -0.02881600 -0.02315500 -0.05859600 -0.07434000 -0.07434000 0.02890300 -0.01423100 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.119 -0.278 0.140 0.140 -0.274 0.109 -0.264 -0.264 0.000 0.000 0.146 0.146 -0.173 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 -0.218 0.131 0.131 0.136 0.136 0.133 0.133 0.000 0.000 0.000 0.000 0.131 0.131 0.000 0.000 0.000 0.119 -0.278 0.140 0.140 -0.274 0.109 -0.264 -0.264 0.000 0.000 0.146 0.146 -0.173 0.105 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.144 0.144 0.000 -0.218 0.131 0.131 0.136 0.136 0.133 0.133 0.000 0.000 9.9373311 10.4825931 10.0526133 9.9305539 10.9578904 9.3112195 7.4095369 5.9280031 9.4180415 9.0424342 9.9220374 9.5924012 13.5839231 12.6174089 9.2648266 8.6263486 -0.7998723 10.7251151 9.1615335 9.7887984 12.9391323 10.3750094 10.3118716 10.4325047 8.1425983 10.0834908 8.9533005 10.2532087 13.6908720 10.4509743 9.9822631 8.5837880 3.1069680 15.5959024 11.9407078 1.2000649 4.1542835 9.9798031 NA 9.2043043 10.3631045 9.1744983 11.7937084 7.6512950 10.3428291 9.7392426 10.2875466 12.7686338 4.5220118 NA 10.7216843 13.3875905 11.2786449 10.3632366 10.5950823 9.9591397 9.2103740 11.0162675 10.4825931 12.2948213 12.3240435 1.2000649 1.2000649 11.1396630 8.9297046 8.2580756 9.9305539 10.5707712 3.3700108 6.5399342 8.1099769 8.3007461 6.4192523 11.5753948 7.0949011 7.1542804 6.5576352 8.3370750 10.4150100 9.4180415 8.7353590 9.4264960 10.3033716 9.8212199 8.3599551 7.5924010 13.1548254 9.9186167 8.1396629 9.9220374 10.9271534 -0.7998723 8.6165224 10.7479423 10.5592843 8.1830775 2.0074467 10.6869188 9.8707400 10.5032938 8.5106965 14.2471225 6.7546724 13.0732395 10.2148018 8.4992918 -0.7998723 7.4241335 6.7775131 9.1615335 4.2875462 9.0334010 9.7068872 7.7275611 12.7351161 5.2444761 9.1673100 10.2085124 9.6115948 7.7962733 7.8935709 2.7850483 NA NA 9.7334135 10.3750094 8.1425983 NA 6.2553667 4.0074377 8.2141044 8.9961235 7.1009503 10.3593245 3.8439437 12.3413927 NA 9.2594283 NA 10.2532087 11.3514175 8.8385198 10.3586935 10.4509743 NA 12.7987179 10.6378359 11.1611717 8.2634791 9.2279899 4.2875462 2.0074467 12.6156935 9.0964163 10.6388756 11.1159184 11.5382631 9.3874358 7.0888275 10.9309784 10.2981159 10.9578904 2.7850483 5.8725087 4.5924032 NA NA 5.1773637 9.5870240 11.1118503 10.4760511 10.3118716 NA 10.1114758 11.7937084 7.6512950 8.9160457 12.5872934 10.2722164 8.7661380 7.8439399 10.8294404 10.8097242 9.5729488 9.9566401 5.7546738 9.3033716 NA 11.1834337 9.8157134 11.5940105 10.3504658 12.7686338 9.9740471 11.2964695 8.7295144 8.8184694 11.4805646 8.7236456 10.1278618 8.9499533 10.2888721 NA 9.8009259 10.8221356 10.5961533 NA 0.2001277 9.2307508 8.7390292 NA 10.8434890 11.9989930 9.2901963 0.7850064 9.2057082 8.7442947 10.5950823 NA 6.6919375 6.9005239 11.6964383 10.2328183 5.9415500 7.9381758 10.1092268 TCGA-OE-A75W 75 1 267 110 pancreas stage iia t3 n0 m0 26-3-2015 male 2013 NA pancreas-adenocarcinoma ductal type yes 30 1956 r0 0 white not hispanic or latino 330.38.0 2 1 1 7 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 5 2 0 0 0 0 0 0 0 7 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 2 0 0 4 0 0 0 2 0 0 7 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 6 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 7 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.145692e-06 1.363348e-06 8.58984923 2.15985519 4.71785735 0.57492498 7.67643668 15.00643995 7.66941659 0.57492498 7.85721529 8.27070693 9.66677487 3.94413692 9.43701962 10.36257827 10.45856041 9.52909512 9.64546696 9.61198806 12.25217800 1.98993826 11.62565442 -0.01013438 11.05501584 7.52521149 9.21152332 10.53103293 4.77129402 10.69080948 -1.01013438 9.03022598 3.84791675 8.97435464 2.69037239 8.85102314 6.31186454 7.69729566 NA 8.30508589 0.98993826 4.87257762 7.58984886 14.99998356 9.22235732 9.52131776 8.77129600 10.77783885 10.52229228 14.70009593 8.65704793 NA 6.44114813 7.26643332 14.57976299 8.34528725 8.08796823 4.77129402 11.48053652 NA 8.55599019 7.11921921 7.48579148 0.98993826 -0.01013438 7.69383957 0.57492498 7.87563264 -1.01013438 9.93245085 1.31185183 4.92067441 8.20425567 8.03433018 8.47978431 8.81648483 13.17628273 4.98993826 12.11146983 6.93830344 4.79729319 15.37188477 10.28053115 3.07739683 4.09511426 9.60096120 9.48178934 1.57487655 -1.01013438 8.98852678 9.21152332 7.53296833 8.04521852 7.99836477 1.57487655 13.67906072 9.18099543 12.16345731 8.95138614 11.36741803 10.26314911 7.64098815 4.96721473 6.10887777 10.63858597 8.69729531 9.52423924 -0.01013438 11.03159549 12.34666337 9.31932913 9.92711141 10.69470455 11.20577260 9.06273884 8.80851859 4.94413223 9.52715481 13.28599215 8.54835686 NA 3.38225223 6.81011530 10.95138599 11.67840520 12.60015374 6.60464663 5.88475420 8.86030112 7.23415735 7.36497595 8.48978214 8.43908494 10.51741330 6.92657472 9.17976083 8.51545700 3.15985519 0.98993826 10.99976491 1.79730356 4.60464663 9.91252068 11.50465038 -1.01013438 8.76142591 8.49610518 8.94122107 4.51349706 8.35625872 10.08335393 10.31524174 9.03978489 11.47047408 5.44936658 6.47375282 8.64278134 6.28455670 10.70504033 -0.53491362 10.26373187 11.84051386 9.77538872 1.79730356 7.96435069 8.56736519 -0.5371300 -0.5371300 0.0287630 0.5387200 -0.0507760 -0.0301310 0.0408920 0.0233120 0.0905750 -0.5363200 -0.5363200 0.6426800 -0.5279800 0.0376410 0.0376410 0.0296290 0.0755910 -0.5659500 -0.0675920 0.2047300 -0.0454990 -0.0454990 0.0026701 -0.1305100 -0.1246000 -0.0940640 -0.5371300 0.0363700 -0.0507760 0.0408920 -0.0237030 -0.5269700 -0.1089300 0.0233120 0.0233120 -0.5328700 0.0238470 -0.5363200 -0.5279800 -0.0898310 0.0263730 0.0263730 0.0157270 0.0376410 0.0376410 0.0296290 0.0296290 0.0000000 0.0499660 0.0946980 0.0047190 -0.5659500 -0.5551700 -0.5746500 -0.9678900 -0.0454990 -0.0454990 -0.5412800 -0.1563100 -0.1563100 -0.1305100 -0.1305100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.498 0.000 -0.575 -0.575 0.000 0.000 -0.537 0.000 0.000 0.000 -0.541 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.169 0.000 -0.533 -0.533 0.000 0.000 -0.405 0.132 -0.438 0.000 -0.131 -0.131 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.498 0.000 -0.575 -0.575 0.000 0.000 -0.537 0.000 0.000 0.000 -0.541 -0.156 0.000 0.000 0.000 0.000 0.000 0.000 0.169 0.000 -0.533 -0.533 0.000 0.000 -0.405 0.132 -0.438 0.000 -0.131 -0.131 9.25320551 10.34308309 9.42560658 11.06173381 9.72549237 8.61564508 9.37147936 6.87257885 8.50366397 8.84168542 9.07474465 9.74398865 12.50255333 12.75946428 9.10237574 7.61564508 4.71785735 11.00325900 9.90656219 9.28570529 13.26176697 11.00813648 11.05164501 9.03433046 7.42872781 9.69297478 7.65882129 9.78674663 13.35085197 9.81091299 9.53296814 8.50760557 3.69037239 15.37188477 9.96506781 3.31186636 2.69037239 10.78557017 4.84791675 9.32644297 9.40356428 6.84168510 12.33131614 7.60832210 10.53586604 7.81330342 10.66809625 11.73140330 5.38225223 -0.01013438 12.22729569 12.86213021 10.24585595 9.58210358 10.05130752 9.08137159 8.08176835 10.26896650 10.34308309 12.13507240 12.71445016 -0.01013438 1.57487655 9.43701962 8.58426089 7.44526321 11.06173381 10.66633418 3.89682402 7.66589370 8.57301923 7.10887777 5.87258008 11.80831876 7.33534122 6.89682644 6.08796770 9.24967951 10.38547040 8.50366397 9.70160329 9.72718361 11.39932728 9.53393472 8.20425567 8.48379160 11.65482799 10.32253232 7.62293181 9.07474465 9.71955704 -1.01013438 11.09762416 10.61153039 9.14475433 8.47978431 3.23786960 10.30791412 9.85102330 10.32922957 8.80211371 14.74594527 7.64814759 10.83699364 9.02610980 7.73812942 4.71785735 7.11560761 9.38761090 9.90656219 5.64814903 8.84985919 9.65349449 6.71785735 11.42534616 6.18960913 7.57865120 9.89381814 9.15860843 7.93022048 7.64098815 8.30054887 NA 3.57490077 10.46110348 11.00813648 7.42872781 1.57487655 6.75812059 5.83542642 7.23311057 7.27070740 6.47375282 10.78921793 2.98993826 10.97292990 3.31186636 9.36280146 -1.01013438 9.78674663 12.19588226 7.97577805 10.94012769 9.81091299 -0.01013438 11.13427588 10.45906936 9.78353965 6.93830344 8.63919236 5.05602420 3.84791675 13.95020982 8.90879970 10.38707610 10.39188240 11.02919811 8.48978214 5.79729059 10.64143657 10.04792808 10.64546705 NA 8.33201103 3.98993826 4.84791675 2.44937649 9.31411688 8.95138614 9.78759783 9.77354854 8.94122107 NA 9.33423216 12.33131614 7.60832210 8.75812059 13.41620107 9.35111260 9.04114522 8.46566965 10.81011530 9.29599800 8.79568027 8.16486219 3.84791675 9.52715481 NA 13.28599215 10.51055502 12.12468348 9.79245276 11.73140330 8.64636106 11.69513671 8.97720034 8.48978214 11.38493481 8.97150361 11.34528742 8.89532322 10.68690387 NA 9.73812909 10.96004220 10.60188330 0.98993826 0.98993826 7.45346079 9.95006855 5.73140321 9.55217877 12.56790677 8.23548918 1.31185183 9.01230412 8.73786080 10.05130752 3.69037239 6.64814759 8.38867991 11.11599546 9.76225097 4.79729319 8.33423216 10.33256663 TCGA-PZ-A5RE 44 1 470 247 pancreas stage iib t3 n1 mx 26-3-2015 female 2012 yes pancreas-adenocarcinoma ductal type yes NA NA NA 3 white not hispanic or latino 330.38.0 2 3 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 1 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 1 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.01604e-07 1.733854e-07 10.1396120 3.8092189 7.5258903 NA 8.6495375 15.6022159 6.0793120 -0.2782336 6.9601642 7.8638666 10.1108530 3.4766409 10.5742890 11.0908932 10.4766470 9.7245744 9.1781138 9.3755002 12.5606679 0.3067289 11.8484639 4.3067216 10.1506431 9.4716289 9.7118634 5.3799709 4.1140755 9.7641028 -1.2782336 9.6976074 7.6672031 9.1501197 1.8916914 9.2315344 7.8302839 7.9385052 0.3067289 8.0481888 0.7217664 4.8302858 9.1130029 15.3357072 8.8012444 9.7517369 8.8211072 9.6376389 12.3332454 14.2951108 9.0255402 NA 7.2647916 8.3167558 14.5283594 7.4799823 9.4299812 4.2453207 11.0831550 2.6286570 9.0209674 8.1873258 8.3565704 1.5291213 3.8510394 7.3029596 2.0436945 8.0278214 2.0436945 9.9263305 1.0436945 6.5355413 9.2570349 8.8025771 7.2686543 8.7427392 12.5034265 8.2744285 12.3266601 8.1709080 5.1140755 14.7826242 9.9487737 NA 6.7796970 9.7599925 9.1522121 2.5291213 NA 8.9397170 9.5797404 5.8715061 8.2570347 9.1657389 4.2453207 14.1918145 9.8131949 11.2235966 9.3039015 12.0222550 10.2507019 8.5210409 3.2453283 4.4496802 11.0245526 9.8289765 9.6482704 0.3067289 9.8243914 12.2294302 10.1385833 10.5428717 11.0183890 11.0369090 9.2166152 8.0946246 4.7441288 9.5719464 12.6361446 9.2676891 -1.2782336 2.5291213 6.4152466 12.1619798 11.2369665 12.8360712 6.7161129 7.1438240 9.4632264 6.1834031 7.6990393 9.7227030 9.3483812 11.4161173 7.4256632 10.3674179 9.0924469 6.5096626 2.3067289 12.1565180 3.7661499 1.7217664 10.5562305 12.4993230 2.5291213 9.4640689 8.1710732 9.9625508 4.6990407 8.4479775 10.0967989 11.0117783 9.4126304 10.4100098 5.3941848 6.3216720 8.4496798 6.4564694 10.8029099 NA 10.9714655 12.0798612 10.2878135 3.4221926 8.2453212 7.8355016 0.00000000 0.00000000 0.00000000 0.00069327 0.00416320 0.00416320 0.00569190 -0.49715000 3.65690000 0.46365000 0.09525000 0.00903120 -0.49850000 -0.01051000 -0.00456950 -0.00456950 -0.00584410 -0.49965000 -0.00830050 0.51874000 0.00152550 0.42738000 -0.00622860 -0.07633100 -0.06195800 0.00000000 0.00000000 0.00069327 0.00416320 0.00569190 0.00569190 0.00569190 0.00277450 -0.49715000 -0.49715000 -0.49214000 -0.49684000 0.49217000 -0.99799000 -0.01009400 0.00041593 -0.00173050 0.00221930 -0.00456950 -0.00456950 -0.00456950 -0.00456950 0.00124810 -0.01381500 -0.00429290 -0.01243800 -0.49965000 -0.00830050 0.98101000 -0.49350000 0.00152550 0.42738000 -0.00263220 -0.49642000 -0.49642000 -0.06195800 -0.06195800 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.491 0.000 0.472 -0.494 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 -0.497 -0.052 -0.497 0.000 0.000 -0.489 -0.489 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.491 0.000 0.472 -0.494 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.496 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.497 -0.497 -0.052 -0.497 0.000 0.000 -0.489 -0.489 0.000 0.000 9.6598687 10.6737726 9.9257191 10.8181452 10.4342865 8.9397170 9.0312358 5.5921251 9.4623835 9.2638241 9.2935121 10.2379519 13.0661941 12.7848174 8.6028733 10.0699344 4.3364691 11.2344999 8.9078737 9.8561858 11.7597233 11.1369730 11.0929916 9.8689643 8.0140813 10.1672917 7.5161751 10.4029540 13.5200794 9.9702801 8.9397170 8.6286500 3.1140838 14.7826242 11.3267759 3.7661499 2.1811980 11.1719397 NA 9.7161129 10.8400517 8.1247717 11.8338731 7.3835376 10.4862164 9.5570204 10.5190157 12.3735960 0.7217664 NA 11.1916556 13.2370897 10.8009409 12.1247755 10.0897202 10.9484727 8.6050290 11.1553449 10.6737726 12.1562574 12.6520348 3.8092189 1.3067289 10.5742890 8.6875437 8.0858941 10.8181452 10.7780585 3.8916816 6.4833111 8.9493753 8.1791403 6.0967995 12.0688271 7.2669561 7.5982766 7.7132813 9.0094717 10.5843891 9.4623835 9.2801801 9.8828914 11.1164901 9.8753115 8.7259800 8.3674178 12.8013276 9.9797366 8.0526762 9.2935121 10.3221370 1.5291213 10.2307180 10.2906656 9.6561874 8.5641098 2.5291213 11.1375012 9.7599925 10.6173348 6.9016682 14.2039056 7.5609633 12.1612008 9.8898048 8.4135031 4.3364691 6.9216279 9.8145166 8.9078737 7.4799823 9.5401579 10.0465025 8.4998367 10.7305382 8.6613388 9.5680334 10.2458114 9.1750300 8.1626285 9.0198220 6.0346427 NA -0.2782336 10.2305446 11.1369730 8.0140813 -1.2782336 5.6875451 5.8510419 7.4598521 7.0880812 8.1097769 11.5756538 7.7357801 11.7646158 1.7217664 9.3665170 -1.2782336 10.4029540 11.9625508 8.6947392 10.9946808 9.9702801 -0.2782336 11.4670136 10.7756853 10.0106256 8.1709080 9.2492365 6.3364691 4.0793098 13.5074163 9.8702360 10.4012395 11.3243934 11.1964794 9.0760088 9.5210411 10.9189761 10.0013701 10.8715066 1.5291213 7.0163804 4.4221994 NA NA 8.5161751 9.3039015 10.3492934 10.4687901 9.7770419 -1.2782336 9.2075888 11.8338731 7.3835376 8.1311506 12.6963533 9.3947593 8.5781851 7.1054633 10.6846554 10.3719137 9.6817614 9.4598517 5.0616077 9.5719464 -0.2782336 12.6361446 10.7157592 12.3787429 10.4961347 12.3735960 9.7654703 11.5165814 7.3104737 9.7227030 11.6534204 8.7343841 10.4479776 9.0357762 10.7423922 -1.2782336 10.6327769 10.8462039 10.5847841 1.3067289 4.8916865 8.5014790 9.1974929 4.0436857 9.1781138 11.4343982 8.9885461 1.0436945 9.1719396 8.8145165 10.0897202 7.3327840 7.3547545 8.1729705 11.3093026 10.1316807 6.0967995 9.4724664 10.0198220 TCGA-Q3-A5QY 58 0 NA 416 pancreas stage iib t3 n1 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 330.38.0 1 4 5 5 1 2 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 2 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 9.362811e-07 10.25270978 -0.91104432 6.81015901 NA 7.93455012 14.11726841 7.73651829 5.85724454 7.56479351 9.07347858 9.90923907 8.08623974 11.28627688 10.89586349 11.59214053 9.53924045 7.19758432 9.87859385 12.44137952 4.97170448 11.45319479 1.08909132 9.88022298 9.64939307 10.03377221 6.27888429 5.39283945 8.41548954 1.08909132 7.02569770 1.08909132 9.50163002 1.89642686 10.03596640 8.31787881 8.36750954 2.08905741 8.20019584 0.08909132 3.33698314 11.76611907 15.87471696 8.69639033 6.42890951 9.03888690 10.07632420 10.75617166 14.72820299 9.03742753 NA 0.08909132 7.29826973 14.34674264 8.41324076 9.91719662 3.17653022 10.32447615 NA 6.47276394 9.30943838 9.08199838 1.41099229 3.48137645 8.22861141 4.99595027 8.43113485 3.99595479 9.81442641 2.99595479 7.39739911 8.61653708 10.53769268 8.99745275 8.00792317 9.55870195 5.06633895 11.91957535 8.85227263 5.71841643 10.46843853 9.90923907 6.12248222 8.09734848 11.23499228 5.70377071 6.20800214 0.08909132 9.06203993 9.39512194 9.02569798 8.61653708 9.06777073 2.89640749 15.05057768 9.81442641 11.49420162 9.89560982 10.57388307 10.99670199 7.92826372 12.53885364 5.13345256 11.14416972 10.04688772 9.54233080 0.08909132 7.56479351 12.20816338 11.42060977 10.71029701 9.20280239 11.92254326 9.48459434 8.68897305 4.25898618 7.07774503 13.44963295 9.52055779 NA 4.17652225 7.88347603 12.14400356 10.59089736 12.90083621 8.03450407 8.91401881 10.03523542 5.89911761 7.81015965 10.29797731 8.06347490 10.31727761 10.64082606 9.48673488 9.78167560 5.64364843 NA 11.20084792 4.21833946 2.25897111 10.66128670 12.41239646 1.67400861 9.31667615 6.97170333 10.54438734 4.04325700 8.44661231 9.03742753 11.12626392 8.87532976 10.64556621 1.89642686 7.01979753 9.56580640 7.49420197 10.49579668 -0.49960583 11.25585092 11.76391445 10.47761571 4.76148741 7.91878275 7.06060407 0.0094491 0.0094491 0.0036855 0.0077586 0.0000000 0.0000000 -0.0073339 -0.0033243 0.0000000 -0.0107840 -0.0107840 -0.0107840 -0.0031859 0.0016642 0.0016642 0.0016642 -0.0008316 -0.0087146 -0.0087146 -0.0210980 0.0037465 0.0037465 -0.0016629 0.0050350 0.0151680 0.0094491 0.0094491 0.0143300 0.0000000 -0.0073339 -0.0073339 -0.0073339 0.0020805 -0.0033243 -0.0033243 -0.0033243 0.0000000 -0.0107840 -0.0031859 -0.0031859 0.0019863 0.0086135 0.0037465 0.0016642 0.0016642 0.0016642 0.0016642 0.0031910 -0.0012473 -0.0008316 0.0023581 -0.0087146 -0.0087146 -0.0210980 -0.0210980 0.0037465 0.0037465 -0.0067813 -0.0041546 -0.0041546 0.0050350 0.0050350 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.6565410 9.9353341 9.9485950 10.6777748 10.2936313 8.6474807 8.3698311 7.5728760 10.0345039 9.4255667 10.1463751 10.6325754 13.1929217 10.7645762 8.3605232 9.3178788 1.4109923 10.9392470 7.3928412 9.4109883 11.5325840 10.6489152 10.9694090 9.8834760 8.9266880 10.4188565 7.1975843 10.5588393 13.9402236 10.4350197 10.7681004 7.4019427 3.4813764 10.4684385 11.4880710 3.6126238 4.5809113 10.7912328 -0.9110443 9.0345041 10.8798159 8.7808035 11.4118333 8.0918754 10.2714545 13.1169662 10.4700623 12.9920947 0.6740086 1.6740086 10.4092966 13.2918727 11.1819164 10.7509051 10.0264339 10.1079558 8.1660626 11.2080012 9.9353341 11.7964193 12.4961951 3.4109923 1.8964269 11.2862769 9.2298900 8.6204416 10.6777748 10.8485323 9.6805825 10.3709902 8.4619251 8.1389086 5.9838783 14.2032498 7.1389086 7.6702611 5.7037707 8.6908309 10.0056860 10.0345039 9.1224833 11.4366815 10.7946925 11.1002874 8.3928407 9.5869120 12.4136626 10.2215599 8.6047600 10.1463751 10.8024467 2.4109923 8.4658149 10.9778034 10.2664797 9.2677249 2.9959548 11.4216562 9.9392470 10.4722245 7.8506113 13.8360992 7.3790794 10.4915394 10.3346129 9.5058576 1.4109923 7.5617103 6.2985135 7.3928412 7.6086962 9.1468624 12.2047541 6.3274646 11.0865925 8.6398070 7.6889727 9.8075930 10.0611784 7.4849373 4.2589862 3.2589862 1.4109923 NA 9.2899587 10.6489152 8.9266880 4.2183395 6.4727639 10.3698309 8.7685403 7.0374273 7.2080012 11.1966042 8.4222153 11.8491563 0.6740086 8.2936312 2.0890574 10.5588393 11.4336335 9.2375367 10.8472834 10.4350197 5.1765222 9.2157647 10.6417293 10.1923479 8.8522726 9.5371765 7.5195128 3.1765302 14.3355781 10.1416282 11.6664890 11.1514369 11.5402713 11.0978389 10.1910359 10.2324434 10.4673550 11.0890601 NA 7.1497563 5.0890616 -0.9110443 NA 7.7894997 9.8956098 11.0094130 10.6913600 10.7812397 NA 11.1186925 11.4118333 8.0918754 8.7579450 12.4875367 9.5111248 10.2954641 5.9838783 11.3094385 10.6436490 10.0591661 9.9936947 6.7184164 7.0777450 5.0890616 13.4496329 10.1504313 12.3942669 10.8501958 12.9920947 10.6950026 10.9140189 2.2589711 10.2979773 11.1324293 8.9640416 10.5325218 9.3118550 11.3982523 1.0890913 10.0805820 11.3596475 8.8671372 11.3064121 5.8834766 9.0505099 8.6967603 2.2589711 12.4621972 11.8503143 8.8152783 3.1765302 9.3593556 8.7623870 10.0264339 2.0890574 7.5069129 8.1197271 11.6873453 10.4926048 6.1002881 9.3813818 10.3316388 TCGA-Q3-AA2A 64 0 NA 95 pancreas stage ib t3 n1 mx 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA rx 9 white not hispanic or latino 390.32.0 3 3 5 5 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.525791e-06 5.548332e-07 9.2162824 2.5280211 4.5280336 NA 6.8855841 14.0225753 8.6979573 0.5280712 8.6803170 8.3353872 9.8295284 5.2004573 9.9616177 11.2140337 10.9219589 9.5237993 7.7472007 9.1880282 11.2223901 7.0515940 11.4014763 1.1129670 11.4156336 7.3922187 9.9342372 5.9542964 1.8499592 11.1799808 NA 8.8921670 3.4349217 9.3224480 -0.4719288 9.1335116 7.2829198 8.5195541 1.5280211 8.0437322 NA 4.8499592 8.7520340 15.2532120 8.8249486 7.6979573 9.0258840 11.6326310 9.5364607 14.5005185 8.2728658 -0.4719288 2.9874664 8.2692632 13.1651099 7.9548000 9.4198159 0.5280712 10.8300998 -0.4719288 9.9257068 8.9584849 8.1016795 2.5280211 1.5280211 7.3028189 1.8499592 8.0978878 2.1130003 10.5017296 NA 6.9874641 9.1592094 8.0238874 8.6154950 8.1167468 12.8255217 4.3353904 11.4927341 8.4880341 5.4587691 14.4203853 10.1325855 6.4468947 7.7707300 9.9616177 9.4334192 1.8499592 NA 9.4106752 9.3175659 5.4822287 8.5586993 9.0457015 3.9874664 14.8638761 9.5559383 10.7264773 9.6221099 11.7435652 10.0447172 8.0864531 7.8041568 6.0037664 10.9011039 10.0138615 9.4354036 -0.4719288 9.0710641 11.9678631 10.0495541 9.9564762 11.0022451 11.1427421 8.6101811 8.1464175 5.4349217 9.8145900 12.3110304 9.7580526 -0.4719288 0.5280712 6.3983965 11.8352330 11.3325666 12.7631489 7.6313197 5.6365579 9.2491315 6.9057637 7.9246368 8.1862435 10.1111149 11.0850171 5.8678816 10.0148673 9.2593514 4.8499592 NA 11.2758056 6.8855841 3.4349217 10.4030135 11.5737919 2.1130003 9.1500841 7.4938162 10.1790839 2.8499592 8.2491315 8.7901269 11.5184908 8.9416601 10.5434473 4.5724289 6.5614545 9.3337761 7.2559529 10.1727898 NA 10.2258686 11.9969108 11.1390570 3.1130003 7.8723283 7.1204888 0.00652620 0.00652620 0.00652620 -0.00615700 -0.00657960 -0.00657960 0.00513590 -0.02342900 0.00000000 -0.01257600 -0.01257600 -0.00387790 0.09725200 0.43699000 0.40427000 0.40427000 0.01223700 0.02188400 0.02188400 0.02721600 0.01474900 0.01474900 0.01362200 -0.42156000 0.27631000 -0.57968000 -0.56922000 -0.00615700 0.01237600 0.00513590 -0.01017500 0.00069327 -0.00678130 -0.48586000 -0.48586000 -0.00055444 0.00000000 -0.01257600 -0.50939000 -0.58441000 0.00624810 0.00624810 -0.00055444 -0.60661000 0.40427000 0.40427000 0.40427000 -0.00373950 0.00053501 0.01223700 0.02174400 -0.57051000 0.02188400 0.02721600 -0.95594000 0.01474900 0.01474900 -0.60129000 0.03059100 0.03059100 -0.42156000 0.23349000 0.000 0.000 0.000 0.000 0.404 0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 -0.145 0.276 0.000 0.000 0.000 0.000 0.404 0.404 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.594 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.570 -0.145 0.276 9.5642059 10.1772883 9.7877754 10.7670339 11.0749267 8.8723280 8.8431818 6.3093927 9.4091461 9.6207893 9.7580526 9.8712179 13.4213337 12.5672940 8.9267760 6.7759592 1.1129670 9.7496194 10.4037815 9.4409215 12.6790487 11.1651099 10.5378609 10.2013413 8.3766550 9.9668241 7.8943546 9.9586312 13.4398923 11.1786352 10.2610476 7.2627423 3.4349217 14.4203853 10.5573194 3.1130003 5.5053130 10.5237993 NA 9.9395432 10.2542503 7.7029581 12.2256514 7.8634225 10.1482521 8.2004578 10.3774373 12.7559489 1.1129670 0.5280712 11.4368001 12.8677431 11.3352140 10.2307590 10.7801062 9.8420489 8.4748801 10.1546538 10.1772883 11.9644835 13.2363617 3.1130003 1.1129670 9.9616177 9.5209706 8.4676113 10.7670339 10.6378629 5.9874641 8.1464175 9.0940861 8.6048479 6.6154958 12.2273878 7.5392596 7.3418132 8.8811791 8.4528446 10.1573889 9.4091461 9.2525460 9.1279451 11.0188831 8.9458848 8.4137286 7.4822287 12.4867662 10.0893202 8.1016795 9.7580526 10.4690798 2.6979517 8.9410676 10.0778169 10.3102114 8.6904234 1.8499592 11.8145900 10.0700968 11.0897975 8.4966988 14.0630645 6.6260638 11.9262415 10.1960307 9.3434156 1.1129670 8.0607775 9.0037655 10.4037815 8.8811791 9.3452717 9.5669512 8.1316584 9.6456754 7.8363711 8.0037658 9.9616177 10.0358269 8.2284719 8.3513995 5.9374221 0.5280712 0.5280712 9.5266227 11.1651099 8.3766550 NA 6.4228503 4.3860108 8.1790840 7.7616516 7.0902744 10.4521024 NA 12.0613619 NA 10.8145900 -0.4719288 9.9586312 11.4974187 8.4617229 10.4609851 11.1786352 NA 11.7456871 10.3891191 11.2499858 8.4880341 8.8157445 6.2145328 4.9874619 14.3112863 9.6339406 9.9299784 11.1002492 11.4163950 9.2162824 6.8499605 11.0710640 9.4137286 10.7010847 NA 5.2284724 4.6154928 NA NA 6.7948187 9.6221099 10.9735644 9.2385631 10.2465651 NA 9.4424173 12.2256514 7.8634225 8.4851342 12.6396570 9.4060832 8.9751154 7.9117365 10.7048287 11.0333476 9.5765191 9.6339406 4.8134323 9.8145900 1.8499592 12.3110304 9.4880341 11.5904157 10.6624585 12.7559489 9.6443762 11.2665468 9.1260847 8.1862435 11.4974187 8.3703827 10.2533984 8.9353000 9.6828503 1.1129670 10.4281443 10.9626604 10.6352493 1.5280211 4.3497403 9.2694991 8.8056916 2.9874664 9.8477043 11.5802946 8.8855841 NA 9.2302049 8.4106752 10.7801062 4.9542987 6.8499605 7.2962169 11.7156936 10.5167169 6.2559520 8.3609221 10.6828503 TCGA-RB-A7B8 81 1 466 36 pancreas stage iib t3 n1 mx 26-3-2015 female 2013 yes pancreas-adenocarcinoma-other subtype yes NA NA r0 8 white not hispanic or latino 349.38.0 1 3 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 5 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 4 2 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.921461e-06 1.307701e-06 9.5258271 1.8416511 6.7405161 NA 8.8987522 14.8839208 7.9005565 2.0640551 7.7644948 7.8933252 10.1955450 5.0115896 10.4216074 11.4808107 11.0664686 9.5616221 8.8132066 9.4782875 11.8088892 2.4266136 11.5862165 0.8416511 10.6761340 7.6186439 10.0911716 5.5604826 3.4266271 12.6307890 0.2566484 9.1255230 3.5786248 9.6871531 3.5046331 9.5786286 7.9149119 8.2167022 NA 8.2538801 0.8416511 3.6490176 9.7585377 15.4998187 8.8189429 6.2567012 9.6230227 10.4051771 11.6821787 14.6001291 9.1515182 0.2566484 3.6490176 8.0039873 14.5891567 8.1635913 9.6241152 2.0640551 10.9593061 2.2567088 8.5831298 8.9795081 8.2108968 1.5786489 2.2567088 7.5695837 2.4266136 8.9361806 0.8416511 10.1037578 NA 6.6996446 9.0199129 9.0494908 9.9255854 8.4734464 12.2607453 2.4266136 12.1328337 8.5987750 5.2108953 14.1757966 9.6021057 5.0115896 7.7614402 9.8987522 5.8265561 3.0640551 -0.7432309 9.0032149 9.5421027 7.0511165 8.8584712 9.3507781 6.2901239 14.1315858 10.3795285 11.2185119 9.8379010 11.6026601 9.7435355 8.2901235 5.9005577 5.0895914 10.9636540 9.6734979 9.3348514 1.2567088 9.2914995 12.2882294 10.2887462 10.3026853 10.6409446 11.1940743 9.2065272 8.5559085 5.4465242 9.5199698 12.3080794 9.8416629 NA 3.8416612 6.9432005 12.2889184 11.3051873 13.1271615 8.2983596 6.3756407 9.2804548 6.2461800 7.4710200 10.3999497 9.9317754 11.4045414 6.5876170 9.7724004 8.9726625 3.9571438 2.7161349 11.7490544 5.7802628 2.0640551 10.9005567 11.7311669 0.8416511 10.0314876 6.9220361 10.6026601 5.0115896 8.1423971 9.5105480 11.1332174 8.8658792 11.0182517 1.5786489 6.8640313 9.2339803 7.7190801 10.4992792 1.2852838 11.1870682 12.1002290 10.2609209 5.3010937 7.7120276 7.5876170 1.4056e-01 1.3495e-01 4.8682e-01 1.8030e-03 -1.0929e-02 6.2006e-01 -7.3339e-03 -9.1286e-03 3.2551e-01 -9.7017e-04 -9.7017e-04 -9.7017e-04 -3.4627e-03 -1.5243e-03 -1.5243e-03 -1.5243e-03 1.7588e-01 3.0310e-02 3.0310e-02 -4.7079e-03 1.5168e-02 1.5168e-02 9.8669e-03 6.7915e-02 4.7836e-02 1.6235e-01 -3.2635e-01 -7.1832e-05 -3.2182e-01 -7.3339e-03 -7.3339e-03 -7.1958e-03 9.3098e-03 -9.1286e-03 -9.1286e-03 -9.1286e-03 3.2551e-01 -9.7017e-04 -6.3462e-01 -3.2275e-01 1.2481e-03 1.2481e-03 6.9327e-04 -1.5243e-03 -1.5243e-03 2.9133e-03 2.9133e-03 -6.9195e-03 -1.3858e-03 3.3408e-02 9.8669e-03 3.0310e-02 3.0310e-02 -4.7079e-03 -8.7146e-03 1.5168e-02 1.5168e-02 -5.5375e-03 3.3124e-01 3.3124e-01 6.7915e-02 6.7915e-02 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.321 0.000 0.000 0.000 0.620 0.000 0.000 0.000 0.000 0.000 0.000 0.326 0.326 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.142 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.487 0.487 0.000 0.000 0.000 0.321 0.000 0.000 0.000 0.620 0.000 0.000 0.000 0.000 0.000 0.000 0.326 0.326 0.000 0.000 0.000 0.000 0.000 0.000 10.1309134 10.2735088 10.3827595 10.7032668 10.1146814 9.5581966 8.7181801 6.4855186 9.3962518 9.7099710 9.7625121 10.1469647 13.3294193 12.4389396 9.4974918 8.2021444 3.5786248 11.1937064 10.3573629 9.9229245 11.8709732 11.5951583 10.7063650 10.2637278 7.4951051 9.9588731 9.2152532 10.1546669 13.5056657 11.0899859 10.0232294 6.6829651 3.2566937 14.1757966 11.2584605 4.0115851 3.2566937 10.2559959 NA 10.4545315 10.6777133 8.8969454 12.2152532 7.8265561 10.5814436 9.7130548 11.1759363 12.4660015 5.2108953 -0.7432309 10.5123192 13.2663542 11.6144037 10.4542858 10.1201124 9.8566134 9.6643506 11.1370493 10.2735088 11.9508407 12.7954957 3.1635953 2.8416713 10.4216074 8.9692273 8.1301448 10.7032668 10.7953744 4.1635873 8.0608315 8.3756416 8.3254786 6.9432005 11.3895215 6.7948512 7.3281633 8.3227898 8.7958591 10.0281652 9.3962518 8.8035948 10.8179884 10.8937781 9.6414843 8.4661540 8.8265561 12.9658920 10.2268064 8.3388496 9.7625121 11.1103999 2.2567088 8.8964571 10.7001621 10.0911716 9.2679278 2.0640551 11.0174204 9.8103298 10.4758690 7.8151213 13.4820586 7.1021909 12.7461722 10.0503037 8.5718501 3.5786248 8.0404191 8.9640595 10.3573629 7.9361803 9.1229131 10.2728123 6.3335168 11.0040543 5.8416637 8.7841774 10.2116238 10.2880571 7.3173963 5.4855202 4.2567012 NA 0.2566484 9.5707172 11.5951583 7.4951051 0.2566484 7.0704816 5.7161322 9.6954923 8.0959044 7.1084492 9.2311151 0.2566484 11.5426806 3.7161349 11.1041494 0.2566484 10.1546669 11.4551455 9.2468045 10.2866778 11.0899859 NA 11.0986579 10.6581134 10.8341293 8.5987750 9.5386305 6.5876170 5.6490176 13.5196028 9.8341294 11.0372403 11.1451850 10.6273879 9.6241152 5.3010937 10.0364198 10.3335161 10.5881773 3.6490176 7.0511165 5.2339801 NA NA 8.6511633 9.8379010 10.9361805 10.9496167 10.4471424 0.2566484 10.0974785 12.2152532 7.8265561 8.6787653 12.5789103 9.5490220 9.3846948 8.4539171 11.2156156 10.8151212 9.4927146 9.8246565 5.0640551 9.5199698 5.2790701 12.3080794 9.6447178 11.9743769 10.0624443 12.4660015 9.7694410 11.3295030 9.2609209 10.3999497 11.3328480 9.1874377 10.3173964 8.6682113 10.7006800 -0.7432309 10.7934333 10.7948894 9.9700870 2.5786248 2.5786248 8.8842343 9.3275729 -0.7432309 10.3435002 12.7014216 9.4013587 1.5786489 9.2253672 8.5303564 10.1201124 3.7161349 7.5046283 7.5374716 11.4933127 10.4241186 6.0380608 7.3173963 10.0943285 TCGA-RB-AA9M 43 0 NA 286 pancreas stage iib t1 n1 mx 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 410.27.0 1 2 4 3 3 3 4 3 2 3 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 2 0 0 0 2 0 0 2 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 5.548332e-07 10.0673825 0.7796379 5.9595801 NA 6.2142977 13.3368944 7.2017348 1.5870289 7.4235261 7.9140963 10.6665098 5.5345566 11.1358469 11.6886818 11.4932713 10.0024650 8.7992609 9.7155717 10.1985768 3.9495910 11.8327474 1.1015828 11.4343061 7.0464561 10.3495256 8.8538114 3.5870289 13.6778463 NA 9.9211386 4.4801100 9.1805495 4.7796695 9.6970421 9.1094663 8.2101224 -1.2202780 8.2533757 0.3646845 5.8564853 9.1557955 15.1615002 8.3925385 5.5478539 9.8571534 10.4744632 9.7258453 15.1667786 8.9657843 2.6865678 6.6314186 7.5948934 14.0632287 8.1270033 10.0760127 3.3032255 10.6153218 0.7796379 8.6360957 8.6940552 9.1536227 2.3646285 1.3646285 8.0204616 3.1015997 8.7796701 5.1890615 10.6771374 2.4801100 6.9793429 8.3342590 8.0180750 9.5177623 9.1161765 11.5521908 3.5345597 12.3583965 9.1272915 5.9089522 13.3741113 10.1066612 4.0650725 8.0172861 10.2482941 10.1139433 2.2390925 NA 9.2360245 9.4973465 9.0845918 8.0012573 9.3730611 7.2391020 14.3852653 10.8481124 10.4356479 10.2215767 11.6184800 10.6097890 8.3851497 8.7950851 5.3495245 10.9163376 10.3076357 9.7173160 -1.2202780 8.7697741 11.8418849 10.6340709 10.6223700 11.2145588 11.5410135 9.1633744 8.6880628 5.3943804 9.1295040 12.6335643 9.9508469 NA 3.5870289 7.3870006 12.0084887 10.9885141 13.5013567 8.4870292 4.5345597 9.7740235 6.8074103 8.0925531 10.4116746 11.5003418 11.4472252 5.7796695 9.2513454 9.6955493 5.5211356 4.4235244 12.2385892 4.8240652 2.9495910 11.2337122 12.3219765 1.3646285 9.9909500 6.9396932 9.9445769 6.0650725 8.1060996 9.3627528 11.6469488 9.3390472 10.0346986 -0.2202780 7.1239662 9.5378932 7.8240639 10.6267274 NA 11.0379416 11.2919167 10.7309547 5.8457585 8.2267532 6.9891231 -0.1329100 0.0376410 0.0376410 0.0000000 -0.1283400 0.0093587 -0.0142280 0.0049351 -0.0743290 -0.1065700 -0.1065700 -0.0135400 -0.1321200 -0.0107840 -0.0107840 -0.0107840 0.0012922 -0.0618690 -0.0618690 -0.1451500 -0.0154660 -0.0154660 0.0012481 -0.0561730 -0.0323140 -0.1329100 -0.1329100 0.0000000 -0.1283400 -0.0142280 -0.1295900 -0.1295900 0.0037465 0.0058309 0.0058309 -0.0921390 -0.0743290 -0.1065700 -0.1321200 -0.1321200 0.0029133 0.0029133 0.0040243 -0.0107840 -0.0107840 -0.0107840 -0.0107840 0.0037465 0.0044411 0.0012922 0.0045800 -0.0618690 -0.0279450 -0.1451500 -0.1451500 -0.0154660 0.0472680 -0.0456350 -0.1352300 -0.1352300 -0.0323140 -0.0323140 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 0.000 0.000 -0.128 0.000 0.000 -0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.132 -0.132 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.145 -0.145 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.135 0.000 0.000 -0.128 0.000 0.000 -0.115 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.132 -0.132 0.000 0.000 10.328492 10.527863 10.265499 10.732047 9.945833 9.837662 7.921777 6.637651 9.395300 10.145992 10.198577 10.144899 13.282067 12.469450 8.755518 7.018074 6.466170 10.932589 10.728767 9.751214 12.251437 11.235254 10.576926 10.942691 8.707448 10.600248 9.031153 10.365454 13.433243 10.209600 9.949595 8.289445 4.239100 13.374111 12.094678 4.534560 4.686562 10.910884 4.239100 11.157965 11.099060 8.872427 11.192769 8.163374 10.641145 8.725114 10.802731 12.696762 2.779680 -0.220278 10.865143 13.409254 11.682096 10.785631 10.541637 10.297339 9.632231 11.1001886 10.5278628 11.8492876 11.2614695 0.7796379 4.5345597 11.1358469 9.6243758 8.7468962 10.7320473 10.4212702 7.2953695 7.2675105 9.3419124 9.1372220 6.7044819 12.0905668 7.6639629 7.4199147 9.4190108 8.6314190 10.0323355 9.3952998 9.2101227 10.0788781 10.7598096 10.0487968 8.1932982 8.5626683 12.9856160 10.0216532 8.3130000 10.1985768 11.0973653 3.5345597 8.7859399 11.0880091 10.5383097 9.5838011 2.2390925 10.9070196 10.0633372 10.2800140 7.2391020 14.2598291 8.4235261 12.3502373 10.5748980 8.6235911 6.4661703 7.7585524 9.8816457 10.7287672 7.1150603 9.0919970 9.7425661 7.4414478 11.8514676 8.0970824 9.2834959 10.4405573 10.1666103 8.6985331 7.5664301 5.2554025 2.3646285 -0.2202780 9.0685362 11.2352541 8.7074482 -1.2202780 7.2431940 6.2634852 10.2085536 8.1060996 8.2329408 9.9140964 NA 12.0915602 6.1719874 9.9389107 2.2390925 10.3654542 10.7163080 9.3275286 10.6176921 10.2095998 -0.2202780 11.1813496 10.4221731 11.8259415 9.1272915 10.1117066 4.5870229 5.7104070 13.4346416 10.4582702 11.4470034 11.2868601 10.7018827 10.1032878 9.5618493 10.7011391 10.0411774 11.0132897 NA 7.3457237 5.2391001 4.2391001 NA 6.6744875 10.2215767 11.4051506 10.4975564 10.7316832 -0.2202780 10.2720240 11.1927690 8.1633744 8.5966538 12.6806312 9.7676445 8.2391016 8.8511325 11.2946306 11.4863819 9.4081155 10.3280103 6.0370571 9.1295040 4.3646355 12.6335643 9.8658063 12.3411967 10.7196165 12.6967624 9.9756574 10.8295186 11.2166418 10.4116746 11.3618121 9.2834959 10.1189634 9.3091007 9.9614435 -1.2202780 10.6695542 10.4977747 9.9121698 2.5870289 2.8628878 9.1698391 8.3954099 1.9496096 11.0057812 10.5621851 10.1874689 0.3646845 9.6038333 8.7838904 10.5416367 0.3646845 7.8538117 7.9445768 11.7703059 11.0823089 6.7396726 9.0581195 10.1261838 TCGA-RL-AAAS 60 0 NA 9 pancreas stage ib t2 n0 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 410.27.0 1 2 NA NA 2 1 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.5838667 0.6849982 8.2344774 -0.8999643 8.2724786 14.9273937 6.3384565 3.4923660 6.7653876 7.9074057 10.3198245 5.5263161 10.6474276 10.9697374 11.1461518 10.0084436 8.8245648 9.3479785 12.2845715 5.3288688 11.4805121 2.2699906 10.5934062 8.7760079 9.9049887 7.2599221 5.1444462 13.4972577 -0.8999643 9.1265744 4.3479774 9.7366756 2.6850207 9.5898990 7.7366759 8.7493073 NA 8.0039327 0.6849982 5.7865519 9.4696483 15.8216576 8.0542472 5.9455422 9.9376790 9.4815940 11.0192868 14.8071135 8.9329411 NA 4.4923660 7.8699547 14.4152714 8.7166000 9.5378031 2.1000357 10.6186894 NA 6.6236123 8.3644936 8.5878911 NA -0.8999643 7.6736985 5.1444462 8.0744658 3.1875144 9.4399011 2.1000357 8.2085753 8.7564759 9.3324719 9.5737568 8.9297738 10.7974530 3.3479774 12.6417527 8.5471344 5.3854517 13.5957187 9.9887943 4.8279714 6.6164606 9.6981035 8.2472558 3.1875144 3.6236094 9.3119392 9.3912217 9.8004908 8.4083900 8.6642005 4.6236152 14.4669196 9.9297737 10.6137786 9.5419577 11.1583810 10.0263471 7.8074103 5.5594826 5.0069398 10.4556885 9.9994079 9.4531978 -0.8999643 13.5196162 12.0390792 10.0641970 10.0858503 10.5231669 11.5984016 9.1126756 8.6680070 5.5594826 8.8682355 13.5054584 8.7795313 NA 5.8682349 7.2447092 12.3795165 11.2507503 13.1246713 7.7330465 6.8004910 9.4219792 6.2402170 7.6469453 10.4696483 11.2147694 11.3938100 7.9887943 9.7935380 9.0366890 5.8549382 1.6849982 11.4188762 2.5594918 3.0069443 10.5873886 12.1730210 0.6849982 9.4197232 7.1931784 10.6018882 6.3946719 8.4129339 9.7742433 10.8108574 9.2984961 10.9819297 2.2699906 6.4129339 8.8499205 7.5838665 10.6897022 0.7735744 11.3609706 11.1990700 9.9439720 4.0542494 7.9918347 5.9948693 -0.00595220 -0.00207840 -0.00207840 0.02090300 0.00110930 0.00110930 -0.00249380 0.00750000 0.02314500 -0.01147300 -0.01147300 -0.01147300 -0.00193990 -0.01464100 -0.01464100 -0.01464100 0.02286500 -0.00622860 -0.00622860 -0.02644100 0.00055459 0.00055459 0.00319100 0.00000000 0.00000000 -0.00595220 -0.00595220 0.02090300 0.00110930 -0.00249380 -0.00249380 -0.00455510 0.00861350 0.00750000 0.00750000 -0.01574100 0.02314500 -0.01147300 -0.00193990 -0.00193990 -0.00083160 0.00744710 -0.02205800 -0.01464100 -0.01464100 -0.01464100 -0.01464100 0.00666530 -0.00110870 0.00327210 0.00346870 -0.00622860 -0.00622860 -0.02644100 -0.02644100 0.00055459 0.00055459 -0.01685100 -0.00360110 -0.00360110 0.00000000 0.00000000 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.3761753 10.5974039 10.2472560 10.8198676 10.5346792 8.7952793 8.4987946 6.2189923 9.0054379 9.0915729 9.7402960 10.3597942 13.1975894 12.0780464 9.5019972 9.0159304 4.6546418 11.5676566 10.1091798 9.8912140 11.2907584 11.1192942 11.3137628 10.4106638 7.2997236 9.9439720 6.6699069 9.9597334 13.1361387 9.8457254 9.3360653 8.2799601 4.0069443 13.5957187 11.2715406 4.5919068 5.5919038 10.9162347 2.1000357 11.2649579 10.5635753 8.2599221 11.3647868 7.8211502 10.5273638 10.8591070 10.8300965 12.1693329 5.4923692 -0.8999643 9.9226219 12.9334353 11.2445978 9.9966711 9.6784237 9.8465654 8.5495506 11.1112782 10.5974039 11.6622935 12.4340449 1.6849982 4.1444462 10.6474276 8.8616022 8.4487792 10.8198676 10.6632473 8.1553333 8.1471749 9.0958182 8.5009303 6.4837545 12.6292375 6.7309374 7.4837553 8.1000510 9.1808687 9.8944669 9.0054379 9.5858802 10.6741714 11.2170447 10.4674658 8.3240527 8.5615304 12.7743537 9.9329411 8.6333807 9.7402960 10.9250097 3.1000525 9.0624698 10.8899921 9.8211502 8.9580321 3.5594796 10.6656291 9.8682353 10.5003969 7.5998972 12.9328422 8.2972675 10.9345220 10.3603825 8.4197230 4.6546418 7.2648076 10.3779196 10.1091798 7.8616025 9.0705739 10.7170592 4.3854517 12.0407317 6.6314332 8.2972675 10.2351190 9.5147363 8.8004906 4.5919068 NA NA NA 9.4674658 11.1192942 7.2997236 1.1000357 7.5553783 7.2137934 9.9642372 7.6699069 9.4197232 8.6196874 NA 11.4971908 2.6850207 10.2674692 2.4219907 9.9597334 11.5011972 9.3574390 10.9903153 9.8457254 0.1000357 10.8091348 10.8181557 10.8440439 8.5471344 9.7294076 6.2293341 4.7439081 14.1829069 10.0922813 10.3586170 11.5134145 10.9796343 9.8347607 7.3761758 10.4061127 10.1728535 10.4270422 NA 8.3360651 6.0887352 2.1000357 NA 7.8582745 9.5419577 11.1871823 11.9486172 10.6803096 2.1000357 10.3946718 11.3647868 7.8211502 8.7546871 12.8093503 9.4827832 8.5242173 8.5838669 11.3923726 10.5035957 9.5615304 9.9704157 4.3479774 8.8682355 3.4923660 13.5054584 10.5589702 12.5580731 10.4587022 12.1693329 10.0715946 11.2219082 10.7856758 10.4696483 11.4731880 9.8649226 10.4163326 9.3656661 10.6328939 0.1000357 10.4038318 10.6108152 9.4815940 9.4761763 3.3972417 8.3808216 9.0418322 1.1000357 10.1967661 11.0603028 9.2649579 2.2699906 9.5574319 8.4165590 9.6784237 -0.8999643 8.4923684 8.5429947 11.0318966 10.6741714 6.1661410 8.3738465 9.8142965 TCGA-S4-A8RM 67 0 NA 646 pancreas stage iib t3 n1 mx 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 25 1966 r0 1 white not hispanic or latino 390.32.0 2 1 1 1 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.872562e-06 1.005635e-06 10.28278496 2.19339328 3.68815797 0.73396166 6.56051168 12.74274186 7.78924540 -1.26603834 8.22781856 8.71838149 10.25310787 4.64085226 10.96728319 11.67998843 11.18388551 9.33851623 9.35601502 9.75285879 10.22029537 4.25752362 11.78142787 1.31892416 11.90294854 6.97236755 9.97832693 4.09151367 3.37781785 10.83757874 -1.26603834 10.34867295 6.16022844 8.24571574 3.48884917 9.90388817 8.19952954 8.05814383 0.31892416 8.64535509 -1.26603834 3.90388666 9.89761285 15.07116685 8.53000283 5.00074820 9.69033922 11.95101203 9.68815937 13.91538717 9.42657863 NA 3.19339328 7.67136627 14.27251582 8.80274123 10.47289977 3.48884917 10.46358384 -1.26603834 10.16754861 9.80206959 7.79735804 2.54131659 0.31892416 7.79465889 1.05588976 9.57552752 NA 10.94128256 -0.26603834 3.05588976 9.48717982 8.32267765 7.42745030 8.33015276 13.53794283 7.25752551 11.44649011 8.36331960 5.27312047 14.49400728 9.90701562 7.59505006 8.74560979 11.13030027 9.40815542 1.54131659 NA 9.61124727 9.50297438 5.39217315 8.29046910 10.90701555 5.03774241 14.91480467 9.52593985 10.51532286 10.07325644 12.55653393 10.46994213 8.32828761 7.22981861 4.77835578 11.87181081 10.76600880 9.19236976 -1.26603834 11.09316360 11.74466602 11.21343016 10.59243377 12.22330935 11.57611701 8.96157905 7.89635420 7.31139231 9.97832693 11.70532701 10.42527046 NA 1.54131659 6.28855236 12.36775302 11.62764386 12.92092848 6.84770508 4.37781785 9.40638849 5.79292821 7.75355373 10.10628406 10.78279055 11.06683881 5.81077983 8.76048644 10.14706205 4.09151367 -1.26603834 12.16624400 5.00074820 0.73396166 11.09590689 12.76385422 4.48884917 9.55573718 5.62877943 9.54292719 4.56685168 7.61048009 9.24175773 11.59853619 9.59505006 9.73607496 3.19339328 6.54131813 9.74798364 8.20766888 10.80743527 -0.02121862 10.73572313 11.98322472 10.97147185 5.85290523 8.21979242 5.81077983 -0.6294100 0.6149800 0.6149800 -0.0045695 0.0104240 0.0066877 0.0060452 -0.0366740 0.6055700 0.1228500 0.1228500 0.1228500 -0.0012706 0.0000000 0.0000000 0.0000000 0.0107680 -0.6333000 0.0100060 0.8243100 0.0139110 0.0139110 0.0129340 -0.0417020 -0.0417020 -0.6294100 -0.6294100 -0.0045695 0.0104240 0.0060452 0.0060452 0.0160060 0.0022317 -0.6517400 -0.0366740 -0.6416900 0.6055700 0.1228500 -1.2487000 0.0114000 -0.0127130 -0.0127130 0.0011093 0.0000000 0.0000000 0.0000000 0.0000000 -0.0016629 0.0090312 0.0107680 0.0058309 -0.6333000 0.0100060 0.1694100 -0.6363200 0.0139110 0.0139110 0.0224440 -0.0128510 -0.0128510 -0.0417020 -0.0417020 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 -0.467 -0.636 0.000 0.000 -0.629 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.606 0.606 0.123 0.123 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.633 0.000 -0.467 -0.636 0.000 0.000 -0.629 0.615 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.579 0.606 0.606 0.123 0.123 0.000 0.000 0.000 0.000 9.9360870 11.5027677 10.4434778 10.8760702 10.2273182 9.7763065 9.6431062 6.2177794 10.1273535 10.3791712 10.1533966 10.0970027 12.9501785 12.6926970 8.9795158 6.1518162 1.7339617 10.2706960 9.9020084 9.8773463 12.1594177 11.7512935 8.9842615 9.4524960 8.9699773 10.5128616 9.1252068 10.2693454 13.6511021 10.4335356 10.6914280 6.2177794 3.9038867 14.4940073 12.5135799 2.9038867 3.7339617 10.0760378 -1.2660383 11.5942742 11.4663425 8.7169566 11.8532285 7.8372507 10.6610003 9.5934979 10.7916165 12.9515422 -0.2660383 NA 11.0231175 13.1284258 12.4023595 10.9779522 10.6683911 11.0297320 8.7748282 10.7251306 11.5027677 11.7812575 12.7451030 NA 1.7339617 10.9672832 9.7283165 8.6272647 10.8760702 10.6378450 3.5413166 8.4888508 8.5981493 9.0592685 7.2808580 11.8298546 7.1845560 7.3596723 8.8875152 8.6378450 9.6318009 10.1273535 9.1758699 9.3170458 10.5360755 10.1273535 7.9913512 6.7395876 12.8910732 10.1278898 8.3742079 10.1533966 10.6401021 1.3189242 9.5694056 10.8349539 10.7514675 9.1591791 1.5413166 12.0186426 9.9995781 10.6888864 8.3578445 13.5324855 7.2923842 12.3920630 10.3038188 8.9373111 1.7339617 6.8375131 9.2127327 9.9020084 8.7810869 9.4218199 9.2036049 8.7507713 9.0158931 8.0893143 9.7325536 10.5640821 9.5256064 8.8994732 7.2616747 7.3076107 -0.2660383 -0.2660383 8.4921865 11.7512935 8.9699773 1.0558898 7.2137429 4.9627804 7.8293600 7.9482820 8.7960091 11.6492823 -1.2660383 12.2139959 1.9038867 11.4147621 2.0558898 10.2693454 10.8747929 8.6468524 10.7451903 10.4335356 NA 11.5898049 10.3375895 11.1321723 8.3633196 9.5405126 6.6043279 7.0603922 13.4401353 10.2711815 9.9513150 11.7000828 10.7087362 8.6867043 6.8786211 11.0219640 10.5593194 11.3151637 NA 8.2476907 4.4888492 -1.2660383 -1.2660383 7.6647004 10.0732564 11.5257365 10.8475263 10.3859117 NA 10.5950500 11.8532285 7.8372507 9.1841434 11.9219337 9.9878106 8.8147808 8.7479835 10.7201607 11.0956328 9.6166062 10.5849312 7.0915147 9.9783269 1.1696044 11.7053270 9.2682659 12.1204993 11.1144242 12.9515422 9.3796216 10.6561758 9.7933076 10.1062841 11.2345560 7.3449882 10.0440078 8.8187716 11.2854311 0.7339617 10.4644332 10.6401021 10.6903393 -0.2660383 -1.2660383 9.7790402 8.2532651 6.7507713 9.9113827 11.1282007 9.7769904 -0.2660383 8.1685914 8.7640233 10.6683911 5.2258148 6.6764776 8.1348426 11.6943271 11.2280687 5.0377424 6.7507713 10.5149129 TCGA-S4-A8RO 75 0 NA 525 pancreas stage iib t3 n1 mx 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r1 1 white not hispanic or latino 390.32.0 2 1 1 1 1 2 1 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 4 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.358041e-06 9.362811e-07 8.63620408 0.01235413 2.59729279 NA 6.32520470 12.94010055 7.73683620 -0.98764587 7.40892750 6.95483724 10.10441896 3.09978331 10.41106625 11.15746827 11.34855019 9.15315248 9.81564651 9.48196447 11.89954321 2.18224734 11.71081022 2.47175974 11.51937388 7.83250145 10.27617862 9.21199485 2.47175974 10.35661846 0.01235413 9.41746416 2.33425362 9.35217257 3.33425362 9.32860402 8.26735133 8.06489039 -0.98764587 8.55921723 NA 3.76720985 9.12084697 15.40381794 7.49210314 8.14417947 9.55148141 11.14835245 9.77967947 14.42859234 9.05261234 -0.98764587 4.79368264 7.80400643 14.44835089 8.77553489 9.72398954 3.71276084 12.73128351 NA 7.23149097 9.27206589 8.17974093 5.12084542 2.71277184 8.79368231 1.01235413 8.98673715 2.91920658 10.41852762 -0.98764587 7.93118604 9.32747226 8.42806448 9.13126356 8.57074335 11.44460351 6.43017486 11.64167923 8.38300999 7.19719801 13.08336590 10.63985646 6.67765904 7.51483633 10.47329033 10.18036782 1.33422501 NA 9.78381201 9.88576668 6.21199534 7.06217137 9.54662557 5.59728385 14.94732646 9.63162562 11.59116701 9.65798095 11.85172324 9.80917341 8.29541080 6.72656832 6.77387372 11.26570622 9.91921314 9.75235623 NA 10.97954888 12.25757819 10.27627251 10.75352415 11.30464422 11.52925372 8.97377226 9.56403094 4.91921135 8.32520560 12.47954603 10.24294351 NA -0.98764587 6.97810637 12.53576203 10.58738909 12.65978103 8.00950226 5.42171478 9.56499161 7.71210324 6.87650835 8.35439706 9.04574547 10.60010014 5.81967840 8.28611830 9.98098937 3.81967840 2.01231837 11.46430635 6.52802270 3.33425362 10.56547189 11.96615526 7.56306964 9.56978632 7.06412946 10.21993481 4.84521403 9.15315248 9.79777499 11.10640028 8.99103312 10.49815192 1.01235413 8.57074335 10.32577248 9.00950198 10.04712159 -0.50225991 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0.000 0.000 0.000 0.660 0.000 0.000 0.000 -0.623 0.105 0.000 -0.712 0.000 0.000 -0.666 0.000 0.289 0.289 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.652 0.652 0.000 0.000 -0.081 0.595 10.4824730 11.9315584 10.0353839 12.7537896 9.9319308 9.8554586 8.2119949 7.4174644 10.0716671 9.8880720 10.4809467 10.0137308 12.9956725 12.2853897 8.1050798 6.7058093 4.5358850 10.2832019 9.9386187 10.3610508 12.5595292 12.7572615 10.3342507 9.2988803 7.8671910 9.9177097 8.1467489 11.1713803 14.6746850 10.5349042 9.3577279 7.8067384 3.7127608 13.0833659 12.1345035 3.0997833 4.6270348 10.1903650 -0.9876459 10.0997854 10.6357469 8.0151374 11.7809205 9.4778890 10.8531005 9.0837849 11.2673512 13.3575199 3.2602515 2.0123184 11.6140934 13.4750805 12.1460364 10.9480696 10.5897514 10.2095393 9.6003720 10.93490699 11.93155838 12.50767799 12.12899145 1.59726895 2.33425362 10.41106625 9.28844693 8.46147126 12.75378958 10.43911154 4.36987125 7.53195920 8.21689376 7.91016780 7.74703219 11.86485212 9.01422333 7.20214734 7.15187403 8.37864470 9.62242471 10.07166709 9.62150137 9.51912611 11.11953969 10.03607702 7.93416380 7.29772517 13.07992501 9.99103312 8.39602673 10.48094668 10.42118300 1.33422501 9.12741816 11.29714670 10.61919042 9.13385606 2.18224734 11.12964101 10.18724826 9.97666350 9.16966950 15.06149047 7.62334747 12.03884603 10.18662411 8.76553939 4.53588499 7.83813996 6.80673907 9.93861867 6.43858728 9.76780275 9.69531722 7.58975150 11.52826876 7.58217812 9.26498814 10.89037350 10.04986951 9.44486457 5.18224734 NA NA -0.98764587 8.66695857 12.75726153 7.86719100 0.01235413 7.88883943 4.98960227 8.00100728 8.01513736 7.36987474 12.02843444 4.47175324 12.45033469 4.50417544 10.28495235 0.01235413 11.17138030 11.48450573 9.10243505 10.64804069 10.53490416 NA 11.43675136 10.79736631 10.81967752 8.38300999 9.67499092 6.02355034 3.76720985 13.79578130 10.06080953 10.00029710 11.20492982 9.85310054 9.99531619 6.56691103 10.09580195 10.31038511 10.73641005 NA 5.53588499 3.87030553 -0.98764587 NA 7.62703259 9.65798095 11.18443751 9.38659047 10.33143013 -0.98764587 9.71622615 11.78092049 9.47788897 8.89649317 12.70994181 10.88883958 8.05944668 6.81967712 10.33425071 11.33959456 10.09779499 10.12411032 5.74024220 8.32520560 1.81966818 12.47954603 9.88807197 12.67142656 10.61409335 13.35751991 9.90865501 11.40972982 7.44277517 8.35439706 11.99406823 9.04849614 10.44903409 8.29309316 10.33425071 -0.98764587 10.23753002 11.08913821 9.95410381 1.59726895 1.01235413 9.10903767 8.90553322 5.18224734 9.17597238 10.15441055 9.83329935 -0.98764587 9.54856975 8.18869516 10.58975141 NA 7.07301899 8.12866665 11.86426679 10.00313572 5.71276359 8.69707112 9.78793291 TCGA-S4-A8RP 77 1 702 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2010 yes pancreas-adenocarcinoma ductal type yes 26 NA r0 2 white NA 369.34.0 2 3 1 1 2 1 1 1 3 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 5 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 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5.4574170 7.9120049 13.8502514 7.9715769 10.0546392 2.0823620 10.2453980 0.0824301 9.6302358 8.8670121 8.4355240 0.0824301 2.8897266 7.8865081 2.7828069 8.9041514 1.4043037 10.0278211 -0.9175699 6.1376593 8.9741610 8.9634912 9.2857254 8.8153926 12.6446197 3.9403547 12.0671517 8.5149192 5.7548020 14.3487612 9.9192167 6.9403582 8.4853681 10.3975268 5.2321235 3.3303002 -0.9175699 9.2832759 9.3267411 8.8522152 8.4199994 10.2881705 6.7828174 14.5897074 10.5044420 11.5941299 10.0064475 12.0874755 10.9349068 8.3491640 6.1158011 5.5086410 11.1156420 10.1219818 9.3875385 NA 11.2700387 11.7101392 10.7752717 10.4594739 11.3726842 11.4467856 9.1645263 8.3397650 6.0823769 10.1061317 12.0749616 10.3952602 0.0824301 2.4043037 7.0539205 12.0730131 11.4522472 12.8807478 7.4311056 4.9892662 9.6263758 6.1923638 7.2771339 10.0126490 11.1843530 11.6493827 5.9278680 9.7793448 9.6350464 6.1376593 3.6673358 11.5206494 0.0824301 2.6673472 11.0699966 12.2220885 -0.9175699 9.5631675 6.9465636 10.3015458 5.7262345 8.3608269 9.3573378 11.4824562 9.3769981 9.5762328 0.6673018 6.7405890 9.2573030 7.6215362 10.7392490 -0.5391002 11.2019669 11.6694516 10.8472489 5.3111943 7.8961586 7.2219283 0.0000000 0.0020687 0.3570600 -0.0142400 0.0031792 0.0031792 0.0147370 0.0211710 -0.0041664 -0.5182600 -0.5182600 0.4566600 -0.0105200 0.0196310 0.0045152 0.0045152 0.3624600 -0.0087264 -0.0087264 0.0227130 -0.0252210 -0.0252210 -0.0114850 0.0144580 0.0235540 -0.5117800 -0.5117800 -0.0142400 0.0031792 0.0147370 0.0147370 0.0147370 -0.3115600 0.0211710 0.0211710 -0.4989300 -0.0041664 -0.5182600 -0.9665300 -0.0105200 0.0049850 0.0049850 -0.5060900 0.0196310 0.0045152 0.0045152 0.0045152 -0.0013977 -0.0098303 0.3624600 -0.0160280 -0.0087264 -0.0087264 0.0227130 -0.5066100 -0.0252210 -0.0252210 0.0185110 -0.5102300 0.4250100 0.0144580 -0.0194250 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.362 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 -0.518 -0.062 -0.478 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.362 0.000 0.000 0.000 0.000 0.000 -0.507 0.000 0.000 0.000 0.355 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.499 0.000 0.000 -0.518 -0.062 -0.478 0.000 0.000 0.000 9.8179334 10.6984666 10.2653924 10.7383552 10.4261182 9.8060382 8.5335883 6.5742302 9.5418089 9.7539184 9.9041512 10.3261463 13.0746961 12.7914611 9.1308642 8.0452731 5.8238436 10.8913415 11.3781462 9.6263758 11.3336644 11.1390150 10.9140804 10.7062588 8.8767932 10.2863370 8.8653754 10.2856947 13.2625196 10.2906117 10.4574167 7.1212962 4.5086442 14.3487612 11.7789102 3.5418122 4.0365737 10.1987213 -0.9175699 11.1678498 11.0376640 8.3654655 11.8981608 8.0394795 10.3666231 9.9065405 10.6292717 12.6266173 4.7262318 -0.9175699 11.0777912 13.0579566 11.6690459 10.6870093 10.5677035 9.8179334 9.3981043 11.2045582 10.6984666 12.0347545 12.3174940 1.4043037 4.5086442 10.8727258 9.5891807 8.5418091 10.7383552 10.7302854 5.9650200 7.6407980 9.0524833 9.0582253 6.6598061 11.7499324 7.6114173 7.3952599 9.7289359 8.3700897 9.3219281 9.5418089 8.9057444 10.1738127 10.6860036 9.7171884 7.9588943 8.4333163 12.9660706 10.0575088 8.5479437 9.9041512 10.8170869 3.9403547 8.1358416 10.9215811 10.7841170 9.3550070 3.2523097 11.3491638 9.9975098 10.5857062 7.9650206 13.0618025 7.9372455 12.7021388 10.1895944 8.7565697 5.8238436 7.2849906 9.7468247 11.3781462 7.4660814 9.1934869 9.9900191 7.4088070 11.4650013 8.5128297 9.6785670 10.1980712 9.8280516 8.3677795 6.7044294 7.1804095 NA NA 8.6292717 11.1390150 8.8767932 0.0824301 6.6522326 5.7405876 9.2845012 7.9619607 7.9982564 9.9695979 0.6673018 11.7927533 4.4043037 10.4869867 0.6673018 10.2856947 11.0023579 9.4009202 10.3255512 10.2906117 -0.9175699 10.8505616 10.6934021 11.3114965 8.5149192 9.4222273 5.7262345 5.9278680 13.2799012 10.0781444 10.8567525 10.9695637 10.6010305 9.5489637 6.7618570 10.9650203 10.3117970 10.4650014 1.0823620 6.9341261 5.2116586 -0.9175699 NA 9.9997493 10.0064475 10.9888921 10.7534849 10.5946239 NA 10.7121892 11.8981608 8.0394795 8.5961048 12.3800101 9.1498116 8.4746948 9.0175423 11.1264298 11.0131147 9.4110523 10.0717718 6.3491636 10.1061317 4.3677764 12.0749616 9.5891807 12.1142508 10.9488835 12.6266173 9.8221580 11.1137339 9.6701548 10.0126490 11.6692171 9.0977922 10.2734365 9.0278211 10.6957064 -0.9175699 10.7130995 10.9294346 10.3432969 2.5418122 3.0769524 9.3183914 8.4228952 4.5418060 10.1605281 11.3230315 9.7450457 0.0824301 9.0809678 8.4194639 10.5677035 6.2722024 7.5862033 8.1130446 11.7228482 11.0714169 6.3207825 8.0160678 10.3189894 TCGA-US-A774 76 1 695 NA pancreas stage iib t3 n1 mx 26-3-2015 female 2011 yes pancreas-adenocarcinoma ductal type yes 4.65 1955 r0 2 white not hispanic or latino 330.38.0 1 4 4 3 2 1 2 2 3 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 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7.6423066 13.9928266 8.3667825 9.9663917 4.1096280 10.3589404 0.7520635 7.8073549 8.8749005 9.1194872 2.3370260 2.8395364 8.0896946 2.5594184 8.4748801 4.4244989 9.9862912 1.3370260 7.1741377 9.0432431 9.1260250 9.3786941 8.6989786 11.0790636 5.4244989 11.9622872 8.8684164 5.8073549 14.0415511 9.4893197 7.2358879 7.7951546 10.3266660 10.0153417 3.0000000 NA 9.3181265 9.5383420 8.3686213 8.2135519 9.5011039 6.1008011 14.1062530 10.0863458 10.8205149 9.9326034 11.8898642 10.3337438 8.3257197 6.7062695 5.5722500 10.9702755 9.9030890 9.5868674 -0.2479365 13.7680537 11.7798057 10.8299163 10.4598802 11.1830476 11.3494268 8.7336397 8.5545889 5.2115029 9.8228643 12.5052892 10.1772883 NA 4.8395364 7.0000000 12.3126442 11.3702285 13.0830594 8.0489887 5.3519851 10.0241191 6.3025877 7.5881232 10.2799062 10.6850254 11.6110248 6.9808913 9.3085786 9.4833916 4.9418951 0.7520635 11.5648515 3.5069573 3.1443891 11.1068728 12.2489263 0.3370831 9.7957833 6.4394137 10.0432432 6.3959282 8.8553603 9.3722922 11.3780096 9.3219281 10.2717087 0.7520635 7.0047385 9.2001887 8.1400900 10.8951368 NA 11.0894157 11.3491939 10.4787164 5.1783362 8.0047379 8.1357770 -0.0050284 -0.0050284 -0.0050284 0.0083351 -0.0547540 0.0518140 -0.0246610 -0.0686630 0.0231450 0.0481200 0.0481200 0.0481200 -0.0033243 -0.0701350 -0.0701350 -0.0701350 0.0000000 -0.0219210 -0.0219210 -0.0362650 -0.0149160 -0.0149160 -0.0716790 -0.1089300 0.0414580 -0.0050284 -0.0050284 0.0083351 -0.0547540 -0.0246610 0.0081959 0.0081959 -0.0142280 -0.0686630 -0.0686630 -0.0686630 0.0231450 0.0481200 -0.0033243 -0.0033243 -0.0654470 -0.0654470 0.0088920 -0.0701350 -0.0701350 -0.0701350 -0.0701350 0.0061090 0.0055529 0.0000000 0.0077783 -0.0219210 -0.0219210 -0.0362650 -0.1360900 -0.0149160 -0.0149160 -0.0197260 -0.0107960 -0.0107960 -0.1089300 0.0414580 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.109 0.000 10.062685 10.776866 10.349660 10.775827 10.252416 9.568256 8.914464 6.664962 9.351055 9.452512 9.519429 10.343595 12.844747 12.423945 9.685025 8.392317 2.839536 11.654259 11.210479 9.735066 12.120129 11.800048 11.312166 10.916979 7.709175 10.462448 9.004738 10.201861 13.088370 9.828888 9.395929 8.239913 4.074000 14.041551 11.922467 5.506960 3.610050 10.322403 NA 11.063821 10.538342 8.880067 11.433970 7.949289 10.310971 10.278572 10.646511 12.565353 2.658965 NA 11.504244 12.824624 11.416520 10.813562 9.854704 10.134156 9.505281 11.8071854 10.7768659 12.0860664 12.0229518 1.3370260 3.2756329 11.1574799 9.1497471 7.9832935 10.7758269 10.8674413 6.2115048 7.4067084 8.7950997 8.7799783 7.1867006 11.5065425 7.5054567 7.5497339 8.5152847 8.4731716 10.1112730 9.3510554 8.9904773 10.4333109 10.7322120 9.9219975 8.1550844 8.9468294 13.3019173 10.0041466 8.5119605 9.5194293 10.9160366 1.3370260 8.0464632 10.8494462 10.3440623 9.1709793 0.3370831 11.0601270 10.0438187 10.4315526 7.7688810 13.2387818 7.9018196 13.0418032 10.1872218 8.6392929 2.8395364 7.2111349 9.9856921 11.2104791 7.5367073 8.9223858 10.0047379 8.0896946 11.8737679 6.2196777 9.4481706 10.3524500 9.8295558 8.3482621 5.0740001 3.4525164 NA NA 8.9784848 11.8000484 7.7091748 NA 6.8916233 8.8877817 9.4935395 8.7548875 9.2032836 9.6014776 2.3370260 11.9425145 1.7520635 10.2931691 2.0739916 10.2018609 11.0173945 9.2358883 10.2464280 9.8288881 -0.2479365 11.3414896 10.5987381 11.0632532 8.8684164 9.9294920 6.6100533 4.5334325 13.1524850 10.2868617 10.6612155 11.3045927 10.5928505 9.8362166 8.4765862 10.5065424 10.4429435 11.1934605 1.5594429 7.9688183 5.5849625 NA NA 7.2912315 9.9326034 11.3221654 11.8028887 10.5086288 1.3370260 10.3252463 11.4339697 7.9492892 8.6798506 12.6998920 9.9443654 9.2217142 9.0489887 10.8839294 10.8375449 9.5144545 10.2464280 6.4935401 9.8228643 7.0558529 12.5052892 10.2780826 12.2079134 10.8161416 12.5653526 10.1107237 11.0643882 10.1550845 10.2799062 11.2270459 9.4926966 10.0305219 9.1804326 10.5260358 0.3370831 10.7044498 10.6278218 9.4740261 7.0374745 3.7520742 9.0796250 8.4320098 2.5594184 10.2687574 11.0621058 9.8066767 3.1443891 9.4368210 8.2401535 9.8547043 1.0740258 7.8448294 7.8941793 11.3468636 10.5444561 6.3667821 8.5722515 10.1079741 TCGA-US-A776 61 0 NA 844 pancreas stage iia t3 n0 mx 26-3-2015 male 2011 yes pancreas-colloid (mucinous non-cystic) carcinoma yes NA NA r0 0 white not hispanic or latino 349.38.0 3 3 3 4 1 2 1 1 1 1 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 4 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 2 0 0 4 0 0 0 0 4 0 0 0 0 0 0 2 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 3.839634e-06 9.459967e-07 8.08185941 4.10001048 2.67115748 NA 3.72561029 11.98299917 7.60371906 -1.02914635 7.85030687 8.03411885 10.76107230 5.91323889 10.80637949 10.88590857 10.78330227 10.07728680 9.65020395 9.57897870 7.86250780 3.36304489 11.90662551 NA 11.59506237 4.43015813 9.24801127 5.50988266 -0.02929357 0.55571801 0.55571801 10.50405355 3.77808239 8.89256467 0.97070643 9.56037487 8.11792876 10.25612599 NA 8.88809602 -0.02929357 5.23751018 10.84450241 15.40478187 8.76188660 6.82247268 8.46857558 10.56970678 6.93072551 14.21835469 9.30499717 NA 7.43015562 9.96324449 16.53359973 8.85642024 9.39383982 2.14064779 10.79725638 1.29266397 10.84954108 8.42399450 8.87911637 NA NA 7.78129545 NA 7.67808318 3.77808239 9.65547241 0.55571801 5.01511840 9.35226682 5.47851887 5.65722554 8.35442792 13.01032833 NA 12.06710955 8.98892407 6.91909095 12.59688913 10.37905351 NA 5.29625549 9.15683799 2.55569347 -1.02914635 NA 9.80756310 8.98334822 5.16054914 9.59277563 9.18746961 1.55566893 15.34893399 10.81856420 10.56224615 10.03209506 13.49066716 10.60462726 8.55192431 2.55569347 6.96507777 11.49915352 9.60281019 9.33420154 0.55571801 10.63116550 12.13720077 10.69165202 10.59574309 11.43501428 11.94226736 8.62536000 9.11410696 7.79409090 10.31168656 12.34983138 9.89182091 0.55571801 3.97072484 7.25149472 12.34644207 11.04653717 11.75515418 6.32827639 1.55566893 9.17284775 7.93422692 7.12047118 10.47305842 9.78610705 11.62155118 4.72561029 10.44493671 9.87911637 2.29266397 NA 11.74427515 7.85641993 0.97070643 10.78330227 10.39436505 -1.02914635 9.44747010 6.00513721 11.12585829 4.72561029 6.93650839 9.22693258 11.19442390 9.66856025 10.76473345 NA 8.09742855 9.61818230 7.80992758 10.91433751 0.46131900 9.93072581 12.23105533 10.26419544 4.46257589 7.84416781 7.17529505 0.158890 0.158890 0.158890 -0.627710 -0.016794 -0.015484 0.052222 0.286100 0.233370 -0.776610 -0.776610 0.277560 0.044555 3.438000 0.057635 0.057635 0.103300 -0.080026 -0.080026 -0.209100 -0.399100 0.104660 0.400920 0.337210 -0.217770 -0.329140 -0.329140 -0.304180 -0.017552 0.052222 0.052222 0.052222 -0.064392 0.286100 0.286100 -0.361030 0.233370 -0.892770 0.044555 0.044555 0.028041 -0.339590 0.563450 0.057635 0.057635 0.057635 0.057635 0.054642 0.027760 -0.687890 -0.059152 -0.080026 -0.080026 3.247300 -0.354810 -0.399100 -0.363080 0.000000 -0.044298 -0.044298 0.337210 -0.217770 0.000 -0.337 0.128 -0.435 0.000 0.000 0.000 0.000 0.127 0.000 0.000 0.000 0.000 3.038 3.038 0.105 0.105 0.159 0.159 0.401 0.236 0.000 0.000 -0.304 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.286 -0.361 0.216 0.216 -0.777 -0.499 0.000 0.000 0.119 -0.218 0.000 -0.337 0.128 -0.435 0.000 0.000 0.000 0.000 0.127 0.000 0.000 0.000 0.000 3.038 3.038 0.105 0.105 0.159 0.159 0.401 0.236 0.000 0.000 -0.304 -0.304 0.000 0.000 0.000 0.000 0.000 0.000 0.286 -0.361 0.216 0.216 -0.777 -0.499 0.000 0.000 0.119 -0.218 9.009643 10.813074 10.376397 10.724358 8.462577 8.822473 10.572495 9.174072 9.163017 8.755359 8.930726 10.068098 12.504175 11.530340 7.664210 3.671169 1.555669 8.707126 9.390684 10.287005 11.976775 11.514239 11.877427 9.553807 6.446458 11.911221 6.712191 10.132410 13.227154 10.648443 9.993092 7.074012 2.778082 12.596889 9.375865 1.778082 1.292664 10.687543 NA 9.905152 10.537729 7.363041 10.879492 8.143152 10.510367 5.790902 10.683251 12.363041 5.079250 NA 11.185346 12.866015 11.545641 10.925244 11.214195 8.707126 6.228113 10.87159064 10.81307418 12.48000398 12.70712575 -1.02914635 4.90169717 10.80637949 9.53010099 8.56131086 10.72435841 10.31723758 6.18017770 7.66769134 8.13311498 8.02329195 7.12554159 11.62132686 7.87574997 7.08966445 9.20912848 8.90736180 11.08998270 9.16301661 9.66508165 14.64921392 10.82364341 9.84800802 7.99309180 5.55568734 12.84829554 10.07138620 8.95656579 8.93072581 10.54010478 -1.02914635 8.37290466 11.29152436 10.51810036 9.18139505 2.87760684 11.18382802 9.80756310 10.70204287 9.53201182 12.91552736 8.50794207 12.05237367 9.56784526 8.94800388 1.55566893 7.29620959 8.77807877 9.39068402 7.11538184 9.85072818 9.53867997 8.61998003 8.71387518 1.77808239 9.32717581 11.20314474 10.33319371 8.01784788 4.14064779 5.55568734 -1.02914635 NA 9.87761436 11.51423901 6.44645806 NA 6.67116314 3.49428759 7.73559528 9.83568379 7.28360698 12.45075664 -1.02914635 11.80933686 -1.02914635 8.66246722 2.43015144 10.13241002 11.08316330 9.50794227 10.44898786 10.64844342 0.97070643 10.71849726 10.13311511 11.33895745 8.98892407 10.06678009 5.76513954 8.67116349 13.43769244 9.30387913 12.46720315 10.29036772 11.53344324 7.24684794 7.54057909 10.55098241 10.65984823 11.41081436 NA 2.87760684 3.61458029 NA NA 7.13563029 10.03209506 10.06612082 9.37634400 10.30723041 NA 9.68754330 10.87949174 8.14315155 8.74386297 12.25033440 9.22338924 6.74551030 4.14064779 9.94585522 10.51858235 9.05951211 10.26706650 4.10001048 10.31168656 0.55571801 12.34983138 10.25033443 12.41457389 10.60008043 12.36304125 8.32387082 10.52675078 3.92491699 10.47305842 11.84992414 5.05818660 10.27678545 8.03681320 10.59414813 2.67115748 10.38910353 10.51617100 10.21687060 0.97070643 -0.02929357 9.18017721 9.13624651 0.97070643 8.40326559 10.56614454 9.11538210 0.97070643 9.03141973 8.29895014 11.21419537 -1.02914635 7.17529505 7.79090298 11.25699276 10.46257691 4.61458029 6.16054914 12.01904040 TCGA-US-A779 54 1 511 NA pancreas stage iib t3 n1b mx 26-3-2015 female 2011 NA pancreas-adenocarcinoma ductal type yes NA NA r0 2 white not hispanic or latino 330.38.0 2 3 1 6 2 1 1 1 3 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 5 0 0 0 0 2 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 6 5 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 5 0 0 0 0 0 0 0 0 0 2 0 0 4 0 2.031111e-06 4.451749e-07 9.11288749 2.71134072 3.53447253 NA 6.57315485 12.14003386 7.69741243 1.33285112 7.21548349 7.84380174 9.58171636 5.43717779 10.91742668 11.05650434 10.55346015 8.74562156 9.40751655 8.81342817 9.60803336 3.40322681 11.31011991 1.01092303 10.04157894 5.84380299 9.50176276 3.91780408 3.09836902 12.81433670 NA 10.64026853 3.86889415 8.97236152 1.01092303 9.39029021 7.40751676 8.55394372 -0.98907697 8.09306097 3.18083212 4.01091408 6.56550122 15.46925440 8.52463965 10.81423581 8.71654410 10.23189472 7.15557014 14.78955373 8.82308918 0.01092303 4.65476776 7.95459881 14.85186186 8.56933273 8.75069258 4.05530847 10.96982703 0.01092303 9.57410813 7.81504316 7.17581898 3.65476776 -0.98907697 7.19082126 2.71134072 8.04157921 1.81827795 9.80126037 -0.98907697 5.27769841 8.85796918 6.56550122 7.87819073 8.39461617 13.18755253 2.47035465 11.69631769 8.63296358 5.11943503 14.02715432 10.20505314 5.18083610 6.37338199 9.66375679 5.51870508 2.47035465 -0.98907697 9.07025622 9.41179124 8.72687378 9.05667158 8.90572966 4.59587360 14.66344878 9.47443625 11.25021207 9.57696592 11.92080495 9.55394372 8.50476736 7.67624766 5.43717779 10.50066952 9.72858823 9.48258715 NA 11.69083173 12.22295220 10.10248610 10.35886534 11.32407836 11.15461397 9.05393918 8.16065906 6.91780288 9.37614080 13.22697561 9.28354170 NA 1.01092303 7.22036478 11.52587244 11.64889519 13.10135514 6.39461532 3.59587360 8.97091375 6.49625781 6.85640187 10.27594080 10.61592835 11.26888892 4.73883268 10.32209253 8.85796918 5.01091408 2.01092303 11.51075774 4.40322681 2.33285112 8.71999555 11.79615998 -0.98907697 9.56933254 6.79881392 8.69741243 4.29631056 8.73713003 9.35742554 10.81181177 9.51075784 11.17707496 1.59588553 6.17078235 8.16065906 7.41949676 11.00844424 -0.64430710 10.69828751 11.55708287 10.28645438 3.53447253 8.04157921 8.08505333 -0.0178030 0.0126550 0.0126550 -0.0123000 0.0308730 0.0308730 0.0304510 -0.4025200 0.0214630 0.0140510 0.0140510 1.7252000 0.3567500 0.0026357 0.0026357 0.0026357 -0.0417020 -0.3863800 0.0307320 -0.0060904 0.0210430 0.0210430 -0.0013858 -0.0618230 -0.0749550 -0.0178030 -0.0178030 -0.0123000 0.0165990 0.0304510 0.0304510 0.0344860 -0.4555400 -0.4025200 -0.4025200 -0.4025200 0.0211830 0.0140510 -1.1109000 -0.2915400 -0.0448220 -0.0448220 0.0094491 0.0026357 0.0026357 0.0026357 0.0026357 0.0221640 0.0000000 -0.0417020 -0.0328600 -0.3863800 -0.3736900 0.0019697 -0.0060904 0.0210430 0.0210430 -0.0164290 -0.6089300 -0.6089300 -0.0618230 -0.0618230 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.456 -0.456 -0.403 -0.403 0.000 0.000 0.000 0.000 -0.540 0.075 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.386 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.456 -0.456 -0.403 -0.403 0.000 0.000 0.000 0.000 -0.540 0.075 0.000 0.000 8.67268981 10.47085569 9.66912335 11.04192378 9.91780244 8.96219646 9.97525272 5.56549969 9.35520770 9.05939881 9.38703721 9.53349346 13.20065923 13.40865334 8.84221927 5.18083610 5.72515764 9.28703635 11.35548517 9.58171636 12.05908368 11.66129053 10.56550074 10.88358676 7.38159919 10.09572021 7.75237864 9.70615754 12.75111426 9.66823031 9.49875189 5.42030386 4.56549969 14.02715432 10.56645967 3.09836902 2.01092303 10.66778358 NA 10.92977510 9.79881441 7.54618760 11.56117766 7.38159919 10.58219045 6.09837534 10.58171626 12.30954726 1.01092303 0.01092303 10.40537455 13.26969870 10.94871604 10.16093833 10.14662111 10.28528997 7.92867174 10.52956506 10.47085569 12.15748056 13.43527502 2.01092303 3.92308261 10.91742668 8.73542571 7.78898907 11.04192378 11.12628070 5.65476776 8.26357719 8.89049503 8.14790295 5.72515764 12.01003105 6.96812993 7.42030301 8.55007068 9.01934053 10.23129019 9.35520770 9.71827103 10.59164155 11.10036234 9.47239130 8.28470752 7.06619470 12.31540580 10.35465282 8.64572291 9.38703721 9.76746826 1.01092303 8.64530537 9.88435600 9.69390646 8.78898907 1.33285112 11.00809137 9.93052018 10.59022783 7.29168275 13.85031252 7.52266470 12.04828721 9.98460929 8.17833022 5.72515764 7.05081837 10.10696815 11.35548517 7.88127673 9.55775815 8.63844569 8.39461617 11.61407457 5.88127551 9.23249888 10.19640676 9.12667092 8.60523652 4.62562118 6.54229365 0.01092303 NA 9.48461770 11.66129053 7.38159919 NA 6.89355516 2.91779453 8.04708573 7.82469276 6.75910522 10.23792611 0.01092303 11.82689549 5.42030386 10.66733671 1.59588553 9.70615754 11.66756016 8.65296361 10.56598028 9.66823031 NA 11.74562147 10.73883234 10.76579934 8.63296358 9.34964835 5.47034488 5.36846456 13.76783299 9.91705083 10.02283800 11.70239150 11.23702295 8.27535445 5.35076242 10.69697465 10.03535902 10.88397143 -0.98907697 3.33283680 4.96511010 NA 0.59588553 7.91177845 9.57696592 11.10927299 8.72524320 9.67979693 0.59588553 8.98245546 11.56117766 7.38159919 8.50676695 13.22424396 9.99888641 6.84380174 9.60336894 10.59775164 10.68951198 9.49170201 9.19950083 4.81826772 9.37614080 2.52819622 13.22697561 10.63021479 12.05871742 10.73755579 12.30954726 9.07160770 11.16034146 9.81019356 10.27594080 11.69566047 7.84063443 10.84696226 8.60149893 10.71697615 1.01092303 9.98460929 10.90231587 10.36350709 1.01092303 3.53447253 8.54813025 9.09308765 4.59587360 8.59211239 11.91679712 9.28003857 -0.98907697 8.75069258 8.51870665 10.14662111 1.01092303 6.75910522 7.81181201 11.53643267 10.54910079 6.38595211 7.66196332 10.11551060 TCGA-US-A77E 73 1 430 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2012 yes pancreas-adenocarcinoma-other subtype yes NA NA r1 2 white not hispanic or latino 330.38.0 1 1 2 3 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 5 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 4 0 0 0 4 0 2.643226e-06 7.512327e-07 9.6256290 2.5051033 6.3515471 NA 6.3044983 14.9419238 7.6216358 -0.1952856 8.2455213 8.3476843 9.9033425 5.8490460 10.9400410 11.0416771 11.2248758 9.4920280 9.5240411 9.8483633 10.3064895 2.8046525 11.6848098 0.3895668 11.1638529 6.8974099 10.0766990 5.0525811 2.8921190 12.5531598 0.8046318 9.7464337 3.5595408 9.2151036 2.8046525 9.1937459 7.9053148 7.8517765 NA 9.0116667 -1.1952856 5.0714409 8.4988360 15.1488096 8.5794396 6.7646540 9.9858047 10.5063921 11.4267042 14.4528414 9.1883567 NA 2.2640860 8.7601424 14.2264214 7.5728366 9.7398174 0.3895668 9.9651479 -1.1952856 10.2039303 8.9377946 8.7339108 -0.1952856 2.5051033 7.3971099 1.9745660 8.4156771 0.8046318 10.3218297 -1.1952856 7.7412903 9.0104456 7.5628758 8.8297919 8.1015687 12.1132759 4.9944756 11.8993899 8.6152239 4.8270213 14.7013869 10.1932080 6.7990057 7.2705448 10.6513180 4.8270213 3.4485046 NA 9.1786051 9.5851922 6.8102773 7.8947650 9.5653723 5.1265806 13.9330093 9.8053566 10.9429242 9.6224355 12.0493135 10.2712388 8.4467041 5.7704379 4.6120045 11.1649920 10.4574973 9.6994701 NA 10.6727032 11.6337805 10.9056694 10.5608209 11.3186267 10.8917837 8.9708154 8.1709746 5.1084325 10.4285339 12.1663221 10.6091868 -1.1952856 4.0525811 7.0092240 12.1727496 10.9944770 12.9166846 7.9619995 5.4911540 9.4521109 5.5764072 7.3360343 10.7216515 10.2351050 12.0524316 7.7471672 9.6933957 9.5274600 4.6872959 1.8046318 12.2676658 -0.1952856 2.7115390 11.8985651 10.7449660 NA 9.7559371 7.3896150 8.9000496 5.7471672 8.1061489 9.6926345 11.5302317 9.1544865 10.1775175 1.1265765 6.0141053 9.1742499 7.7294651 10.7944017 0.1495195 11.1386463 12.0903436 10.7122942 4.8270213 7.8435712 6.3203529 1.3279e-02 1.3279e-02 1.3279e-02 3.8124e-03 -4.7577e-04 3.9553e-01 -3.3658e-05 -4.9188e-03 3.8328e-01 1.5913e-03 1.5913e-03 1.5913e-03 -8.2350e-03 1.2024e-02 1.2024e-02 1.2024e-02 -7.4065e-03 -8.0877e-02 -8.0877e-02 -2.2130e-02 8.8188e-03 8.8188e-03 3.6048e-01 2.5317e-02 2.5317e-02 1.3279e-02 1.3279e-02 0.0000e+00 -4.7577e-04 -3.3658e-05 -3.3658e-05 8.4011e-03 2.2371e-02 -4.9188e-03 -4.9188e-03 -8.4557e-03 3.8328e-01 1.5913e-03 -7.4747e-01 -8.2350e-03 -6.0254e-03 -2.0127e-03 -2.0127e-03 1.2024e-02 1.2024e-02 1.2024e-02 1.2024e-02 -3.1203e-03 -1.1816e-03 -7.4065e-03 -5.3337e-03 -8.0877e-02 -8.0877e-02 -2.2130e-02 -2.2130e-02 8.8188e-03 8.8188e-03 -5.6102e-03 -2.8434e-03 -2.8434e-03 2.5317e-02 2.5317e-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 0.360 0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.383 0.383 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.360 0.360 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.383 0.383 0.000 0.000 0.000 0.000 0.000 0.000 9.5223289 10.3223217 10.4539086 9.9920045 11.0851332 9.1698812 8.9594705 6.0807770 8.9274805 9.4894010 9.6359597 10.5566148 12.9069562 12.9872795 8.4430882 7.3971099 0.8046318 11.2473368 10.0935185 9.9026844 11.7870239 11.1158331 10.9461210 10.5295925 8.1969699 10.2097939 8.7398174 10.3892438 13.1311521 10.6450369 9.4485087 8.2225051 3.7115390 14.7013869 11.4915906 1.8046318 3.1265765 10.3711821 NA 10.2859473 10.2768356 8.3573215 11.8284067 7.3203520 10.1813205 8.1775177 10.4739804 12.7301141 3.5050906 -0.1952856 10.5769670 12.7318748 11.1415243 10.9875278 10.4349196 10.1394843 8.7787083 11.1597281 10.3223217 12.0546547 12.4356020 0.8046318 2.7115390 10.9400410 9.3735586 8.4064231 9.9920045 10.7904943 4.3282118 7.9944768 8.6734748 8.8144809 6.9287742 12.1705647 6.8370842 6.9594699 8.7603025 9.1433888 9.9839396 8.9274805 9.0573179 10.2392806 10.6339788 10.4340090 8.5188978 8.1265806 12.8990600 10.1220650 8.1175356 9.6359597 11.0860029 0.8046318 9.6831402 11.1897059 10.3413853 8.6359597 2.2640860 11.1758845 9.7530196 10.4695440 8.3144274 14.0606768 7.7530195 12.4563768 10.3223217 8.9870468 0.8046318 7.3423370 9.2475960 10.0935185 6.3745074 9.1702641 9.3773526 8.6888231 12.9389985 6.7761961 9.4673209 10.1693343 9.9216461 7.8158796 6.1622040 4.7588468 -1.1952856 -1.1952856 9.4412770 11.1158331 8.1969699 NA 6.8921153 4.0900574 8.2661320 8.8032429 7.4485087 10.4244139 2.1265765 12.1031446 2.2640860 10.5835509 1.8046318 10.3892438 11.2222413 9.0667471 10.3749825 10.6450369 -0.1952856 12.0124293 10.8521172 11.4764146 8.6152239 9.4138312 7.4876471 3.9339314 13.0457418 10.0220043 11.1764291 11.1242427 11.0851332 9.3114559 7.3707066 10.7965285 10.0472311 10.8356643 -0.1952856 6.9895273 6.1622040 NA NA 6.4699885 9.6224355 11.1203681 11.1850187 10.7897828 NA 10.4467041 11.8284067 7.3203520 8.8449420 12.6028204 9.8921152 8.8270203 7.1533808 11.1940149 10.8602738 9.4376476 9.9151357 5.8921141 10.4285339 3.8046525 12.1663221 10.1856545 12.0865824 10.8555213 12.7301141 9.4054944 11.4179814 8.7353898 10.7216515 11.3928986 8.8463115 10.6107992 8.8787940 9.8687215 NA 10.5133053 10.7865764 10.6116047 3.3282189 1.9745660 9.2681768 8.6875856 2.3896219 10.1226303 11.7525724 9.1164006 -1.1952856 9.2486318 8.0271574 10.4349196 1.3896219 7.5223289 8.1511663 11.6091868 10.6540575 5.1969689 7.8270200 10.0256353 TCGA-US-A77G 64 1 12 NA pancreas stage iib t3 n1 mx 26-3-2015 male 2010 yes pancreas-adenocarcinoma ductal type yes NA NA r0 3 white not hispanic or latino 330.38.0 2 1 3 4 2 1 2 2 3 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 2 0 0 0 0 7 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 4 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 4 0 0 0 0 4 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 2.600781e-06 7.975728e-07 10.2004471 0.8684497 3.7263953 2.1903304 6.3360155 11.7182065 7.2607276 -1.1316293 7.3919722 8.3481908 10.2270617 4.5688530 11.4377915 11.5799119 10.6111410 9.9080150 9.7563927 9.1456978 10.1761805 2.4533859 11.5428235 3.3919739 11.3173011 5.7632283 9.6140848 9.4420577 3.7753034 11.7598145 NA 10.5086554 6.3360155 8.3237375 1.1903620 9.6628264 8.6660720 8.2692899 1.8684102 8.3762053 1.4533859 4.8226078 7.4344648 15.4876848 8.5723141 9.6456658 8.9989810 11.6881905 6.7692772 13.9497691 9.4210796 -1.1316293 5.2082597 8.8604566 14.7870874 8.0257575 9.4316069 4.4533727 10.0863682 NA 10.1275653 8.4249166 8.1858229 1.1903620 2.7753034 8.9209786 1.6757708 8.9598458 1.1903620 10.6705229 1.4533859 4.3919739 9.0282818 6.9821528 6.9291069 8.6709267 13.2923143 5.1351983 11.6026967 8.8138543 5.5826554 15.7846402 9.6407250 6.9505594 8.2395770 10.3466745 5.6098761 2.3278311 NA 9.3380524 9.2015660 7.2988626 9.2049171 9.9860536 4.5688530 14.4838965 8.7044608 10.8645309 9.9412130 12.3662623 10.5257290 8.9425520 6.0181579 5.3441432 11.1125156 10.4138577 9.2830958 NA 13.5220953 11.6783796 10.9987365 10.4682909 11.9999460 11.4133750 9.4748156 7.9318054 6.5688499 8.8670010 12.3983290 9.8859149 -0.1316293 0.8684497 6.3196215 12.1711922 11.4363666 12.7174246 6.4757415 4.5122648 9.2778014 6.5305452 7.8655898 10.0464529 11.0591612 11.6172323 5.1538134 9.9264023 9.2946752 3.7753034 -1.1316293 11.8464059 -1.1316293 1.4533859 11.4277876 12.6323490 0.8684497 9.3278421 6.4533727 7.5014057 4.6497706 9.1880826 9.8050485 11.4521985 9.5584085 10.3165268 0.8684497 6.6031204 9.2127065 7.7541072 11.1869533 NA 10.4973117 11.6837938 10.8606408 4.5963329 7.7662559 5.6365956 0.05092300 0.05092300 0.05092300 -0.00526100 0.00416320 0.00416320 -0.00221680 -0.43311000 0.00000000 -0.01133500 -0.01133500 -0.01133500 -0.00069303 0.00513590 0.00513590 0.00513590 -0.02087800 -0.42626000 0.00138680 0.44935000 0.00672650 0.01209700 -0.02342900 -0.05792400 -0.03966500 0.05092300 0.05092300 -0.00526100 0.00416320 -0.00221680 0.00633210 0.00633210 0.00180300 -0.43311000 -0.43311000 -0.43789000 0.00000000 -0.01133500 -0.41959000 -0.00069303 0.00624810 0.00624810 0.00388540 0.00513590 0.00513590 -0.41970000 -0.00124730 0.08175500 -0.41827000 -0.02087800 0.00291330 -0.42626000 -0.42386000 -0.42648000 -0.43268000 -0.41113000 -0.37144000 -0.42713000 -0.02054900 -0.02054900 -0.96164000 -0.06558100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 -0.426 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.426 0.000 -0.426 -0.426 0.000 0.000 0.000 0.000 0.000 0.000 -0.413 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.438 -0.438 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 8.989944 11.081515 10.082730 11.006042 10.377196 9.059470 8.922336 6.834194 9.897007 10.025757 9.592071 9.968416 12.887440 13.293036 8.907330 5.609876 2.038331 9.426831 10.180726 9.693369 11.547829 11.770409 9.994470 9.610720 8.118709 10.372733 8.582656 10.081381 13.751245 10.513168 10.095425 6.868410 3.955871 15.784640 11.042088 1.453386 3.391974 10.445839 NA 10.726003 10.989620 8.641550 11.685594 7.751053 10.549210 7.606503 10.624967 12.695158 2.868410 NA 11.935845 13.143953 11.605349 10.639855 10.862764 10.558845 8.187721 10.6357674 11.0815147 11.9733368 13.4534317 1.1903620 2.7753034 11.4377915 9.1959632 8.7495245 11.0060421 10.6423739 4.7991495 8.2650153 8.3009524 8.4344644 6.7932235 11.6046010 7.8962888 7.6981330 8.4210798 9.4636680 10.4065751 9.8970073 8.3051219 8.3154938 10.4918348 10.1038265 8.6628264 5.8226078 12.0436482 9.8334733 8.3880466 9.5920715 9.9860536 -1.1316293 9.6582049 10.7403157 10.1982068 8.3319349 1.4533859 11.0063623 10.0790819 10.6624201 8.2259627 14.0342989 7.7872738 13.0961017 10.1246192 8.4172323 2.0383308 6.3746187 9.6124034 10.1807262 5.3919739 9.5158149 8.1044247 7.9236929 9.7827956 4.1163398 9.9438897 10.2730200 9.1869534 8.0996319 4.1538134 NA NA NA 9.1767496 11.7704087 8.1187091 NA 6.8907786 4.1903383 7.6628264 9.2171386 8.3742223 11.6729449 5.2946759 11.9684157 NA 10.3905015 1.6757708 10.0813810 11.2732860 8.6933692 10.7009050 10.5131681 2.1903304 11.6601839 10.5792169 11.1160414 8.8138543 9.2978173 6.1993268 5.3441432 13.2739509 10.2154782 10.1422061 12.0830029 11.0436482 7.8542525 4.6497706 11.0573084 10.5882271 11.0517357 NA 5.2607295 4.7263898 NA NA 7.6917777 9.9412130 11.0999317 9.4553067 10.4585297 1.4533859 9.6725415 11.6855940 7.7510533 8.9899439 11.7934086 10.1931536 7.3113542 8.9114378 10.5860869 10.9518899 9.8478357 10.4095071 6.1068152 8.8670010 0.4533332 12.3983290 10.2243121 12.0697687 10.7131163 12.6951576 9.0295423 10.9230148 7.9976938 10.0464529 11.6052352 6.9345000 9.7805514 8.8698187 11.0637827 0.4533332 9.8900846 10.2623372 11.0420877 1.6757708 3.9976898 8.9756276 6.8842719 4.8456908 9.0079618 11.5083571 9.9025216 0.8684497 8.9438897 8.5055063 10.8627640 -0.1316293 6.6949596 8.0181579 11.5142941 10.6237154 4.8226078 7.8167776 10.3507143 TCGA-US-A77J 81 1 568 NA pancreas stage iib t3 n1b mx 26-3-2015 female 2010 NA pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 330.38.0 1 4 4 6 3 3 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.7480702 1.2845734 7.8992560 NA 7.4594718 14.2706546 7.4644551 3.6064778 7.2957735 8.1362950 10.1440807 6.5324728 10.7693688 10.6030040 11.0514888 9.7823978 8.0757086 9.5312865 12.4133458 6.3720083 11.4173669 0.2845141 9.5466408 9.3193449 9.8872447 7.0983269 5.2387410 12.3711797 -0.7154859 8.8237048 2.8695161 9.6660889 1.6064896 9.7429526 7.8732608 8.5583415 1.6064896 8.2589603 1.6064896 5.0124659 10.7536789 15.8634197 8.6177011 4.9569720 9.4304781 9.3506351 10.5774426 15.0290907 8.9710463 -0.7154859 5.5513314 7.3190145 14.7142141 8.9481041 9.3275731 2.0919029 10.1989311 NA 6.2034087 8.7254150 8.6854255 NA 3.1914363 7.7149983 4.8992578 7.8844587 2.8695161 9.0124664 4.7108119 8.2560893 8.6243959 9.2774843 8.2123237 8.3666951 10.4878939 4.8081070 12.2589605 8.7170879 5.5513314 12.9294161 9.9789038 5.9427585 7.0900319 10.2957732 9.0560353 5.9569720 NA 9.0886770 9.4444172 9.0642653 8.2589603 8.3479411 4.8695062 14.2756691 10.3766422 11.2550113 9.6409979 10.9489932 10.9157229 8.1362950 9.1518246 5.0659040 11.0747762 9.8581930 9.5336593 -0.7154859 8.5300985 12.1624051 10.2395346 10.3400656 10.0310602 11.6456672 9.4829908 8.8506000 5.4138276 8.0983269 13.2311780 9.0659056 -0.7154859 4.7439781 7.7066107 11.9380627 10.7617982 12.9141302 8.0226380 7.9849857 9.8515512 5.8734097 7.3289397 10.2937797 10.6409978 11.2753589 9.7460253 9.3956815 9.2343727 5.5133644 3.0919029 11.1993047 2.6064659 2.9849903 10.6955272 12.2341902 2.0919029 9.1409713 7.7023985 10.4588475 6.5229502 7.6639245 9.7723858 10.5814621 9.2255936 10.5067370 1.6064896 6.6854258 8.6725632 7.7316293 10.8657465 NA 11.0043625 11.5351404 9.8100666 4.1425278 8.1579901 6.6682496 4.2127e-03 0.0000e+00 0.0000e+00 8.8325e-04 6.0400e-04 6.0400e-04 -2.1675e-03 -1.3365e-03 3.1205e-02 6.0400e-04 6.0400e-04 6.0400e-04 -7.8224e-04 -2.4444e-03 -2.4444e-03 -2.4444e-03 -2.4444e-03 -1.8905e-03 -1.8905e-03 -8.2513e-03 2.3240e-03 2.3240e-03 -3.6647e-04 4.3516e-03 4.3516e-03 4.2127e-03 4.2127e-03 4.6295e-03 6.0400e-04 -2.1675e-03 -2.1675e-03 -2.1675e-03 -2.1675e-03 -1.3365e-03 -1.3365e-03 -1.6187e-03 3.1205e-02 6.0400e-04 -7.8224e-04 -7.8224e-04 5.0464e-03 5.0464e-03 1.8803e-04 -2.4444e-03 -2.4444e-03 -2.4444e-03 -2.4444e-03 -7.8224e-04 -8.9239e-05 -2.4444e-03 -1.1266e-03 -1.8905e-03 -1.8905e-03 -8.2513e-03 -8.2513e-03 2.3240e-03 2.3240e-03 -2.1675e-03 6.5758e-03 6.5758e-03 4.3516e-03 4.3516e-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 10.4418928 10.1610628 9.9745438 10.5888972 10.8849234 8.5372114 8.1702421 7.2503297 9.0005080 8.8198211 9.4805331 10.4151164 12.7913493 11.5854704 8.6595853 9.2603939 5.9987912 11.6918136 9.6064739 9.6725632 11.7519706 10.5837539 11.0293797 10.1656599 7.5324736 10.0141667 6.8695087 10.2358524 14.2835769 10.5073408 10.1618300 8.4743703 4.4138310 12.9294161 11.5977124 5.0659040 6.8770031 10.8548759 NA 10.3499620 10.8002457 8.1518248 10.9494375 8.0192555 10.6497747 11.7047693 10.4860573 12.2682521 3.8081070 0.2845141 11.1221738 13.0879707 10.9365752 10.5312865 10.0327387 9.9084273 7.9591969 11.3089930 10.1610628 11.8417702 12.0568604 2.0919029 3.6768654 10.7693688 8.3799428 7.8695081 10.5888972 10.9427574 8.7316293 8.5085475 9.5012916 7.9710463 5.8391357 13.4348485 7.2961086 7.2560898 7.8695081 8.7843918 9.9996499 9.0005080 9.3519803 10.6870251 11.1043258 10.4718979 8.5860422 9.7713809 12.5592152 10.2668265 8.1732894 9.4805331 11.1253238 2.7439673 8.4974555 10.6232823 9.7045061 8.6154626 2.8695161 10.5097533 10.1055225 10.3027461 8.1974354 13.5171916 8.1974354 10.9387344 10.0618012 9.1471833 5.9987912 7.2572389 8.9832504 9.6064739 7.7023985 9.0532925 11.5070389 6.8237048 11.9843352 7.9953522 8.4240974 10.0781492 9.4939993 8.3586872 4.4544720 NA -0.7154859 NA 9.5121619 10.5837539 7.5324736 NA 6.8391345 9.0902898 9.1778473 7.9139025 8.1142686 11.1475706 2.8695161 11.4358796 5.3506351 10.0485881 3.0919029 10.2358524 11.7222979 9.3138331 10.6601284 10.5073408 4.2387410 10.1126824 10.9024724 10.4260145 8.7170879 9.9311046 6.5606706 2.6064659 13.9481596 10.0870622 11.6538706 10.8950725 11.3127973 10.3234649 9.6843578 10.1633631 10.2831363 10.7485811 NA 7.2445475 6.0124659 NA 1.2845734 7.1610623 9.6409979 11.0150160 11.5672463 10.2130642 0.2845141 10.1633631 10.9494375 8.0192555 8.6574110 12.8004920 9.6949972 9.6757895 8.3586872 11.1717665 10.2336430 9.7602793 9.5699481 4.9569720 8.0983269 0.8694766 13.2311780 10.3255204 12.3383021 10.5728352 12.2682521 10.2241251 11.2141742 10.1464082 10.2937797 11.5345482 9.0789617 10.4575983 9.2416479 11.2167606 0.2845141 9.9498819 11.1740498 8.8844587 11.8239471 6.7615752 8.4817627 8.9973997 1.8695161 11.2810193 11.6356894 9.3560082 2.9849903 9.7903575 8.5466406 10.0327387 NA 8.0560356 8.3398282 11.4836047 10.3357548 6.7274889 9.5000788 9.9489931 TCGA-XD-AAUG 66 0 NA 420 pancreas stage iv t3 n1 m1 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 1 white not hispanic or latino 424.26.0 1 2 NA NA 3 3 4 3 2 1 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.179021e-06 6.588645e-07 10.1460698 2.7563402 9.7209606 NA 8.1383066 16.0397087 6.6340748 4.0193639 7.8814860 7.6389738 10.5455385 5.8606674 11.0578271 11.1731242 11.2485847 9.7023599 7.9141830 9.4358111 11.4595424 5.3412920 10.7697931 2.2417487 9.5258383 8.5481449 10.1926261 7.2481838 4.7563295 11.3074624 NA 9.2513865 4.3885960 9.4636901 6.1348432 9.8202653 8.9362401 8.0818610 -0.5655452 8.7358992 0.4344548 5.2923842 9.2298256 15.7193715 8.4595423 5.9262557 10.2767531 10.2978148 12.5696311 15.3575910 9.1085950 1.0193461 7.0710279 7.5085982 14.7013357 8.1134604 9.9050617 0.4344548 10.0146614 2.0193817 7.4842517 9.3457949 9.1400352 -0.5655452 1.4344014 8.1103601 5.0491123 8.8856140 3.5218674 9.7255735 2.4344014 8.9342487 8.7105272 9.1537917 9.6291597 8.0417331 10.7759217 4.6043264 12.4379207 8.0417331 4.0782597 12.8252435 9.8659004 5.5004930 8.0675796 10.6074552 6.7563308 4.0193639 NA 9.1365754 9.5494464 8.6340752 8.4650700 9.5494464 8.1589166 14.0782027 11.3491617 10.1901249 10.0952901 11.7886522 10.3420447 8.1138828 9.1400352 4.1348452 11.1889772 10.2720308 9.5817476 NA 8.3078470 11.5939588 10.9436236 10.6073053 10.0518703 11.4640352 9.5481449 9.0890389 5.2417563 8.1244010 12.9927039 9.7011893 -0.5655452 7.0564546 6.7381842 12.1767123 10.4539935 13.3090961 8.9182186 6.1623228 9.9648091 3.7570553 7.3532659 10.6395974 10.3893261 11.6903166 6.1486474 9.4188214 9.3063080 3.2417639 5.2923842 11.1872016 4.4344014 3.1348452 11.2970402 12.7316057 1.4344014 9.3397899 7.5536032 9.7186486 6.1623228 8.4705763 9.5098821 11.4616177 9.2657100 9.9352448 1.0193461 6.0193661 9.5098821 8.5481449 9.9706501 NA 11.7725821 11.0723861 10.3871441 5.0193639 7.6632215 8.0193656 -0.03667400 -0.03667400 -0.03667400 0.00208050 0.00750000 0.00750000 0.00708260 -0.03517600 0.00402430 0.00819590 0.00819590 0.00819590 -0.09736300 0.00499690 0.00499690 0.00499690 0.00000000 -0.04251700 -0.04251700 -0.10289000 -0.04739500 -0.02259000 0.00416320 -0.01972600 -0.01972600 -0.03667400 -0.03667400 0.00208050 0.00750000 0.00708260 0.00708260 0.00036702 0.00972760 -0.03517600 -0.03517600 -0.03939400 0.00402430 0.00819590 -0.09736300 -0.09736300 -0.12477000 -0.12477000 -0.00055444 0.00499690 0.00499690 0.00499690 0.00499690 -0.00152430 -0.00493320 0.00000000 0.00026532 -0.04251700 -0.04251700 -0.10289000 -0.10289000 -0.04739500 -0.02259000 -0.04698900 -0.03708200 -0.03708200 -0.01972600 -0.01972600 -0.125 -0.125 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.125 -0.125 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 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 11.8099853 10.5630416 10.5520460 10.1665702 10.2009317 9.9101363 7.5942738 4.4787971 8.3885990 9.4828896 9.7081984 10.9779180 13.2170940 11.1195896 9.5790611 8.2736068 7.2288187 12.6864769 8.5790609 9.5636859 10.7742361 10.6205170 10.1537917 11.2529850 6.9262557 10.2108358 8.7919547 10.2456410 14.1256556 10.4869708 9.6740014 8.8958824 4.9579657 12.8252435 11.7526632 5.5004930 6.1209035 10.5803350 NA 11.1796570 11.4206004 9.0472714 11.2743939 8.1589166 10.2970402 9.9412063 10.3086157 12.6787667 5.3885994 -0.5655452 10.1648730 12.4132920 11.4299863 10.5515069 9.6763859 9.9716213 9.6985170 11.8061795 10.5630416 11.8342148 11.8999692 3.1348452 5.3412920 11.0578271 9.2223054 8.8224201 10.1665702 10.7358990 5.1068299 6.7198050 8.8181073 8.9985524 7.1278901 11.6906115 4.1045631 7.6389738 9.7529456 8.9985524 9.6426371 8.3885990 9.2923838 11.7911299 11.1125628 9.9832248 8.9793672 9.4245069 13.0672845 10.0268598 8.1138828 9.7081984 12.1094777 3.2417639 9.3519540 10.6976720 10.4280489 8.3412933 3.5218674 10.6043279 9.7831310 10.2633327 5.8094427 12.4986404 7.5688294 11.8374149 10.4266331 9.1417620 7.2288187 7.2667228 8.8094421 8.5790609 5.9889914 9.2525055 10.3465437 4.6823317 11.9725917 5.9735608 9.3063080 10.2561768 10.4876499 8.3322483 5.2911394 NA NA NA 9.2353027 10.6205170 6.9262557 -0.5655452 6.9579645 5.8267213 9.1842724 8.3769172 9.9030268 10.7140134 1.4344014 12.0125396 5.7381842 10.1834342 2.6043323 10.2456410 10.9091228 9.4102508 10.4123982 10.4869708 -0.5655452 9.3185733 11.0366377 10.8902438 8.0417331 9.8928095 4.5636829 4.5218674 13.7684666 10.7232689 12.1335414 11.5935488 10.3495352 10.0827605 11.4041491 10.3420447 10.2320643 11.3728797 NA 10.1520792 6.3047684 NA 0.4344548 6.8267201 10.0952901 11.4037894 13.2107639 10.6462911 3.5218674 11.7537927 11.2743939 8.1589166 8.7128523 12.5140543 9.9195276 8.9242508 7.6340748 11.7867222 11.2433670 9.4301700 9.7653198 7.1486484 8.1244010 4.8938330 12.9927039 9.8742337 12.2777350 10.7869981 12.6787667 10.4152564 11.3629212 7.3472918 10.6395974 11.1507936 9.8711144 10.0156034 9.1623233 9.6105761 -0.5655452 10.9691920 10.4379208 8.9282584 4.1892869 6.7742534 9.3231460 8.3218366 2.4344014 10.8711144 10.4607326 9.8094423 3.2417639 9.4774300 8.2320645 9.6763859 3.9579610 8.1138828 8.0417331 11.5507468 11.1050591 6.3885994 9.5726746 10.1959541 TCGA-XD-AAUH 57 0 NA 395 pancreas stage iib t3 n1 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r2 7 white not hispanic or latino 424.26.0 1 4 NA NA 3 3 4 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.109666e-06 4.161249e-07 10.18999945 -0.94175278 7.70919412 0.64311734 7.38007052 13.73575202 7.85904210 2.96502696 7.86227346 8.33659180 10.58317380 8.94383871 11.11545734 11.28401568 11.42528415 9.84522877 8.31788560 9.59147223 11.20280074 6.38007139 10.93158659 1.38006446 10.22556066 8.25289956 10.27306871 8.50315749 3.86549327 9.64498231 -0.94175278 9.69295351 4.64310579 9.08604836 4.81303208 10.15880481 9.30962482 8.42227716 -0.94175278 8.22053359 2.05814329 4.51757176 10.17955944 15.23199526 9.00796913 0.64311734 9.55699166 10.43752083 10.00212233 15.74699379 9.22931922 1.86548337 8.17448632 7.17490272 14.55979310 8.73056796 9.93235547 2.51757806 9.84604507 -0.94175278 5.18742730 8.96352961 9.05673281 1.86548337 3.22806444 8.19256900 5.18742730 8.68202404 NA 9.60020711 1.64311734 8.28455485 8.43968546 9.20661905 9.63368168 7.77581897 11.24642222 1.05810865 12.17562324 8.52574786 4.81303208 11.59923912 10.46965352 6.33426613 7.99460348 10.48283366 6.24796738 3.86549327 -0.94175278 9.28335001 9.45045989 9.56494590 8.28696106 9.09018813 8.29893365 14.13854366 11.39129784 10.08120379 9.94612464 11.57851563 10.87472620 8.25043534 12.95191801 4.51757176 11.50979662 10.06797114 9.46541029 -0.94175278 6.81302951 11.78988576 10.89295720 10.62027042 9.90441636 11.50986876 9.18999945 9.10526635 4.94078693 8.43100736 12.57630383 9.68110942 NA 4.89103027 7.42446446 12.11071053 10.51038372 12.97234073 8.68202404 7.09706189 10.52472877 3.91761316 7.52981782 10.70079896 9.88469102 11.14162182 8.59341802 9.17708362 9.48125837 4.91612309 5.46753382 11.31906201 4.58170675 3.22806444 10.92348913 12.93312383 0.05810865 9.52472877 7.32408601 10.01886851 5.50108559 8.37555515 9.27610021 11.25474461 9.26026635 10.06797114 1.38006446 6.41569445 9.54999562 7.95296018 10.30547663 NA 11.34470025 11.20471113 10.30488312 4.38007139 8.64310507 7.17188433 -0.04729800 0.05319700 0.05319700 0.00801810 0.00481930 0.00481930 -0.07217700 -0.03070900 0.00579230 0.00579230 0.00579230 0.00579230 -0.00045432 -0.00224690 -0.00224690 -0.00267070 0.00412460 -0.01454100 -0.01454100 -0.03044200 -0.02331900 -0.02331900 0.00315250 -0.00280910 -0.00749760 -0.07578200 -0.07578200 0.00568290 0.00481930 -0.07217700 -0.07362800 -0.07431400 0.00787890 -0.04206200 -0.04206200 -0.00916700 0.00579230 -0.00017711 -0.00045432 -0.00045432 0.00000000 0.00000000 0.00412460 -0.00224690 -0.00224690 -0.00267070 -0.00267070 -0.00017711 0.00732220 0.00412460 -0.00170130 -0.01454100 -0.01454100 -0.03044200 -0.03044200 -0.02331900 -0.02331900 -0.02105400 -0.01220100 -0.01220100 -0.00280910 -0.00749760 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.961648 10.377250 10.286961 10.552998 10.499012 9.830457 7.946886 6.238051 9.372159 9.563954 9.837041 10.726141 13.343039 11.034349 9.022483 8.824671 7.813030 12.191766 6.982955 9.499012 11.307137 10.692954 9.740259 10.850526 7.691138 10.197054 7.402438 10.192979 13.738062 10.146268 10.327269 8.272462 5.701998 11.599239 11.257201 6.102536 5.501086 10.663159 1.380064 10.477576 11.551748 8.448311 10.962401 8.334267 10.538933 11.506775 10.493813 12.464746 5.166667 NA 11.299828 13.038461 11.399661 10.679274 9.806335 9.895770 8.724792 11.7360823 10.3772500 11.8673077 12.1389600 3.3060726 5.2078889 11.1154573 9.0268092 8.4969344 10.5529980 10.6308427 7.8460451 8.7551099 8.3389133 9.0763426 6.2180139 12.7240335 5.1334608 7.5934180 9.7516294 8.4266489 10.1052595 9.3721592 8.9315867 11.0714652 10.8759256 10.2857585 8.0524958 9.6765280 12.8356033 10.0432729 8.0123390 9.8370410 11.5371648 2.0581433 8.6776837 10.7230342 10.5041919 8.6929537 2.6430942 10.7442053 9.9446012 10.1045845 6.3527638 12.7808433 7.9315867 11.1342900 10.3851336 9.2748883 7.8130302 6.9768860 6.2578140 6.9829548 6.1561741 8.5935151 10.8080119 5.9036336 11.2938576 7.7516297 9.0325571 10.1757856 10.0347065 8.2965473 5.9650339 2.0581433 0.6431173 -0.9417528 9.1887130 10.6929535 7.6911377 NA 6.7376232 8.0777333 10.1951336 8.0832820 8.9590094 10.9484067 -0.9417528 11.8423683 7.0123385 9.4611544 2.8655032 10.1929795 10.6687060 9.4558171 10.5649459 10.1462681 1.6431173 10.4885950 10.6902289 10.9141789 8.5257479 9.5328624 4.9888801 5.6580543 13.6717593 10.5594821 11.2461131 11.4949555 10.9234891 10.2893636 10.2688138 10.5792521 10.3607814 11.1555163 NA 8.3823231 5.7585830 1.3800645 NA 3.5817007 9.9461246 11.3178858 11.9960588 10.3607814 1.6431173 11.0210385 10.9624007 8.3342670 8.6317897 12.5528731 9.7655275 9.4833583 6.9346592 11.5231986 11.1446104 9.3619232 9.9732749 5.7723872 8.4310074 3.1456122 12.5763038 9.8549933 12.3968789 10.7826563 12.4647461 10.5494946 10.7775313 6.7305680 10.7007990 10.9736484 9.1796760 9.9529602 9.1215377 10.7415758 1.3800645 9.9881406 10.2718542 9.0567328 8.2430178 4.2280644 8.9903573 8.4518120 1.6431173 11.1499084 10.4236666 9.3890593 3.9650362 9.5114131 8.4366108 9.8063353 1.0581086 7.7305680 8.1188383 11.5021220 11.0822433 7.1718843 9.7715289 10.0672713 TCGA-XD-AAUI 50 1 366 202 pancreas stage iib t3 n1 mx 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA 1979 r1 10 white not hispanic or latino 424.26.0 2 4 NA NA 3 1 3 3 2 3 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 4 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.803208e-06 4.50802e-07 9.91931192 6.16626755 5.25314594 0.98637453 6.85672431 13.94599885 7.29924191 1.30830262 7.27637755 7.97504373 10.06784251 4.30828806 10.82988761 11.65190154 11.05009120 9.35595646 8.88269134 10.16875346 11.18909512 5.86900276 11.48096470 2.68679184 11.16657907 8.05513762 10.82635018 5.98635860 5.61571644 11.55834867 -1.01362547 8.99898356 4.96364058 9.19337332 3.57132489 9.40737187 8.55811186 8.20794603 NA 8.10530041 -0.01362547 4.96364058 9.23428671 15.18553297 8.56378810 7.85054504 10.00733905 10.63021524 10.50353638 14.84747024 9.13101733 NA 5.09488210 8.36254967 14.59400727 8.50943101 9.52454798 1.57133703 10.84122750 NA 8.31053962 8.52551807 8.62660413 4.19581215 2.44577966 7.70745853 3.74125124 8.37437616 5.21517768 10.36302714 -0.01362547 11.47771117 8.59183871 8.60841082 8.77752196 8.55431525 11.96703424 6.34391055 11.87186482 8.68679884 5.37867808 13.78320989 9.69026273 6.74790965 7.87814290 10.38563703 6.83810844 3.30828806 NA 9.16999438 9.69802604 8.46815848 8.19093037 9.28212793 6.29924283 14.38062080 10.28785526 10.03756809 9.71937445 11.37518364 10.09553680 7.97220095 6.14622957 5.57132186 10.98602447 9.96792639 9.65091298 -0.01362547 12.14843565 12.04806780 10.48420592 10.06449650 10.81647811 11.16813254 8.68853183 8.68853183 5.64457159 8.34171006 12.74583121 9.72529570 NA 4.30828806 6.97504430 12.14559973 10.61480461 13.20022274 8.25548563 5.15628335 9.43653937 6.97805144 7.70060479 10.17309232 10.05782146 11.43059755 7.46613929 9.89249804 9.97858935 6.58627235 4.37867808 11.75991044 7.04164163 3.98635632 11.00594982 12.31517425 0.57133703 10.02664876 7.41262404 10.19520313 5.36139992 8.21997872 9.67635698 11.53926832 9.21637944 10.20067820 0.98637453 7.24845419 9.17618362 7.12591038 10.39628035 -0.51787454 10.85440995 11.60772418 10.42670924 4.47821468 8.96363913 5.80653802 0.0155870 0.0155870 0.0155870 0.0668020 0.0726840 0.0726840 0.0372170 -0.0475040 0.0745520 0.2816900 -0.0458410 2.2969000 -0.1214800 0.0000000 0.0000000 0.0000000 -0.1345800 -0.1901100 0.4329400 -0.1348400 -0.0400730 1.1076000 0.0241270 -0.0154300 -0.0206870 -0.0280720 0.0155870 0.0669450 0.0726840 -0.0137730 -0.1414700 -0.1414700 -0.1139500 -0.0475040 -0.0475040 -0.0357210 0.0630800 1.5532000 -0.3395400 -0.0521260 -0.0888460 -0.0869160 0.0066653 0.0000000 0.0000000 0.0000000 0.0000000 0.0216030 0.0546600 -0.1345800 0.2071200 -0.1901100 -0.1879800 -0.1348400 -0.1348400 -0.0400730 -0.1577100 -0.0332690 0.0118180 -0.2578100 -0.0154300 -0.0129890 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 -0.135 0.000 0.000 -0.190 0.000 -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 -0.128 -0.114 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 -0.211 0.000 0.000 0.000 0.000 0.000 -0.147 -0.147 0.000 0.000 0.000 0.000 -0.135 0.000 0.000 -0.190 0.000 -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 -0.128 -0.114 -0.114 0.000 0.000 0.000 0.000 0.000 0.000 -0.211 0.000 0.000 0.000 10.158161 10.937279 10.197639 11.402629 10.539988 9.120785 8.793714 6.540948 9.304902 9.649917 9.683327 10.272339 12.975931 12.491426 8.922997 8.408424 5.525518 11.221177 9.718527 9.898500 12.624553 11.865559 10.376528 9.989877 7.872056 10.019782 8.158786 10.441794 13.386371 10.057821 9.741247 8.250801 3.686803 13.783210 11.543344 3.571325 7.156284 11.341159 NA 9.842006 10.816082 8.558112 11.318955 7.940556 10.589985 10.205528 11.006297 12.697596 5.727825 1.793729 11.360040 13.366753 11.395962 10.321861 10.713854 10.055137 9.565967 10.88647112 10.93727943 11.97273447 12.11757301 2.15629953 3.37867808 10.82988761 8.92740672 8.53518088 11.40262882 10.88193437 6.87510180 7.47017484 8.90522242 8.36573759 6.82556305 12.26828911 7.70749235 7.63381770 8.12846612 8.70745818 10.80733576 9.30490183 9.41994459 10.10335273 11.18234637 9.98987697 8.30828715 8.63920394 12.64009987 9.81608190 7.86287598 9.68332661 10.93837225 0.98637453 10.66242636 11.30065909 10.16502392 9.14875035 1.57133703 10.64590913 10.10205299 10.21457655 8.17865191 14.17664677 7.95502562 11.82831649 10.23843316 8.61206788 5.52551768 7.86281462 8.15126623 9.71852654 6.01978196 9.35001207 10.18664466 7.90223823 12.20764411 6.24374714 8.91265495 10.47871300 9.77670756 8.40842401 9.10270300 4.71427849 NA 0.57133703 9.95646503 11.86555942 7.87205550 -0.01362547 6.85054567 7.41262404 8.76607831 8.31727603 8.04705518 10.60795313 2.68679184 12.10740688 5.11564090 9.83341638 1.30830262 10.44179417 11.03075320 9.08702148 10.72233811 10.05782146 1.57133703 11.75929218 10.55288885 11.57718002 8.68679884 9.59368934 6.10530093 4.37867808 13.75707460 9.90820000 10.98318559 11.26035863 10.76976662 9.61935432 7.68332661 10.65435767 10.00386347 11.00247089 NA 7.67984601 5.41262235 NA NA 5.39574833 9.71937445 10.74124660 10.76543819 10.46361142 1.79372945 10.24904126 11.31895517 7.94055557 9.02527801 12.49638145 9.69453776 8.85518150 8.05244850 11.29640378 11.03314208 9.34060855 9.89700182 6.11564298 8.34171006 4.68679744 12.74583121 10.35486556 12.69101926 10.63516605 12.69759585 9.83966865 11.15095183 8.40842401 10.17309232 11.50599535 9.03756809 10.03552700 8.93033906 10.15126598 -1.01362547 10.24962832 10.69285512 9.82083010 8.67110757 5.07382023 8.80653802 8.93663794 3.15628335 11.14117718 10.75058381 9.33950599 1.79372945 10.09161284 8.40846604 10.71385413 NA 7.85980311 7.85980311 11.78462838 10.47620709 6.25314594 8.58998552 9.99338637 TCGA-XD-AAUL 56 0 NA 405 pancreas stage iia t3 n0 mx 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes 30 1984 r0 0 white not hispanic or latino 410.27.0 2 3 5 5 1 1 1 1 1 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1.837885e-06 8.322498e-07 9.7254849 0.7339617 4.8214245 -1.2660383 8.1241322 15.0074491 6.8372507 0.3189242 7.1602274 7.8450986 9.7472858 3.5413166 11.1667660 11.3031565 10.7929695 9.5324348 8.6166062 9.6990258 12.4674022 4.6408523 11.2048762 NA 11.4136631 8.2015687 9.9287200 3.8214245 5.7892467 11.7231802 -1.2660383 9.8875151 2.9038867 9.3532662 3.2575236 9.3733039 8.3245501 8.0536354 0.3189242 8.4447693 0.7339617 5.5919427 9.2826599 15.3997848 8.5652704 8.3975211 9.5810205 10.5136825 11.7699650 14.6118463 8.8567912 -1.2660383 3.1933933 8.2370134 14.3590726 7.2692389 9.8273807 1.5413166 10.1591790 NA 8.8925729 8.5872727 8.4550625 -1.2660383 4.2258148 7.2808580 3.4344014 8.5810205 0.3189242 10.4737437 -0.2660383 9.5429272 8.9948826 8.7783571 9.0915150 8.7549429 12.2651008 4.7112416 12.2698459 8.5950501 5.4204622 14.3929555 9.8200993 3.7783558 8.7144025 10.3315502 3.7783558 3.4888492 0.7339617 9.3245501 9.4720553 6.9434162 8.0285841 9.4361358 5.7339644 13.8712345 9.8253985 10.4235244 9.8938345 11.6000829 10.6253671 8.4430467 5.4618821 4.4618821 10.6552760 10.0445759 9.7071080 NA 11.0997387 11.8886230 10.7243082 9.9383570 11.0054262 10.7759645 9.1633699 8.3796214 4.4344014 10.0153136 12.3229119 10.3004929 -1.2660383 3.7339617 6.5731670 12.0689347 10.9531316 12.8966691 7.7563308 6.8632459 9.4300613 6.7337936 7.3523489 10.1765179 10.7364265 12.1013779 6.3705880 9.7926314 9.2663190 3.5413166 2.3189242 11.4661305 1.0558898 3.1933933 9.5581264 12.6089444 2.0558898 9.5243115 7.1727545 9.6595175 5.8632472 8.8161123 9.3569301 11.3614970 9.3028692 9.8843450 4.1602264 6.9038879 9.0882124 7.7169566 10.5489460 NA 11.2496629 11.7599678 10.6546881 4.1262791 8.2923838 5.8424886 0.00255320 0.00255320 0.00255320 0.00213680 0.00394180 -0.00063680 0.00144310 -0.00174520 0.53615000 -0.03212200 -0.03212200 -0.03212200 -0.30070000 0.00019489 0.00019489 0.00019489 0.00477530 -0.35186000 -0.00382170 -0.35107000 -0.00632060 0.00491430 0.00727820 -0.03882700 -0.03882700 0.00255320 0.00255320 -0.00081602 0.00394180 0.00144310 0.00602640 -0.00354500 -0.35426000 -0.00174520 -0.00174520 -0.00174520 -0.36109000 -0.03212200 -0.70456000 -0.30070000 0.34460000 -0.00174520 0.00199810 0.00019489 0.00019489 0.00019489 0.00019489 0.01327000 -0.34900000 0.00477530 0.01106300 -0.35186000 -0.00382170 0.00950560 -0.35107000 -0.00632060 -0.34659000 -0.00948660 -0.35140000 -0.35140000 -0.03882700 -0.03882700 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.348 0.000 0.000 -0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 -0.292 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.348 0.000 0.000 -0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.351 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.292 -0.292 0.000 0.000 9.498835 10.626885 10.339906 10.588052 10.192882 9.315164 8.657291 6.037745 9.145474 9.460181 9.678675 10.522274 13.037958 12.866864 8.736778 7.908889 3.126279 11.440243 9.063759 9.661741 12.392800 11.261929 10.937311 11.072978 8.420463 10.201059 8.747983 10.618355 13.334921 10.142824 9.124132 8.451640 3.943415 14.392956 12.123057 2.733962 4.943415 10.497590 NA 9.874793 10.907016 8.988992 11.782450 7.276995 10.305242 9.262417 10.531219 12.536681 3.943415 NA 10.434836 12.940901 11.332386 10.958474 10.546542 10.054200 9.155555 11.0303058 10.6268853 12.1006951 12.9106817 -1.2660383 2.5413166 11.1667660 9.1758699 8.4499249 10.5880522 10.9473712 4.7563295 6.2096970 8.5810205 9.0626379 8.6393501 11.9412825 7.3677939 7.6348299 7.9771374 9.1779427 10.1235891 9.1454742 8.6997473 10.2358003 10.6517081 10.1491767 8.3796214 8.0077589 13.1553705 9.5251259 8.2672928 9.6786751 10.8101106 -1.2660383 8.5159947 10.8763893 10.5537430 8.8000521 1.7339617 10.6816000 9.9960579 10.7601407 6.9771368 15.0309868 7.5445348 12.6935123 10.3614970 8.4326676 3.1262791 7.6448758 9.0434394 9.0637593 5.6647018 9.1852360 9.8398716 5.3486715 11.8022376 7.7141026 9.5620997 10.3264202 9.9213152 8.0147341 6.7283165 NA NA -1.2660383 9.7728821 11.2619288 8.4204635 -1.2660383 6.8529040 5.1433526 8.3394425 7.8529040 8.6058684 9.9931178 0.3189242 12.1555020 2.1933933 9.6617411 1.0558898 10.6183549 11.4037340 8.9151154 10.4055042 10.1428235 -1.2660383 11.9199226 10.8830751 11.5814120 8.5950501 9.6453551 4.9434150 3.4344014 13.1303003 9.8464026 11.3436036 11.1416903 11.4676140 9.5911666 6.7892454 10.8107787 9.7858518 10.8606676 -1.2660383 5.8214271 5.9138731 NA NA 6.8988698 9.8938345 11.1035605 11.3963956 10.4421848 -0.2660383 10.2177789 11.7824500 7.2769953 8.0536354 12.2779616 10.0434395 8.4618838 7.5251261 11.2486771 11.1367088 10.0570179 9.8273807 5.8319963 10.0153136 0.7339617 12.3229119 10.1486483 11.8606676 10.7646302 12.5366814 9.8957249 11.5192112 9.1933948 10.1765179 11.8112796 9.2942959 10.4156408 9.4533519 9.6513352 NA 10.6116307 10.9104479 10.1727550 1.5413166 0.6175806 8.9250224 8.0783254 NA 10.2740911 10.8527063 9.4482086 -0.2660383 9.5715911 8.4207611 10.5465416 3.8214245 7.5825861 7.4921865 11.5356715 10.8814861 5.9723687 8.2653445 10.0400249 TCGA-YB-A89D 59 0 NA 350 pancreas stage iib t3 n1 mx 26-3-2015 male 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 4 white not hispanic or latino 369.34.0 1 3 1 3 3 2 4 1 3 1 0 0 0 0 0 0 0 0 0 5 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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 2 0 0 0 0 0 0 4 2 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 5 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.415259e-06 2.25401e-06 9.53234287 1.36143150 5.65419778 -0.96044044 7.17391494 15.52449994 6.71896844 2.49891461 7.61691710 7.73645605 10.35859582 4.73992909 10.71456322 11.42085548 11.03878370 9.44143451 8.67792432 9.60363784 11.99912806 4.49892099 11.23854709 0.62442848 10.63847130 8.80270053 9.71544538 10.19304036 1.84683427 10.96170102 -0.96044044 9.09205623 5.76740850 9.28504104 5.75373288 9.14277616 8.69769981 7.85326963 1.62442848 8.19177335 0.03941918 4.89746795 9.52924586 15.55677321 8.43609311 7.85966709 9.44143451 10.43341498 11.57354793 15.05929617 8.70126626 1.03948937 5.60934424 7.29734735 14.68272444 7.82084781 9.49789494 2.49891461 10.73253954 1.03948937 10.10423102 8.56500913 8.83227864 2.62445187 2.36140343 8.01676818 4.28741319 8.64311481 1.84683427 10.45734076 -0.96044044 7.18414637 8.98493221 8.82902183 9.77250362 8.49069928 12.22869512 9.25623417 12.09426217 8.76740883 4.68334275 14.25456620 10.13224548 7.01103153 7.35237100 10.17070224 10.23362950 2.36140343 -0.96044044 9.20565129 9.45523001 8.02817295 8.31095126 9.84764809 6.12695015 14.27348237 10.71014450 11.03313436 9.97539002 12.05123967 9.67973325 8.45523022 6.02817351 4.49892099 10.70599638 10.18987026 9.60195014 NA 10.53983230 11.58686483 10.93854303 10.25078646 10.91062347 10.95349959 9.17391469 8.39483950 5.51522044 8.88967522 12.53159183 9.59695191 NA 4.16877038 6.71896844 12.23178111 11.02497452 13.44801706 8.18923550 5.03948937 9.25015959 5.17083041 6.98785518 10.23174415 10.54579592 11.22281349 6.56304980 9.93733380 9.16360968 3.43181014 4.03948937 11.78935770 3.03948937 3.03948937 11.09273541 12.17263049 1.03948937 9.50913010 7.10600800 9.30040793 5.85966647 7.74684750 9.41994944 11.60815699 9.37264374 10.06946561 0.62442848 6.33410878 9.03807864 7.88497820 10.82820663 NA 11.27699703 11.46758670 10.17583868 4.24894463 7.66154012 7.52330397 0.0000000 0.0000000 0.0000000 0.1538200 -0.0439520 -0.0193140 0.1500900 -0.2040600 0.1697100 0.1620500 0.1620500 0.1620500 -0.0513160 -0.0013858 -0.0013858 -0.0013858 -0.0143660 -0.0426520 -0.0426520 -0.0260300 0.1621900 0.1621900 0.1913200 0.0526680 0.0526680 -0.0036943 0.0000000 0.1538200 -0.0439520 0.1500900 0.1500900 0.1631000 -0.0401220 -0.2040600 -0.2040600 -0.2050700 0.1697100 0.1524900 -0.0513160 -0.0513160 -0.0091286 -0.0091286 -0.0098185 -0.0013858 -0.0013858 -0.0013858 -0.0259760 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2.739934 10.400884 NA 10.755021 10.678829 8.595994 11.795419 7.787681 10.038079 10.434487 10.380451 12.612780 5.361417 NA 11.620689 12.845534 11.127266 10.530805 9.850060 10.158429 9.304857 11.0528110 11.0711895 11.9905908 12.5880694 2.7399345 3.8468443 10.7145632 9.0576885 8.6244508 10.7334108 10.3138664 5.2874169 7.2440593 8.8126275 8.8322786 7.0394883 12.1566444 6.5483133 7.1790392 8.6523567 8.8076727 10.0408965 8.8387700 8.8387700 10.5532159 10.7485721 10.2471128 8.5009677 8.7725036 13.0628961 9.9805359 8.3318100 10.0940926 11.2841494 0.6244285 9.2838521 10.8436193 10.0687755 9.0167682 1.6244285 11.1639328 9.9297525 10.3369778 7.1993592 14.1322867 7.4275056 12.6031612 10.3150309 8.5825203 7.0507161 7.3298295 9.7381929 8.9994902 7.1790392 9.3709428 10.0189134 8.3659178 11.2025089 6.4989194 9.7640021 10.2610754 10.0287196 8.4253506 6.7399277 6.0052720 NA NA 9.4275056 11.5544488 7.9878558 NA 6.7468475 6.6833442 9.7901953 7.7843221 8.2169078 10.8097392 5.0167682 12.3297952 6.2391612 9.5081123 1.0394894 10.4332970 11.4161564 8.8516657 10.4194081 9.8492564 NA 11.5060746 10.6155002 10.7737745 8.7674088 9.4583949 4.6244519 5.2683071 13.2464263 10.3743202 10.5916771 11.5851140 11.1414640 9.5522287 9.5969519 10.8861540 10.0430062 10.8339041 1.0394894 8.4145275 5.3793368 NA -0.9604404 8.0784070 9.9753900 10.9620727 11.5937222 10.3062749 0.6244285 10.1886002 11.7954190 7.7876812 8.8468434 12.8341072 10.2385471 10.4047171 7.9036746 11.2471127 11.0292376 9.6724835 10.2640930 6.9702256 8.8896752 3.6833484 12.5315918 10.0687755 12.1282765 10.4204904 12.6127804 9.9373338 11.5866238 8.5825203 10.2317442 11.5578956 9.1854203 10.4860546 9.1713452 10.4839856 NA 10.9399778 10.8306512 10.0416000 1.8468343 1.0394894 9.0366679 9.0380646 3.0394894 11.2240537 11.0338842 9.3179378 1.0394894 9.2218826 8.4524604 9.8500599 1.8468343 7.4657533 7.7083735 11.4925017 10.7618689 6.1584299 9.5502525 9.8951355 TCGA-YH-A8SY 73 0 NA 388 pancreas stage iii t3 n1 mx 26-3-2015 female 2011 yes NA yes NA 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2.3942397 9.5597077 7.7941728 8.1491298 1.2242873 8.2186708 -0.7757127 4.5097212 7.4483187 15.1492689 8.1697612 8.2714411 9.3197143 10.7827380 11.9670478 14.9532210 8.3302258 NA 0.8092498 8.6567967 13.8269582 7.5372005 9.0992986 3.9247555 11.1904622 NA 7.2299416 8.6610288 8.2577405 3.3117792 2.5462401 6.8753685 1.8092910 8.5597075 6.3841880 10.7136635 2.2243182 8.4239895 8.8896533 8.0977614 9.4911039 8.1958609 11.3539223 11.5541136 12.2663186 8.1550545 5.4722441 13.2906588 10.2313446 5.2904060 7.5131836 10.1008342 10.2023127 2.3942397 NA 9.2299419 9.6453302 6.4911043 7.7321118 9.1843192 4.0823024 14.1864451 9.9445616 11.1428079 9.6058602 11.6211896 9.6806718 7.8055182 2.5462401 5.5993565 10.9214760 9.4495246 9.8359140 NA 9.5630536 12.3794517 10.0758945 10.4061901 10.0869546 10.9143152 8.9264899 8.5417301 5.4337707 8.2466850 12.5576124 10.1357093 -0.7757127 3.9247555 6.2015966 12.1478305 10.7211711 13.1791497 7.7040973 NA 9.4459044 7.0108481 7.0760663 9.7468989 10.2944382 10.3387103 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10.3205515 10.1879360 9.9941551 8.4638443 11.4869994 10.3696126 12.6864361 11.8929807 0.2242873 -0.7757127 10.6458562 8.8092797 8.1697612 10.7745831 10.6975156 5.0822981 6.5730457 8.6400591 8.7380450 6.3638684 10.9804566 8.1053701 6.6080212 4.4722473 9.0444963 10.6734660 9.2508408 8.5774640 10.7629912 10.9462709 10.1206498 8.2604910 10.1364581 12.8813007 10.2680281 8.2015971 9.7673491 10.9208502 0.8092498 8.6382415 10.7731392 9.9792048 8.7692818 0.8092498 10.5663919 10.0356919 10.8055179 8.0791855 13.5051605 7.0508662 13.1404767 10.1697612 8.5280981 2.0316775 7.1830438 8.4091928 9.4639159 4.3942397 9.3620769 10.1008342 5.5641678 12.3375711 6.1431811 8.5906394 10.5039279 10.0306575 7.9302264 7.1843190 6.0572076 0.2242873 2.2243182 9.6337082 11.4477157 8.0348892 NA 6.0187321 5.2904060 9.3367567 8.8645622 8.1008342 9.1958609 7.4864119 11.1785136 1.8092910 9.6775879 -0.7757127 10.4042699 11.0028052 8.8753691 10.3091257 10.0721577 0.2242873 11.0235989 11.0044469 10.8214387 8.1550545 9.4215341 4.2687113 5.5280993 13.1464371 9.2214967 10.3269492 11.0452940 11.6568592 9.4104316 8.2604910 10.8158397 9.9064341 10.7311208 0.8092498 9.2755263 4.2687113 -0.7757127 NA 8.1520952 9.6058602 10.6177078 11.4423961 9.6547699 NA 9.9657843 12.2082016 7.4957807 8.6672609 12.8251594 10.0171077 10.8408661 8.7654141 11.0162941 10.6791306 9.3942423 9.5360655 5.3740657 8.2466850 2.9247650 12.5576124 10.1107760 11.9723004 10.0915960 12.6716589 9.4934440 11.6323816 4.6505808 9.7468989 11.4036044 10.2130020 9.9116929 9.2646070 8.9230220 -0.7757127 10.9454165 11.1890192 10.2930956 0.2242873 0.2242873 9.1580080 9.0861020 3.1312108 10.1668318 11.4675954 9.0931400 1.8092910 9.3038020 8.1987318 10.1879360 NA 7.2957800 7.3791357 11.6605083 9.9368443 6.3011322 8.4746157 10.6069413 TCGA-YY-A8LH 61 0 NA 2016 pancreas stage iib t3 n1 mx 26-3-2015 female 2009 yes pancreas-adenocarcinoma ductal type yes 46 1963 r0 2 white not hispanic or latino 369.34.0 2 1 1 1 1 2 1 1 1 1 0 0 0 0 0 2 0 0 0 5 0 0 0 0 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8.6000980 8.7553763 8.8942175 11.5591516 6.0085631 14.2902549 8.5209109 NA 3.1406642 7.9472997 13.4602822 7.8768386 8.6033734 3.6260886 10.9707063 NA 8.5415458 8.5702823 7.6452866 4.5466599 -0.1813130 7.0761261 2.1406805 8.4499154 0.8187688 10.8060024 -0.1813130 6.7612534 8.4407903 6.9167704 6.8355464 8.3481691 12.7948550 4.7494753 11.7239373 8.3828877 4.7256267 15.3087290 10.1790369 5.1585875 8.1619240 9.9121560 4.8411076 3.1406642 -0.1813130 9.5312655 9.6188294 6.5191786 8.3520682 9.3714075 3.2110589 14.4924891 10.0226981 12.1213773 9.3035614 12.1034179 10.7692943 8.2344802 8.3285134 5.5191770 10.9138585 9.9595682 9.2046007 NA 10.6891031 12.5141842 10.2982812 10.4022867 11.1577533 11.3576548 8.9128160 8.0784817 6.5052383 9.8774067 12.6253887 9.8733428 -1.1811494 1.8187279 7.4371237 11.7019544 11.8860047 12.9176752 5.7256294 3.4037040 9.0631022 6.5563574 6.9786098 10.2575302 9.1883356 10.3309851 6.2450031 9.6813758 9.5593624 6.9220265 -0.1813130 12.3769199 5.9480214 2.7256321 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0.000 -0.433 0.076 0.119 0.119 -0.151 -0.603 0.000 0.000 -0.345 -0.345 0.000 0.000 0.000 0.000 -0.598 -0.598 0.897 0.000 0.000 0.000 -0.423 -0.423 -0.160 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.586 -0.586 0.000 0.000 0.000 0.000 -0.433 0.076 0.119 0.119 -0.151 -0.603 0.000 0.000 -0.345 -0.345 0.000 0.000 0.000 0.000 -0.598 -0.598 0.897 0.000 0.000 0.000 -0.423 -0.423 -0.160 0.000 9.158588 10.730130 9.961484 11.193235 10.071404 9.419581 8.955730 5.948021 9.880110 10.201362 9.836243 10.054753 12.866118 13.155384 8.745034 6.566931 4.403704 8.872664 9.538127 9.573626 12.940970 11.362254 10.742066 10.377637 8.238699 10.261164 7.613154 10.671042 13.213603 10.271494 10.107028 6.388594 3.211059 15.308729 10.129351 3.772931 2.278163 10.646478 NA 9.981759 10.717718 7.543252 12.121520 7.924647 10.714314 7.821553 11.015033 12.436435 3.342299 -0.181313 11.240803 13.576753 11.418052 10.272827 10.413530 10.105874 8.197684 10.3608030 10.7301304 12.3245500 12.5483591 -1.1811494 0.8187688 10.2899056 9.0208622 8.4517337 11.1932345 10.2797062 6.0184116 7.7758407 9.0097976 8.8699473 6.2281299 11.6403131 7.5935256 7.3694848 7.6547885 8.6798252 10.7605123 9.8801095 9.3933319 11.5015136 11.1787624 10.5304054 8.0571432 6.2616812 12.1307704 10.0577401 8.1361509 9.8362428 9.2460513 -0.1813130 9.9856484 10.6786614 9.8767301 8.8576573 2.2781632 10.7794644 10.1361510 10.6163999 7.7988781 14.0928981 6.8576576 12.9390573 10.2355360 8.4715834 4.4037040 7.0720190 10.4999768 9.5381272 6.2616812 9.6940423 8.6357221 8.2344802 11.3452376 6.8848274 9.1619242 10.2663382 9.0159550 8.6070980 8.5432523 6.1133588 -1.1811494 5.4186521 9.5761285 11.3622536 8.2386985 NA 6.8074232 4.6260945 6.9220265 7.9760852 7.9324805 11.1975751 NA 12.1399619 3.1406642 10.0336646 -1.1811494 10.6710417 11.6929513 8.3265329 10.6220623 10.2714944 0.4037040 11.3130940 10.5487839 10.6771080 8.3828877 8.9722903 7.5052391 4.7013827 13.7651421 9.6806007 10.4426199 11.3605151 11.7023363 8.2429045 5.1225195 11.4309158 9.7331235 11.0778931 -1.1811494 4.1406642 4.1406642 NA 3.2110589 7.6642282 9.3035614 11.0825944 8.9423166 9.7383467 0.8187688 10.2832841 12.1215201 7.9246469 8.4643967 12.8462989 10.5885763 8.1338882 9.6204468 10.7472568 11.0275824 9.9892895 10.0505595 5.1762909 9.8774067 2.5191896 12.6253887 10.0619124 12.0517588 10.1729877 12.4364354 8.8576573 11.0472565 9.7612529 10.2575302 12.0721427 6.2281299 10.5996882 8.8753762 10.2694341 -1.1811494 10.2206845 11.3902540 10.6763307 1.8187279 2.7275502 8.8088423 9.9217508 6.1850598 9.4242179 11.8560897 9.0784817 -1.1811494 8.7874050 8.8730171 10.4135296 -1.1811494 7.2616822 7.5191778 11.8060024 10.7524291 5.8740198 7.3344387 10.2350081 TCGA-Z5-AAPL 74 0 NA 21 pancreas stage iia t3 n0 m0 26-3-2015 female 2013 yes pancreas-adenocarcinoma ductal type yes NA NA r0 0 white not hispanic or latino 424.26.0 1 4 NA NA 1 2 3 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 2 4 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 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NA -0.8114725 8.0274493 13.3650138 8.5526637 10.5673657 0.1885275 10.2032469 NA 6.3979826 9.4773950 9.1514251 NA 2.7734900 8.6147938 5.4923083 8.6459098 2.3584525 10.2759918 2.3584525 8.4149410 8.5743914 10.7194230 8.2301881 7.8323850 9.5743914 2.7734900 11.9232386 9.3918770 6.7120909 12.0435921 9.2759918 6.9096279 9.1092987 11.8256066 7.6602042 5.9567142 -0.8114725 9.4888815 9.7772436 8.4854453 8.7450349 9.3534360 2.7734900 15.0583638 9.3165232 11.2990123 10.3235969 10.8458474 11.1047817 7.7392757 10.9837569 5.7120922 11.5554030 10.3009685 9.4435575 0.7734900 9.8269649 12.0402780 12.0163262 10.8615951 9.9206964 12.1348870 8.9130429 9.3979824 5.0954181 8.0742255 13.3146688 9.5261508 NA 4.0954181 8.2680137 11.9213324 10.8337370 12.9819291 8.4269335 7.9062052 10.4721961 6.8564205 7.5894085 10.3004014 7.5194460 9.3845163 11.3329259 9.4352696 10.4710383 6.0214198 NA 11.4544370 5.6963249 4.6147923 9.9550579 12.4868780 1.5104556 9.0558076 7.0968617 10.4523850 2.3584525 7.1658085 8.9367218 11.6471919 8.8269650 9.9666061 2.5104556 7.5722333 9.9886199 8.1251670 10.8314832 1.4959509 11.1874719 11.8622797 10.7574351 6.0340198 8.3832857 5.7884430 -0.00727030 -0.00727030 -0.00727030 -0.00290910 -0.04812600 -0.00387790 -0.00581400 0.00458000 0.00319100 0.00555290 0.00555290 0.00555290 -0.04251700 0.00583090 0.00583090 -0.01295400 0.00718940 -0.01009400 -0.01009400 -0.04874800 0.00194180 0.00194180 0.00903120 -0.00443120 -0.00443120 -0.00727030 -0.00727030 -0.00290910 -0.04685400 -0.00581400 -0.00581400 -0.01457700 0.00304770 0.00458000 0.00458000 0.00458000 0.00152550 0.00555290 -0.04251700 -0.04251700 0.00110930 0.00110930 0.00624810 0.00583090 0.00583090 -0.01295400 0.00569190 0.00000000 0.00388540 0.00718940 -0.00747200 -0.01009400 -0.01009400 -0.04874800 -0.04874800 -0.01656700 0.00194180 0.00055459 -0.03080800 -0.03080800 -0.00443120 -0.00443120 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 9.990237 10.096922 10.164377 10.848525 10.849416 8.464654 8.414941 8.438827 10.444148 9.834187 10.446506 10.873278 13.321751 10.928731 8.368438 9.304873 2.510456 10.943834 7.979692 10.001508 12.047029 10.185708 10.676369 9.466978 9.226076 11.073081 8.283926 10.566661 13.663186 10.458824 11.190641 8.122220 3.188528 12.043592 11.338276 3.832384 5.832386 10.402848 2.188528 9.329359 10.804618 8.764068 11.299338 8.539468 10.436456 13.904813 10.158635 13.566282 1.188528 1.995882 11.320064 13.555329 11.976933 11.283181 10.751725 10.518325 7.957970 11.0206278 10.0969216 11.5433293 11.7184475 1.5104556 3.0954181 11.7937770 9.5548513 8.9550579 10.8485248 10.7027499 10.0818305 10.3900403 9.3408137 8.1339729 7.3484006 14.0755115 8.5586277 7.8785267 4.7120895 8.5548513 10.3003167 10.4441477 9.3126502 11.6591878 10.6402552 11.1969576 8.1163070 9.7373510 12.6984276 10.2185063 8.7977076 10.4465060 11.0449545 1.9958824 8.2948564 11.6908635 10.8274173 9.1983576 3.5808449 11.5031122 10.2733373 10.8105808 8.6561345 13.9552649 7.2970538 10.6500084 10.3293588 9.4328928 2.5104556 7.8557468 6.8323850 7.9796921 7.5592165 9.6784471 12.3520214 7.5592165 10.3055227 8.2865610 7.7884417 9.9575403 9.9910453 7.8287737 3.5104556 5.1427238 0.1885275 0.7734900 8.7716116 10.1857085 9.2260759 3.1885275 6.5014121 10.2885343 9.2025495 5.9829457 7.6479606 9.6943405 2.3584525 11.9651676 NA 7.9400728 0.7734900 10.5666613 10.8355376 9.3967634 10.8377851 10.4588243 5.0711706 9.8224324 10.4257390 10.3068212 9.3918770 10.1125991 7.6923547 2.1885275 14.2638828 10.5668238 10.6978092 11.0432727 11.7650133 11.4985737 9.6571530 10.5570354 10.5957967 11.6612198 0.1885275 5.9299969 4.8323837 2.1885275 NA 7.3074704 10.3235969 11.5883409 10.5149192 11.4010254 NA 10.8237936 11.2993385 8.5394683 9.0387157 12.3988959 9.9788775 10.3338243 5.4553141 11.1306769 11.1906407 10.0969216 10.5646543 7.9164492 8.0742255 3.0954181 13.3146688 10.2060334 12.7202759 11.2859027 13.5662818 10.8627213 10.6330263 3.0954181 10.3004014 11.3937113 7.2053368 10.2878768 8.9600184 11.7471888 0.1885275 10.3992004 11.4962990 8.8627213 11.6851331 7.5504728 9.3783536 8.3999307 2.3584525 11.9936682 11.6754645 9.3306359 3.4364550 9.2397379 9.0115141 10.7517252 NA 7.1997558 8.1715226 12.1155661 10.5856687 5.8750305 8.9383984 10.3553197 TCGA-HV-A5A6 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 3 2 2 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 6 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 0 0 0 2 0 0 0 0 0 1.252055e-06 4.173515e-07 9.26466872 3.34643218 5.12087444 3.00539999 4.55793693 14.37310210 7.71321534 NA 8.23293172 8.74416412 9.74236165 4.18596959 10.51319078 11.76055970 11.17532112 9.31888395 9.14562957 9.43389585 9.98496424 0.68347189 12.53078645 NA 11.52293432 7.49511071 10.15582043 10.56151899 1.42045545 10.34048872 3.55793693 9.19785335 5.66836027 10.08149915 -0.90158044 9.41025396 7.72421437 7.93139527 NA 7.98420197 NA 3.55793693 7.80931218 14.46240073 8.73694136 9.96346545 9.49511031 10.74010573 11.10448088 14.77674805 9.00088056 0.09855431 1.42045545 8.78549628 14.01918405 7.92505412 9.41478712 0.09855431 10.79677610 0.09855431 8.70953051 7.68722029 8.48436776 1.42045545 1.90585148 7.18596860 0.09855431 8.02628330 NA 10.60580469 NA 8.87493863 8.50364688 8.02331801 7.66455964 8.27093301 11.16324832 6.54971691 12.18198486 8.72055722 6.74955706 14.14584251 10.04906139 6.06429008 6.98627440 9.95415268 2.68347189 2.42042850 0.09855431 9.26592371 9.40228623 6.04101952 7.90263680 10.08931859 3.26843439 14.77189744 9.57423891 10.87699342 9.98800947 11.92107637 9.04248538 7.94399573 4.93139468 4.49082040 9.76301512 10.10553286 9.97118039 3.49082681 7.63378065 12.26890009 10.89375384 10.03141422 10.93967676 11.18530524 8.50789650 8.16459473 4.62206940 9.80327386 12.14665179 9.61223306 NA 3.55793693 6.15378710 13.15497392 10.80024520 12.73456367 8.53313386 5.71321465 9.17264702 7.51635797 7.67970599 9.31039375 8.95181506 11.72695107 5.62206647 9.88477510 9.58030493 5.95648652 1.90585148 12.74540172 5.43835607 1.42045545 11.13879527 11.63742196 NA 10.05633316 7.63766458 8.90586050 4.68346628 8.04394922 9.64057014 12.03090486 9.34524622 10.44391077 2.26843439 7.14835455 8.95648652 7.08149942 10.33989286 -0.49005085 10.68534530 13.26325538 11.53417583 4.18596959 8.33451956 7.03514330 0.0077783 0.0077783 0.0077783 0.0679480 0.0679860 0.0729710 -0.1897400 3.6569000 1.0103000 -0.6374600 0.3601900 1.0266000 0.0569400 -0.0295840 -0.0295840 -0.0295840 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0.000 0.000 9.7779856 10.7950385 9.8600568 10.6497331 10.6951612 9.7039850 8.9392836 6.9750225 9.5142473 9.6415374 9.9026365 9.4045672 12.9160888 12.6557299 9.8015440 6.2070299 2.0985206 10.4461269 9.8170385 9.6721527 15.4874254 11.7797440 10.6366945 10.9599802 8.8617178 9.9857261 8.4778837 9.9889674 13.0039866 10.1625746 9.7980781 8.6569264 3.6220635 14.1458425 10.8712325 1.9058515 1.9058515 10.7044480 NA 10.0793592 10.5863455 8.5863455 11.1759889 7.6530944 10.2482527 7.9377093 10.3006294 12.8794553 5.2684307 -0.9015804 10.3357155 13.3660238 11.1519598 10.9808276 11.0508828 8.9266420 8.6720392 11.04760273 10.79503846 12.14221640 11.47815465 -0.90158044 1.68347189 10.51319078 9.12917275 8.66455964 10.64973310 11.02628350 7.78150004 6.22778920 8.72786227 8.68346803 6.93770926 12.18580263 7.93142718 7.59035875 8.38852451 9.37113540 10.59386093 9.51424735 9.19916780 9.70676036 11.03661487 10.18729380 8.70027637 8.65883842 13.16812314 10.37462992 8.15107338 9.90263649 10.23421485 NA 8.47450053 11.09144385 10.02108991 9.56305133 3.79894220 11.03256491 10.14971448 11.50948683 7.66455964 13.79997447 7.86337727 11.63911796 10.16929732 8.41138853 2.09852062 7.85055192 9.40456725 9.81703848 4.90586111 9.23059404 9.09991373 9.04687271 10.09991373 8.20702994 7.87658263 10.33571548 10.24125078 7.91868438 8.98876988 NA NA 2.26843439 10.02406004 11.77974397 8.86171783 NA 5.32732449 3.42042850 8.07291987 7.71321534 7.05850699 10.17063816 NA 11.71620256 NA 8.77093077 4.18596959 9.98896738 11.01736875 8.60431712 10.11113006 10.16257461 0.09855431 11.48220984 10.42493500 11.50231648 8.72055722 9.61617498 6.63766386 3.90586111 13.25632615 9.49189598 11.32491774 11.47028219 11.37346600 9.31767399 7.67215304 10.88477518 9.97808878 10.80586468 -0.90158044 4.30796033 5.02924084 NA NA 5.91868438 9.98800947 10.44944469 10.60918068 10.49724919 NA 8.58433494 11.17598890 7.65309442 8.26843065 13.12009284 9.41365501 8.75493025 9.49724929 10.55126154 11.11948548 9.47028224 10.64057005 5.57423778 9.80327386 4.18596959 12.14665179 10.26089684 12.60245547 10.48166979 12.87945534 9.48436797 11.35471424 8.32250731 9.31039375 11.58131349 9.06573170 10.08078609 8.86171783 9.77710569 NA 10.20048118 11.05342886 10.77004663 NA 0.68347189 8.81789438 9.95258692 NA 10.77446258 11.27937506 9.08149915 NA 9.16459473 8.84478484 11.05088277 2.26843439 7.27841507 7.73150097 11.88068472 10.21809518 6.61420481 7.95337409 10.23036251 TCGA-HV-A7OL NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 NA NA 1 2 1 1 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 2 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 2 0 5 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 4 0 0 0 0 0 0 0 0 0 7 0 0 0 0 0 0 0 0 4 2 4 0 0 0 0 2 2 5 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 2 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 8.785153 10.380155 9.032656 11.497017 10.120718 8.187033 10.065379 6.710728 8.813089 8.488689 8.975529 9.510790 12.705281 12.989697 8.483732 8.372799 4.208229 9.782127 10.511399 9.623265 12.949375 11.071175 11.233921 8.513225 7.466244 9.723402 7.399369 9.853334 13.021154 9.893794 8.811112 8.386145 3.693654 15.626730 10.224664 3.301339 2.760774 11.413125 NA 9.127886 9.860714 7.069522 12.689354 7.367426 10.749970 9.449813 10.740129 11.748679 3.549263 NA 11.038584 13.194544 10.247322 9.304504 10.814077 9.624392 7.732835 10.0360466 10.3801550 12.1098990 13.0748883 1.3013535 1.8863160 9.9939525 8.3347600 7.1900805 11.4970168 10.6979418 7.1405404 7.4357636 8.6367272 7.1022371 6.1593184 11.6632808 7.6927954 7.0017764 7.1215159 9.3834861 10.4176809 8.8130895 9.5168701 9.5504505 11.3230111 9.7831364 8.3013371 7.9948241 12.3416267 10.4899258 8.1054680 8.9755293 9.5480776 NA 10.3560635 10.0612252 9.2276330 8.8288140 0.3013535 10.8424336 9.5959577 10.6871994 8.7043491 14.1552800 6.8862989 11.1530860 9.5681235 8.1900805 4.2082285 6.7607692 9.0924998 10.5113994 8.2555333 9.5405894 9.8530453 7.1717012 11.0965649 7.9913348 7.5681233 9.5959577 8.5325581 8.1440642 5.1839787 NA NA NA 10.6461877 11.0711749 7.4662437 NA 6.4911620 7.3888000 6.8170374 6.3125635 6.8482311 10.8101221 6.6051180 11.3076631 3.3013389 8.3834861 0.8862770 9.8533336 12.2654973 8.1086917 10.6909683 9.8937940 1.3013535 11.2981635 10.3525459 8.9983044 7.9343319 9.4762626 5.7931910 4.7607692 13.8523843 8.9684485 10.0035096 10.2526145 12.1397531 8.9577620 7.8749844 10.7463518 9.8297911 10.5545936 3.0017842 3.8249002 3.9451957 NA NA 9.0258508 8.9233887 10.3402560 8.5920242 8.7891769 0.3013535 8.4383282 12.6893543 7.3674261 8.3511857 13.4869094 10.1778539 8.9948241 6.2671219 10.4818678 9.5599030 9.6062586 9.0612251 4.2555309 9.6979418 -0.6987636 13.0944322 10.9834538 12.3441933 9.8664391 11.7486785 9.0224361 11.5540024 5.7107293 8.1342271 11.8283252 7.7607685 10.8626250 8.5657796 10.9288709 NA 8.9415820 11.0740640 9.9781756 10.4176809 4.6843475 7.8635792 10.3448155 4.7931884 8.9948241 12.3892904 8.5681237 2.6232582 8.4536217 8.6610865 10.8140775 -0.6987636 6.9012495 8.4712619 11.1862706 9.1686157 4.2555309 8.5704637 9.8787658 TCGA-HV-A7OP NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2 1 NA NA 1 2 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.2030467 2.3525608 0.0306892 NA 5.9132628 9.6286717 7.2497876 1.6156046 6.2204441 7.6744755 8.9284648 3.9375139 8.7954907 10.0961026 10.5234738 9.2302917 11.2400726 7.7585397 11.1534472 1.6156046 11.5254748 0.0306892 10.4777024 5.9613571 9.5224723 3.3525467 3.2005514 7.3067434 0.0306892 7.4652472 NA 7.4400104 NA 9.3206381 4.2005436 8.0362440 NA 6.9009839 1.0306186 2.8379836 7.4900510 16.2746113 9.0667929 8.4941436 9.3991258 10.1867023 3.6155811 13.6502661 9.1573237 NA 5.0306186 6.9650177 12.0224953 8.9760631 8.7275866 2.6155811 11.9741304 2.0306186 2.8379836 6.5224717 7.5384140 NA NA 6.2204441 2.8379836 6.9613571 4.4900502 8.5658945 NA 6.9254369 7.1180825 6.0529875 4.7855087 10.1246970 13.4681112 2.3525608 10.6033195 8.0418464 1.0306186 14.9086222 10.1599022 0.0306892 3.8816157 9.5909521 1.0306186 NA 0.0306892 7.7448648 9.5083775 10.7171198 6.7310583 8.7720862 1.0306186 15.2056619 6.7171198 10.4089141 8.9906211 10.3309718 9.2130135 7.9613565 5.8379735 5.6453299 10.8505029 9.3252400 9.8021087 NA 12.0919904 14.0223182 8.3871152 9.9208835 11.3148650 11.7670212 9.0221411 9.0913150 7.1391441 12.2262990 13.8107489 6.3881706 0.0306892 1.0306186 5.8635098 11.2467588 11.5541812 11.7529999 5.7585404 NA 8.7030446 8.3072090 6.7855061 9.7855067 7.8761093 10.7888425 3.0306186 9.2856477 8.6453292 6.8635098 2.0306186 11.2666334 4.4229394 0.0306892 8.8571677 10.5264743 0.0306892 8.8948053 8.3020823 11.4683713 2.3525608 8.0585254 10.7525728 9.6726709 9.0612864 12.6307645 2.3525608 5.0750148 7.9193627 7.2105282 10.5512379 NA 11.3055797 12.0733046 10.2192081 4.1180856 8.9435085 5.3160226 -0.75668000 -0.76552000 1.17550000 -0.00069303 0.01936300 0.01936300 -0.81356000 0.02188400 0.00069327 0.00098279 0.00098279 0.00291330 0.02174400 -0.76355000 -0.76355000 -0.76355000 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8.5680002 7.6938047 12.4543702 10.1556985 8.8288419 9.9069166 10.2109358 1.7899379 8.6130034 11.4472413 9.6975646 9.1408620 0.7899379 10.7860432 9.6330588 9.8247219 8.3075925 13.8410044 8.2514024 12.7672923 10.0567095 7.8150624 3.9598443 7.7223444 10.3564526 11.8904210 5.1993151 9.3210509 8.4138043 7.3711232 9.6541090 3.1822473 9.6148817 10.7375599 9.2011903 8.5547945 2.8069633 NA NA NA 9.3739459 13.2426789 7.4588077 NA 6.7441194 4.0753273 8.8329501 8.0660472 7.8039432 11.2096198 -1.2102290 11.8680737 2.5972690 9.5671783 1.3749004 10.4595033 11.2307921 8.3483435 10.3329547 9.2307921 -1.2102290 11.5798640 10.5448104 10.8157546 9.0531920 9.8411319 4.6479016 6.2077757 12.4891700 9.5794566 11.0578800 12.1437589 10.8866381 8.3786373 5.8879541 11.1730871 10.1414143 10.8895995 -0.2100621 5.1297734 4.8560096 NA NA 5.5178426 9.3329547 11.1411382 9.9928181 10.5663560 NA 10.2266345 11.7184413 8.1496724 8.9371278 12.7977386 9.9846798 8.1993141 8.9101609 10.7629027 10.2877747 9.6307009 10.2114617 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9.2459413 9.4646029 8.9414095 8.1001782 9.3657413 7.1799379 14.1188496 10.7002474 11.0261774 9.8359282 11.8445657 10.7022498 8.4031510 6.7319557 4.9088321 11.0414622 10.1712903 9.3907887 NA 10.9256423 11.8429785 10.7672789 10.1024844 11.2801918 11.2164727 9.2252026 8.4868439 5.0157473 9.9105670 12.1702057 10.0671524 NA 2.0157473 6.5571221 12.2009786 11.4208907 12.9927224 8.0725802 4.7319544 9.9354639 7.1625907 7.4563216 10.4300116 11.0982785 11.5999064 6.5212769 9.2418173 9.5314491 4.3783174 2.3783174 11.5620925 4.8231022 0.2083924 10.8345596 11.9040576 0.2083924 9.6114063 6.9371996 10.1885338 5.5121763 8.4539472 9.6060689 11.3485850 9.1928128 9.8896326 1.2083924 6.3982187 9.3453853 7.5437843 10.8612392 NA 11.0468104 11.4345054 10.5974878 5.0157473 9.1479734 5.5482455 -0.1065700 1.3258000 0.1178500 -0.0082333 -0.0118870 -0.0118870 -0.0233600 -0.0210390 0.0718220 -0.0972320 -0.0972320 0.0414580 0.0579390 0.0679310 0.0692390 0.0692390 0.1518800 -0.0445510 -0.0445510 -0.1248600 0.1000200 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