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SMG_mutsig.CV_SH3RF2 SMG_mutsig.CV_SI SMG_mutsig.CV_SIGLEC6 SMG_mutsig.CV_SIRPB1 SMG_mutsig.CV_SIRPG SMG_mutsig.CV_SLC10A2 SMG_mutsig.CV_SLC14A1 SMG_mutsig.CV_SLC15A2 SMG_mutsig.CV_SLC16A14 SMG_mutsig.CV_SLC22A2 SMG_mutsig.CV_SLC22A25 SMG_mutsig.CV_SLC22A9 SMG_mutsig.CV_SLC26A9 SMG_mutsig.CV_SLC38A1 SMG_mutsig.CV_SLC4A1 SMG_mutsig.CV_SLC4A8 SMG_mutsig.CV_SLC6A1 SMG_mutsig.CV_SLC6A13 SMG_mutsig.CV_SLC9A4 SMG_mutsig.CV_SLCO6A1 SMG_mutsig.CV_SOX10 SMG_mutsig.CV_SP140 SMG_mutsig.CV_SPANXN5 SMG_mutsig.CV_SPINK13 SMG_mutsig.CV_SPOCK1 SMG_mutsig.CV_SPOCK3 SMG_mutsig.CV_SRGAP3 SMG_mutsig.CV_ST6GAL2 SMG_mutsig.CV_ST8SIA4 SMG_mutsig.CV_STARD6 SMG_mutsig.CV_STAT4 SMG_mutsig.CV_STK19_cosmic SMG_mutsig.CV_STK31 SMG_mutsig.CV_STXBP5L SMG_mutsig.CV_SULT1C3 SMG_mutsig.CV_SULT1E1 SMG_mutsig.CV_SYCP1 SMG_mutsig.CV_SYK_cosmic SMG_mutsig.CV_SYT16 SMG_mutsig.CV_TACR3 SMG_mutsig.CV_TAS2R60 SMG_mutsig.CV_TBX15 SMG_mutsig.CV_TC2N SMG_mutsig.CV_TCEB3B SMG_mutsig.CV_TCEB3C SMG_mutsig.CV_TCF23 SMG_mutsig.CV_TCHHL1 SMG_mutsig.CV_TDRD1 SMG_mutsig.CV_TDRD5 SMG_mutsig.CV_TDRD9 SMG_mutsig.CV_TFEC SMG_mutsig.CV_TGM1 SMG_mutsig.CV_THEMIS SMG_mutsig.CV_THSD7B SMG_mutsig.CV_TIE1 SMG_mutsig.CV_TIMD4 SMG_mutsig.CV_TLL1 SMG_mutsig.CV_TMC5 SMG_mutsig.CV_TMEM119 SMG_mutsig.CV_TMEM200A SMG_mutsig.CV_TMPRSS11B SMG_mutsig.CV_TNFAIP8L3 SMG_mutsig.CV_TNFRSF11B SMG_mutsig.CV_TNFRSF8 SMG_mutsig.CV_TNIK SMG_mutsig.CV_TP53 SMG_mutsig.CV_TP53I13 SMG_mutsig.CV_TP63_cosmic SMG_mutsig.CV_TPTE SMG_mutsig.CV_TPTE2 SMG_mutsig.CV_TRHDE SMG_mutsig.CV_TSHB SMG_mutsig.CV_TSHZ2 SMG_mutsig.CV_TSPAN12 SMG_mutsig.CV_TTN_cosmic SMG_mutsig.CV_TUBAL3 SMG_mutsig.CV_UGT2A3 SMG_mutsig.CV_UGT2B4 SMG_mutsig.CV_UGT3A2 SMG_mutsig.CV_USP17L2 SMG_mutsig.CV_USP26 SMG_mutsig.CV_VEGFC SMG_mutsig.CV_VWA3B SMG_mutsig.CV_WNT7A SMG_mutsig.CV_XDH SMG_mutsig.CV_ZBED2 SMG_mutsig.CV_ZFP42 SMG_mutsig.CV_ZFX SMG_mutsig.CV_ZIM3 SMG_mutsig.CV_ZNF215 SMG_mutsig.CV_ZNF556 SMG_mutsig.CV_ZSWIM2 SMG_mutsig.2CV_ACSBG1 SMG_mutsig.2CV_ALPK2 SMG_mutsig.2CV_ANO4 SMG_mutsig.2CV_APC_cosmic SMG_mutsig.2CV_APCS_cosmic SMG_mutsig.2CV_ARID2 SMG_mutsig.2CV_ATP5F1 SMG_mutsig.2CV_BRAF SMG_mutsig.2CV_BTK SMG_mutsig.2CV_C10orf28 SMG_mutsig.2CV_C10orf54_cosmic SMG_mutsig.2CV_C15orf23 SMG_mutsig.2CV_C7orf58 SMG_mutsig.2CV_CAMTA1_cosmic SMG_mutsig.2CV_CBL_cosmic SMG_mutsig.2CV_CCK SMG_mutsig.2CV_CCNA1_cosmic SMG_mutsig.2CV_CDC42BPA_cosmic SMG_mutsig.2CV_CDK4 SMG_mutsig.2CV_CDKN2A SMG_mutsig.2CV_CNTN5_cosmic SMG_mutsig.2CV_COL3A1 SMG_mutsig.2CV_CPA3_cosmic SMG_mutsig.2CV_CTNNA3_cosmic SMG_mutsig.2CV_CTNNB1 SMG_mutsig.2CV_CYP3A4_cosmic SMG_mutsig.2CV_CYP3A5 SMG_mutsig.2CV_DCLK3_cosmic SMG_mutsig.2CV_DDX3X SMG_mutsig.2CV_DMC1 SMG_mutsig.2CV_DSG3 SMG_mutsig.2CV_EMG1 SMG_mutsig.2CV_EPHA4_cosmic SMG_mutsig.2CV_EPHA6_cosmic SMG_mutsig.2CV_EPHA7_cosmic SMG_mutsig.2CV_EZH2_cosmic SMG_mutsig.2CV_FAM58A SMG_mutsig.2CV_FGFR2_cosmic SMG_mutsig.2CV_FLT1_cosmic SMG_mutsig.2CV_FRMPD4_cosmic SMG_mutsig.2CV_GLI1_cosmic SMG_mutsig.2CV_GML SMG_mutsig.2CV_GNAQ_cosmic SMG_mutsig.2CV_GUCY2F_cosmic SMG_mutsig.2CV_HRAS_cosmic SMG_mutsig.2CV_HSD11B1 SMG_mutsig.2CV_IDH1 SMG_mutsig.2CV_IGF1R_cosmic SMG_mutsig.2CV_KCND2_cosmic SMG_mutsig.2CV_KEL SMG_mutsig.2CV_KIT_cosmic SMG_mutsig.2CV_KRAS_cosmic SMG_mutsig.2CV_KRT73_cosmic SMG_mutsig.2CV_KRTAP5-10 SMG_mutsig.2CV_KYNU SMG_mutsig.2CV_LGR6_cosmic SMG_mutsig.2CV_MAN1A1 SMG_mutsig.2CV_MAP2K1 SMG_mutsig.2CV_MLL SMG_mutsig.2CV_MPP7 SMG_mutsig.2CV_MSTN_cosmic SMG_mutsig.2CV_MYO16_cosmic SMG_mutsig.2CV_MYO3B_cosmic SMG_mutsig.2CV_NAP1L2 SMG_mutsig.2CV_NBPF1 SMG_mutsig.2CV_NF1 SMG_mutsig.2CV_NGF SMG_mutsig.2CV_NRAS SMG_mutsig.2CV_NUDT11 SMG_mutsig.2CV_NUP214_cosmic SMG_mutsig.2CV_OR4S2_cosmic SMG_mutsig.2CV_OR6C74_cosmic SMG_mutsig.2CV_OXA1L SMG_mutsig.2CV_PARM1 SMG_mutsig.2CV_PDGFRA_cosmic SMG_mutsig.2CV_POTEG SMG_mutsig.2CV_PPP6C SMG_mutsig.2CV_PTEN SMG_mutsig.2CV_PTPN11_cosmic SMG_mutsig.2CV_PTPN22_cosmic SMG_mutsig.2CV_RAC1 SMG_mutsig.2CV_RB1_cosmic SMG_mutsig.2CV_RELN_cosmic SMG_mutsig.2CV_RIPK4_cosmic SMG_mutsig.2CV_RPTN SMG_mutsig.2CV_RQCD1 SMG_mutsig.2CV_S100A8 SMG_mutsig.2CV_SELP SMG_mutsig.2CV_SLC27A5 SMG_mutsig.2CV_SLC38A4 SMG_mutsig.2CV_SLC9A11 SMG_mutsig.2CV_STK19 SMG_mutsig.2CV_SYK_cosmic SMG_mutsig.2CV_THSD7B SMG_mutsig.2CV_TP53 SMG_mutsig.2CV_TP63_cosmic SMG_mutsig.2CV_TPTE SMG_mutsig.2CV_TRERF1 SMG_mutsig.2CV_TTN_cosmic SMG_mutsig.2CV_USH2A SMG_mutsig.2CV_USP17L2 SMG_mutsig.2CV_USP9X SMG_mutsig.2CV_XIRP2 SMG_mutsig.2CV_ZFX SMG_mutsig.2CV_ZNF780B rate_non rate_sil SMG_ABCA12_mRNA SMG_ABCA4_mRNA SMG_ABCB11_mRNA SMG_ABCB5_mRNA SMG_ABCC6_mRNA SMG_ACD_mRNA SMG_ACSBG1_mRNA SMG_ACSM1_mRNA SMG_ADAM21_mRNA SMG_ADAMDEC1_mRNA SMG_AKR1D1_mRNA SMG_ALPK2_mRNA SMG_AMHR2_mRNA SMG_ANGPT1_mRNA SMG_ANKRD20A4_mRNA SMG_ANKRD45_mRNA SMG_ANO4_mRNA SMG_AOAH_mRNA SMG_APC_mRNA SMG_AREG_mRNA SMG_ARHGAP29_mRNA SMG_ARID2_mRNA SMG_ARID5A_mRNA SMG_ARL16_mRNA SMG_ARMC4_mRNA SMG_ARPP21_mRNA SMG_ATP5F1_mRNA SMG_ATXN1_mRNA SMG_B2M_mRNA SMG_BCLAF1_mRNA SMG_BEST3_mRNA SMG_BMP5_mRNA SMG_BRAF_mRNA SMG_BTK_mRNA SMG_C10orf28_mRNA SMG_C10orf54_mRNA SMG_C12orf50_mRNA SMG_C15orf23_mRNA SMG_C1QTNF9_mRNA SMG_C1orf127_mRNA SMG_C1orf168_mRNA SMG_C2orf40_mRNA SMG_C3_mRNA SMG_C6_mRNA SMG_C7orf58_mRNA SMG_C8orf34_mRNA SMG_CACNB4_mRNA SMG_CADM2_mRNA SMG_CALCRL_mRNA SMG_CAMK1D_mRNA SMG_CAMTA1_mRNA SMG_CATSPERB_mRNA SMG_CBL_mRNA SMG_CCDC73_mRNA SMG_CCDC81_mRNA SMG_CCNA1_mRNA SMG_CD2_mRNA SMG_CD86_mRNA SMG_CDC42BPA_mRNA SMG_CDCP1_mRNA SMG_CDK18_mRNA SMG_CDK4_mRNA SMG_CDKN2A_mRNA SMG_CFI_mRNA SMG_CFTR_mRNA SMG_CHGB_mRNA SMG_CHODL_mRNA SMG_CHRNA3_mRNA SMG_CHRNA9_mRNA SMG_CLDN4_mRNA SMG_CLEC2B_mRNA SMG_CLEC4C_mRNA SMG_CLEC4E_mRNA SMG_CNGA1_mRNA SMG_CNGA3_mRNA SMG_CNTN4_mRNA SMG_CNTN5_mRNA SMG_COL11A1_mRNA SMG_COL19A1_mRNA SMG_COL1A1_mRNA SMG_COL21A1_mRNA SMG_COL2A1_mRNA SMG_COL3A1_mRNA SMG_COL4A1_mRNA SMG_COL4A3_mRNA SMG_COL4A4_mRNA SMG_COL4A5_mRNA SMG_COL5A1_mRNA SMG_COL5A2_mRNA SMG_COL7A1_mRNA SMG_COL9A2_mRNA SMG_COPS2_mRNA SMG_CORO2A_mRNA SMG_CPA3_mRNA SMG_CPA6_mRNA SMG_CR1_mRNA SMG_CRNN_mRNA SMG_CSMD2_mRNA SMG_CSMD3_mRNA SMG_CTNNA3_mRNA SMG_CTNNB1_mRNA SMG_CTSE_mRNA SMG_CUX1_mRNA SMG_CYP2C8_mRNA SMG_CYP3A4_mRNA SMG_CYP3A5_mRNA SMG_CYP4A11_mRNA SMG_CYP4B1_mRNA SMG_CYP4F12_mRNA SMG_CYP4X1_mRNA SMG_CYP7B1_mRNA SMG_CYTIP_mRNA SMG_CYYR1_mRNA SMG_DAB1_mRNA SMG_DACH1_mRNA SMG_DBH_mRNA SMG_DCC_mRNA SMG_DCDC1_mRNA SMG_DCLK3_mRNA SMG_DDX20_mRNA SMG_DDX3X_mRNA SMG_DKK2_mRNA SMG_DMC1_mRNA SMG_DNAH12_mRNA SMG_DNAH3_mRNA SMG_DNAH5_mRNA SMG_DNAH7_mRNA SMG_DNAH8_mRNA SMG_DNAJC5B_mRNA SMG_DNER_mRNA SMG_DPYS_mRNA SMG_DSC1_mRNA SMG_DSC2_mRNA SMG_DSG1_mRNA SMG_DSG2_mRNA SMG_DSG3_mRNA SMG_DST_mRNA SMG_EDN1_mRNA SMG_EIF3D_mRNA SMG_EMB_mRNA SMG_EMG1_mRNA SMG_EMR3_mRNA SMG_ENAM_mRNA SMG_EPHA4_mRNA SMG_EPHA6_mRNA SMG_EPHA7_mRNA SMG_ERBB4_mRNA SMG_ERC2_mRNA SMG_EZH2_mRNA SMG_FAAH2_mRNA SMG_FAM19A1_mRNA SMG_FAM58A_mRNA SMG_FBXO40_mRNA SMG_FCAMR_mRNA SMG_FER1L6_mRNA SMG_FGFR2_mRNA SMG_FILIP1_mRNA SMG_FLG_mRNA SMG_FLT1_mRNA SMG_FLT3_mRNA SMG_FRMD7_mRNA SMG_FRMPD4_mRNA SMG_GABRA3_mRNA SMG_GABRB2_mRNA SMG_GABRE_mRNA SMG_GABRG1_mRNA SMG_GALNT14_mRNA SMG_GALNT8_mRNA SMG_GAS2_mRNA SMG_GDA_mRNA SMG_GDF3_mRNA SMG_GIMAP8_mRNA SMG_GLDN_mRNA SMG_GLI1_mRNA SMG_GLRB_mRNA SMG_GLYATL2_mRNA SMG_GNAI2_mRNA SMG_GNAQ_mRNA SMG_GPC5_mRNA SMG_GPLD1_mRNA SMG_GPR141_mRNA SMG_GPR20_mRNA SMG_GRID2_mRNA SMG_GSDMC_mRNA SMG_GUCY1A3_mRNA SMG_GUCY2C_mRNA SMG_GZMA_mRNA SMG_HBD_mRNA SMG_HBG2_mRNA SMG_HDC_mRNA SMG_HHIP_mRNA SMG_HHLA2_mRNA SMG_HNF4G_mRNA SMG_HRASLS5_mRNA SMG_HRAS_mRNA SMG_HSD11B1_mRNA SMG_HTR2A_mRNA SMG_ICA1_mRNA SMG_IDH1_mRNA SMG_IDO2_mRNA SMG_IGF1R_mRNA SMG_IGFL2_mRNA SMG_IL31RA_mRNA SMG_IL32_mRNA SMG_IL7R_mRNA SMG_INPP5D_mRNA SMG_ITGA4_mRNA SMG_ITK_mRNA SMG_JAM2_mRNA SMG_KCNB2_mRNA SMG_KCND2_mRNA SMG_KCNJ6_mRNA SMG_KCNK5_mRNA SMG_KCNQ5_mRNA SMG_KCNT2_mRNA SMG_KDR_mRNA SMG_KEL_mRNA SMG_KIAA0319_mRNA SMG_KIAA1257_mRNA SMG_KIAA2022_mRNA SMG_KIF5A_mRNA SMG_KIT_mRNA SMG_KLHDC7A_mRNA SMG_KLHL13_mRNA SMG_KLRC3_mRNA SMG_KRAS_mRNA SMG_KRT10_mRNA SMG_KYNU_mRNA SMG_LEPREL1_mRNA SMG_LGR6_mRNA SMG_LIMCH1_mRNA SMG_LIN7A_mRNA SMG_LIX1_mRNA SMG_LPAR1_mRNA SMG_LRRC37A3_mRNA SMG_LRRC4C_mRNA SMG_LUZP2_mRNA SMG_LYN_mRNA SMG_MACC1_mRNA SMG_MAGEA6_mRNA SMG_MAN1A1_mRNA SMG_MAP2K1_mRNA SMG_MDGA1_mRNA SMG_MKX_mRNA SMG_MLL_mRNA SMG_MPP7_mRNA SMG_MS4A2_mRNA SMG_MSR1_mRNA SMG_MSTN_mRNA SMG_MTTP_mRNA SMG_MUM1L1_mRNA SMG_MUSK_mRNA SMG_MXRA5_mRNA SMG_MYBPC1_mRNA SMG_MYO16_mRNA SMG_MYO1F_mRNA SMG_MYO3B_mRNA SMG_MYO7B_mRNA SMG_MYOCD_mRNA SMG_NAP1L2_mRNA SMG_NBPF1_mRNA SMG_NCKAP1L_mRNA SMG_NDRG4_mRNA SMG_NDST3_mRNA SMG_NDUFAF2_mRNA SMG_NEK5_mRNA SMG_NF1_mRNA SMG_NGF_mRNA SMG_NMNAT3_mRNA SMG_NOTCH4_mRNA SMG_NRAS_mRNA SMG_NRK_mRNA SMG_NSUN7_mRNA SMG_NUDT11_mRNA SMG_NUP210L_mRNA SMG_NUP214_mRNA SMG_NWD1_mRNA SMG_OCIAD2_mRNA SMG_OGDHL_mRNA SMG_OR51E2_mRNA SMG_OXA1L_mRNA SMG_PADI3_mRNA SMG_PARM1_mRNA SMG_PCNXL2_mRNA SMG_PCSK1_mRNA SMG_PCSK5_mRNA SMG_PDE1A_mRNA SMG_PDGFRA_mRNA SMG_PENK_mRNA SMG_PHF21B_mRNA SMG_PID1_mRNA SMG_PLA2G3_mRNA SMG_PLCB4_mRNA SMG_PLXNC1_mRNA SMG_PPIAL4G_mRNA SMG_PPP6C_mRNA SMG_PRB2_mRNA SMG_PREX2_mRNA SMG_PRKAA2_mRNA SMG_PROKR2_mRNA SMG_PROM2_mRNA SMG_PSG4_mRNA SMG_PTEN_mRNA SMG_PTGFR_mRNA SMG_PTPN11_mRNA SMG_PTPN22_mRNA SMG_PTPRT_mRNA SMG_RAC1_mRNA SMG_RAPGEF3_mRNA SMG_RAPGEF5_mRNA SMG_RB1_mRNA SMG_RBM11_mRNA SMG_RELN_mRNA SMG_RERG_mRNA SMG_RIPK4_mRNA SMG_RNF152_mRNA SMG_RPGRIP1_mRNA SMG_RQCD1_mRNA SMG_RUFY4_mRNA SMG_RUNX1T1_mRNA SMG_RYR1_mRNA SMG_S100A8_mRNA SMG_SAMD9_mRNA SMG_SAMHD1_mRNA SMG_SAMSN1_mRNA SMG_SCEL_mRNA SMG_SCGN_mRNA SMG_SCN11A_mRNA SMG_SCN5A_mRNA SMG_SCNN1G_mRNA SMG_SELE_mRNA SMG_SELP_mRNA SMG_SERPINB3_mRNA SMG_SERPINB7_mRNA SMG_SERPING1_mRNA SMG_SH3RF2_mRNA SMG_SIGLEC6_mRNA SMG_SIRPB1_mRNA SMG_SIRPG_mRNA SMG_SLC14A1_mRNA SMG_SLC15A2_mRNA SMG_SLC16A14_mRNA SMG_SLC22A2_mRNA SMG_SLC26A9_mRNA SMG_SLC27A5_mRNA SMG_SLC38A1_mRNA SMG_SLC38A4_mRNA SMG_SLC4A1_mRNA SMG_SLC4A8_mRNA SMG_SLC6A13_mRNA SMG_SLC6A1_mRNA SMG_SLC9A11_mRNA SMG_SLC9A4_mRNA SMG_SNAP91_mRNA SMG_SOX10_mRNA SMG_SP140_mRNA SMG_SPAG16_mRNA SMG_SPOCK1_mRNA SMG_SPOCK3_mRNA SMG_SPRR2G_mRNA SMG_SRGAP3_mRNA SMG_ST6GAL2_mRNA SMG_ST8SIA4_mRNA SMG_STAT4_mRNA SMG_STK19_mRNA SMG_STK31_mRNA SMG_STXBP5L_mRNA SMG_SYK_mRNA SMG_TBX15_mRNA SMG_TC2N_mRNA SMG_TCEB3B_mRNA SMG_TDRD1_mRNA SMG_TDRD5_mRNA SMG_TDRD9_mRNA SMG_TFEC_mRNA SMG_TGM1_mRNA SMG_THEMIS_mRNA SMG_THSD7B_mRNA SMG_TIE1_mRNA SMG_TIMD4_mRNA SMG_TLL1_mRNA SMG_TMC5_mRNA SMG_TMEM119_mRNA SMG_TMEM200A_mRNA SMG_TNFAIP8L3_mRNA SMG_TNFRSF11B_mRNA SMG_TNFRSF8_mRNA SMG_TNIK_mRNA SMG_TP53I13_mRNA SMG_TP53_mRNA SMG_TP63_mRNA SMG_TPTE2_mRNA SMG_TPTE_mRNA SMG_TRAT1_mRNA SMG_TRERF1_mRNA SMG_TRHDE_mRNA SMG_TSHZ2_mRNA SMG_TSPAN12_mRNA SMG_TTN_mRNA SMG_TUBAL3_mRNA SMG_UBE2J2_mRNA SMG_UGT2B10_mRNA SMG_UGT3A2_mRNA SMG_USH2A_mRNA SMG_USP9X_mRNA SMG_VEGFC_mRNA SMG_VSNL1_mRNA SMG_VWA3B_mRNA SMG_WNT7A_mRNA SMG_XDH_mRNA SMG_XIRP2_mRNA SMG_ZBED2_mRNA SMG_ZFP42_mRNA SMG_ZFX_mRNA SMG_ZMAT4_mRNA SMG_ZNF215_mRNA SMG_ZNF556_mRNA SMG_ZNF595_mRNA SMG_ZNF780B_mRNA SMG_ZNF98_mRNA Amp_1p12 Amp_1q21.3 Amp_1q44 Amp_3p13 Amp_4q12 Amp_5p15.33 Amp_5q35.3 Amp_6p24.3 Amp_6q12 Amp_7p22.1 Amp_7q34 Amp_8q11.21 Amp_8q24.21 Amp_11q13.3 Amp_12q14.1 Amp_12q15 Amp_13q31.3 Amp_15q26.2 Amp_17q25.3 Amp_19p13.2 Amp_20q13.33 Amp_22q13.2 Del_1p36.31 Del_1p22.1 Del_2q37.3 Del_3p25.1 Del_3q13.31 Del_4p16.3 Del_4q34.3 Del_5p15.31 Del_5q12.1 Del_5q31.3 Del_6q22.31 Del_6q26 Del_8p23.3 Del_9p23 Del_9p21.3 Del_10p15.3 Del_10q21.1 Del_10q23.31 Del_10q26.3 Del_11p15.5 Del_11q23.3 Del_12q23.3 Del_13q34 Del_14q23.3 Del_14q32.31 Del_15q13.3 Del_15q21.1 Del_16p13.3 Del_16q12.1 Del_16q24.3 Del_17p13.3 Del_19p13.3 Del_Xp21.1 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_ARNT_1q21.3_mRNA Amp_ASPSCR1_17q25.3_mRNA Amp_BCL9_1q21.3_mRNA Amp_BLM_15q26.2_mRNA Amp_BRAF_7q34_mRNA Amp_CANT1_17q25.3_mRNA Amp_CARD11_7p22.1_mRNA Amp_CBX8_17q25.3_mRNA Amp_CCND1_11q13.3_mRNA Amp_CDK4_12q14.1_mRNA Amp_CREB3L2_7q34_mRNA Amp_CRTC3_15q26.2_mRNA Amp_EP300_22q13.2_mRNA Amp_EXT1_8q24.21_mRNA Amp_FOXK2_17q25.3_mRNA Amp_GNAS_20q13.33_mRNA Amp_H3F3B_17q25.3_mRNA Amp_IDH2_15q26.2_mRNA Amp_IGF1R_15q26.2_mRNA Amp_KIAA1549_7q34_mRNA Amp_MCL1_1q21.3_mRNA Amp_MDM2_12q15_mRNA Amp_MITF_3p13_mRNA Amp_MUC1_1q21.3_mRNA Amp_MYC_8q24.21_mRNA Amp_NDRG1_8q24.21_mRNA Amp_NEDD9_6p24.3_mRNA Amp_NOTCH2_1p12_mRNA Amp_NSD1_5q35.3_mRNA Amp_NTRK3_15q26.2_mRNA Amp_PARP10_8q24.21_mRNA Amp_PDE4DIP_1q21.3_mRNA Amp_PHF3_6q12_mRNA Amp_PMS2_7p22.1_mRNA Amp_RAC1_7p22.1_mRNA Amp_RAD21_8q24.21_mRNA Amp_RECQL4_8q24.21_mRNA Amp_SMYD3_1q44_mRNA Amp_SS18L1_20q13.33_mRNA Amp_TERT_5p15.33_mRNA Amp_TPM3_1q21.3_mRNA Del_AKT1_14q32.31_mRNA Del_ALDH2_12q23.3_mRNA Del_ANKS1B_12q23.3_mRNA Del_ATP1A1_1p22.1_mRNA Del_BAP1_3p25.1_mRNA Del_BCL10_1p22.1_mRNA Del_BCL11B_14q32.31_mRNA Del_BCL7A_12q23.3_mRNA Del_BTG1_12q23.3_mRNA Del_BUB1B_15q13.3_mRNA Del_CACNA1D_3p25.1_mRNA Del_CBFA2T3_16q24.3_mRNA Del_CD74_5q31.3_mRNA Del_CDKN2A_9p21.3_mRNA Del_CNTN4_3p25.1_mRNA Del_CTNNB1_3p25.1_mRNA Del_CYLD_16q12.1_mRNA Del_DICER1_14q32.31_mRNA Del_EBF1_5q31.3_mRNA Del_ECT2L_6q22.31_mRNA Del_ERCC5_13q34_mRNA Del_FAM46C_1p22.1_mRNA Del_FANCA_16q24.3_mRNA Del_FANCD2_3p25.1_mRNA Del_FGFR3_4p16.3_mRNA Del_FHIT_3p25.1_mRNA Del_FSTL3_19p13.3_mRNA Del_GOLGA5_14q32.31_mRNA Del_GOPC_6q22.31_mRNA Del_GPHN_14q23.3_mRNA Del_HERPUD1_16q12.1_mRNA Del_ITK_5q31.3_mRNA Del_MLH1_3p25.1_mRNA Del_MYB_6q22.31_mRNA Del_MYD88_3p25.1_mRNA Del_NCOA4_10q21.1_mRNA Del_NRAS_1p22.1_mRNA Del_PARK2_6q26_mRNA Del_PBRM1_3p25.1_mRNA Del_PDE4D_5q12.1_mRNA Del_PDGFRB_5q31.3_mRNA Del_PPARG_3p25.1_mRNA Del_PRDM1_6q22.31_mRNA Del_PRDM16_1p36.31_mRNA Del_PRKG1_10q21.1_mRNA Del_PTEN_10q23.31_mRNA Del_PTPN11_12q23.3_mRNA Del_PTPRD_9p23_mRNA Del_RAF1_3p25.1_mRNA Del_RBM15_1p22.1_mRNA Del_ROS1_6q22.31_mRNA Del_RPL22_1p36.31_mRNA Del_RPL5_1p22.1_mRNA Del_SETD2_3p25.1_mRNA Del_SH2B3_12q23.3_mRNA Del_SRGAP3_3p25.1_mRNA Del_STK11_19p13.3_mRNA Del_TCF3_19p13.3_mRNA Del_TCL1A_14q32.31_mRNA Del_TCL6_14q32.31_mRNA Del_TERT_5p15.31_mRNA Del_TNFAIP3_6q22.31_mRNA Del_TNFRSF14_1p36.31_mRNA Del_TRIM33_1p22.1_mRNA Del_TRIP11_14q32.31_mRNA Del_TSHR_14q32.31_mRNA Del_VHL_3p25.1_mRNA Del_WHSC1_4p16.3_mRNA Del_XPC_3p25.1_mRNA Del_YWHAE_17p13.3_mRNA Del_ZMYND11_10p15.3_mRNA TCGA-3N-A9WB 71 1 518 NA 426 stage ia t1a nx m0 no yes 0.7 male 2012 no white not hispanic or latino 1 1 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.8619157 0.2769135 NA 2.9399224 0.2769135 9.3195227 3.0139088 NA -1.3079299 -0.3079299 NA 2.5988892 -1.3079299 2.1514043 0.6919808 7.1431995 8.5654327 1.0139267 8.8417357 2.5988892 6.3854759 8.2465777 8.2096581 9.4993436 NA NA 13.4191114 9.6367007 15.2317988 10.4884340 NA NA 5.5623523 2.3924273 8.8057310 5.9681138 NA 8.6806735 0.6104166 2.7794488 -1.3079299 NA 5.1997823 NA 2.2769433 -1.3079299 0.2769135 NA 5.4993421 2.0139267 8.8161101 1.2769730 9.5860486 5.0207555 1.0139267 6.5248786 3.1514205 3.9773898 11.1833407 4.9587731 8.9147836 12.0604951 3.0139088 4.6919863 NA NA 0.6919808 -0.3079299 -1.3079299 4.0139178 9.2816398 NA -1.3079299 1.0139267 NA 6.1997842 NA 6.9303932 NA 14.3844407 3.2155544 3.6461857 13.3557691 11.1011144 NA 1.2769730 3.0843024 10.7087970 9.6792528 7.7087970 6.4334552 10.6635322 6.8916610 -1.3079299 -1.3079299 0.2769135 NA 1.6919808 NA NA 14.0083735 2.8619157 9.0351744 -1.3079299 NA 1.2769730 NA NA -0.3079299 1.2769730 1.0139267 2.8619157 5.3213437 NA 3.2155544 -0.3079299 NA 0.6919808 1.6919808 10.4207595 8.9087346 2.6919808 -0.3079299 NA -0.3079299 2.5988892 3.5499648 -1.3079299 NA 1.2769730 NA 1.4993229 5.6692678 5.8718978 2.9399224 5.9399153 10.7226558 4.3358477 12.3798017 4.0495436 9.6242035 NA NA 7.4535398 -1.3079299 -0.3079299 1.0139267 NA 8.9411022 0.2769135 NA 9.4300810 NA NA NA 3.6461857 2.4993484 5.9851383 6.9351627 -0.3079299 NA -1.3079299 NA -0.3079299 3.1514205 NA 1.2769730 NA -1.3079299 NA 0.2769135 4.8212714 1.2769730 5.5121668 3.8619157 0.6919808 12.9153871 10.1024400 NA 2.1514043 NA NA NA 3.0139088 6.7254113 NA 3.4993484 NA NA -1.3079299 -1.3079299 -0.3079299 2.5988892 NA 10.7724731 -1.3079299 0.2769135 11.2670551 10.5642788 NA 9.7900208 2.0139267 -0.3079299 6.5928562 -1.3079299 4.5988773 8.1875837 1.6919808 4.5988773 -1.3079299 -1.3079299 NA 3.9773898 7.3714691 -0.3079299 7.0273786 0.2769135 4.5988773 1.6919808 -1.3079299 -1.3079299 12.2744835 NA 6.0670277 4.3066997 9.5177426 10.5898342 2.5988892 7.5121676 -1.3079299 3.3924273 -1.3079299 NA 4.2155544 5.5868068 NA NA 8.1077302 1.0139267 3.2769581 4.1182517 9.9088678 6.7418377 -1.3079299 10.0489908 2.0139267 -1.3079299 6.5561749 0.6919808 1.0139267 NA NA 8.4717081 -1.3079299 2.4993484 6.1677212 -1.3079299 -1.3079299 -1.3079299 -0.3079299 7.9351627 4.2465753 4.5746344 3.2155544 9.2580428 2.2769433 10.6724854 2.1514043 -1.3079299 7.2037415 12.2919015 -0.3079299 NA 3.4993484 -0.3079299 10.5161519 NA 4.6919863 0.6919808 NA 11.4391327 0.2769135 5.0139178 4.3644113 3.7363776 2.0139267 2.0139267 6.9880791 -1.3079299 NA 5.1514205 2.2769433 8.6212471 10.9573107 5.4334569 10.8734516 -1.3079299 0.2769135 -0.3079299 NA 3.9014462 NA 10.8787220 3.1514205 11.2463377 1.4993229 NA 14.9434526 4.7783926 7.4667756 10.5615826 NA 1.2769730 3.2155544 9.6778306 1.2769730 0.6919808 7.4027955 NA 0.2769135 9.1778179 10.8232026 8.4130880 4.1657753 3.3358405 2.3924273 NA NA 1.6919808 NA 4.3644113 3.0843024 5.2769507 2.4993484 9.0561234 4.2155544 NA 5.9681138 -0.3079299 0.2769135 1.4993229 3.0843024 NA 0.6919808 7.9315873 5.4864055 1.0139267 NA 5.5623523 -1.3079299 1.4993229 -0.3079299 -1.3079299 NA 13.5689372 2.0139267 8.8879760 5.9587754 NA 3.0139088 4.9957694 2.1514043 6.5807319 0.2769135 7.9539188 -1.3079299 NA 5.0139178 6.4266975 8.0971304 NA NA NA 4.9208078 3.0843024 5.0495393 NA NA 6.7363830 NA 0.2769135 1.2769730 7.4468765 2.9399224 3.2769581 3.0139088 0.6919808 7.1838418 10.9871836 8.9291986 5.6806732 -1.3079299 NA -1.3079299 4.0139178 NA 0.2769135 3.4468782 7.9297484 NA 9.9750770 NA NA 2.3924273 10.9889049 4.5746344 3.9399130 NA 1.8619157 -1.3079299 NA 0.6919808 -1.3079299 8.2096581 NA 1.0139267 NA 7.2155505 7.4435329 -1.3079299 2.79360000 1.56750000 1.56750000 -0.00021691 0.00208050 0.82510000 0.82510000 -0.00110870 -0.00110870 3.65690000 -0.01277000 -0.01188700 -0.01188700 -0.00401620 0.00430210 0.00430210 -0.00055444 0.00277450 0.78504000 -0.03690600 0.78755000 -0.01519100 -0.01613900 0.00513590 0.00861350 -0.00021691 -0.00021691 0.00208050 0.00208050 0.82510000 0.82510000 0.82510000 -0.93030000 -0.93030000 0.82941000 0.01307400 -0.83962000 -0.00415460 -0.00415460 -0.00415460 -0.00415460 -0.00899060 -0.00401620 0.00430210 -0.00055444 -0.00603070 -0.00603070 0.00277450 0.00277450 -0.01050800 -0.01050800 -0.02127500 -0.92540000 -0.03690600 0.13376000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.856 -0.071 0.000 0.000 0.000 0.000 0.000 1.562 -0.153 0.788 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 -0.929 1.577 0.000 0.829 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 -0.856 -0.071 0.000 0.000 0.000 0.000 0.000 1.562 -0.153 0.788 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.825 0.825 0.000 -0.929 1.577 0.000 0.829 0.000 0.000 0.000 0.110 0.110 10.5875640 10.3313294 9.0473399 8.1997832 5.5623523 10.1108954 3.4468782 8.7926511 13.1813355 12.0604951 9.6330363 9.8712758 10.1462880 8.6182845 11.3211176 15.0778005 13.5512808 10.4338770 9.7900208 7.6548845 12.4333503 10.4027951 11.8667584 6.5561749 10.9044851 9.1585751 9.9848854 10.3089970 10.7718068 -0.3079299 10.6454577 10.1938258 10.0826950 11.6970868 14.9434526 11.3025499 9.4410201 8.2694175 10.0955334 5.4733486 14.1174341 12.6395343 5.6227254 8.6664033 17.2292056 11.3811131 8.0495409 3.0843024 8.5822530 11.5767316 9.1564629 6.0495415 5.1349314 11.2099041 3.0139088 6.1997842 14.0083735 8.7198946 9.7018173 5.6461857 1.4993229 9.9393169 5.8916622 8.2445427 9.3475195 4.9399177 3.9773898 7.7363830 9.9934849 8.4700658 8.4334557 10.8468068 1.6919808 9.7667992 1.4993229 9.2900412 10.9141799 12.2919015 1.4993229 9.6933969 8.7679222 9.3502002 5.9957694 4.7363830 2.0139267 2.5988892 10.8787220 11.2463377 1.4993229 10.7445567 8.3066983 -0.3079299 12.5154555 13.9581164 10.0544805 11.3902593 4.9957694 10.1344139 10.8572098 NA NA 5.4733486 7.0756931 13.1151361 10.5977517 9.2350205 -0.3079299 8.4618265 11.1997833 9.9505547 12.7299645 10.4704766 TCGA-3N-A9WC 82 0 NA 2022 1644 stage iia t2b nx m0 yes yes 1.8 male 2009 no white not hispanic or latino 1 2 NA NA 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.6834270 10.9685330 0.6833821 8.9396286 2.1428382 NA 1.0053281 9.5805088 NA 4.2380072 NA 3.4907755 3.3838563 1.2683745 1.8533570 8.0821634 9.7037053 2.5903146 7.8407666 8.7774973 9.3353685 9.6890444 NA 0.6833821 11.4353822 9.7847389 17.2190711 11.1512800 -1.3165281 NA 6.6890447 7.6317868 8.7748552 9.7154655 NA 7.9265937 2.7243228 3.7278116 NA -1.3165281 12.6190453 2.7708925 7.1012719 0.6833821 3.9313427 0.6833821 6.6492044 4.8732423 8.6735236 -0.3165281 9.1489862 5.1484135 2.2683745 1.8533570 10.0606303 8.5903105 11.7298617 6.6082326 9.6045169 11.4341267 9.6000458 10.9116372 -1.3165281 -1.3165281 2.7708925 -0.3165281 -1.3165281 4.4383062 9.2916747 -0.3165281 6.0497418 NA NA 4.1752691 2.5903146 5.5414002 0.2684344 14.2404047 3.7278116 2.2683745 13.0558768 11.6207936 5.5289088 6.6200570 9.9968697 10.8698436 9.7668991 4.8928718 5.6376160 10.4847239 6.6317868 2.1428382 0.2684344 5.4516035 NA 2.7708925 0.6833821 -0.3165281 14.2259239 3.3838563 9.8483267 -0.3165281 NA 3.2069870 NA NA NA 1.4907755 4.4113381 8.3890522 5.8432905 NA 2.8533370 4.6874695 2.9313427 NA 1.6834270 8.7002282 12.4311932 3.0757380 0.2684344 1.2683745 -1.3165281 -1.3165281 3.5903146 1.6834270 5.0584594 4.1752691 1.6834270 NA 5.7278143 2.6834270 10.3277268 NA 11.8953081 4.2683820 12.0094279 9.1033799 8.7264471 -1.3165281 -1.3165281 5.2981304 2.5903146 0.2684344 4.7919443 1.8533570 8.1872457 3.2069870 -1.3165281 8.2777444 NA NA NA 3.1428545 3.0053461 5.0377995 8.6606998 4.6141562 1.6834270 -1.3165281 3.7278116 -1.3165281 3.2069870 NA 4.2981304 -0.3165281 2.6834270 5.6946462 NA 8.4549091 5.7495101 1.4907755 4.6607005 0.6833821 12.6292294 10.1305030 1.6834270 3.1428545 3.6834157 NA NA 3.2069870 7.1510257 -1.3165281 9.2427968 -1.3165281 -1.3165281 -1.3165281 0.2684344 0.6833821 6.5226239 2.0053641 8.8670551 6.4713224 -0.3165281 8.5630029 10.2622641 2.3838563 11.3699203 0.2684344 2.2683745 11.3451979 6.5476056 9.8369719 8.8691376 8.5721632 3.3272706 -1.3165281 0.2684344 0.6833821 8.1222115 4.1428545 3.8127036 7.8830923 6.7057872 1.8533570 -0.3165281 -1.3165281 0.6833821 2.6834270 NA 5.2833329 4.6885944 9.3620199 8.8670551 6.3416318 7.2264517 2.2683745 10.2912124 4.4113381 NA 6.8127023 7.3734177 5.8830929 -1.3165281 9.5491530 4.0757380 9.1387469 7.9146411 10.1458453 7.4215120 -1.3165281 10.3232126 3.7708819 0.6833821 9.8191291 2.4907755 0.6833821 3.8533470 NA 9.8068945 7.4383070 2.1428382 9.7991137 -1.3165281 3.7708819 -1.3165281 3.8928767 9.6770658 9.9566326 3.8533470 2.8533370 8.5351688 -0.3165281 10.5702595 -1.3165281 5.3699201 7.4647793 10.7735322 0.2684344 2.3838563 1.0053281 3.2069870 10.9268913 -1.3165281 6.1912152 -0.3165281 -0.3165281 10.0047842 -1.3165281 6.2683820 8.5630029 4.4907755 3.5414033 3.4383062 8.9361797 -1.3165281 -1.3165281 3.5903146 NA 7.2341669 10.9894815 4.2683820 10.5955606 NA 6.2758768 6.5599369 NA 1.4907755 3.5850106 9.9325332 4.6834214 11.8136686 7.7168428 -1.3165281 12.7246511 9.0471056 7.9265937 10.3799527 5.3127777 1.0053281 2.4907755 7.2796097 1.6834270 1.4907755 8.0254945 4.7278116 3.3838563 7.0453632 6.7814515 10.9098320 10.9023916 8.4096379 NA NA 0.6833821 -1.3165281 NA 3.2069870 3.5414033 NA NA 13.3189112 1.0053281 -0.3165281 8.3272760 8.2069816 3.5414033 6.7002275 4.3558479 -1.3165281 -1.3165281 6.9279735 11.8605278 NA NA 4.1096865 1.0053281 1.6834270 0.2684344 NA 2.8533370 13.2856547 8.0365665 8.1692491 9.5622371 2.0053641 NA 6.8075417 4.1752691 8.5797523 6.7814515 8.3936925 -1.3165281 NA 9.0221561 4.9122379 8.0627979 -1.3165281 NA 4.1752691 -1.3165281 8.1912142 1.6834270 6.4972004 -1.3165281 6.6022832 2.8533370 2.2683745 -1.3165281 9.1882387 6.1428504 4.6376160 8.4265713 5.8023613 6.7278143 9.4223564 8.4232004 4.1752691 1.6834270 3.0709217 6.5903101 7.3523048 0.2684344 4.7278116 5.1096865 7.1378017 NA 9.7965108 NA 0.2684344 0.6833821 11.4915796 6.4778360 0.6833821 -1.3165281 2.0053641 2.7708925 NA 6.8280781 NA 8.8010629 NA 5.6834186 -1.3165281 9.0789540 8.1242888 1.0053281 0.0353210 0.6882300 -0.4294600 0.0595890 -0.0307360 0.0010488 -0.0256790 0.5296800 -0.5771800 0.5618000 0.0027139 -0.5851400 2.4901000 0.0074393 -0.0137370 -0.0137370 0.0000000 0.0109210 1.0852000 -0.0181380 0.0042415 0.0257500 0.0163640 0.0353210 -0.0049065 0.0595890 -0.0263630 0.0246270 -0.0022773 0.0010488 0.5412800 0.5411100 -0.5895500 -0.5965100 -0.5861200 0.0152470 0.0152470 -0.5743100 -0.0112580 -0.5508000 -0.5508000 -0.5850400 -0.5887700 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8.603772 3.268389 13.528812 11.3668531 9.7542116 3.6376218 15.6501273 11.5294978 8.0606305 8.0143369 7.7387023 11.4025947 8.3469068 6.2303145 5.7387030 17.4337931 9.6000458 4.1752691 14.2259239 10.8331669 9.7860517 5.3976661 1.0053281 9.6429654 9.3362646 8.5735624 8.6463157 4.1752691 6.6777732 8.9985693 9.7515263 9.4705062 7.8480000 11.0431694 8.5721632 9.6904471 6.4907755 10.3760353 11.5443128 10.7735322 4.6376160 9.8830921 8.6442615 9.9496207 6.4113398 8.5767213 2.1428382 4.9502071 9.9325332 11.8136686 2.9313427 11.0464594 7.8306249 0.6833821 12.2400456 13.2093076 10.6731690 9.0008324 6.8075417 10.2104080 10.4887606 5.0232687 0.2684344 3.2683895 9.7501817 12.7944723 9.8946997 8.9230184 3.4383062 9.5506985 10.5580169 11.2672078 12.3895920 9.9431630 TCGA-3N-A9WD 82 1 395 NA 183 stage iiia t2a n1a m0 no yes 1.25 male 2013 no white not hispanic or latino 2 2 NA NA 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.6742346 -0.4957356 6.7137577 9.4231680 8.8728112 4.5043026 2.5043153 1.5043153 7.3180863 NA 5.7897058 3.2047511 6.9719102 NA 1.5043153 6.4815847 6.7427096 8.7474787 2.3116484 10.4708103 8.4700890 9.5636493 9.0259053 NA -0.4957356 11.7748922 9.5970620 15.6498390 11.1386621 -0.4957356 -0.4957356 6.8080851 7.8836831 8.2047447 9.9678292 NA 7.9759798 1.8262332 2.5043153 5.0278662 5.0588922 13.2032265 5.2047433 5.7710906 -0.4957356 5.4350418 2.6742346 7.9094461 5.7522321 9.1042177 2.0892608 9.8717195 4.9706052 2.0892608 6.6438562 8.9136958 7.5864540 10.3983647 7.5541537 9.8706270 11.0593733 11.3587837 8.0239412 7.6128294 5.2856648 2.8262332 2.5043153 0.5042644 11.0751093 6.7710919 -0.4957356 4.8618561 5.7331238 NA 4.3116630 7.1625162 5.1190158 2.3116484 13.4999837 7.1908055 6.9800379 12.7331235 11.9696161 4.7137563 6.5377278 7.1481613 9.8629561 9.2047445 7.5377278 7.8217172 10.2194089 6.4585018 2.8262332 -0.4957356 6.1625162 NA 2.3116484 NA -0.4957356 13.3979751 2.9637330 10.1535610 0.5042644 1.0892947 -0.4957356 NA 7.0200043 3.4111957 5.8441546 6.4111957 9.2905744 8.1837847 2.0892608 5.8080864 3.8262332 1.0892947 -0.4957356 3.0892608 8.6154406 11.6975222 4.3116630 3.4111957 0.5042644 -0.4957356 1.5043153 3.8262332 1.0892947 3.7522348 11.4672009 3.5917632 1.9741989 10.1846644 5.8618561 10.9152596 2.8262332 11.9593751 7.1977917 12.6235702 8.6438562 9.4468193 0.5042644 NA 6.7804295 1.5043153 5.4350418 8.5891133 2.3116484 7.9759798 7.2185506 2.0892608 9.0200046 NA 6.9961582 -0.4957356 9.8541389 4.7137563 1.2179751 9.2082085 4.5917692 NA NA NA -0.4957356 5.3371937 1.0892947 5.9136961 NA 4.7137563 NA -0.4957356 7.8749924 2.9637330 3.8262332 8.3960884 2.6742346 12.8070865 11.2708338 -0.4957356 1.0892947 1.8262332 2.0892608 NA 2.3116484 7.6692118 1.5043153 7.9678292 NA -0.4957356 1.5043153 2.0892608 0.5042644 3.8262332 5.5917692 10.1004945 5.4111957 -0.4957356 9.1097844 10.1079312 2.3116484 10.2550118 1.8262332 1.0892947 10.7186240 5.6128302 10.2398609 7.7672920 7.0817337 6.5703946 1.5043153 2.8262332 -0.4957356 8.5622966 4.4585001 2.6742346 8.8396951 5.8618561 NA 0.5042644 4.8966206 0.5042644 9.5071199 4.5917692 6.3497952 1.3996086 9.2675173 9.5459639 5.7710906 6.3622858 6.6641756 10.7675740 2.8262332 -0.4957356 7.4409431 4.7897084 4.4585001 2.0892608 9.0911447 6.7427096 3.4111957 10.9703813 9.8186276 7.1696404 3.7522348 10.4239131 7.5099294 NA 7.2724889 3.5917632 2.0892608 1.0892947 1.0892947 9.5028952 4.0892693 4.1481613 8.2254041 NA 4.2047433 1.5043153 5.5703931 8.6154406 9.0588936 6.2457714 2.9637330 8.0395804 0.5042644 9.9472483 4.8262332 6.8441546 8.6075926 10.5273661 5.5266729 6.6023366 4.5043026 -0.4957356 10.8290479 4.2047433 8.5650008 8.6990616 0.5042644 11.4119466 1.0892947 9.9073169 7.0967615 5.6941280 4.9637377 4.4585001 8.6720491 5.6122021 2.3116484 6.2591915 1.5043153 10.5280591 6.4815847 4.8262332 10.8847659 18.8530373 2.6742346 7.5811207 NA 9.1004947 NA 10.9462115 4.9305718 10.6297183 6.2185506 4.6335881 12.6873198 9.1143514 8.1517635 10.6425767 0.5042644 5.2856648 7.0588933 10.5411653 5.5486986 2.0892608 7.3371946 3.4111957 5.3622875 7.8793443 5.8966230 8.4171943 8.7480026 6.6941294 0.5042644 5.5703931 1.5043153 1.8262332 7.8574517 6.7897071 6.8880089 3.2047511 1.5043153 12.3804380 8.3622858 1.5043153 7.2922075 6.7616922 5.1481613 8.4958267 7.8396951 NA 10.3316476 7.8219889 10.1995331 2.0892608 NA 5.2856648 NA 3.7522348 NA 4.2591896 3.8262332 13.3443943 7.7331238 8.1589409 6.1908045 3.7522348 NA 6.9637365 4.3622875 7.3930480 6.2987206 8.6067268 -0.4957356 NA 9.3466551 5.6742290 10.3308534 -0.4957356 1.5043153 3.4111957 9.0001598 6.4468186 4.8618561 5.3371937 3.3116630 8.6792306 4.6742290 4.6335881 6.8880089 8.7355259 5.0278662 4.7522348 5.5486986 4.8966206 7.5322110 8.6180470 10.1553565 8.1336616 -0.4957356 NA 4.9305718 6.7616922 2.3502992 5.7331238 9.4512111 8.5890601 -0.4957356 10.1281863 NA -0.4957356 0.5042644 11.1829050 7.4291171 4.8966206 1.0892947 1.0892947 7.9472483 NA 6.0120993 NA 8.3900012 0.5042644 2.8262332 NA 7.2724889 7.9263695 1.8262332 0.106870 0.106870 0.085049 0.027863 0.000000 -0.113120 -0.113040 -0.054286 -0.054286 0.070099 0.049256 0.274580 0.274580 -0.047260 -0.421560 -0.421560 0.390180 -0.412450 -0.380110 0.071966 0.495450 0.101760 0.106870 0.106870 -0.048478 0.030873 0.027863 0.000000 0.000000 -0.113120 -0.113120 -0.106970 -0.067592 -0.067592 0.266870 0.012735 0.012735 -0.418930 -0.418930 -0.418930 -0.418930 -0.047260 -0.047260 -0.421560 0.456490 0.047694 0.076854 -0.412450 -0.412450 0.018243 0.018243 0.016332 -0.386710 0.071966 -0.035176 -0.419 -0.419 0.000 0.000 0.000 -0.422 0.402 0.000 -0.412 0.000 0.000 -0.380 -0.380 0.000 0.000 0.000 0.000 0.107 0.107 0.487 0.487 -0.429 0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.275 0.275 0.000 0.000 0.000 0.000 -0.419 -0.419 0.000 0.000 0.000 -0.422 0.402 0.000 -0.412 0.000 0.000 -0.380 -0.380 0.000 0.000 0.000 0.000 0.107 0.107 0.487 0.487 -0.429 0.102 0.000 0.000 0.000 0.000 0.000 0.000 -0.107 -0.107 0.000 0.000 0.000 0.000 0.275 0.275 0.000 0.000 0.000 0.000 10.218550 8.915816 9.574426 10.787972 6.808085 10.911041 8.529444 7.938933 13.213697 11.059373 11.108395 10.052163 10.609559 9.646412 10.258357 15.735657 13.094190 11.659439 10.255012 7.318086 13.201924 9.432083 11.742411 9.601020 10.891784 12.647847 9.303586 11.167418 10.558231 5.752232 10.984590 10.363063 10.404417 9.216832 12.687320 12.008379 8.759333 8.204745 9.292208 3.504303 12.908781 12.370811 11.518325 4.996158 15.880547 11.403662 8.679231 7.498659 8.573083 11.462858 7.828665 6.311659 7.374669 15.968148 11.358784 4.311663 13.397975 10.238168 10.053127 7.225404 2.674235 10.598383 10.452672 8.001758 7.337195 5.879343 5.733124 8.481585 10.487298 9.881515 8.793033 11.924002 7.081734 9.148161 4.789708 9.961686 11.448285 10.527366 5.089269 9.908382 8.351582 10.177614 6.713758 7.713758 3.896621 4.548702 10.946212 10.629718 4.674229 11.102823 7.298721 NA 13.326477 14.886084 10.542538 9.190805 6.963737 10.757561 10.992145 7.996158 2.311648 3.504303 9.705203 11.951393 9.662915 9.131839 1.504315 9.275794 10.182905 10.093019 13.112560 10.529444 TCGA-BF-AAP0 40 0 NA 454 0 stage iv t4 nx m1 NA yes NA female 2013 no white not hispanic or latino 2 2 NA NA 2 2 1 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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7.0952198 1.8857696 9.0344969 10.3840171 9.8182764 12.6847240 8.4480085 TCGA-D3-A2JE 75 1 841 NA 140 stage iiic tx n3 m0 NA yes NA female 2009 no white not hispanic or latino 1 3 NA NA 3 1 3 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 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9.502299 10.210246 8.542143 10.746205 6.626931 9.009492 3.710129 9.940270 11.555616 11.335960 5.685035 10.933628 7.355016 9.875899 6.444602 7.118931 3.659502 5.437108 10.722124 11.714588 4.896538 10.265244 7.756027 NA 13.182291 14.350308 10.382551 8.853553 5.896538 10.016423 10.101258 3.496002 NA 6.012017 8.585160 12.849089 10.743928 9.199766 2.437095 8.992974 11.118053 9.886256 14.144179 10.199766 TCGA-D3-A8GB 48 1 938 NA 34 stage iiib t3a n1b m0 no yes 3.5 male 2003 no white not hispanic or latino 2 2 NA NA 2 4 2 3 1 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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0.5639391 10.2999505 9.0836078 7.4725438 9.0558244 2.9562797 5.8948881 7.4527149 10.0381844 9.8429842 9.5928236 11.6929324 7.9126996 10.1142373 5.0397043 10.3138409 11.5416092 10.9768059 2.0233973 10.9923316 8.4511922 9.6983977 5.1638851 8.1050683 1.1489341 5.8307573 10.6760851 11.2635439 5.9902356 10.8130849 8.5585654 NA 13.2139012 14.8194980 10.0412238 10.8683228 6.9519887 9.4542357 10.6903533 2.6514306 NA 1.3713358 9.3263535 11.3641555 10.9931166 9.5426819 3.0875307 9.3889302 9.6192540 9.6414548 12.7542591 9.6507712 TCGA-D3-A8GD 63 0 NA 718 42 stage iiic t4b n3 m0 yes yes 20 female 2012 no white not hispanic or latino 2 2 NA NA 2 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 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6.8626609 9.3832792 8.5613651 4.5350887 7.6108536 8.7391774 9.7762978 8.7391774 -1.1373304 NA 11.6320850 9.3654922 15.8481911 11.0057247 NA -0.1373304 7.0818285 9.2656725 8.3505003 10.7050108 -1.1373304 7.2420384 NA 3.9919435 NA -1.1373304 12.6441226 -1.1373304 6.9125086 NA 3.8626597 NA 7.1709996 6.0818296 8.7468310 0.4476321 9.5769060 4.6247443 3.0325770 0.8626696 10.5297720 9.2688655 10.2512160 6.5208716 10.1544068 11.5257737 5.1105888 8.6074942 0.4476321 3.8168557 3.2549719 0.4476321 -1.1373304 3.5630971 8.5990622 2.1845977 8.0425694 2.0325946 NA 2.3221012 NA -0.1373304 5.4018182 13.4011525 2.3221012 3.1845818 12.6086498 11.8626604 4.4476255 6.7874730 8.5190854 9.5253288 9.4727625 5.9070541 8.4883692 11.3439553 6.1935766 -1.1373304 -1.1373304 7.7112836 NA 2.7695602 NA NA 14.6475628 2.7695602 9.4883692 1.8626696 NA 2.7695602 -1.1373304 -0.1373304 -0.1373304 1.4476321 4.4476255 10.5522217 6.7635271 NA 2.6700245 4.8626597 1.4476321 -1.1373304 1.4476321 8.8612507 12.6257690 4.0721144 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11.525774 11.400122 10.899178 10.414849 9.374413 10.489282 14.169861 13.456518 11.829526 12.251619 7.778540 13.233212 11.062946 13.232462 5.549161 11.742244 11.049394 11.274171 11.066620 10.422515 3.110580 12.497698 10.527996 10.072114 9.907055 12.325035 11.613577 9.725298 8.401819 8.366486 4.184590 13.179932 12.2884008 10.2699282 6.7018637 15.3914637 11.6468863 8.3644976 8.8570140 8.2420389 12.6981187 7.7541406 7.1845888 7.6603218 16.8929396 5.1105888 2.3221012 14.6475628 10.7483568 10.6915903 6.7330248 -0.1373304 10.4234709 9.8132163 9.3409043 9.3989076 3.2549719 7.1247551 8.4662870 9.6489301 9.4191666 9.0237923 11.4597818 9.9481328 9.9354630 5.9711848 11.3022316 11.2757594 10.6907969 2.6700245 10.5408203 8.5863895 9.9070545 6.0623333 9.9527728 3.7206396 2.0325946 10.3724355 10.6436102 -1.1373304 11.2284361 7.9421450 NA 12.4027885 13.7299874 10.6983161 10.8007698 7.3014523 9.9401438 10.3050857 10.1721368 7.0623333 4.1845898 11.6495426 13.1573422 9.9822501 9.1664413 4.0325858 9.4476230 10.9685690 10.8832932 13.2387180 9.5324313 TCGA-D3-A8GE 26 0 NA 804 0 stage iv tx n0 m1b NA no NA male 2012 no white hispanic or latino 2 2 NA NA 3 3 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2705560 4.4842928 -1.2705560 2.8168659 3.2529757 8.4725580 3.6836066 NA 2.4298570 2.0513373 NA 1.3143485 NA 5.3293210 -1.2705560 8.7308148 8.4228936 7.5997715 9.6872343 5.9961944 11.5407815 9.3651249 8.8930564 9.2801537 2.3143775 2.4298570 10.6411733 9.5359563 15.2048077 11.5964924 NA 7.8689583 6.8740654 7.3911851 8.4350393 10.4729789 NA 6.4909583 -0.2705560 3.2529757 NA 3.9388597 11.8859639 0.3144065 11.4698200 3.8168659 4.3441183 -1.2705560 9.6013121 7.4228940 8.4211505 NA 10.2505165 4.4080393 3.3732584 7.6362976 8.8968249 7.9241634 11.0462539 11.4790667 5.8586897 10.8861220 2.4298570 12.0446979 -0.2705560 7.9654207 1.5367492 3.9773349 4.6120517 6.3143684 10.0055312 NA 2.5367741 NA 4.9192304 9.7476069 1.8993303 6.1888381 7.3477923 17.1377656 1.8993303 -1.2705560 16.5428497 14.3855243 1.3143485 1.0513025 2.7294005 13.2643783 13.8383395 7.7209289 9.2714714 10.2612755 8.6542193 3.8993303 1.8993303 5.8379306 NA 1.0513025 7.0647966 NA 13.0797106 NA 11.0268962 -1.2705560 -1.2705560 1.5367492 NA NA -0.2705560 2.5367741 5.2529681 7.3696514 9.0924464 1.0513025 2.7294005 2.8993303 2.0513373 2.0513373 9.9136623 8.0670288 12.5075866 4.2839958 2.8168659 1.3143485 0.3144065 6.2685654 6.6601443 1.0513025 1.5367492 1.0513025 3.7737959 NA 6.5748962 NA 2.0513373 NA 12.1694973 4.5873890 11.8175324 11.7325733 8.4298465 2.0513373 0.7294440 10.5221970 NA 0.7294440 NA -0.2705560 6.9241640 2.6362882 0.3144065 8.3068355 NA 0.3144065 NA 3.3732584 7.6332888 2.8168659 10.8990186 6.2132228 2.0513373 3.3732584 -1.2705560 7.2607878 5.9388597 1.3143485 4.6601414 -0.2705560 3.3143630 NA -1.2705560 9.0456884 2.8993303 8.6302737 NA 0.7294440 13.2148588 11.1575052 -1.2705560 5.8689583 2.8993303 1.7294005 NA 2.8168659 9.0445564 -0.2705560 8.4000631 NA NA 2.5367741 -0.2705560 -1.2705560 4.3732654 7.0240271 9.7131129 3.7737959 -1.2705560 5.8689583 9.4842942 1.5367492 10.6857829 3.4298436 8.3181216 9.9253941 6.1302864 9.6908565 8.6884958 7.3293192 10.5741126 NA -0.2705560 NA 8.5889417 2.7294005 7.2954604 10.3311776 1.8993303 3.0513373 6.2322789 1.5367492 0.7294440 5.5873890 NA 9.1692376 7.1403666 9.7819749 9.0445564 6.5238222 8.9192313 4.3441183 7.5780300 2.4298570 -0.2705560 10.7573127 7.3660310 2.5367741 NA 8.7265864 3.8993303 NA 11.1401231 10.1653738 10.0405874 5.5367616 10.5693979 4.7738012 2.3143775 9.3376616 3.7294114 -0.2705560 8.4281114 NA 13.9732502 1.0513025 2.1888440 9.6799626 4.3732654 2.8168659 2.8168659 3.6836066 10.2666252 9.2071649 9.1598592 NA 7.1087847 4.3143703 10.8271097 3.4842928 3.2529757 10.0908024 10.3942985 10.8271097 2.7294005 7.6120502 -0.2705560 10.1217241 -1.2705560 6.3143684 -0.2705560 1.0513025 10.7301111 -0.2705560 8.9192313 10.0445563 6.8740654 6.1302864 4.7954968 10.8035516 8.9948693 4.8168710 6.0603241 -1.2705560 4.1888361 7.8431491 3.3732584 10.3487097 -1.2705560 6.2992630 4.3143703 NA 4.5873890 -1.2705560 11.1361432 3.0513373 11.5258520 6.8483475 -0.2705560 12.6807826 8.4243045 7.8561111 10.3782138 NA 11.8561112 5.2839958 -0.2705560 4.5622974 4.2839958 7.6393002 1.0513025 6.2292534 7.3911851 4.7738012 9.6332886 10.4349355 7.3030537 NA -1.2705560 2.5367741 1.7294005 NA 7.1345485 7.7265860 NA NA 13.7358644 4.7738012 0.7294440 7.2010820 6.4367665 7.3768651 6.1556723 6.6422958 NA 0.3144065 5.3600728 9.7812954 NA -0.2705560 8.5982293 0.3144065 5.5238222 1.7294005 2.0513373 NA 2.1888440 6.5622974 8.0913508 10.0913505 -1.2705560 NA 6.0331873 3.6362998 11.7323976 6.7901021 9.3054658 0.3144065 NA 9.2637096 9.4427932 8.3660315 -1.2705560 8.1929309 NA 7.6089903 7.5780300 3.1217283 6.4573267 2.0513373 9.3181214 1.0513025 4.6601414 2.7294005 7.6302737 5.7846898 4.2839958 5.3587620 11.8488343 7.3255969 9.5140416 9.9037084 3.2529757 -1.2705560 -1.1462438 4.4573251 10.3773149 -1.2705560 8.9534084 6.8062222 7.3986112 1.3143485 9.8689582 NA -1.2705560 1.5367492 11.4990380 7.3624024 8.7995277 6.5173088 -1.2705560 3.0513373 2.1888440 3.1888440 NA 9.1120308 6.8379306 5.5238222 -1.2705560 6.4159074 7.9797053 -1.2705560 0.00120210 0.00120210 -0.01344900 0.00898510 -0.00433170 -0.00157020 -0.00157020 -0.00044220 -0.00044220 -0.00655080 -0.00655080 0.00203450 0.00203450 -0.01179500 0.00610860 0.00610860 0.00036999 -0.00655080 0.00856740 0.00206790 -0.03821500 -0.02265200 0.00120210 0.00120210 0.00522880 0.00898510 0.00898510 -0.00433170 0.00000000 -0.00157020 -0.00157020 -0.00157020 0.00217330 0.00217330 0.00203450 0.02155700 -1.21160000 -0.00690900 -0.00690900 -0.00032316 -0.01130900 -0.01179500 -0.01179500 0.00703650 0.00036999 0.00078600 0.00078600 -0.00655080 -0.00655080 -0.00073894 -0.00073894 -0.00073894 0.00856740 0.00206790 -0.00392370 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 10.617769 8.909316 9.257861 5.470875 6.874065 10.127081 8.182677 7.856111 12.056834 10.886122 12.170016 10.446655 10.980297 9.887385 10.427243 14.059483 13.638456 9.736434 10.685783 9.391185 13.470189 11.981185 8.209187 5.612049 8.894314 13.584373 10.984730 13.500845 10.850616 1.899330 10.450506 10.978817 10.533538 8.565457 12.680783 11.613385 7.014809 7.387618 8.827439 NA 13.480742 12.134814 10.285434 3.121728 13.519346 10.992089 8.549586 7.325597 6.700950 12.175973 5.251715 5.718090 6.138798 15.505428 2.429857 9.747607 13.079711 10.202098 10.508305 10.056398 2.899330 10.378214 8.886754 6.999095 6.470874 4.660141 3.429844 10.241653 10.545990 10.206153 7.963027 10.708117 7.329319 9.506662 3.729411 9.941903 11.671921 10.394298 6.666045 10.605156 8.735256 13.568906 5.268565 9.032046 3.121728 7.762830 11.136143 11.525852 7.608990 10.995529 7.005531 NA 12.099004 13.422404 10.858368 12.016398 6.033187 10.278710 10.894314 -0.270556 NA NA 9.400948 9.781493 9.709546 9.816206 1.051302 9.494278 9.853528 11.520773 13.231679 11.053025 TCGA-D3-A8GI 68 1 1780 NA 1653 stage ia t1a n0 m0 no yes 0.98 male 2008 no white not hispanic or latino 3 1 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.16472266 1.42018594 NA 8.09260177 3.15714075 10.82105564 3.83521670 NA 0.83519648 NA NA 4.42017920 NA 3.15714075 0.83519648 1.42018594 -0.16472266 3.29465015 7.02503876 5.08314102 6.93324568 7.26147816 10.99634560 6.57668085 NA NA 10.50409875 8.50409875 13.96658842 9.66810370 NA NA 5.90130378 3.64256296 6.46457025 9.12523264 NA 7.78940975 0.83519648 1.83519648 NA -0.16472266 12.55353254 2.64256296 3.00513047 NA 0.83519648 NA 6.89049655 3.29465015 9.37243219 6.35877602 9.85341389 3.54229520 2.42018594 0.83519648 3.15714075 5.96449567 8.97987187 4.87960775 10.23822571 13.03335178 10.26462052 7.50054953 NA 2.15714075 NA 2.42018594 NA 2.15714075 5.53565486 NA 0.83519648 NA NA 1.42018594 NA 11.18615288 2.64256296 18.44784829 5.00513945 -0.16472266 16.25655538 14.80882141 -0.16472266 2.64256296 2.42018594 15.03772022 12.65199741 6.76595105 3.29465015 9.16613069 6.94373852 4.29464280 NA 4.59009896 -0.16472266 4.15714075 NA NA 13.76317034 NA 10.08551216 NA NA 0.83519648 0.83519648 NA 0.83519648 1.83519648 2.83521670 5.32706575 5.47906884 1.42018594 2.83521670 NA NA NA 3.64256296 7.71173098 10.94112223 4.92267835 0.83519648 NA NA 0.83519648 -0.16472266 NA 1.42018594 9.37437247 NA NA 3.42017246 NA 3.64256296 NA 9.20590123 3.53565486 13.28410435 5.74210325 9.08551203 0.83519648 NA 9.72851527 NA -0.16472266 NA -0.16472266 8.35091355 -0.16472266 0.83519648 9.65379594 -0.16472266 NA NA 0.83519648 5.08314102 4.78474999 9.16388864 -0.16472266 -0.16472266 -0.16472266 NA -0.16472266 1.83519648 NA 2.64256296 NA 1.83519648 NA 2.83521670 5.98496068 3.15714075 4.87960775 2.15714075 NA 14.25174738 9.43512662 NA NA NA 1.42018594 NA 1.42018594 5.98496068 NA 3.53565486 NA NA -0.16472266 3.00513047 NA NA -0.16472266 11.05498729 1.42018594 NA 4.59009896 10.29464533 NA 11.53044199 NA -0.16472266 9.36854335 1.83519648 7.19276525 6.43185024 4.15714075 6.17506346 NA 1.42018594 -0.16472266 6.02503766 2.15714075 NA 9.15714176 7.14809622 NA NA NA NA 11.45359922 0.83519648 1.42018594 NA 8.43512641 8.34696619 9.03243039 7.36659499 2.42018594 5.53565486 1.42018594 NA 5.76595105 2.83521670 -0.16472266 NA 6.44992283 2.64256296 3.29465015 6.61657384 10.29937140 9.90667613 0.83519648 9.66810370 2.15714075 -0.16472266 7.35091355 -0.16472266 2.83521670 0.83519648 NA 12.41429391 NA 7.28642469 8.00012060 NA 3.15714075 -0.16472266 NA 7.63611342 7.02503876 4.69319700 1.42018594 7.59010120 2.64256296 6.94373852 4.96449567 0.83519648 10.10200022 9.76447206 3.15714075 NA 4.59009896 NA 11.89151275 NA 4.47906884 2.15714075 2.83521670 11.22269258 NA 6.08314102 4.92267835 4.00513945 5.19276624 3.00513047 8.14991018 3.64256296 6.76595105 5.38980426 NA 0.83519648 9.93456147 4.00513945 9.74810310 NA 1.42018594 NA NA 2.42018594 NA 8.84644098 0.83519648 10.05438223 1.83519648 1.83519648 12.32681632 6.53565331 7.71173098 9.56653283 NA 3.15714075 6.61657384 13.58088804 4.74210325 -0.16472266 8.27815717 NA 2.64256296 3.00513047 4.64256873 6.71785735 6.69294602 4.78941105 NA NA 1.42018594 2.15714075 NA 5.53565486 6.17506346 NA -0.16472266 12.56292151 NA NA 10.88029079 3.00513047 1.42018594 2.64256296 2.42018594 NA NA 8.45231373 4.59009896 -0.16472266 0.83519648 2.42018594 0.83519648 5.56313372 NA NA NA 15.53898214 3.31805648 5.69319421 8.44992365 NA NA 5.53565486 4.22753316 5.50763926 -0.16472266 8.50388615 NA NA 6.47907046 5.69319421 5.22752931 NA NA -0.16472266 2.15714075 3.15714075 -0.16472266 -0.16472266 1.83519648 10.33006927 -0.16472266 0.83519648 1.42018594 10.38017813 4.35877602 5.44992448 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8.7689045 7.1019998 8.6225614 11.5455897 4.1571407 9.5716156 3.0051305 10.4618354 9.5304420 9.7644721 2.6425630 9.9240020 9.3390394 12.8364460 5.1927662 6.1750635 3.9226736 3.4201725 8.8464410 10.0543822 5.5631337 10.3821081 6.7421046 NA 12.4088609 12.6180072 9.0446671 10.3955466 5.5356549 8.9874985 10.7937664 NA -0.1647227 5.1927662 10.8904962 13.6559681 8.1883604 7.2781576 NA 8.2656661 10.6736298 9.4126425 12.0397849 7.9173625 TCGA-D3-A8GJ 18 0 NA 7342 2632 stage ii t3 n0 m0 NA yes 2.4 male 1994 no white not hispanic or latino 2 2 NA NA 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.8745216 0.8745216 NA 9.7662978 2.7814017 8.6962881 5.3663677 NA 0.4594316 9.1354338 -0.1254784 5.3007790 6.8402983 7.0544231 -0.1254784 5.4443689 4.3007754 8.9986356 9.2309662 4.9619752 6.9882564 9.1907958 10.2154769 9.1975688 NA 0.8745216 11.4942757 9.3633586 17.3052403 11.2235189 NA NA 6.3663677 7.6294018 8.6092238 10.3257253 1.1964182 8.7200041 0.8745216 4.6024331 0.4594316 NA 11.3943961 NA 7.6754144 -1.1256358 3.0444466 0.4594316 6.4594775 3.2668315 8.4117326 -0.1254784 9.2342637 4.9905465 2.0444291 1.1964182 10.7514148 9.3563135 10.5278071 7.1828532 9.3941505 11.7583030 5.0037956 11.9591565 NA 1.4594841 1.4594841 2.4594841 NA 2.4594841 8.5433992 -1.1256358 7.9406031 0.4594316 -1.1256358 5.5749552 NA 11.8442605 4.5183715 13.8223794 -0.1254784 1.6818540 12.9999277 11.4531228 1.4594841 3.1224408 8.4156108 10.0741866 10.1003241 8.0115051 7.6818695 10.7799012 7.0544231 2.0444291 -1.1256358 7.6460035 NA 2.4594841 NA -1.1256358 13.2368649 1.1964182 10.2293145 -1.1256358 NA 1.4594841 NA NA NA NA 8.1506384 8.9419485 5.9297957 NA 0.4594316 3.8287128 NA NA 3.0444466 8.7540975 11.9446351 3.5749492 3.2668315 NA -1.1256358 NA -0.1254784 1.1964182 6.0343852 -1.1256358 3.3339389 NA 4.9189062 -1.1256358 10.2003706 -1.1256358 11.9419486 3.6818653 11.4662703 9.4481613 9.3026650 0.4594316 -1.1256358 5.8052512 1.6818540 -0.1254784 -0.1254784 1.6818540 8.7417929 2.6818765 -1.1256358 8.7933773 0.4594316 NA NA 4.8052512 3.1964497 6.1210175 9.0076564 4.3663642 1.6818540 NA 4.5469377 -1.1256358 4.3339460 NA 3.2668315 -1.1256358 6.3339460 NA NA 8.6624167 5.4892250 3.9189109 2.1964497 NA 13.0116655 10.6121840 -1.1256358 -1.1256358 2.1964497 0.4594316 NA 2.1964497 7.1964428 -1.1256358 11.1567339 2.1964497 NA 1.4594841 -1.1256358 -1.1256358 2.5749492 1.8745216 9.3482200 7.9270822 -0.1254784 5.6558727 10.7367641 4.3663642 10.4156108 1.6818540 3.6294033 13.1296903 4.3663642 9.8850423 8.9342644 8.9161733 4.4291004 NA 1.6818540 NA 7.0293325 6.0242620 1.1964182 7.6193477 4.9619752 -1.1256358 -0.1254784 -0.1254784 -1.1256358 4.5469377 -1.1256358 4.9189062 6.4586494 9.1817151 8.8688676 7.4818446 6.2232430 3.0444466 5.8745142 1.6818540 -1.1256358 7.1645329 4.5749552 1.1964182 NA 9.6681175 4.1599198 10.2732579 7.6818695 9.9869081 9.4107615 NA 9.8308904 2.9619752 2.5749492 9.7761354 -1.1256358 3.4594710 0.8745216 NA 9.3753562 0.4594316 3.1964497 10.6464163 0.8745216 5.1413020 NA 3.2668315 8.6558738 10.2435663 4.7814069 0.8745216 7.8374103 NA 10.3980762 NA 5.8745142 7.8913226 9.7881516 1.6818540 3.1224408 3.6294033 2.1964497 11.0967053 NA 6.9830392 1.8745216 NA 11.4117326 NA 6.9672712 6.8631988 2.3339389 2.4594841 4.5749552 8.3484228 NA -1.1256358 3.1964497 NA 6.1599157 10.5179195 4.8517940 10.3723660 NA 0.8745216 2.3339389 NA 1.1964182 1.4594841 9.8829429 3.8287128 10.9096569 8.8474940 NA 11.9741907 7.1433138 6.0741864 9.7270437 4.4892218 3.1224408 2.8745216 9.3793331 2.8745216 4.3980767 7.1782954 5.3174560 0.4594316 6.6689304 10.0331238 9.1702831 9.2608941 9.0063712 0.4594316 -0.1254784 0.4594316 NA NA 2.1964497 2.6818765 NA NA 14.9532071 1.8745216 -0.1254784 9.0394211 9.6151382 3.3980767 4.3980767 4.3007754 NA NA 6.0734004 9.5138549 -0.1254784 0.8745216 5.1033340 -1.1256358 3.3339389 2.5749492 NA NA 13.7563943 8.6327375 6.6493007 5.7693327 NA NA 7.0037967 0.8745216 8.2560572 8.1033329 8.7379416 -1.1256358 NA 9.0631030 3.3980767 7.6227071 NA -0.1254784 NA 4.3007754 7.6978815 2.8745216 7.3743605 NA 7.9432925 4.5469377 1.6818540 1.4594841 5.0037956 4.8745167 2.6818765 5.9189085 6.5111391 6.3502479 10.0475666 10.5610148 4.5469377 2.3339389 4.3638019 6.7933770 8.5990280 NA 2.4594841 4.6818709 7.6499926 NA 9.9947521 0.4594316 1.4594841 2.1964497 11.3114860 6.3663677 2.1964497 NA NA NA -0.1254784 7.7723594 NA 8.1668359 NA 4.0839707 NA 7.8885344 7.5291502 NA 0.32205000 0.32205000 0.32173000 -0.00182070 -0.00830050 -0.00788630 0.01335300 0.42688000 -0.00650500 -0.00124730 -0.00526100 1.10950000 1.10950000 -0.00498440 0.00069327 0.00069327 -0.00691950 0.00638710 -0.00901250 0.00000000 -0.00027724 0.40594000 0.00430210 0.00430210 0.00221930 -0.00182070 -0.00166290 -0.00830050 -0.00830050 -0.00788630 -0.00788630 -0.45254000 -0.00650500 -0.00650500 0.00152550 -0.00387790 -0.00387790 -0.44059000 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10.060009 9.405896 11.974191 12.307578 9.833792 7.843181 9.727044 2.459484 13.127475 12.354547 10.952665 6.595614 14.982995 10.961977 8.006371 8.148310 8.925723 11.530716 8.788884 5.444369 6.093683 17.424506 5.003796 5.574955 13.236865 10.442470 10.861067 3.874512 2.333939 10.195315 9.314345 8.981156 8.941948 6.325725 6.131902 10.114709 10.106935 10.045065 8.253892 11.693895 8.916173 9.404921 5.720005 10.649301 11.307317 9.788152 1.459484 10.452887 8.708053 9.397096 6.972547 9.933859 2.874522 1.459484 9.882943 10.909657 4.489222 10.967271 7.561505 NA 12.273124 13.704187 10.316421 9.564512 7.003797 10.429103 10.203750 4.602433 -1.125636 2.459484 10.491522 13.386995 9.369370 9.223242 3.629403 8.809679 10.409790 10.195315 13.278125 9.440568 TCGA-D3-A8GK 45 0 NA 5177 1868 stage iia t3a n0 m0 no yes 2.6 male 2000 yes white not hispanic or latino 2 3 NA NA 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.98499941 -0.96916957 NA 8.04203086 2.73124842 9.42097245 1.83814500 NA 3.78568655 1.35275853 NA NA 0.03083043 0.03083043 0.61579293 6.63813322 8.41018166 1.61574586 8.83815824 -0.96916957 5.79898884 8.99658760 7.35723264 7.99947016 NA 6.63813322 11.11561184 8.81543838 13.11128791 10.71642826 NA -0.96916957 7.79898755 3.03079512 8.55828065 7.46543172 NA 8.78234762 0.03083043 -0.96916957 NA NA 6.66742808 NA 0.03083043 NA -0.96916957 NA 4.93769278 0.61579293 7.76889557 1.61574586 10.98681657 3.62056295 1.83814500 6.63813322 3.42312095 4.16008924 10.41989699 3.88878221 9.85257742 12.19382409 11.19162032 3.67466402 NA 4.27872821 -0.96916957 3.27872821 -0.96916957 2.49023637 6.26920898 NA NA 1.61574586 -0.96916957 7.17546173 NA 4.88878221 5.05317217 12.08082212 1.83814500 3.11826004 11.22955542 11.44733712 -0.96916957 3.11826004 8.75190251 8.76212255 7.92258738 5.25962276 4.49023637 9.72603181 8.01664563 -0.96916957 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10.8601298 2.2007240 6.9849994 11.6780707 12.1938241 10.7290741 10.7049957 11.6148264 9.9065529 11.4207036 14.8515060 12.3355825 11.6443627 11.0084412 9.4155871 13.0421181 11.1802330 12.1169397 7.9466829 12.7212380 11.2526926 10.9153556 11.2590209 11.5918527 -0.9691696 10.0982378 9.3459529 9.5738352 10.0772454 12.9404153 10.9451848 8.7277711 9.0874411 8.6325743 3.0307951 14.3642733 13.25796810 4.64551145 6.97331853 16.48527923 11.76233461 7.76551287 3.20072405 9.69347180 11.54601049 9.02699449 3.88878221 3.73124842 11.81236806 11.19162032 7.17546173 14.84508024 7.76889557 11.44072468 3.49023637 0.03083043 9.11295237 5.79898884 9.80648776 8.86843151 1.35275853 6.73816253 9.21691776 9.99297642 9.20697648 9.16250614 10.86052616 5.09689433 9.62045463 2.03079512 9.97111700 11.13048002 11.01308409 0.03083043 9.87079454 7.94069650 8.87786079 3.61576939 5.18054970 3.88878221 4.91344476 10.54008366 11.41504756 2.83816518 10.86685382 8.50292566 NA 12.85496667 13.96771739 9.98063015 10.33629522 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.3004166 NA 3.1749177 -1.2845459 8.5483757 7.5388532 NA 5.8753574 0.7154541 NA 0.7154541 NA 7.3914430 2.5228342 4.0730404 4.7815748 2.1749177 9.6246290 -1.2845459 7.9705143 9.5804457 8.4280130 8.1333385 NA 1.3004752 11.5790914 9.2380674 14.8675726 11.0480819 -0.2845459 -1.2845459 7.4770369 4.7598802 9.0916112 6.4968458 NA 8.9491056 0.7154541 2.3004459 NA -1.2845459 8.4107142 1.3004752 3.6696844 NA 2.1749177 NA 8.0008879 0.7154541 7.6072696 -1.2845459 10.7214612 5.8282914 2.6223682 1.7154981 1.5228593 3.9634094 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8.8703040 1.7154981 6.6812707 8.8677708 10.1754297 9.3274235 8.7663550 11.9400905 4.1078050 9.4853238 2.0374174 9.7680539 12.3582145 11.1459384 0.7154541 12.1806696 6.0746210 9.2390478 4.1078050 5.6343493 1.8854182 4.6223740 10.6711358 11.0883509 3.6696844 10.6557995 8.5260575 NA 11.9420486 14.1393896 10.8072518 8.7530328 5.7267141 9.8897875 10.9157715 -0.2845459 7.6193675 5.6223769 8.3521105 12.0333719 10.0724880 10.2410066 0.3004166 9.6298709 10.8734643 10.0124020 12.4317695 10.8919707 TCGA-D3-A8GM 73 1 3259 2897 596 stage iib t3b n0 m0 yes yes 3.8 male 2005 yes white not hispanic or latino 2 1 NA NA 1 4 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.34458708 1.02268739 -1.56234612 11.93691957 -0.56234612 8.09769243 5.56697950 NA 2.34460128 7.49297876 -1.56234612 4.19258083 -1.56234612 2.43770714 2.34460128 1.02268739 NA 6.44892407 9.58299191 -1.56234612 9.27532442 9.13466401 8.55533955 8.18756586 -0.56234612 6.56181795 11.63859511 9.31804541 16.52100479 11.28553689 NA NA 8.49974266 7.27058687 8.69036192 8.35655981 -0.56234612 9.15965012 1.02984156 0.43765388 NA NA 10.73604553 0.02261638 3.56698559 NA 5.41497776 NA 6.68562344 5.79524745 8.27216740 0.02261638 10.24182755 3.44129755 2.24503923 -0.56234612 7.78199239 7.92754451 11.60480098 6.65201604 7.81490734 12.18735647 9.78421032 5.86396074 NA 6.00755209 1.43770714 4.13813456 NA -0.56234612 7.17578904 0.43765388 4.81273438 -1.56234612 NA 2.96125288 NA 5.32034026 2.34460128 14.05946223 3.08156120 -0.56234612 13.71607337 11.72973051 1.60762622 5.46006430 2.13812637 10.63122190 11.98314368 5.17916467 3.68562624 10.77057222 6.99993914 0.75966719 NA 6.40348077 NA 2.68562624 3.39189142 NA 14.93579090 NA 10.92176412 1.60762622 3.83001188 0.75966719 NA -1.56234612 -1.56234612 -1.56234612 7.05240611 7.17916367 5.72309980 NA 1.24506967 2.68562624 -1.56234612 NA 1.75962458 9.79689702 12.23556065 5.47111916 5.66651518 -1.56234612 -0.56234612 0.43765388 0.75966719 NA 4.08155268 4.34458708 0.02261638 NA 4.48209319 -1.56234612 2.34460128 NA 11.66139658 3.08156120 12.28543901 7.12069097 8.73441767 NA 0.43765388 5.89712907 NA -1.56234612 NA 2.34460128 10.44016000 1.02268739 -1.56234612 8.86919406 0.02261638 1.02268739 2.52516685 2.13812637 4.02266076 8.98519841 8.96810285 2.13812637 -1.56234612 2.24503923 2.68562624 -1.56234612 1.60762622 NA 1.02268739 NA 0.75966719 2.24503923 -1.56234612 7.10658178 2.34460128 5.40348247 NA 4.21906007 12.97005244 11.58251404 -0.56234612 2.52516685 1.43770714 NA NA 1.89712423 6.61760558 -0.56234612 6.69036262 NA -1.56234612 -1.56234612 8.04317606 NA -1.56234612 1.02268739 9.59693719 6.47111916 1.02268739 3.48208673 9.78697773 0.02261638 11.82705898 1.24506967 0.75966719 8.19091309 5.20588120 8.35058564 7.58005878 9.48345627 3.83001188 NA -1.56234612 NA 4.66651802 8.70799198 2.83001188 7.71614587 2.68562624 NA 2.75962458 NA 7.06705354 13.19670041 NA 4.83001188 2.53530649 9.37138723 8.60762141 9.17578879 3.13814276 -0.56234612 8.66651518 -1.56234612 1.02268739 5.94549066 4.16561453 2.68562624 1.24506967 8.26106391 3.68562624 7.60511500 7.19591940 10.41626394 8.69626269 NA 10.48447945 -0.56234612 0.02261638 9.11277154 -0.56234612 5.08155268 NA -0.56234612 8.74830927 NA 8.19758482 8.42068998 -1.56234612 4.34458708 NA 6.54622156 8.87440815 8.89302358 3.43769382 0.75966719 7.89507718 NA 11.19216648 0.75966719 0.02261638 7.38606337 11.40293967 -1.56234612 1.24506967 1.24506967 -1.56234612 11.44612511 NA 7.28631933 0.02261638 -0.56234612 11.03784171 1.24506967 6.98459049 4.75962458 4.75962458 3.72309980 3.86395827 7.57499534 1.24506967 7.02641167 5.44892407 NA 4.13813456 13.42740144 2.89712423 10.67371073 NA 2.13812637 0.02261638 NA 0.43765388 -1.56234612 10.62659437 5.71382227 11.72958663 5.97685621 0.43765388 11.91735048 3.88395311 6.99993914 8.30960186 -1.56234612 7.83430101 0.75966719 10.72396549 4.19258083 NA 8.58744375 2.75962458 1.89712423 4.70448469 6.51451208 10.22396609 8.99028865 6.99228579 0.02261638 -1.56234612 0.43765388 0.02261638 NA 3.60762622 4.19258083 NA NA 10.96810285 0.02261638 0.02261638 9.53572853 6.05240720 0.43765388 2.13812637 4.21906007 NA -1.56234612 4.89712907 7.61760558 -1.56234612 NA 3.48208673 0.43765388 1.24506967 NA 2.34460128 0.75966719 13.78483340 6.61262232 2.34460128 12.08481762 NA NA 6.43769715 1.43770714 7.25147768 5.17916467 7.28669452 -1.56234612 NA 8.52780891 4.43769382 4.77754596 NA 0.02261638 NA 2.34460128 6.92151250 2.34460128 4.74147777 -0.56234612 6.83857617 3.13814276 2.52516685 1.89712423 7.09590755 5.52516058 3.96126215 7.25468001 3.52515431 10.66651518 9.83804223 9.86867164 2.89712423 0.02261638 1.40119355 3.89712423 6.81707447 NA 4.41497438 3.29567895 5.82958575 -1.56234612 9.15708541 -1.56234612 NA 7.28318654 11.91406299 5.83857617 -1.56234612 NA NA 1.02268739 NA 5.75057971 NA 9.26900368 NA 6.59251534 NA 6.72272831 7.26424460 -0.56234612 0.654060 0.264040 0.262360 0.219720 -0.184330 1.411200 -0.287620 -0.168410 -0.168410 -0.093535 1.156400 -0.200370 -0.200370 -0.183580 -0.058462 -0.058462 0.171790 0.264200 0.298030 1.910400 0.252930 0.159200 -0.595650 0.654060 -0.167260 0.219720 0.219720 -0.184330 -0.184330 1.411200 0.554600 -0.287620 -0.168410 -0.168410 -0.200370 0.245440 0.208280 0.165500 -0.538040 -0.514450 -0.521710 -0.183580 -0.166630 -0.058462 0.217910 0.609190 0.659030 0.264200 0.264200 -0.585790 -0.585790 -0.585790 -0.158730 -0.160900 0.044715 0.151 -0.363 -0.184 -0.184 0.000 0.000 0.172 0.191 0.264 -0.586 -0.586 -0.159 0.139 0.000 0.000 -0.180 -0.180 0.654 0.262 0.253 0.253 0.214 0.159 -0.171 -0.171 0.220 0.220 -0.184 -0.184 1.411 0.555 -0.168 -0.168 0.000 0.000 -0.200 -0.200 0.208 0.208 0.000 0.000 0.151 -0.363 -0.184 -0.184 0.000 0.000 0.172 0.191 0.264 -0.586 -0.586 -0.159 0.139 0.000 0.000 -0.180 -0.180 0.654 0.262 0.253 0.253 0.214 0.159 -0.171 -0.171 0.220 0.220 -0.184 -0.184 1.411 0.555 -0.168 -0.168 0.000 0.000 -0.200 -0.200 0.208 0.208 0.000 0.000 10.274536 9.382409 9.323393 9.063405 8.499743 11.029453 6.976855 8.122445 12.743903 12.187356 11.623966 11.463528 11.459891 8.985555 11.298977 13.943260 13.058718 11.211248 11.827059 5.482090 12.359630 12.024302 13.276260 5.308062 10.070237 10.924532 9.955366 12.679382 10.535729 1.437707 11.118715 11.633530 10.091437 9.163063 11.917350 11.724542 9.110122 8.825714 10.230487 2.897124 13.650231 12.91418959 8.56311007 5.32034026 16.63059032 11.67296285 8.72309877 6.15194200 9.54360511 10.81950981 9.82855876 8.56052467 4.83001188 14.34925235 9.78421032 2.96125288 14.93579090 9.18672784 10.69449492 4.64714755 -0.56234612 9.84283792 8.35058564 9.83777015 8.30651927 2.13812637 6.05240720 9.56569084 10.54032839 9.40131517 9.83697439 10.23940484 9.48345627 10.39152920 6.31421434 10.86212527 11.40113450 11.40293967 6.98844384 12.97933766 11.47296646 9.69154394 6.30188208 7.71614587 2.60762622 7.16561654 10.62659437 11.72958663 0.02261638 11.29936505 9.19007726 NA 10.50277602 13.05297267 10.83269503 10.30921678 6.43769715 9.47867114 10.59725256 6.21905620 1.75962458 2.89712423 11.15086820 11.82099579 10.60730840 10.47077528 1.89712423 9.53770181 11.74261820 10.44927320 11.99384328 10.79744608 TCGA-D3-A8GN 27 0 NA 4897 1111 i or ii nos tx n0 m0 NA no NA female 2000 no white not hispanic or latino 2 2 NA NA 2 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.1811662 1.5030943 -0.8188338 9.1965645 2.1811344 8.8693998 3.1811503 0.1811662 -0.8188338 7.0637920 -0.8188338 5.8250045 -0.8188338 6.6730023 2.7661075 6.7047115 NA 8.0076978 9.2377872 5.4479362 9.7819916 8.4917621 9.8339944 9.6178610 1.1811662 -0.8188338 11.6649652 8.9674191 16.5739699 10.5953062 NA NA 6.9158591 8.0820165 8.5143050 10.4555276 NA 8.4917621 NA 3.9885029 NA 1.1811662 11.3844974 NA 7.1059619 NA 1.7661287 0.1811662 8.1353456 4.5386996 8.3635439 -0.8188338 8.8177742 4.1413837 0.1811662 NA 9.1295167 8.3130064 10.6507913 8.0045166 9.4479360 11.6408372 7.3660249 11.2886935 0.1811662 1.7661287 2.9885029 1.5030943 0.7661287 4.7661128 8.4642378 0.1811662 6.6968493 NA NA 7.9690520 NA 9.2699376 0.7661287 15.4972011 2.7661075 2.5030688 14.6455356 13.2394795 2.1811344 4.9885029 4.5386996 11.2978183 12.1098528 9.2337175 6.2791815 10.3869427 7.5165400 NA 0.1811662 5.9090698 NA 2.9885029 5.8676494 NA 14.6985377 1.7661287 10.0328984 -0.8188338 1.7661287 1.7661287 NA -0.8188338 -0.8188338 2.7661075 7.1411518 9.6649652 7.1059619 -0.8188338 2.8815863 1.9885211 NA NA 2.9885029 8.2418454 12.1843159 3.9885029 1.1811662 0.1811662 2.9885029 -0.8188338 1.9885211 4.7357388 3.4290803 0.7661287 0.1811662 NA 3.7047060 -0.8188338 4.9625074 NA 11.9897115 6.0140406 11.9663976 8.1979578 9.6189015 2.6405747 NA 5.4479362 -0.8188338 1.9885211 NA 1.7661287 8.5734669 3.9360348 NA 7.9852807 0.1811662 NA -0.8188338 1.1811662 5.1353461 4.1556764 8.7222461 3.7661075 5.4665521 -0.8188338 5.8535741 -0.8188338 3.5030815 NA 3.9360348 -0.8188338 1.1811662 3.3510770 -0.8188338 7.6282326 1.9885211 6.5905406 1.7661287 -0.8188338 13.4503492 9.9706831 NA 4.2686140 0.7661287 0.1811662 NA 3.0880398 8.1839643 -0.8188338 8.3635439 5.0637920 -0.8188338 1.5030943 NA 2.1811344 1.5030943 2.1811344 8.9804309 5.8676494 1.1811662 7.3906032 10.6604244 7.2145727 9.4514448 -0.8188338 1.9885211 11.0695122 5.3308954 9.2364319 8.5751618 7.1755026 5.6074132 NA 2.7661075 NA 6.2035164 6.6074147 1.7661287 8.6649652 1.1811662 -0.8188338 -0.8188338 NA 1.5030943 11.6921608 -0.8188338 7.5342959 3.6484309 8.6988189 8.0789951 7.0940386 5.7047115 1.1811662 9.0835245 2.1811344 0.7661287 5.5030784 4.6730023 2.5030688 NA 8.7357384 5.0880398 11.4045479 9.0313362 9.5804059 7.4619206 1.9885211 9.2948916 2.6405747 NA 8.4985620 2.8815863 10.1881767 NA NA 9.7366972 2.6405747 1.7661287 9.3473124 1.1811662 4.1353461 0.7661287 2.3510629 8.8798540 9.2445446 5.4479362 0.1811662 7.8850533 -0.8188338 10.4677072 1.7661287 1.9885211 8.9377057 10.2719235 2.5030688 -0.8188338 3.9885029 NA 11.1433225 0.1811662 8.4051513 8.4171635 1.7661287 11.6136913 NA 8.1783287 4.8535765 4.7661128 2.3510629 7.6323606 9.0568374 NA -0.8188338 5.0637920 NA 6.2686122 11.5881516 4.4665488 10.7135053 NA 1.7661287 NA NA 1.5030943 0.1811662 8.5841613 4.7958604 10.6578957 6.9493342 NA 12.3147733 9.6285633 6.2255429 10.2916328 5.8676494 4.4665488 3.7047060 1.1811662 3.2686140 7.2255439 8.1726715 4.1811503 0.7661287 6.2472383 8.5187712 9.0653200 9.0956542 8.5430933 -0.8188338 NA -0.8188338 1.1811662 NA 6.7958591 4.7357388 NA -0.8188338 13.0231068 1.1811662 NA 7.7847755 7.3308963 2.6405747 8.5209993 5.1118868 NA 0.1811662 6.3539778 9.5131859 0.7661287 1.5030943 3.8250020 2.5030688 3.6405862 -0.8188338 NA -0.8188338 13.4828600 8.1089274 8.4526123 7.3954682 -0.8188338 NA 5.7661128 2.9885029 8.2200682 7.0576669 9.4528810 0.7661287 0.7661287 9.8464853 3.8250020 5.8676494 0.1811662 NA 5.4665521 1.1811662 6.0880398 2.3510629 5.0880398 -0.8188338 8.9310188 3.6405862 3.5734715 0.1811662 5.5561903 4.9885029 2.7661075 4.9885029 5.4290769 6.1118868 9.9124684 9.8357855 2.3510629 2.3510629 5.8754729 4.5386996 8.1469337 NA 3.5030815 5.2896722 7.2381123 -0.8188338 10.3321659 NA 2.3510629 -0.8188338 10.8513631 7.7433918 3.3510770 -0.8188338 NA 0.1811662 0.1811662 5.9090698 -0.8188338 8.2844373 NA 6.0515135 NA 8.1811493 8.5713184 1.7661287 0.06107900 0.06107900 0.06107900 0.19140000 -0.06056100 -0.17200000 -0.05617300 0.25027000 -0.43539000 0.14444000 0.14444000 0.01028500 0.00047363 -0.41937000 -0.19637000 -0.19637000 0.03425400 -0.21243000 0.16865000 -0.35886000 0.02202400 -0.19450000 0.06107900 0.06107900 -0.00138580 0.19771000 0.19140000 -0.06056100 -0.15375000 -0.17200000 0.07210900 -0.43116000 -0.42887000 -0.42887000 0.01028500 -0.41476000 -0.41476000 0.01321300 -0.41871000 -0.79620000 -0.41970000 -0.41937000 -0.41608000 -0.20078000 0.03425400 -0.26793000 -0.26793000 -0.20349000 -0.20865000 0.01474900 0.00474610 0.00474610 -0.41113000 -0.35886000 -0.07861000 0.000 -0.419 -0.419 -0.419 -0.196 -0.196 0.000 -0.268 -0.209 0.000 0.000 -0.242 0.169 -0.192 -0.192 -0.359 0.000 0.000 0.000 0.000 0.000 -0.397 -0.194 0.000 0.000 0.191 0.191 0.000 0.000 -0.116 0.000 -0.179 -0.429 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 -0.419 -0.419 -0.196 -0.196 0.000 -0.268 -0.209 0.000 0.000 -0.242 0.169 -0.192 -0.192 -0.359 0.000 0.000 0.000 0.000 0.000 -0.397 -0.194 0.000 0.000 0.191 0.191 0.000 0.000 -0.116 0.000 -0.179 -0.429 0.144 0.144 0.000 0.000 0.000 0.000 0.000 0.000 10.0789950 9.8720204 9.8763777 7.2035173 6.9158591 11.2003927 7.3954682 9.3978954 12.6374102 11.6408372 10.6410933 9.4996922 10.2942404 9.6829867 11.0352386 14.7018295 13.4259592 11.2758869 9.4514448 8.2391412 13.4790688 11.0786168 12.7044664 6.8746359 9.7115558 11.7236977 10.7314153 10.3598143 10.2173231 0.1811662 11.5392512 9.9460211 9.3410208 9.7857027 12.3147733 11.4774921 8.4075618 8.2255434 9.1029903 2.8815863 13.1336177 12.1011300 9.0234999 1.9885211 15.7559495 11.7533760 8.4917621 7.0576669 7.2526115 10.8702739 8.1176992 7.6282326 6.2035164 16.6747235 7.3660249 7.9690520 14.6985377 10.2519413 9.8402535 5.8105048 0.1811662 10.5507468 11.8700554 8.7807648 8.7007858 2.5030688 7.4711679 9.1104079 9.8658981 9.0156205 7.7241809 12.1223805 7.1755026 10.1916775 3.9360348 10.6988188 10.7347787 10.2719235 2.8815863 10.2303174 8.7829203 10.6849752 7.8032012 9.7604653 2.5030688 2.3510629 8.5841613 10.6578957 3.5734715 11.2609675 7.3812141 NA 12.4764879 13.5894792 10.5008216 9.5852266 5.7661128 9.9435315 10.3728256 2.7661075 -0.8188338 2.8815863 9.5485642 13.1176972 9.1979578 9.1309762 5.5734654 9.4826456 9.8658981 10.7829203 12.6190315 10.0187774 TCGA-D3-A8GO NA 1 NA NA NA i or ii nos t2 n0 m0 NA yes 1.2 female NA no white hispanic or latino 3 2 NA NA 3 3 4 1 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.5823151 1.2603870 -0.7396130 5.3688940 3.0677248 9.8387405 6.8453307 1.8453495 2.4302853 7.7641935 NA 7.2261521 NA 7.5641487 3.4302987 5.9608082 5.5641495 5.5641495 8.6223118 5.2145639 8.1368850 8.8377966 11.3054449 9.7022745 NA 6.7602143 10.7136385 9.1105548 15.6465840 10.8584204 NA 0.2603870 7.0152556 8.1521515 7.1732574 9.2390784 -0.7396130 8.7582199 1.5823151 3.7839280 NA 10.3331704 13.1491111 3.5822910 4.5457707 0.2603870 5.7839307 NA 6.3047629 3.5082892 9.4807462 NA 9.3597157 5.8780190 1.5823151 1.5823151 8.4024749 7.6397466 10.8420392 5.0417292 10.5451920 11.3314950 10.0227499 12.0527515 NA 1.8453495 4.5082955 1.5823151 NA 4.9327935 9.6718789 -0.7396130 5.5641495 1.2603870 NA 7.5224631 NA 2.0677075 6.1430117 13.0947402 2.4302853 11.7056415 11.9499291 11.3724815 5.2827363 6.8226103 8.9642715 9.7711321 10.3597157 7.6090960 7.9814668 10.6294199 4.2145678 3.0677248 NA 7.0351554 NA 3.5822910 NA NA 11.6587589 1.5823151 10.9887136 0.2603870 -0.7396130 2.5822910 NA 3.5822910 2.5822910 6.5082955 7.1612347 9.0335070 6.8226103 NA 2.4302853 2.2603569 0.2603870 2.2603569 2.5822910 8.1672586 11.7609608 3.4302987 1.2603870 -0.7396130 0.8453495 -0.7396130 3.9608082 2.7197968 1.2603870 0.2603870 2.7197968 NA 5.0417292 NA 3.3478357 NA 10.6245025 3.4302987 11.6644450 8.6824325 9.8396838 0.8453495 -0.7396130 4.7198022 NA NA 0.2603870 0.8453495 8.4302928 3.5082892 0.2603870 10.1665068 0.2603870 6.6526858 NA 2.9608082 3.5082892 4.0195240 9.5189340 4.6526873 1.8453495 NA 6.2827363 5.7197995 5.9327935 -0.7396130 4.4302920 1.2603870 5.0417292 -0.7396130 -0.7396130 7.6397466 2.2603569 3.0677248 5.6697581 4.3896494 13.3177674 9.5130333 -0.7396130 NA 1.5823151 -0.7396130 NA 1.8453495 7.7238923 1.8453495 7.3210640 NA -0.7396130 0.8453495 -0.7396130 1.2603870 3.2603720 5.0417292 10.4618793 5.4501918 2.4302853 7.9814668 9.4477199 1.8453495 11.1829523 NA NA 11.2582530 3.5822910 9.8481455 6.9915513 6.3999196 6.3583998 NA 0.8453495 NA 7.8824199 3.9608082 6.8528254 7.9642715 7.2433616 2.0677075 1.2603870 0.8453495 NA 5.0417292 NA 4.1672616 4.3423058 9.0302058 11.0413177 6.6090960 10.7007180 1.8453495 8.8245174 3.0677248 0.2603870 9.3715035 6.5822956 3.5822910 NA 8.2347825 4.7198022 9.5789106 6.5082955 10.1441949 7.5503866 1.2603870 10.2131091 2.4302853 1.2603870 7.0152556 0.2603870 4.9042240 NA 2.4302853 7.7320433 5.5641495 3.5822910 8.8490826 0.2603870 5.4891865 -0.7396130 3.2603720 8.1822086 8.7053829 7.3844894 4.0152567 8.8879017 -0.7396130 9.9451165 3.9608082 5.9468689 9.1881460 9.6516114 2.9608082 2.8453295 5.9468689 3.8453295 10.0837351 -0.7396130 8.6591115 6.3478304 0.2603870 11.0039400 0.8453495 8.4075728 8.1940585 9.4734722 4.0677248 5.0677248 7.7345606 1.2603870 1.8453495 4.6179214 NA 8.0052018 7.3425165 5.8302224 9.9865860 -0.7396130 1.8453495 2.2603569 NA 3.9608082 NA 9.4795364 4.4302920 10.7834397 6.6179199 3.9608082 13.2849882 8.2012099 7.7878451 9.6960382 6.7760671 4.6526873 5.3264583 9.1747529 2.2603569 2.5822910 6.5822956 2.8453295 2.4302853 4.9042240 9.6939533 9.2882739 8.0968285 7.3844894 0.8453495 NA 2.7197968 0.2603870 0.2603870 5.3264583 3.9042240 NA 0.2603870 13.3103015 1.2603870 NA 6.5457707 6.8528254 4.0677248 6.7279735 5.2603682 -0.7396130 1.8453495 7.6564163 9.0628842 3.1672616 NA 5.5082955 0.2603870 3.0677248 -0.7396130 NA 3.7197968 13.4609600 8.4202394 7.6440719 9.1807208 NA -0.7396130 5.7197995 1.5823151 7.9398477 6.8072622 8.6385760 1.2603870 0.2603870 9.2072743 5.3478322 6.4501918 -0.7396130 -0.7396130 NA -0.7396130 4.9882893 3.1672616 4.1183514 -0.7396130 7.7074509 4.1672616 2.5822910 0.8453495 9.2589584 4.7198022 4.2145678 9.4227592 5.6354062 7.7522207 10.9024196 10.9015165 4.9327935 3.7197968 0.2603870 4.4302920 6.7995264 6.0876792 3.3478357 4.6866350 7.8542070 -0.7396130 10.4783256 NA 0.8453495 2.9608082 11.0114935 7.1183493 -0.7396130 2.8453295 NA -0.7396130 -0.7396130 4.6526873 1.5823151 8.6090960 NA 6.1058582 NA 7.6223118 9.5957582 NA 0.23568000 0.23568000 0.27296000 -0.03517600 0.41295000 0.19817000 0.19817000 -0.04170200 -0.04170200 1.52840000 1.38790000 0.26545000 0.26545000 -0.03067700 -0.01945200 -0.01945200 0.10410000 0.28580000 0.01237600 0.00041593 0.91339000 -0.29438000 0.00000000 -0.34010000 -0.11913000 -0.03517600 -0.69947000 0.41295000 0.50672000 0.19817000 0.19817000 0.19817000 -0.04170200 -0.04170200 0.26545000 -0.34630000 -0.32275000 -0.51465000 -0.51465000 -0.51465000 -0.51465000 -0.02397700 -0.03708900 -0.01945200 0.10410000 -0.62684000 -0.30932000 0.28580000 0.28580000 0.28903000 0.28903000 0.31257000 0.01237600 0.00041593 0.06837800 -0.515 -0.515 0.000 0.000 0.000 0.000 0.104 -0.343 0.286 0.289 0.289 0.000 0.000 -0.334 -0.334 0.000 0.000 0.000 0.236 0.913 0.913 0.273 -0.294 -0.119 -0.119 0.000 0.000 0.413 0.413 0.198 0.198 0.000 0.000 1.440 1.440 0.265 0.265 -0.346 -0.346 0.000 0.000 -0.515 -0.515 0.000 0.000 0.000 0.000 0.104 -0.343 0.286 0.289 0.289 0.000 0.000 -0.334 -0.334 0.000 0.000 0.000 0.236 0.913 0.913 0.273 -0.294 -0.119 -0.119 0.000 0.000 0.413 0.413 0.198 0.198 0.000 0.000 1.440 1.440 0.265 0.265 -0.346 -0.346 0.000 0.000 9.686633 9.933677 9.661247 7.508296 7.015256 9.286891 8.756223 8.430293 11.276943 11.331495 11.477417 9.800496 9.734074 10.031857 10.633777 17.232265 13.526349 10.472256 11.182952 8.130733 12.331830 11.627783 11.049494 6.882419 9.271595 15.730534 8.867698 10.044185 10.380606 5.143010 11.225070 10.778037 9.658043 11.004361 13.284988 11.565575 9.258958 8.229035 9.455125 3.508289 12.860978 12.3142938 9.0900907 0.8453495 15.7651856 11.2687965 7.4302928 6.3264565 7.7878451 11.5399785 7.3999196 5.7995277 7.2659928 17.1491944 10.0227499 7.5224631 11.6587589 10.4933883 9.6201175 8.2433616 2.4302853 10.1955329 10.2554284 8.6534366 7.4452433 4.6179214 7.9882882 10.7421673 9.3331703 9.7829494 6.4101155 11.1574570 6.3999196 9.2433616 4.4698209 9.7022745 9.1214548 9.6516114 5.6002192 9.6354072 8.6612900 10.2603679 5.4302920 7.8824199 7.8528247 0.8453495 9.4795364 10.7834397 4.5822971 10.6024426 6.9887642 NA 12.4768106 13.7131239 10.2799586 9.7310267 5.7197995 10.7834397 10.8240408 10.1665068 6.2376478 3.5082892 8.8130369 11.8539925 9.2504718 8.0152556 4.0677248 8.2462100 10.0644989 9.7461972 13.6043170 9.4867801 TCGA-D3-A8GP 77 0 NA 4646 1526 stage iii t2 n2c m0 NA yes 1.8 male 2002 no white not hispanic or latino 1 1 NA NA 3 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.1242289 NA NA 12.7192443 -0.8756719 9.4651827 4.9315743 4.2535053 1.1241958 -0.8756719 NA 1.1241958 1.4461503 2.7091803 2.2941355 5.0549570 1.4461503 4.0311128 9.2156553 2.2941355 5.7535778 9.5079242 9.4119323 10.0273486 NA 4.3721442 11.6650744 9.2444578 16.0771090 11.4407843 NA NA 6.7824308 5.7241318 8.3673938 6.7166768 NA 7.8924044 NA 1.1241958 NA NA 7.0250864 NA 2.1242289 NA 0.7092024 NA 5.4992591 1.1241958 8.1983615 NA 8.3165128 4.8014484 1.7092024 3.2116820 5.5504852 4.6788100 11.1675891 4.4096217 9.9436007 12.2752365 9.6339949 6.2327452 -0.8756719 0.7092024 2.4461503 4.2116820 NA 5.7241318 7.9976639 NA 1.1241958 1.1241958 NA 4.5165384 NA 12.7998462 5.8791078 12.7367429 -0.8756719 2.9315696 11.6273003 11.1514348 NA 1.1241958 8.5958952 9.3348914 8.4573751 6.7608450 4.4817704 11.1139692 4.6477807 NA -0.8756719 2.5836635 -0.8756719 1.1241958 0.1241958 0.1241958 12.8839968 3.2116820 10.7148070 NA NA 2.5836635 NA NA NA NA 8.9930425 3.3721442 5.3530374 NA 0.1241958 0.1241958 -0.8756719 -0.8756719 2.5836635 8.8124703 12.4319900 6.0549570 NA NA 0.1241958 1.1241958 0.7092024 -0.8756719 1.4461503 -0.8756719 -0.8756719 NA 1.4461503 NA 9.1970090 NA 12.4970850 3.7091803 12.7167938 4.7389299 8.9039394 NA NA 2.1242289 0.1241958 0.1241958 NA NA 8.6691845 -0.8756719 NA 8.3361084 NA NA NA 0.1241958 3.3721442 6.6855464 9.5557176 NA 4.7091803 -0.8756719 6.8315796 1.7092024 NA NA 7.8623119 NA 5.2535015 0.7092024 NA 5.1014988 0.1241958 2.9315696 5.0068635 -0.8756719 11.4723948 9.4371029 NA 2.2941355 -0.8756719 NA -0.8756719 0.7092024 5.0068635 NA 4.9821996 NA -0.8756719 NA 4.6477807 NA 2.5836635 NA 8.6180753 -0.8756719 NA 7.3721477 9.3324542 NA 11.1497056 -0.8756719 NA 7.2991457 0.1241958 5.6320151 7.3902567 3.8246559 2.4461503 NA 0.1241958 -0.8756719 5.5165384 7.0129630 NA 8.5856994 2.4461503 NA NA NA 0.1241958 8.6614382 NA 8.0608580 3.4014666 8.7481016 9.1548870 3.2941502 9.7490155 NA 3.8246559 -0.8756719 NA 2.2941355 5.6477807 0.1241958 NA 6.1242206 8.7259906 10.5738845 4.9821996 9.6332724 7.9251200 -0.8756719 9.8849399 0.7092024 -0.8756719 5.8246584 2.5836635 2.4461503 1.4461503 NA 7.2535034 NA 1.4461503 5.9315743 NA 1.9315696 1.1241958 -0.8756719 8.3863148 5.2116820 3.5165321 3.9315791 8.0190375 0.1241958 11.0802330 0.1241958 0.1241958 8.2457533 10.0175215 1.7092024 NA 4.3721442 NA 10.5928440 NA 4.0784134 1.9315696 1.1241958 11.5146576 NA 4.0784134 5.4280017 2.1242289 0.7092024 2.1242289 5.3859383 1.9315696 1.7092024 1.1241958 NA 8.0190375 9.6997591 3.9821996 9.9783091 NA 2.2941355 3.6477865 NA 1.1241958 0.7092024 10.2777720 -0.8756719 11.6582796 3.2941502 NA 12.2202762 7.1488060 5.4096217 9.7599381 3.7091803 2.5836635 4.5165384 6.5336116 1.4461503 -0.8756719 7.9475873 -0.8756719 0.7092024 4.4096217 3.7680784 8.5671636 6.5068003 4.7680784 1.4461503 1.4461503 1.1241958 -0.8756719 NA 1.9315696 2.1242289 NA NA 9.2612111 0.1241958 NA 8.6240658 3.2116820 2.4461503 1.9315696 3.9821996 -0.8756719 NA 5.9501324 4.6477807 NA -0.8756719 3.6477865 NA 1.1241958 4.2535053 NA NA 14.2183801 3.7091803 7.2116829 4.1686180 0.1241958 NA 5.3336742 1.4461503 5.2116820 4.0784134 8.3837276 NA NA 5.3336742 3.2941502 8.5567620 NA NA 1.9315696 0.1241958 3.4461503 -0.8756719 1.9315696 NA 6.5588477 NA -0.8756719 1.4461503 3.1242123 3.2941502 0.7092024 1.4461503 0.7092024 9.2103562 10.0986346 10.4712765 -0.8756719 NA 0.7092024 0.1241958 5.2327452 -0.8756719 0.7092024 4.2535053 6.3017394 NA 10.0849459 NA NA 2.8246660 11.6645902 4.9315743 -0.8756719 NA NA NA NA 2.4461503 -0.8756719 9.1631389 NA 4.0311128 NA 4.7966445 7.9315749 NA -0.01958900 1.13050000 1.13790000 -0.63007000 0.58739000 0.06565600 0.09507200 0.59404000 -0.63434000 0.59818000 0.58919000 0.57237000 0.57237000 -0.63026000 -0.00152430 -0.00152430 0.02272500 0.00208050 1.91170000 -0.12720000 0.56383000 -0.04110400 -0.01958900 -0.01958900 -0.00027724 -0.62083000 -1.24630000 0.60178000 -0.65668000 0.06565600 0.09434600 0.09507200 -0.63434000 -0.63434000 0.57237000 -0.63906000 -0.64010000 -0.64268000 -0.64268000 -0.63604000 -0.64490000 -0.63026000 -0.63026000 -0.02547100 0.02272500 -0.01271300 -0.02054900 0.00000000 0.00000000 0.51246000 0.52241000 0.54894000 -0.59731000 -0.12720000 -0.88147000 -0.643 -0.643 -0.630 -0.630 0.000 0.000 0.000 0.000 0.000 0.549 0.549 0.560 1.157 0.414 0.414 -0.127 -0.127 0.000 1.138 0.526 0.526 0.000 0.000 0.000 0.000 -0.610 -0.610 0.609 0.609 0.000 0.000 0.594 -0.634 0.570 0.570 0.572 0.572 -0.640 -0.640 0.000 0.000 -0.643 -0.643 -0.630 -0.630 0.000 0.000 0.000 0.000 0.000 0.549 0.549 0.560 1.157 0.414 0.414 -0.127 -0.127 0.000 1.138 0.526 0.526 0.000 0.000 0.000 0.000 -0.610 -0.610 0.609 0.609 0.000 0.000 0.594 -0.634 0.570 0.570 0.572 0.572 -0.640 -0.640 0.000 0.000 10.3281797 10.1100619 10.8890916 7.3816078 6.7824308 11.6869394 3.5165321 9.3578396 12.5904303 12.2752365 10.4790203 10.1528167 11.0928867 9.1382403 11.7671742 14.4685852 15.2684002 9.5003454 11.1497056 8.4618420 12.3891023 11.5216272 12.1948441 4.4817704 12.5033275 12.4397941 10.3220509 11.7900000 10.8311476 -0.8756719 10.8080918 9.1562656 10.0453170 10.2872406 12.2202762 12.0860277 8.5100825 8.9267363 9.3590373 3.5836515 12.8108299 12.6603457 5.4640703 8.5774904 16.0399112 10.8791074 7.9186361 3.0311128 9.3177452 11.9870510 8.3649873 2.9315696 1.4461503 13.5484518 9.6339949 4.5165384 12.8839968 9.6050101 10.0740467 4.0784134 1.7092024 9.3152791 5.2116820 9.1863200 7.8281238 2.7091803 5.7824322 9.2777719 9.7806447 9.6300315 9.1876151 10.7833239 3.8246559 9.0007369 3.0311128 9.2878696 10.9708856 10.0175215 4.9055820 10.2090283 7.5877445 8.6883696 5.4461470 5.4280017 2.1242289 5.7535778 10.2777720 11.6582796 2.8246660 10.3257312 7.5795475 NA 13.4327723 14.3435019 10.2947710 9.1014999 5.3336742 10.3439935 10.3845514 NA NA 3.5836515 7.6160731 12.7307535 9.4685159 9.5546725 -0.8756719 8.9104895 10.6653166 10.4371029 12.8507574 10.3072350 TCGA-D3-A8GQ 66 1 884 NA 536 stage ii t3 n0 m0 NA yes 2.6 male 2004 no white not hispanic or latino 1 3 NA NA 3 3 5 4 2 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 NA NA NA NA NA NA NA NA 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7.76408270 9.47595752 6.03538417 2.90610171 11.21633972 10.27406255 13.48836145 10.99455886 NA -1.09387905 7.01984422 5.56431414 8.32395456 8.33655431 NA 9.83165624 2.23808368 2.22801825 NA 1.49108345 6.55715426 -0.09387905 4.52081194 -0.09387905 4.57852818 1.49108345 6.00413281 2.36552458 8.69726473 NA 9.62034741 5.10144838 1.71347588 5.57852818 6.13492117 6.41389698 10.69645032 6.59958857 11.03441843 12.19568849 9.74845218 10.98525321 -0.09387905 9.47974894 5.49106421 6.86029864 4.95049641 9.63061570 5.13491911 -1.09387905 2.99356568 0.49108345 -1.09387905 8.70214151 0.49108345 5.56431414 5.33236780 15.21064924 2.60653698 3.07602885 13.29499362 14.32451450 -1.09387905 5.09592442 7.65429447 12.65534069 12.14927582 12.64809542 10.32553539 10.85008172 9.52815362 -1.09387905 -1.09387905 5.46069015 NA 3.81299102 6.25483022 -1.09387905 13.98032067 2.07601174 10.40893366 NA -1.09387905 1.71347588 NA NA NA 2.49105779 1.71347588 7.04565265 6.69400400 5.91732911 6.64756923 0.49108345 NA 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7.56384910 8.74687974 10.26200344 4.63402398 2.36552458 2.49105779 4.68746387 4.99356568 0.90612095 8.04820893 -0.09387905 5.62034594 5.76408337 6.83091445 7.84861606 8.03161850 6.27242450 NA -1.09387905 2.22801825 9.59172672 -1.09387905 5.07602885 5.05585072 NA 5.36553507 12.73839853 NA NA 4.49106421 4.60654291 2.90610171 4.15403226 5.88338132 NA -0.09387905 7.62648294 10.19669679 4.88338132 -1.09387905 8.19842343 1.90612095 5.29842005 NA NA 0.90612095 11.42475501 5.83683810 7.61000533 9.11677307 -1.09387905 NA 6.93952515 6.38183535 6.46069015 3.71345388 8.55632786 -0.09387905 2.81299102 8.17288850 1.22804905 4.19150738 NA NA 5.42966283 8.80696876 4.73898936 2.22801825 3.49107062 0.49108345 8.90328145 1.90612095 4.54995867 -0.09387905 6.91172633 10.21614647 2.36552458 8.09097725 5.34904675 9.90751007 9.36142909 11.19410275 1.90612095 2.71345388 8.93840931 2.49105779 9.76252738 6.26673033 7.14450632 6.69400400 6.42817255 NA 10.73384146 NA 5.09592442 2.71345388 10.84898287 10.19496795 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0.000 0.556 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.503 0.000 0.546 0.000 0.556 0.505 0.505 0.541 0.541 0.000 0.000 0.000 0.000 0.542 0.000 0.550 0.550 0.000 0.000 0.000 0.000 0.165 0.165 10.39895645 9.48353064 11.00314633 8.92430213 7.01984422 11.36681369 4.22803365 8.98158098 13.51159525 12.19568849 11.89105427 9.72548266 11.16319497 10.58997373 11.05044143 16.52843970 13.97265357 10.62077663 12.41674241 9.28656284 12.79854979 11.14121857 9.00807757 7.82794284 7.93124160 9.68828109 11.57099351 12.04741072 10.89797792 -0.09387905 9.47595752 10.00413393 10.20931177 9.37980765 12.59664551 12.00528524 9.51343212 8.01201046 8.94364886 3.60653698 14.08694340 11.915406 6.988251 1.906121 13.875937 11.757070 8.276789 4.429663 9.031515 10.137323 9.935962 6.694004 4.549959 12.883113 9.748452 8.702142 13.980321 9.004134 9.512507 4.397954 0.906121 9.278967 9.252616 8.699022 9.506944 3.429670 5.606543 10.119814 9.871886 9.705383 8.594125 10.771835 6.115556 10.473107 6.014625 10.145104 11.173474 11.514126 2.993566 10.614755 7.716673 10.974880 3.228034 8.349045 2.228018 8.198423 9.533636 11.309913 8.081027 11.187163 6.687461 NA 13.123378 14.961384 10.507873 11.322108 6.939525 10.198999 10.651356 6.373707 3.660986 3.606537 8.662658 8.392253 9.332367 9.296271 3.228034 9.775696 10.910322 11.157880 13.455164 10.064712 TCGA-D3-A8GR 54 1 3943 NA 3774 stage 0 tis n0 m0 NA yes 0.01 female 1999 no white not hispanic or latino 1 1 NA NA 1 1 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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8.10168316 NA 8.06667638 1.49682023 4.37128702 NA NA 9.70789797 NA 3.37129400 NA 2.49682023 NA 6.48171388 2.91186412 9.54121493 -0.08819339 7.12131179 6.11231647 0.91188329 3.23378071 4.91185933 5.69321930 10.74948633 4.23378838 10.46260523 11.95556927 4.61229941 8.91185843 -0.08819339 8.18798296 3.99932358 7.38759174 NA 5.08178273 9.66340244 NA 4.15978255 NA NA 3.71921630 NA 6.63977915 -0.08819339 13.15115858 0.91188329 3.23378071 10.78376365 12.01449028 1.49682023 4.23378838 3.08178273 9.98197934 9.12860428 10.06414320 5.91185933 11.16156444 2.23379605 NA NA 2.49682023 NA 2.71920535 -0.08819339 0.91188329 13.11535017 3.08178273 10.51826366 0.91188329 -0.08819339 2.71920535 NA NA NA NA 8.48928723 3.49682023 6.74474909 NA 1.91184495 NA NA NA 4.08178273 9.97794759 12.04628471 4.30417515 0.91188329 2.49682023 1.49682023 1.49682023 NA 6.40371083 -0.08819339 10.52656829 NA NA 2.91186412 -0.08819339 9.42556630 -0.08819339 9.46836440 4.30417515 12.33786100 5.84259674 9.65332537 NA NA 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2.49682023 2.91186412 NA NA 7.89485171 6.33812308 6.85437348 1.49682023 9.09176752 -0.08819339 9.55029429 2.91186412 1.91184495 9.26279769 10.28798381 3.23378071 NA 6.40371083 2.23379605 9.98197934 NA 4.37128702 9.44323988 -0.08819339 12.22870558 NA 5.19725995 6.46644767 2.91186412 1.49682023 3.61229352 5.73484237 NA 6.10168369 6.68004299 NA 9.32548626 3.23378071 5.37129051 9.18098499 NA NA 6.19725995 NA 3.37129400 3.37129400 10.59397518 NA 10.69075685 5.61229941 -0.08819339 11.92901479 7.12918615 6.96714093 8.86896049 4.23378838 3.61229352 4.23378838 11.97895658 3.37129400 3.08178273 6.88913887 2.49682023 1.91184495 5.15978659 3.81874833 8.53391020 5.21380996 5.52656966 0.91188329 -0.08819339 3.23378071 3.23378071 2.49682023 0.91188329 -0.08819339 NA NA 10.24389491 -0.08819339 NA 6.38759174 2.23379605 3.37129400 3.49682023 1.49682023 -0.08819339 -0.08819339 7.43196638 4.76984049 -0.08819339 1.49682023 2.23379605 1.49682023 4.71921083 NA NA NA 13.89056886 3.71921630 7.64656807 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9.28186490 2.36075756 3.11564922 7.97363653 3.26765564 3.21875018 9.80059871 8.26163471 9.48553531 11.23340619 9.79903986 NA NA -0.05424249 -1.63935480 NA 6.64616986 6.94573059 -0.63913010 -0.05424249 13.80610638 -0.63913010 1.82019939 8.57022117 9.64269778 4.11565754 4.85262314 4.66455111 -1.63935480 0.36075756 5.03474835 10.22572777 -1.63935480 NA 4.77015775 -0.63913010 2.68268565 3.00462723 NA -1.63935480 13.16181936 8.95057806 6.78703276 5.65538904 NA 0.68266318 6.01181987 1.94572006 9.33087364 8.00642651 8.17791132 1.16812853 NA 9.83244306 4.60869690 7.97179241 NA -1.63935480 NA 3.60869098 8.39556669 2.16812853 7.99557892 -1.63935480 7.45616464 6.29740604 3.88433417 0.68266318 7.99557892 6.31496474 4.46929341 7.17133995 6.21251681 9.74447211 9.60691465 10.41469369 5.52063911 -1.63935480 -0.06386150 7.19365743 9.13966620 NA 4.75308568 4.36076458 7.53409507 -0.63913010 9.44756742 NA 1.16812853 -1.63935480 11.79643808 6.13555539 -1.63935480 -0.05424249 0.36075756 NA -1.63935480 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10.2762738 6.1289512 11.2378602 9.1188246 9.6793107 7.9532251 9.9230102 3.4051619 2.8201994 9.8685625 11.0212095 1.1681285 11.1034983 7.3003471 NA 11.8484823 13.1529481 11.0790867 12.2080210 6.0118199 10.1584293 10.4666764 6.4745107 0.3607576 1.3607576 10.0750134 11.9973573 9.8665795 9.4065275 4.2434101 9.4732073 10.2631430 10.8546233 13.1023928 10.3600632 TCGA-DA-A95V 83 0 NA 2193 1054 stage iic t4b n0 NA yes yes 4.1 female 2009 no white not hispanic or latino 3 3 NA NA 1 4 3 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 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7.4076026 1.9925509 4.4076043 NA 0.4076247 10.9995926 1.7295310 8.0075157 0.9925509 3.4950683 1.4076247 3.4950683 3.4950683 9.2261851 NA 8.1790920 3.9349222 0.4076247 -0.5924841 8.4299707 7.4132276 8.3991245 5.4519957 8.0586547 12.4557490 7.5161271 6.4076026 NA 0.9925509 6.0223123 2.8670266 NA NA 5.8505469 NA 4.8994560 0.4076247 NA 1.4076247 NA 13.4693958 6.9774585 13.0130823 -0.5924841 7.5213452 11.6705784 10.4750371 0.4076247 4.7651528 8.3383402 9.7227524 11.1342467 2.5775376 5.6555293 8.4763809 5.1624920 NA NA 4.1624920 NA 2.2149641 NA NA 13.8607403 -0.5924841 10.4320499 0.4076247 4.8670365 0.4076247 2.9925690 -0.5924841 0.4076247 -0.5924841 5.3848822 8.2932992 5.1080435 NA -0.5924841 2.9925690 0.9925509 -0.5924841 1.9925509 7.6219222 12.2165669 0.4076247 2.5775376 0.4076247 NA -0.5924841 1.7295310 0.4076247 4.6170575 -0.5924841 0.4076247 NA 3.7295310 NA 8.5368859 NA 12.0541615 2.5775376 13.4931582 5.1889626 10.7452246 NA -0.5924841 5.5974269 NA 1.7295310 3.1080393 3.7295310 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6.6930046 16.2413206 7.5161271 1.4076247 13.8607403 8.2871860 7.8380555 5.5573488 2.2149641 8.3991245 10.0826777 7.6995565 7.6121741 2.7295310 7.1080424 7.5775278 9.5330162 7.5420289 8.9173777 12.2797004 6.7385193 10.0333116 6.4188309 10.5323703 11.0401437 8.5699942 0.9925509 9.2197801 8.8436271 10.0604478 4.2655869 8.6555304 3.9925690 2.2149641 9.3353808 10.4506300 NA 11.0009939 7.0369593 NA 14.4074266 13.2793155 8.9888034 8.3791461 8.7826422 9.9084447 9.5699942 5.7651555 0.9925509 -0.5924841 8.7934651 13.6468582 8.6121741 7.4299707 3.9311630 8.2020185 9.8009932 10.2993865 13.0841109 8.2052644 TCGA-DA-A95W 52 0 NA 765 0 stage iiib tx n1b m0 NA no NA male 2011 no white NA 3 1 NA NA 1 1 3 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 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1.323427718 8.528978348 7.929279124 3.701937124 2.171431030 NA 6.722599905 9.593023539 NA 8.034924385 8.813678596 9.152517835 9.084980544 NA -0.998558026 11.676134846 8.080985899 16.618064385 10.584583931 NA NA 6.593958751 6.789403226 10.089626851 8.201173635 1.001514035 8.256529986 -0.998558026 4.249430171 NA -0.998558026 7.485317333 NA 9.092936542 -0.998558026 3.701937124 NA 6.517201667 3.460939103 8.249428748 -0.998558026 9.345797083 4.866181009 1.808838074 0.001441974 7.701940589 7.141052611 10.226105919 4.782859337 10.626753414 12.139292846 8.448584253 6.286903320 1.808838074 NA 0.001441974 2.171431030 NA 3.323427718 8.501347182 NA 3.088955682 NA NA 4.045897236 NA 4.834392671 NA 12.423960212 3.756393531 0.001441974 15.791429581 11.416714784 1.001514035 2.001514035 8.286903320 8.515228717 7.871865821 5.376540444 3.460939103 10.692808487 6.477235321 1.323427718 NA 5.410890559 NA 2.001514035 5.191325761 NA 13.929131945 -0.998558026 10.831223942 -0.998558026 0.001441974 3.323427718 NA NA NA 1.001514035 7.088964160 6.012727325 6.181410701 NA 2.001514035 1.808838074 NA -0.998558026 2.323427718 9.002909505 11.893095048 1.808838074 -0.998558026 NA -0.998558026 NA 1.808838074 0.001441974 4.130782640 NA 1.586452516 NA 3.323427718 NA 3.323427718 NA 10.642198031 2.908390219 12.893854268 5.955696398 9.217034126 NA -0.998558026 3.859482606 1.323427718 -0.998558026 3.525066592 1.001514035 8.766372870 -0.998558026 NA 8.781220683 5.023867436 NA -0.998558026 2.586452516 2.701948210 7.312295777 8.247054039 1.323427718 NA -0.998558026 7.151247961 0.586500555 2.001514035 NA 1.808838074 -0.998558026 9.005721661 NA -0.998558026 7.186376749 5.171427027 3.908390219 4.756388193 -0.998558026 12.072795937 10.547913341 1.586452516 -0.998558026 -0.998558026 -0.998558026 NA 0.001441974 6.305281101 NA 6.938138739 -0.998558026 NA 0.001441974 NA -0.998558026 3.249430171 -0.998558026 9.777111450 2.460926001 -0.998558026 6.978781377 10.434043109 NA 10.811671150 0.001441974 -0.998558026 9.146159547 0.586500555 7.914390514 8.274853809 5.616210644 3.645355813 3.088955682 0.001441974 NA 4.978781377 7.166408157 0.001441974 8.220669498 1.586452516 NA NA -0.998558026 -0.998558026 4.493352720 NA 6.436130183 3.446428284 8.746334939 9.195026657 5.130782640 6.056782926 NA 7.452712382 5.067591395 NA 8.078316822 3.088955682 NA NA 9.325681654 1.001514035 9.801592130 6.305281101 9.545567265 6.902367878 NA 10.203012559 1.001514035 2.171431030 7.663279144 5.477233702 2.171431030 NA NA 7.759724436 NA 2.586452516 8.075642797 0.001441974 0.001441974 NA 2.001514035 9.523101632 8.210954742 3.859482606 NA 8.001501087 0.001441974 10.551766987 NA 3.249430171 7.853250287 10.284589549 NA NA 6.444445107 -0.998558026 10.785317919 NA 3.171431030 1.001514035 NA 11.949685862 NA 5.249430171 5.460932552 2.323427718 -0.998558026 8.577040532 5.523179277 NA 5.305281101 3.460939103 NA 8.771338920 9.437171341 4.932240741 9.865687345 NA 0.586500555 2.460926001 -0.998558026 NA -0.998558026 6.853249663 1.001514035 11.215212999 4.782859337 NA 12.984762037 9.557173602 6.110024915 10.188234495 5.821679606 -0.998558026 2.908390219 11.600716698 3.645355813 1.808838074 7.350229369 2.171431030 4.782859337 3.323427718 3.323427718 8.856369501 8.035749810 6.736211138 -0.998558026 -0.998558026 -0.998558026 -0.998558026 NA 2.808858663 2.460926001 NA 1.001514035 10.350782421 0.586500555 NA 8.196257855 6.410892255 3.171431030 6.865687500 3.859482606 NA 0.001441974 6.730169849 10.511770836 NA NA 2.586452516 -0.998558026 1.586452516 NA NA NA 13.364266932 5.571358266 7.941080481 3.701937124 NA NA 7.235121024 5.990185672 6.616210644 5.001500524 8.925348517 NA -0.998558026 8.826459826 3.908390219 7.548395779 -0.998558026 NA -0.998558026 2.001514035 5.701939896 3.460939103 4.171423023 NA 7.789403878 1.323427718 0.001441974 1.001514035 9.926313639 3.645355813 2.460926001 4.908390219 3.249430171 5.978781377 9.941080334 10.828843850 2.171431030 NA 8.405940469 3.001496020 8.026640735 NA 1.323427718 5.509296797 7.825027454 -0.998558026 9.673042245 1.586452516 2.323427718 2.460926001 10.984138295 5.410890559 0.001441974 -0.998558026 NA NA 0.001441974 2.701948210 NA 8.540660061 NA 2.001514035 NA 9.040420147 6.258888219 NA 0.01749700 0.01749700 -0.00032388 0.00300550 -0.01551300 -0.02045800 0.01805600 0.00689670 -0.85530000 0.76574000 0.72918000 2.03440000 2.47210000 -0.01798700 0.00000000 0.00000000 0.68099000 0.01540000 0.02057600 0.02141600 -0.01812400 0.03519400 0.04268400 0.01749700 -0.84230000 0.00300550 0.00300550 -0.00848500 -0.01551300 -0.02045800 -0.02045800 -0.00945100 -0.85133000 -0.85133000 1.41710000 -0.00825730 -0.00825730 -0.84222000 -0.84222000 -1.25060000 -0.83997000 -0.01730000 -0.01798700 0.00787070 0.68099000 0.00647940 0.00647940 0.01540000 0.01540000 -0.00309410 -0.00309410 -0.00309410 0.03406600 0.02141600 0.07795800 -0.842 -0.842 0.000 0.000 0.000 0.000 0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.729 0.729 1.417 2.472 0.000 0.000 0.000 0.000 -0.842 -0.842 0.000 0.000 0.000 0.000 0.681 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.806 0.729 0.729 1.417 2.472 0.000 0.000 0.000 0.000 9.956424512 9.550323148 8.741281919 7.563743877 6.593958751 10.114592168 5.616210644 9.103476920 12.880535849 12.139292846 10.193177273 9.840704922 10.367823366 9.924828682 10.618509393 15.214548429 13.148865120 10.903876274 10.811671150 8.794291412 11.802401090 12.229117117 12.043844568 5.509296797 12.557048951 14.453227453 8.668612725 11.477487862 10.457855577 0.001441974 12.812374018 9.499353015 9.441332001 10.261832716 12.984762037 13.053474782 10.813678516 8.275296712 10.186996057 5.191325761 12.127076100 12.058139 6.890245 7.291520 15.234221 11.363719 8.015522 5.477234 9.557049 10.253575 8.850077 3.756394 4.088964 14.281184 8.448584 4.045897 13.929132 9.203625 10.088964 5.359054 2.001514 10.277626 8.654346 9.443014 9.199946 4.701943 7.645357 8.571357 9.853250 9.533857 9.198718 11.196566 5.616211 9.115243 3.808859 9.874945 10.702808 10.284590 4.932241 10.666837 7.206073 9.037675 6.258888 6.385205 3.323428 3.249430 6.853250 11.215213 3.171431 10.780810 7.286903 NA 13.471143 15.180777 10.470634 9.267116 7.235121 10.358503 10.745073 1.808838 5.171427 5.191326 7.249428 13.921730 9.640842 8.465026 1.323428 9.170173 10.428814 10.789404 13.650589 9.333538 TCGA-DA-A95X 62 0 NA 1880 1113 stage ib t2a n0 m0 no yes 1.45 male 2009 no white not hispanic or latino 2 1 NA NA 3 2 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.38791392 -0.61219634 8.47401982 -1.61219634 8.85446980 2.29478247 -1.61219634 3.43227797 6.06030900 -1.61219634 3.51716229 NA 7.86564173 3.55781442 6.87973639 7.76942663 6.99150937 9.70755550 2.38788636 10.95179467 8.92801138 9.34571105 9.48262103 NA NA 11.12724216 10.83883693 15.48702575 11.12047487 -0.61219634 NA 8.27357976 6.83496651 9.22472284 8.23963242 -1.61219634 8.82563555 -0.16844700 2.29478247 -0.61219634 NA 10.26017354 NA 5.99521314 NA 2.38788636 NA 7.57523517 4.49640482 8.43091080 NA 10.22511716 4.43620849 1.97283967 -1.61219634 7.10212899 7.59000761 11.15130334 6.25206931 5.34207822 10.63847800 3.78020510 8.51458783 NA -1.61219634 -0.61219634 2.78020510 -0.61219634 2.91144232 6.02450807 -1.61219634 4.27052894 -1.61219634 NA 3.59734047 -1.61219634 8.68020514 2.29478247 14.12987702 2.84731547 1.19522159 13.50917413 11.87635126 -0.02708682 2.63580082 10.07087806 10.42233856 10.16719244 7.87169952 5.10212899 11.14506506 6.63105771 -0.61219634 -0.61219634 6.60220298 NA 3.78020510 NA NA 14.46400028 2.38788636 9.96578428 1.55782668 NA 1.38785880 NA -1.61219634 NA 7.15275535 3.03174806 6.53254139 6.48591623 NA 1.38785880 -0.02708682 -1.61219634 -0.61219634 2.29478247 9.34933321 12.42560197 3.81415047 -0.61219634 0.38791392 -0.02708682 NA 3.03174806 -0.02708682 4.16924357 4.31862053 1.84731547 NA 5.87973762 -1.61219634 11.24896064 NA 13.59737489 1.84731547 11.30972440 10.39280607 7.96908428 NA -0.61219634 4.76292280 NA -0.61219634 NA 1.84731547 8.83186299 -0.02708682 NA 8.53381561 1.70981997 -1.61219634 -0.61219634 1.97283967 5.15606891 6.55334361 9.99011829 1.55782668 0.97283967 NA 6.49640802 2.19525310 2.38788636 NA 1.19522159 NA 1.84731547 -0.61219634 4.89567585 7.62867446 6.94630393 0.38791392 1.19522159 -0.02708682 12.53246203 10.05942450 -0.61219634 6.50162544 3.24586070 0.97283967 NA 0.70981997 6.73661164 -1.61219634 5.69166536 NA -0.61219634 -1.61219634 NA -1.61219634 0.70981997 -0.61219634 9.59367665 3.59734047 -1.61219634 7.50941716 11.11410162 0.38791392 11.74529801 NA 1.19522159 8.33039795 6.57770828 8.30525556 7.46346961 6.45397185 3.63581242 NA 2.84731547 NA 4.57770677 1.84731547 1.38785880 8.53254178 1.55782668 6.14277080 1.19522159 -1.61219634 4.16924357 2.47534434 -1.61219634 5.34207822 6.47963639 8.38365073 7.38788378 5.84731547 10.85421489 0.70981997 10.28232234 -0.61219634 NA 6.85140800 6.50682406 2.19525310 NA 8.16431666 4.00259452 10.48525725 7.54775442 10.42233856 8.75638986 -1.61219634 10.98407320 2.70981997 -0.61219634 9.54206861 1.19522159 4.81415047 0.70981997 NA 9.97659806 4.03173924 0.97283967 8.36945078 -0.02708682 2.19525310 0.70981997 2.91144232 9.82407440 8.88573541 3.29476777 NA 8.42954274 -0.61219634 9.12259300 1.70981997 1.55782668 8.94436068 11.11346271 2.19525310 5.83909542 2.47534434 4.59733451 10.19765153 1.84731547 3.63581242 1.19522159 0.97283967 11.16431647 NA 5.81414791 8.80994815 10.91291478 4.00259452 3.03174806 7.83008035 -1.61219634 NA 1.55782668 -1.61219634 0.70981997 9.63343611 3.55781442 9.93525995 NA 3.47534434 NA -0.61219634 1.70981997 0.38791392 11.22037790 2.19525310 11.41440687 6.27052707 0.38791392 11.92376632 5.59684870 8.67559578 9.96294992 -1.61219634 2.84731547 3.70980894 8.92994807 2.91144232 1.38785880 7.93477772 1.97283967 2.47534434 3.24586070 4.38788636 9.38011361 9.98402191 6.71879999 NA NA -1.61219634 0.70981997 -0.61219634 2.70981997 2.55780217 NA NA 11.01928791 0.38791392 -1.61219634 7.48854554 4.70980894 2.29478247 7.04966126 4.24586070 NA -0.02708682 6.24455793 11.65540170 -1.61219634 -0.61219634 3.38788636 -0.61219634 3.08832820 0.70981997 NA NA 13.18498765 5.98779608 8.59977191 10.92994800 NA NA 4.95773820 2.63580082 7.02087885 5.20806069 8.46098045 -0.61219634 -0.61219634 8.45934596 5.01724047 8.20806264 -0.02708682 -1.61219634 NA 0.97283967 7.30674709 3.59734047 4.14277284 -1.61219634 7.36802272 1.19522159 2.84731547 0.38791392 7.29777652 4.81415047 2.55780217 3.24586070 4.00259452 10.36014531 8.98593584 10.77293697 6.62150247 NA 2.41646146 3.43227797 5.51716544 NA 3.84731547 4.19523734 7.35856418 6.88772874 9.69109337 NA -0.61219634 -1.61219634 11.89827676 5.91926380 1.70981997 NA -1.61219634 0.97283967 -0.61219634 3.03174806 1.70981997 9.35005650 NA 6.25206931 NA 9.72235792 7.78020116 3.08832820 0.00991870 0.00991870 0.00143830 0.07345600 -0.85334000 1.55300000 -0.88013000 0.79401000 0.79401000 0.01815500 0.01997500 0.01214900 0.01214900 0.00477050 -0.83806000 -0.83806000 -0.85525000 -0.00036439 0.82870000 0.00852600 0.04803000 -0.86944000 0.00991870 0.00991870 -0.00783500 0.02740900 0.02600400 -0.85334000 -0.84464000 1.55300000 0.01941500 0.02181900 -0.85143000 -0.87936000 0.01214900 -0.85921000 -1.29290000 0.00000000 0.01666800 0.02389900 0.01140500 -0.00382650 0.00477050 -0.84792000 -0.85525000 0.02726800 0.02726800 -0.00036439 -0.00036439 -0.49878000 -0.49878000 -0.49878000 0.00699510 0.00852600 -0.27495000 0.000 0.000 0.000 0.000 -0.841 -0.841 -0.855 0.000 0.000 -0.499 -0.499 -0.836 0.000 0.009 -0.860 0.000 -0.848 0.000 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.853 -0.853 0.000 0.000 -0.057 -0.851 0.000 0.000 0.000 0.000 -0.856 -0.856 -0.275 -0.275 0.000 0.000 0.000 0.000 -0.841 -0.841 -0.855 0.000 0.000 -0.499 -0.499 -0.836 0.000 0.009 -0.860 0.000 -0.848 0.000 0.000 0.000 0.000 0.000 -0.869 0.000 0.000 0.000 0.000 -0.853 -0.853 0.000 0.000 -0.057 -0.851 0.000 0.000 0.000 0.000 -0.856 -0.856 -0.275 -0.275 10.537948 10.348609 9.802569 7.700766 8.273580 11.472858 6.749828 8.268998 13.196230 10.638478 12.453889 10.668364 10.973785 9.721039 11.705155 14.039552 14.199057 10.290259 11.745298 8.800453 12.867411 9.239632 12.195339 5.895678 10.882489 12.823228 12.582179 12.443335 9.849363 0.709820 11.288939 11.799527 11.346799 9.590007 11.923766 11.881856 9.049662 8.452626 9.128508 5.709812 13.292847 12.21214613 8.01176509 4.94247228 16.82272666 11.69052238 8.28875028 5.41025290 8.19845486 11.49640792 9.45728627 1.70981997 3.81415047 14.83302765 3.78020510 3.59734047 14.46400028 9.16349370 10.75201813 5.14277284 -0.02708682 8.95773907 8.40469156 8.12567176 9.32452149 2.38788636 6.11580317 8.25052061 10.55843449 9.24036609 9.59550795 11.66604248 6.45397185 9.91438274 4.98779835 10.56031095 11.98709895 11.11346271 1.38785880 10.60977260 9.70359909 9.80362518 7.80573613 7.10555971 2.63580082 3.47534434 11.22037790 11.41440687 4.92704310 11.11933192 8.38929146 NA 11.80296498 13.92166791 10.84654636 10.26899737 4.95773820 10.12216964 11.07766307 -0.02708682 3.31198258 5.70981170 8.79939431 11.98552868 10.20806240 10.21601996 -1.61219634 10.04341423 10.45329955 10.27052649 13.49125323 11.18959183 TCGA-DA-A95Y 68 1 430 302 271 stage iic t4b n0 m0 yes yes 5.03 male 2012 no white not hispanic or latino 1 1 NA NA 1 1 3 3 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 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6.680613 11.540318 11.804645 9.448109 11.344346 7.484390 NA 12.661066 14.066424 10.621567 11.114422 7.749810 7.753780 8.570165 2.830945 4.000874 2.053355 9.609024 9.653550 10.789500 10.281471 5.152877 9.048501 10.306005 10.723237 13.796070 11.070944 TCGA-EE-A2A1 46 0 NA 3527 1633 stage ib t2a n0 m0 no yes 1.3 male 2004 no white not hispanic or latino 2 2 NA NA 2 2 2 2 2 2 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 4 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 4 7 0 0 4 1 0 0 0 4 0 0 0 4 0 0 4 4 0 0 0 0 4 0 0 0 0 1 0 0 0 0 0 4 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 0 0 0 0 4 0 0 0 0 1 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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8.7487299 11.1603133 6.8257119 2.9188251 10.3734226 7.1213771 9.5535337 9.2815383 2.0012978 6.3705165 8.2722271 10.4400748 10.2359674 9.8242963 10.9303770 4.7140037 10.1396970 3.9606414 10.4158508 11.3993140 12.8613353 3.9188251 11.4301084 8.4877830 11.0103340 6.0408114 7.3111380 1.4162993 6.4386887 9.6338744 11.7517108 5.7620963 10.8211072 8.4625350 NA 12.9705096 14.3015402 11.1199357 12.0142178 5.8200436 9.4144406 11.0365403 -1.1687713 NA 5.7738724 9.5090776 10.9587558 11.9975211 10.2794743 0.4162993 9.7760701 11.0028476 10.4002641 13.5404956 10.0828404 TCGA-FR-A729 38 0 NA 6716 6186 stage i t1 n0 m0 no yes 0.25 female 1996 no white not hispanic or latino 3 2 NA 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.3105728 2.4260232 9.3494708 1.7256103 9.7142739 5.7699833 1.7256103 -1.2743897 9.0687751 -1.2743897 5.3694455 NA 8.7071565 2.0475035 4.1518507 4.1518507 9.3962456 9.8163632 -1.2743897 9.0940956 9.5951831 10.0486439 8.8262517 0.3105728 5.2174440 11.0740408 9.8766058 17.4644138 11.4370411 -0.2743897 -0.2743897 7.0609801 9.4586045 8.9747028 9.7767982 -1.2743897 8.5489563 0.3105728 5.0475166 -1.2743897 0.7256103 12.8591328 1.7256103 8.4432656 -0.2743897 3.8955159 -1.2743897 6.1931942 4.7916786 8.8354198 NA 10.3324571 4.9641860 3.5835672 3.3694386 10.1926852 8.5020222 10.3268957 6.7534949 9.5835702 11.9683168 10.4445502 11.8365618 -0.2743897 3.3694386 1.3105728 -0.2743897 NA 6.8130526 9.1071321 -0.2743897 5.5457676 -0.2743897 -1.2743897 8.3329196 NA 1.3105728 8.4085836 13.9584223 2.3105437 11.5687252 13.2141198 12.5765574 4.4804784 7.1264691 8.2608645 10.2739295 9.9627991 5.2333858 6.9592091 10.6511437 6.1850201 2.5329403 0.7256103 8.2013226 NA 2.5329403 -1.2743897 -1.2743897 12.6275073 4.1850181 10.0362021 3.5329403 0.7256103 2.5329403 NA -1.2743897 NA 1.0475384 7.8727943 8.7930235 6.0017144 NA 2.6324776 5.2013241 1.0475384 -1.2743897 2.6324776 8.9520015 12.6755983 3.5329403 5.1518548 -1.2743897 3.2491571 3.1179111 -1.2743897 2.8130526 5.3402988 -0.2743897 4.1518507 0.7256103 5.8341145 0.7256103 4.5835672 1.5329652 10.4733626 4.2174401 12.8885312 9.0698853 8.7567665 1.0475384 0.3105728 5.8651394 1.3105728 0.7256103 NA 3.9350448 9.0609796 4.5584819 0.7256103 8.3640252 1.5329652 1.8954965 NA 3.7255885 4.8548734 7.1940910 8.9386933 4.2801769 NA 0.3105728 8.4050695 -0.2743897 3.6324776 NA 2.1850102 1.3105728 9.2686211 -1.2743897 NA 8.9338237 7.4838126 2.4260232 -1.2743897 -0.2743897 13.0376213 9.9326035 -1.2743897 2.0475035 3.1179111 -0.2743897 -0.2743897 1.3105728 7.5167519 NA 9.0293701 -1.2743897 -1.2743897 1.3105728 0.7256103 1.0475384 2.1850102 6.3909256 8.2550196 7.4085836 1.8954965 8.5647931 10.3820141 2.8955159 12.0915015 1.3105728 2.8955159 11.8707253 6.7862853 10.1570868 11.1294534 8.6956950 4.0109946 NA NA NA 8.7849338 4.0831453 3.4260232 8.5882267 6.6444519 NA 2.5594918 1.8954965 0.3105728 10.2398101 -1.2743897 6.7423970 4.6534843 8.9289373 8.9758875 8.9970521 5.4535110 2.6324776 8.0202099 0.7256103 0.7256103 5.4804752 4.7916786 3.1850260 0.3105728 9.9747027 3.9350448 11.2852053 8.7493435 10.9600474 3.5835672 0.7256103 11.1636013 4.2491495 1.3105728 8.6724954 4.0831453 3.0475209 0.3105728 0.3105728 8.3180461 9.4737820 3.4804719 10.2239398 3.7699833 5.3105510 -0.2743897 4.1518507 10.0836910 10.2662016 5.6082326 -1.2743897 7.5616393 -1.2743897 10.3671894 0.7256103 2.9735194 8.2274263 10.4186405 0.7256103 3.4260232 4.7255885 2.0475035 10.5917091 3.4260232 6.8024052 1.7256103 7.3030181 11.8323157 NA 6.8600155 7.3585844 8.6219215 3.2491571 9.3208468 8.4889841 1.3105728 1.0475384 3.8548734 NA 6.6681035 9.6369813 3.8548734 9.8747012 NA 1.5329652 2.9735194 1.6704325 3.9735194 NA 10.8239503 3.4260232 11.1625610 7.9970524 2.1850102 12.8695304 9.6521521 10.2642631 10.5089967 5.4535110 2.0475035 3.8955159 6.0384713 2.0475035 3.3694386 7.6143322 4.4535110 2.6324776 8.1006287 6.6264567 9.6673704 10.3561931 8.7970516 NA 0.3105728 1.7256103 -1.2743897 NA 3.8955159 4.1518507 NA -0.2743897 14.8032793 2.3105437 2.4260232 9.3640252 8.7493435 4.3402988 6.6324805 4.8955159 -0.2743897 NA 7.1094661 9.4995525 -1.2743897 NA 4.5069510 -0.2743897 1.8954965 0.3105728 NA 1.3105728 13.9959211 8.5602182 4.9923742 7.5742120 2.6324776 NA 7.7479573 1.0475384 8.6112856 7.8050738 8.5921109 NA 0.3105728 10.7389119 4.6797841 7.8829364 -1.2743897 0.7256103 NA 2.9735194 7.8157016 3.7699833 7.3622139 0.7256103 9.8432323 3.3105583 2.0475035 3.3694386 7.6474304 5.2013241 3.7255885 7.3909247 5.7916786 8.8196669 8.5788987 9.1778304 4.2491495 -0.2743897 0.4740466 6.7423970 8.0475171 1.3105728 4.0831453 4.4535110 8.7938435 NA 10.3685435 0.3105728 -1.2743897 4.3694455 11.5355583 5.5959541 NA NA -0.2743897 -0.2743897 5.2954439 7.1179069 NA 9.5702950 -0.2743897 2.9735194 0.7256103 8.9865088 8.6354823 -0.2743897 0.144270 0.144270 0.342450 0.375450 -0.019314 -0.087432 -0.016154 0.720550 -0.011198 0.881660 0.348270 0.693530 0.718290 0.681980 0.182530 -0.015054 0.725650 0.497180 -0.335140 0.649280 0.998210 1.151900 0.652590 0.144270 -0.028491 -0.390180 -0.027509 -0.019314 -0.010370 -0.016154 -0.016154 -0.016154 -0.011198 -0.011198 0.684590 -0.399970 -0.399970 -0.399860 -0.399860 -0.403510 -0.403510 -0.052273 0.681980 -0.015054 0.725650 0.336260 0.336260 0.497180 0.497180 0.303460 0.318030 0.318030 -0.323910 0.649280 0.145030 -0.400 -0.400 0.000 0.682 0.183 0.183 0.709 0.336 0.497 1.014 1.014 -0.331 -0.331 0.517 0.128 0.649 0.000 0.342 0.342 0.998 0.998 0.297 0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.868 0.348 0.685 0.685 -0.400 -0.400 0.145 0.145 -0.400 -0.400 0.000 0.682 0.183 0.183 0.709 0.336 0.497 1.014 1.014 -0.331 -0.331 0.517 0.128 0.649 0.000 0.342 0.342 0.998 0.998 0.297 0.390 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.868 0.348 0.685 0.685 -0.400 -0.400 0.145 0.145 9.951399 8.828877 10.114145 8.529720 7.060980 10.067108 8.889239 7.985332 12.719462 11.968317 10.729458 10.318046 11.984891 10.044697 9.848417 15.096277 12.569706 11.373947 12.091502 3.310558 12.669203 9.662963 12.554023 6.679785 11.799229 14.102766 10.410338 11.756429 10.812057 2.532940 11.990911 10.024225 10.359493 10.444978 12.869530 12.405396 9.797052 8.436395 9.585124 6.854872 12.975740 12.401877 9.270554 3.310558 14.548480 11.519599 8.651885 8.266686 8.137100 11.714806 9.154755 4.217440 6.679785 16.975226 10.444550 8.332920 12.627507 10.219945 10.696414 7.134980 1.895497 10.596339 9.486309 9.064838 8.717111 3.632478 7.870248 9.134980 10.223441 10.150244 9.444011 11.700004 8.695695 9.236353 5.791679 10.228421 11.395360 10.418641 2.532940 11.095187 8.543804 10.311960 3.854873 8.944758 5.083141 2.310544 10.823950 11.162561 1.532965 10.293835 7.828877 NA 13.759872 14.562601 11.032790 9.972923 7.747957 10.887036 11.030226 7.221444 7.599034 6.854872 9.745875 13.392026 9.578899 9.679785 3.426023 9.461145 10.177316 9.738912 12.680422 9.738214 TCGA-FR-A7U8 50 0 NA 847 352 stage iiic tx n3 m0 NA no NA male 2012 no white not hispanic or latino 3 3 NA NA 1 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.79730356 -1.01013438 NA 9.26954680 1.31185183 7.82598655 7.19938967 -1.01013438 NA 5.70418309 NA 3.07739683 7.95860317 8.20425567 NA 2.57490077 3.57490077 4.89682886 9.65082361 2.44937649 6.01230496 9.10887751 8.37795360 8.68690387 NA NA 12.05417385 8.74649249 13.96224305 10.74022457 -1.01013438 NA 7.21393824 5.96721703 8.43908494 8.25672292 0.57492498 8.90432151 NA -1.01013438 NA NA 6.92067322 NA 7.49376180 NA 1.57487655 1.31185183 5.15986327 1.98993826 7.86338036 NA 9.41200112 5.45803087 3.31186636 7.50168913 4.27533490 6.44936823 9.18715310 5.82282700 9.67029580 12.82707145 3.07739683 8.81330342 NA 3.23786960 0.57492498 3.07739683 NA 5.67643668 7.03433018 NA -1.01013438 -1.01013438 -1.01013438 1.98993826 -1.01013438 12.09502638 5.11921921 13.77042482 2.15985519 1.98993826 12.63006825 11.73519044 -1.01013438 3.84791675 7.59356293 10.17666959 9.81727901 6.64814759 4.57490077 10.57536840 6.49773051 -0.01013438 NA 4.79729319 NA 2.15985519 NA -1.01013438 14.20014914 NA 10.52666922 NA -1.01013438 1.57487655 NA NA NA -0.01013438 5.21875405 4.60464663 5.25672386 0.57492498 -0.01013438 1.57487655 NA NA 3.51350338 9.22475371 12.04420144 1.79730356 NA 0.98993826 -0.01013438 2.15985519 -0.01013438 NA 1.57487655 -1.01013438 -0.01013438 NA 2.89683370 NA 10.95498827 NA 11.37283046 1.98993826 13.55122426 4.38225223 8.80050780 -1.01013438 NA 5.94413223 2.15985519 0.57492498 0.98993826 -1.01013438 8.46364207 NA NA 8.74148047 -0.01013438 -0.01013438 NA 2.15985519 1.57487655 7.73739068 8.76801357 -1.01013438 -0.01013438 -1.01013438 5.87258008 -0.01013438 1.57487655 NA 6.93245100 NA 5.54452557 -0.01013438 NA 5.54452557 2.44937649 4.71785735 1.98993826 NA 12.68940033 10.33256663 1.79730356 2.79728281 NA -1.01013438 -0.01013438 -0.01013438 5.39932835 NA 2.57490077 -1.01013438 5.49773051 0.98993826 NA NA -0.01013438 4.41619795 10.66103501 3.69037239 -1.01013438 7.68690387 10.45090409 NA 11.77170582 NA -1.01013438 7.10887777 1.57487655 6.57489925 8.11317852 2.57490077 2.44937649 1.79730356 -0.01013438 NA 7.73812942 8.35188005 -1.01013438 7.45346079 3.44936328 2.15985519 0.57492498 -1.01013438 -1.01013438 5.11921921 NA 5.29371625 4.13479593 9.35407105 9.39614129 3.44936328 5.21875405 2.79728281 5.57489774 1.31185183 -1.01013438 5.03433018 3.38225223 -1.01013438 0.98993826 8.58239342 2.31185183 11.27995514 5.36497507 10.15009772 6.15986125 NA 9.21634840 -0.01013438 1.31185183 8.34968595 NA 0.98993826 -0.01013438 NA 8.42038892 NA 2.15985519 6.51349864 NA 1.79730356 NA NA 8.50168913 7.24732373 6.77783918 NA 8.55026927 2.31185183 10.01853306 -0.01013438 1.31185183 7.55217877 10.90917208 NA -1.01013438 1.57487655 2.57490077 11.16797862 NA 2.69037239 6.13968436 0.98993826 11.71955704 3.07739683 4.66235933 5.43287926 2.31185183 1.98993826 8.61015597 5.77431003 NA 2.15985519 0.98993826 NA 9.27070717 10.50267679 3.57490077 10.56311007 -1.01013438 1.31185183 7.43288009 NA 0.98993826 NA 9.58612614 -1.01013438 10.63649503 2.31185183 NA 13.18500088 4.48178975 5.90879850 9.50366397 2.57490077 -0.01013438 2.79728281 13.40164590 2.98993826 -0.01013438 7.62293181 -1.01013438 -1.01013438 8.81807275 4.38225223 8.86030112 7.81206111 3.51350338 7.87563264 -0.01013438 NA 3.07739683 -1.01013438 0.57492498 -1.01013438 NA 2.89683370 10.21935599 3.57490077 -1.01013438 7.11921921 1.31185183 0.98993826 2.44937649 3.31186636 NA NA 9.19880475 6.93830344 NA -1.01013438 2.57490077 -1.01013438 2.44937649 -1.01013438 NA NA 13.47368912 4.07739683 2.31185183 7.23311057 -1.01013438 NA 5.97862124 1.98993826 4.89682886 1.31185183 9.51320430 -1.01013438 0.57492498 8.97292983 4.27533490 7.10887777 NA -1.01013438 0.57492498 -1.01013438 4.07739683 3.31186636 NA NA 7.52909551 NA NA -0.01013438 4.41619795 4.60464663 2.69037239 3.74482846 2.98993826 8.56925221 9.83150059 11.17264102 NA NA -1.01013438 -1.01013438 7.10887777 NA 2.15985519 3.74482846 2.25897111 NA 9.24614511 NA 2.69037239 1.98993826 11.11179354 5.86029988 1.57487655 -1.01013438 NA -1.01013438 -0.01013438 0.98993826 NA 8.30960823 NA -0.01013438 NA 7.27070740 7.27533862 1.98993826 0.0151680 0.0041029 0.0062481 0.0560850 -0.8309200 0.0178240 -0.0156040 0.7954900 -0.8252900 0.7752200 0.0307320 0.6417600 1.4195000 -0.0245240 0.0027745 0.0027745 2.1008000 -0.0039871 -0.0265770 -0.0850590 -0.0607480 -0.0445510 -0.8899700 0.0488300 -0.0412950 0.0353830 0.0465590 -0.8453900 -0.8391400 0.0178240 0.0462750 0.0375000 -0.8345400 -0.8345400 0.5838100 -0.8296000 -1.2929000 -0.8529700 -0.8295200 -0.6912400 -0.8842800 0.7160300 -0.8469900 0.0117700 0.5782600 0.0038854 -0.0026322 0.0132130 0.0132130 -0.0319050 -0.0210980 -0.8921200 -0.8868100 -0.0850590 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10.147915 9.877317 3.633792 4.275335 12.598538 3.077397 1.989938 14.200149 7.781099 9.386541 4.416198 1.574877 10.265479 6.432879 7.082060 9.401447 8.072085 7.164862 10.286853 9.865686 9.064078 8.758121 11.169534 2.574901 9.077399 3.896824 10.132682 11.423522 10.909172 1.797304 10.511046 7.473752 9.502677 4.896829 4.771294 3.311866 2.449376 9.586126 10.636495 4.416198 10.765135 7.981458 -1.010134 13.552000 15.535595 10.630633 10.121150 5.978621 10.661035 11.259355 -1.010134 6.352056 2.690372 6.098462 10.628431 9.780285 7.714450 NA 9.329786 10.046574 10.284557 13.085333 8.892311 TCGA-FR-A7U9 63 0 NA 571 50 stage iiic t3b n3 m0 yes yes 2.8 female 2013 no white not hispanic or latino 2 2 NA NA 2 3 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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7.02888846 11.40708178 0.67038716 -0.91457534 6.20437747 1.08542466 2.08542466 4.21471544 -0.91457534 NA 12.15622728 9.78685459 7.30943724 7.98630227 NA NA 7.02207370 3.25536477 10.44847513 8.73828044 8.36571922 4.12982702 0.08542466 10.80096856 4.21471544 9.65813577 0.67038716 0.67038716 NA 4.29488537 10.44078655 3.94341503 9.25661230 NA 7.11885804 6.43416282 3.17290349 1.40735275 9.28755933 7.04543751 4.89278929 8.25536052 6.68534871 8.29000640 9.91118928 10.42806574 6.80653416 0.67038716 5.62133396 8.16225083 9.46047494 NA 5.37083733 3.54486864 9.72854299 NA 10.04905403 2.08542466 NA 1.08542466 11.88835566 7.24530645 0.67038716 0.08542466 -0.91457534 -0.91457534 NA 8.34046391 -0.91457534 9.50855146 NA 6.09666245 0.08542466 7.99832471 8.44518498 -0.91457534 0.1396900 0.1396900 -0.0063993 0.1908600 0.0383470 0.0000000 0.0000000 -0.0212350 -0.0212350 0.3718500 0.3757800 0.1866200 0.1851800 -0.1462300 -0.0005575 -0.0005575 -0.0809400 0.0824760 0.0768540 0.0662290 0.0083351 0.2596500 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10.2887835 14.3749861 13.0945643 11.3274186 8.9588795 4.2948854 13.5860907 11.5048690 11.1420732 6.9680781 9.4873816 11.1883954 10.4900449 12.0966627 10.7710603 -0.9145753 11.7534340 12.0447130 10.6414625 9.7047385 12.3699704 11.9830919 7.8992167 7.5732753 8.2997548 2.8927990 13.2634778 11.8641287 11.0191262 3.2553648 15.1865059 10.6006425 8.7858752 10.1332410 6.1188580 12.2578630 7.6963493 4.2948854 7.6011356 18.0224500 5.4073629 2.5448563 12.6754131 11.6783596 10.7229660 6.3333629 1.0854247 10.4974178 11.3583568 8.9140323 8.5096016 2.0854247 5.5772898 9.6265320 10.4479273 9.7710515 7.6890615 12.3504644 10.4809696 9.4208257 6.4863154 10.9577256 11.9026190 10.4707586 2.0854247 10.1985264 9.0053862 10.9915745 7.2043765 10.7910679 3.9434150 3.3333665 10.2440452 11.3015750 -0.9145753 10.6992250 8.2553605 NA 12.1488306 13.1503601 10.5252664 10.7396239 7.0220737 10.2758775 10.6909150 6.3708373 3.8403222 2.8927990 11.6545791 12.7440353 10.0769573 9.5692513 6.4163517 9.6216827 10.6491084 10.2553605 12.7526579 10.3369179 TCGA-FR-A8YC 78 1 1059 NA 992 stage iib t3b n0 m0 yes yes 2.6 male 2011 no white not hispanic or latino 1 1 NA NA 3 2 5 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.20839240 0.20839240 2.66782402 10.68564656 0.79335490 9.49610658 2.20839240 NA 2.53032049 4.01574732 NA 0.79335490 NA 7.31168202 0.20839240 2.66782402 -0.79160760 5.92264030 9.57471651 4.63465715 9.51673340 9.31561129 9.69221010 9.39574640 -0.79160760 0.79335490 10.89970162 9.84229770 15.98060574 11.26367671 2.01574732 NA 7.38830321 6.65960494 11.19814358 8.90362250 NA 7.92607060 1.53032049 2.90883212 NA 0.20839240 9.77730036 NA 6.98975438 NA 2.79335490 5.43721442 5.27448532 2.79335490 8.44201415 NA 9.69120228 5.23563517 2.79335490 1.20839240 7.63884712 6.99629722 11.41906564 6.05388462 9.72901295 11.81109315 9.21261481 11.88831414 1.53032049 0.20839240 0.20839240 2.66782402 0.20839240 6.37831914 9.66987380 NA 5.35814304 2.79335490 -0.79160760 2.37831740 NA 2.66782402 4.25278652 12.69736410 -0.79160760 0.20839240 12.32262465 11.96035670 1.20839240 2.79335490 8.97492332 9.69120228 8.84138948 7.21962159 3.90883212 10.96536750 5.37832087 NA -0.79160760 4.96327990 NA 2.01574732 NA NA 13.38637200 4.20839240 10.71222003 1.20839240 0.79335490 2.79335490 NA -0.79160760 0.20839240 2.66782402 5.18567232 6.85225109 5.18567232 NA 2.20839240 3.60070982 2.37831740 0.20839240 3.20839240 8.72409394 12.46946078 1.79335490 2.01574732 -0.79160760 2.53032049 1.20839240 3.45631991 0.20839240 2.79335490 NA 0.79335490 NA 4.01574732 0.79335490 11.14097812 NA 10.86437212 3.90883212 13.23638663 7.12128381 9.23491776 0.20839240 0.20839240 3.66782402 NA NA NA 0.20839240 8.72803069 2.20839240 NA 8.71618876 NA NA NA -0.79160760 4.53032049 8.02534612 8.67191854 0.20839240 0.20839240 1.53032049 7.84501890 NA 3.37831740 NA 1.79335490 -0.79160760 3.66782402 NA NA 7.07875925 6.31691867 1.53032049 7.44679879 NA 11.87439632 11.31233770 NA 1.53032049 1.20839240 -0.79160760 -0.79160760 0.20839240 6.19707905 0.20839240 6.24181731 1.20839240 NA NA -0.79160760 -0.79160760 4.45631991 -0.79160760 9.50301494 3.20839240 NA 8.37078547 9.69723866 -0.79160760 11.63596901 -0.79160760 -0.79160760 7.96661734 4.53032049 7.78959494 7.97998302 5.86660636 2.79335490 NA 0.20839240 NA 4.70024550 6.47518056 0.79335490 6.94310436 3.85224859 -0.79160760 1.53032049 NA -0.79160760 4.41784577 NA 8.54601623 5.24511912 9.62940708 8.64718605 5.06637339 3.20839240 1.53032049 9.62624674 1.79335490 NA 4.49379462 7.89138881 -0.79160760 NA 7.90883392 5.18567232 11.05074465 6.90883452 10.07132600 5.90883452 NA 10.73244618 3.73195436 NA 8.34538529 4.25278652 1.20839240 3.01574732 NA 6.19707905 3.85224859 2.90883212 8.43961566 NA 0.79335490 -0.79160760 2.01574732 9.22520262 8.04759782 2.53032049 5.01574732 8.08491147 0.79335490 9.37330128 1.53032049 0.79335490 7.87017235 10.13097873 0.20839240 0.79335490 4.16258871 2.01574732 11.14171607 0.79335490 7.12128381 3.60070982 -0.79160760 11.22867976 NA 4.96327990 6.60927331 6.90883452 1.20839240 3.45631991 7.42421837 NA -0.79160760 4.11528300 NA 8.57033807 10.84728266 4.53032049 10.56209252 -0.79160760 3.01574732 6.06637555 -0.07795442 2.37831740 -0.79160760 11.10472670 NA 11.63045903 5.80830782 -0.79160760 12.50315859 9.67074316 9.64302243 9.83683983 4.96327990 8.21682296 2.90883212 6.57471613 2.20839240 2.20839240 7.32213637 1.79335490 0.79335490 6.96994593 7.13320696 8.35305241 7.44994841 6.65133733 -0.79160760 NA -0.79160760 1.79335490 -0.79160760 0.79335490 1.79335490 NA -0.79160760 13.38425566 NA NA 7.46105947 5.71618978 3.53032049 5.53032362 3.11528300 NA NA 7.78499204 11.22276351 -0.79160760 2.90883212 2.53032049 -0.79160760 1.79335490 -0.79160760 NA NA 13.61937555 5.27448532 6.39821867 4.49379462 NA NA 5.74755390 NA 6.65960494 5.09103545 8.10069440 -0.79160760 NA 7.93631462 2.90883212 4.41784577 -0.79160760 NA 4.76298125 -0.79160760 5.65133877 3.20839240 4.56594440 -0.79160760 7.05388462 1.53032049 0.20839240 0.79335490 5.33767898 3.20839240 3.53032049 2.01574732 2.20839240 7.24731329 9.11978620 10.36763491 2.53032049 0.20839240 8.34353929 3.79335490 7.72409429 0.79335490 5.41784914 4.56594440 4.75065474 -0.79160760 9.79335685 NA NA 2.79335490 11.78227811 6.18567431 0.79335490 NA NA NA 2.01574732 2.66782402 NA 9.22798505 NA 5.79335750 NA 9.81109319 8.92949336 2.01574732 -0.090634 1.046200 1.046200 -0.018765 0.707300 0.476150 0.462630 0.877910 -0.309320 0.800530 0.800530 -0.062495 -0.062495 -0.043184 -0.010508 -0.019096 0.159800 0.205030 0.688500 0.014051 0.092025 0.049682 -0.068663 -0.090634 -0.317970 -0.018765 -0.392860 0.850470 0.707300 0.476150 0.476150 0.462630 -0.336640 -0.336640 -0.233370 -0.447920 -0.447920 -0.059272 -0.055903 -0.028491 -0.054344 -0.097751 -0.030267 -0.019096 0.163840 0.170160 0.169390 0.205030 0.205030 0.118290 0.660870 -0.468790 -0.455010 0.014051 0.111840 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.170 0.205 -0.363 -0.363 -0.455 -0.455 0.000 0.000 0.000 0.000 0.000 1.046 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.393 -0.393 0.811 0.707 0.476 0.476 -0.309 -0.309 0.801 0.801 -0.131 0.000 -0.448 -0.196 0.112 0.112 0.000 0.000 0.000 0.000 0.000 0.000 0.160 0.170 0.205 -0.363 -0.363 -0.455 -0.455 0.000 0.000 0.000 0.000 0.000 1.046 0.000 0.000 0.000 0.000 -0.323 -0.323 -0.393 -0.393 0.811 0.707 0.476 0.476 -0.309 -0.309 0.801 0.801 -0.131 0.000 -0.448 -0.196 0.112 0.112 10.6906980 9.3505012 10.6028569 6.7552882 7.3883032 11.0538844 5.5303236 9.7417240 11.5411022 11.8110932 10.4233205 10.6199052 11.2013326 9.0365308 11.0345455 14.2843747 13.7029999 9.9397133 11.6359690 9.0173585 13.5177285 10.9802963 12.1591324 7.5258066 9.5703381 12.5968153 10.9286385 11.0277751 11.2677387 -0.7916076 11.0416797 9.1640441 10.4160188 10.3688960 12.5031586 11.5953318 7.9962967 8.6367544 8.7436698 3.9632799 13.4773748 12.2522760 7.1856743 2.0157473 15.8276095 11.4509729 7.9088339 5.4937978 9.9740948 11.1020750 8.0087765 6.1625907 4.2083924 14.4337900 9.2126148 2.3783174 13.3863720 9.7260637 10.6523738 4.2527865 -0.7916076 9.9157535 8.4323957 7.5074648 7.5747161 4.7319544 7.3325155 10.5488007 9.7171794 9.3517648 9.0392580 10.3562352 5.8666064 9.1272574 1.5303205 9.6891845 10.9414096 10.1309787 3.0157473 10.3889250 7.9192006 9.3402511 4.8231022 7.6719189 0.2083924 5.2527865 11.1047267 11.6304590 2.5303205 10.8188101 7.8194191 NA 13.5666334 15.2233955 10.7744483 7.8701723 5.7475539 10.5308858 10.7441556 NA 7.1092613 3.9632799 8.9157533 13.2806601 9.6637216 9.5087467 1.7933549 9.3920297 11.2958571 11.0161517 12.9298139 10.7426971 TCGA-FR-A8YD 56 1 1103 896 753 stage iic t4b n0 m0 yes yes 4.5 female 2011 no white not hispanic or latino 1 1 NA NA 1 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.7595025 1.5623279 -0.7595025 11.1011171 5.9953059 8.7717994 3.4103411 1.2404365 1.2404365 4.9128414 NA 1.8253786 2.5623523 5.6327364 0.2403754 4.2404212 1.2404365 5.4498717 8.9356463 1.5623279 5.8253811 8.0086023 8.7262475 8.9356463 4.3697038 NA 10.9550928 8.8121706 13.2932408 9.5847140 NA 1.5623279 6.8697752 6.9339054 7.8842743 9.2997625 NA 7.3541603 NA 6.3489423 1.2404365 6.0605965 12.5050072 5.1711548 8.5350389 1.8253786 NA 1.8253786 5.0477739 4.2848102 8.3901651 -0.7595025 10.0283206 4.1997273 4.7639798 1.8253786 5.8551276 6.1711548 9.1637455 7.3541603 11.2216285 12.6180353 9.7786070 8.1200014 4.5979721 1.8253786 -0.7595025 0.8253786 NA 9.7571029 4.1946150 NA 2.6998403 0.2403754 NA 6.0477739 NA 3.3278742 6.3799692 13.2512084 2.5623523 5.4302418 12.4950038 11.5211888 2.9408621 4.5258183 3.9953036 10.6327354 8.6067402 4.8551276 5.5072048 7.9886108 6.4978055 3.9408621 NA 4.4103411 -0.7595025 1.5623279 NA 0.8253786 13.9514854 9.2861777 10.4710390 0.2403754 -0.7595025 2.0477827 NA 8.0764682 3.0477652 4.3697038 3.8253786 5.3065065 4.8253786 NA 2.6998403 1.8253786 1.2404365 1.4730595 2.6998403 8.4002894 12.0582011 0.2403754 1.8253786 4.2848102 6.3593595 6.7639798 4.0477739 NA 2.4103411 4.1946150 -0.7595025 NA 4.8551276 NA 6.1940319 0.2403754 11.6587977 4.3697038 11.9738571 5.2404174 9.3754989 0.8253786 0.8253786 4.3697038 -0.7595025 0.2403754 4.6666828 0.2403754 9.2502465 4.1473067 NA 8.5957692 -0.7595025 -0.7595025 0.2403754 6.2404174 4.5258183 8.7201173 9.5566996 -0.7595025 NA NA 6.9615168 NA 2.0477827 NA 3.3278742 NA 3.2404212 -0.7595025 0.2403754 6.2176980 4.3278813 4.6998514 2.5623523 NA 13.5961820 9.4644198 0.8253786 0.2403754 0.8253786 -0.7595025 NA 0.8253786 6.0477739 NA 4.1946150 NA NA 1.2404365 0.2403754 4.2848102 -0.7595025 -0.7595025 9.5107133 3.4883479 NA 8.5869317 10.6056468 -0.7595025 13.1888765 NA -0.7595025 9.5407707 2.9408621 7.5847138 3.7532729 3.4883479 5.4692381 NA 0.2403754 NA 9.1858618 7.0733083 -0.7595025 8.4351748 5.1473067 3.4103411 3.1473067 1.2404365 0.2403754 8.2262600 4.9953036 1.8253786 -0.7595025 7.4153438 8.7756936 2.8253786 6.0605965 2.0477827 8.7181763 NA NA 2.8253786 4.2404212 -0.7595025 NA 7.7834501 4.5979721 10.2875419 5.0217773 9.2432892 4.9408574 NA 9.9512245 3.0477652 0.2403754 6.9953059 1.5623279 1.2404365 -0.7595025 NA 8.5188675 -0.7595025 1.8253786 8.2600087 0.2403754 2.4103411 1.2404365 1.5623279 9.3825250 8.0669664 3.5623401 NA 7.3118800 0.8253786 8.5869317 0.8253786 1.2404365 8.8914696 9.2848121 0.2403754 3.8253786 1.5623279 4.4498717 11.8064720 6.5623462 6.2291034 2.0477827 NA 11.7201983 -0.7595025 6.3901655 4.0984027 3.0477652 3.4883479 6.6241228 5.6690296 -0.7595025 NA 4.4883479 2.2404059 2.5623523 10.4140951 5.2176960 10.3331751 NA 0.2403754 1.5623279 -0.7595025 7.1533078 NA 9.3384500 1.8253786 9.5589608 2.6998403 5.6998486 13.5443414 9.1047898 7.4400901 8.1946145 2.5623523 2.4103411 2.5623523 8.2460427 2.2404059 0.2403754 7.8697746 0.2403754 1.2404365 7.4547369 4.9683396 5.6327364 7.2175836 3.4103411 2.9408621 -0.7595025 0.2403754 1.2404365 6.4203274 0.2403754 5.7639798 4.1946150 2.8253786 11.3577365 3.1473067 -0.7595025 9.5612186 4.5258183 1.8253786 7.0348342 3.6998514 NA 4.4883479 8.3819123 6.4002886 NA NA 4.1946150 NA 1.8253786 NA NA NA 15.0375476 4.3278813 4.5979721 5.8253811 -0.7595025 NA 7.1169355 -0.7595025 4.7950084 3.1473067 9.9379417 0.2403754 4.4498717 7.9919622 0.8253786 4.5623462 -0.7595025 -0.7595025 NA 9.6370228 3.3278742 1.8253786 0.2403754 NA 8.3850764 NA 2.4103411 8.2929860 6.4788230 3.1473067 3.8842755 1.5623279 2.5623523 8.9477772 10.8031374 11.9713127 3.1473067 NA NA 1.2404365 4.9128414 NA 1.8253786 6.7402638 5.2505258 0.2403754 9.8923666 -0.7595025 -0.7595025 0.2403754 10.6225016 4.8253786 0.2403754 6.6833610 1.2404365 -0.7595025 1.8253786 3.4883479 NA 7.6284353 NA 3.5623401 -0.7595025 7.7242335 5.2848139 -0.7595025 -0.0138150 1.6857000 -0.0193140 0.6016000 -0.0077482 0.5927800 1.3263000 1.5129000 1.5184000 1.8721000 1.8235000 0.9694600 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11.148060 5.968340 8.880663 13.030184 12.618035 12.558113 10.954664 12.259140 9.435175 10.958094 14.638059 12.676739 13.108565 13.188877 9.689567 12.251121 9.135236 11.982096 11.928887 11.444378 12.872391 11.308860 12.356762 11.188055 1.240436 9.724234 10.943456 9.356762 10.259314 13.544341 10.876589 10.178527 8.005289 7.958094 1.562328 13.914224 13.2271489 9.2276821 4.9683396 15.8091452 12.3248943 7.3011139 4.1946150 9.1902447 11.1865933 7.7819793 7.0541995 5.3697003 14.4641181 9.7786070 6.0477739 13.9514854 7.2119613 9.5555675 4.6327335 2.5623523 8.6001675 6.8624700 9.4403603 9.2333563 8.3645392 7.8291329 10.3450167 9.2262600 7.4835917 8.6023619 11.4046965 3.4883479 9.9163751 3.9408621 9.7766653 11.0299517 9.2848121 1.2404365 10.7887583 8.0883521 10.3489424 4.2848102 5.4883447 6.3065065 -0.7595025 9.3384500 9.5589608 3.4883479 11.2018677 8.1382636 4.5623462 13.3779696 13.5783186 9.7824826 8.4692368 7.1169355 10.6402300 10.6203379 2.4103411 NA 1.5623279 6.9477772 12.2549145 8.5025128 7.8986298 0.2403754 8.7302660 10.5657235 10.4388631 12.8074234 8.9304159 TCGA-FR-A8YE 41 0 NA 3176 2771 stage ia t1a n0 m0 no yes 0.79 male 2006 no white not hispanic or latino 2 2 NA NA 2 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.3125809 4.2722995 1.8572644 -0.3125809 3.2109031 8.7385439 3.6415345 2.4946972 3.2109031 7.2946649 -1.3125809 7.4254274 -1.3125809 7.2983596 3.2109031 4.7958604 11.4075791 9.1167416 9.7262538 4.6180742 9.6516756 9.4237368 10.4101423 8.9704232 -1.3125809 2.0092755 10.8233647 10.4190781 16.0557304 11.5600097 0.2722621 0.2722621 7.8421529 9.3588760 8.3685732 11.3417471 NA 7.8547531 1.6873295 3.6415345 NA 8.4817506 14.3588483 4.2722995 7.0271850 2.2722920 5.4686941 1.6873295 8.7358217 7.1385462 8.4555192 1.4946716 10.6603146 5.3082152 3.6415345 0.6873295 10.3606439 9.1681250 10.1036045 12.1707727 9.7714789 10.7896386 4.5699771 11.5524881 NA 5.4288023 3.5942261 2.5942141 1.6873295 4.5202274 9.5083116 4.6873351 4.2419241 3.3311893 NA 5.6985630 -1.3125809 4.3597601 9.2020489 14.4533217 3.3877761 -1.3125809 13.8411639 12.3639531 7.9470782 8.5406446 5.2108953 11.0064424 10.2133450 8.0903469 7.7984705 10.3557767 7.7879972 3.8967853 -0.3125809 9.5783591 NA 6.7097028 1.2723219 -1.3125809 13.5266056 2.7747976 10.7090088 2.1467530 3.2722920 2.9352711 2.4946972 NA 3.1467693 4.6415287 7.9819554 10.0338486 7.3632920 1.8572644 4.5942261 6.0182514 -0.3125809 0.6433945 1.4946716 8.6788568 12.4904569 5.9447226 2.9352711 1.4946716 0.2722621 -0.3125809 2.0092755 3.3877761 1.6873295 4.7958604 2.1467530 1.8572644 6.4422220 0.6873295 10.1655736 NA 12.1075583 7.1871808 11.9114873 10.7634824 8.4135530 3.1467693 -1.3125809 7.3275796 -1.3125809 1.0092755 0.2722621 3.3311893 8.2835246 4.7958604 2.9352711 8.4186538 1.6873295 1.0092755 -1.3125809 5.3455454 5.4686941 5.9970394 9.5035185 8.3773329 NA 1.4946716 2.0092755 1.6873295 5.5202242 -0.3125809 3.0092576 3.0796512 4.5699771 NA 1.0092755 10.0047474 7.6032139 4.3877761 3.0796512 2.3877761 13.3290479 11.6134455 2.4946972 3.3877761 4.2722995 -0.3125809 -1.3125809 1.8572644 9.5979775 2.1467530 7.0924760 NA 3.1506896 2.1467530 0.6873295 2.5942141 -1.3125809 8.0580220 8.9979475 4.7097042 1.8572644 7.8114563 9.5011161 5.0967257 11.8377168 -0.3125809 1.4946716 11.2218809 10.2685355 11.6969885 10.5922253 10.0887477 6.9016537 1.2723219 0.6873295 -0.3125809 9.5453159 6.0536566 4.5699771 9.5949766 7.5390836 2.3877761 2.2722920 3.4946844 2.0092755 6.8967877 -1.3125809 3.8572644 7.2007074 9.3825631 8.8771593 7.6531188 7.8114563 3.2722920 7.5202250 3.4946844 1.4946716 9.8490965 5.9819554 4.7747976 -0.3125809 10.4173803 6.1385462 1.4946716 9.1881766 10.3292917 8.7303621 1.2723219 11.3882080 7.2946649 1.8572644 10.0366161 1.8572644 1.8572644 -0.3125809 3.1467693 9.4338491 0.6873295 4.9352617 10.8638197 3.7317263 6.9399999 NA 6.2571898 9.3239595 11.1849372 6.0182514 1.4946716 7.2797916 NA 10.6897982 3.4422269 4.5942261 9.0415841 10.0710391 2.2722920 3.2109031 4.1136005 1.4946716 10.8848587 -0.3125809 8.2779220 1.0092755 1.6873295 11.1585020 NA 9.0667132 9.3401797 8.6254440 6.0882137 5.5821525 10.0677256 2.4946972 1.4946716 7.1630680 -0.3125809 6.2264931 9.9819555 4.2722995 10.5592401 NA 4.7097042 3.4946844 -1.3125809 3.0796512 NA 10.6195496 6.1549396 11.2844562 8.5468698 5.4686941 12.5043185 9.3163453 8.1811900 11.0269065 4.2108953 7.3946942 6.1630680 9.0967257 4.7097042 4.7534227 7.7453268 5.8370829 4.9911136 8.7013553 4.2419241 10.4736045 10.7024676 9.1539211 NA NA 5.7317290 11.9015021 NA 6.8114556 8.2069709 0.4864570 -1.3125809 12.0444744 2.5942141 4.5453136 8.3808216 8.7330943 6.6985616 6.8622604 5.7958604 0.2722621 3.4422269 6.6120885 11.2935087 2.4946972 -1.3125809 6.5011159 -0.3125809 7.6061979 1.4946716 NA 4.9352617 12.5695958 9.5967030 7.6502311 11.3916708 2.7747976 NA 6.9016537 4.2722995 9.3455463 8.2965134 8.2815661 2.2722920 -0.3125809 10.7761231 6.1630680 9.3419709 1.0092755 0.6873295 -1.3125809 3.5942261 8.2226104 3.5942261 8.2816593 5.9541218 9.3544464 7.7426173 5.7747976 0.2722621 9.4041542 6.5328250 7.3203303 8.0115152 6.0967257 9.4101424 9.3419709 10.4910624 5.6415316 -1.3125809 1.5961241 8.1385457 9.1971098 2.6600387 6.7587975 6.3738361 8.9518127 2.1467530 9.8427856 2.6873295 1.4946716 2.4946972 11.5987268 7.5075140 1.2723219 NA 3.7747976 NA 8.4930789 5.0967257 NA 9.2928144 0.6873295 4.4422203 -0.3125809 10.1115011 8.8870073 1.0092755 0.00219000 0.00219000 -0.00073187 -0.00079452 -0.00619160 0.03570300 -0.00314890 0.00461720 -0.00375690 0.28806000 0.28806000 -0.06474100 -0.06474100 -0.00217980 0.00064966 0.00064966 -0.00964360 0.01032200 0.00990420 0.00962560 0.00392260 0.01339000 0.02823800 0.00219000 0.00433930 -0.00079452 -0.00079452 -0.00619160 -0.00619160 0.81869000 -0.00425590 -0.00314890 -0.00375690 -0.00375690 -0.06474100 -0.20158000 -0.03241400 -0.19656000 -0.19656000 -0.19656000 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12.504318 11.944721 8.068878 7.462122 8.380822 10.219204 13.062714 11.965639 10.521411 2.935271 15.575149 11.202788 8.494690 10.126127 8.029409 12.356331 7.669358 5.062372 8.941182 17.676544 4.569977 5.698563 13.526606 11.511896 10.534784 8.580636 2.272292 10.565769 9.828803 7.843873 8.874687 5.373836 7.831993 7.121963 9.864754 10.102020 8.055842 11.191409 10.088748 9.614372 6.954122 10.519038 11.532041 10.071039 5.582153 10.276986 8.511928 10.987973 5.981955 9.274175 6.930509 4.113600 10.619550 11.284456 2.774798 10.879628 7.904081 NA 12.646793 13.899375 10.880860 12.170017 6.901654 10.306638 10.599476 9.552295 5.520224 10.219204 11.281893 11.779063 10.047084 9.865377 2.687329 9.974470 10.487021 10.861636 12.815249 10.336142 TCGA-FS-A1YW 52 1 6598 NA 4637 stage ib t1b n0 m0 no yes 1 male 1987 no white not hispanic or latino 1 1 2 4 1 2 3 1 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 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0.000 0.000 0.000 0.258 -0.460 -0.402 -0.402 0.948 0.132 0.376 0.376 0.000 0.000 -0.731 -0.241 -0.126 -0.126 -0.381 -0.381 0.000 0.000 0.667 0.667 -0.211 -0.793 -0.785 0.000 0.000 0.000 0.000 -0.721 -0.721 0.000 0.000 0.229 0.229 0.186 0.186 0.135 0.113 0.000 0.000 0.000 0.000 0.258 -0.460 -0.402 -0.402 0.948 0.132 0.376 0.376 0.000 0.000 -0.731 -0.241 -0.126 -0.126 10.7168778 10.6947942 9.1962074 8.6029159 5.7937711 10.3989757 2.6487185 8.4280603 14.3990333 11.4381278 10.1510159 11.6040342 10.7795871 8.9664801 11.6943743 16.1176569 12.9754084 11.1710748 12.3261682 9.2174067 12.0962797 11.3961380 13.0957233 4.1962057 10.8389242 11.3868119 10.0561508 9.7953372 10.5038276 0.9483018 10.4762455 13.1567429 9.6020207 9.8085910 12.8957342 10.9479276 9.5009490 8.5993316 11.0499274 5.9926733 14.3324903 12.1916027 5.3576716 3.5921341 15.4701709 11.6776882 6.8671428 0.9483018 10.2881299 10.6973113 8.4619680 4.6761997 5.7937711 10.9703008 10.4922783 2.5332394 13.8070307 7.8247971 8.7361824 4.3405979 0.5332643 8.6556391 4.1577309 7.7980291 9.2348375 4.8062622 8.0775629 9.0476278 9.0724011 8.8701209 8.5124292 11.0357427 3.6487185 9.7288196 3.5921341 9.5076569 10.6663846 9.0449951 4.0357471 11.0594156 8.4884078 9.1783003 6.5257087 4.3745457 2.4077062 0.9483018 8.8093669 11.2354151 0.5332643 11.0672210 6.7031672 NA 13.2869466 12.3632293 10.0967565 11.1979859 5.1381059 10.7957288 11.0545157 0.9483018 NA 5.9926733 11.2118425 14.2049670 8.2451961 7.1866848 -1.0516982 8.4501171 11.2881299 9.2836702 13.8726285 9.4320957 TCGA-GN-A8LL 68 1 650 NA 209 stage iic t4b nx m0 yes yes 5 female 2012 no white not hispanic or latino 1 3 NA NA 1 1 2 1 3 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 9.3869502 NA 7.3308335 0.6304055 10.2733482 1.6304055 NA NA NA NA 1.2153680 1.2153680 0.6304055 -0.3695945 NA 0.6304055 2.2153680 8.0184111 NA 8.4441751 8.1617753 8.8447130 7.4569425 NA NA 9.2303068 9.7877408 14.1340334 9.1421466 NA NA 4.7596778 4.3308309 8.4215570 9.4002318 NA 7.1539563 NA 4.0227140 NA 0.6304055 6.3168951 NA 6.5611306 NA 0.6304055 NA 4.9157981 0.6304055 9.5831352 NA 8.5522349 5.0979984 0.6304055 0.6304055 5.2153563 4.8398488 10.8664081 4.6303938 11.4449764 12.1892929 8.7045355 3.5372836 1.6304055 2.8003098 2.8003098 -0.3695945 0.6304055 5.2742505 5.0566572 NA -0.3695945 -0.3695945 -0.3695945 1.2153680 NA 1.2153680 NA 12.7305635 2.6304055 8.4976726 10.0151777 11.5961782 -0.3695945 0.6304055 4.2153602 9.5714415 6.7072100 6.5372852 4.5845898 8.2303068 5.8003201 NA NA 1.2153680 NA -0.3695945 NA NA 11.4211171 -0.3695945 11.4080602 -0.3695945 NA -0.3695945 NA NA -0.3695945 1.2153680 3.0898201 4.6303938 4.3308309 NA 0.6304055 -0.3695945 NA NA 2.2153680 6.8495627 11.6617505 -0.3695945 3.8003201 0.6304055 NA NA NA 1.9523336 -0.3695945 -0.3695945 -0.3695945 NA 1.9523336 NA 1.9523336 NA 9.4883750 -0.3695945 13.5552992 3.8003201 9.4150287 0.6304055 NA 8.1222472 NA NA 4.7178573 2.6304055 7.4377487 -0.3695945 1.2153680 8.8616152 1.2153680 NA NA 7.7072093 3.0898201 5.9261181 7.1849824 -0.3695945 NA 1.2153680 7.2451039 NA -0.3695945 -0.3695945 11.6985004 NA -0.3695945 1.6304055 NA 5.5130359 8.1182341 3.8783232 NA NA 13.0469276 9.0671054 NA 3.0898201 NA 2.4377604 NA 1.2153680 3.6303938 -0.3695945 4.2742467 NA NA NA 0.6304055 -0.3695945 NA 6.4248096 9.4457772 -0.3695945 NA 2.6304055 11.4080602 NA 14.3380766 NA NA 8.3514932 NA 7.1849824 3.0633476 7.0312739 3.8783232 0.6304055 NA NA 6.9157957 8.5160904 -0.3695945 6.5372852 2.4377604 0.6304055 1.4127815 NA NA 10.9336039 NA -0.3695945 NA 9.5670318 9.2506137 1.9523336 2.9523149 2.8003098 9.6105334 NA NA -0.3695945 4.7178573 NA NA 7.3308335 -0.3695945 9.9757991 3.4377471 9.2781221 6.0397854 NA 9.3532015 NA -0.3695945 5.5130359 NA NA -0.3695945 NA 5.3308344 NA 1.2153680 6.5492579 NA 11.4778428 NA NA 9.4199275 6.1849824 5.7801421 NA 7.8971805 NA 10.1859417 1.9523336 4.0227140 8.8078134 8.4569425 NA 2.2153680 5.1539553 1.6304055 12.0964704 -0.3695945 1.9523336 3.5372836 -0.3695945 12.1086580 7.0650218 7.7902651 2.2153680 NA 2.4377604 1.9523336 5.1193603 NA NA 1.2153680 NA 2.9523149 9.4296756 4.0227140 9.5053753 NA NA NA NA 1.6304055 12.8614651 10.8519810 NA 9.5342758 1.6304055 NA 13.1089108 6.2085777 5.3308344 6.8103030 NA 4.5372836 5.8003201 10.1676123 4.3308309 -0.3695945 7.3377530 -0.3695945 NA 11.0392544 2.6304055 3.9523242 6.6720533 3.0898201 3.4377471 NA -0.3695945 2.2153680 NA -0.3695945 2.9523149 NA NA 14.6560959 7.3583145 NA 8.3377530 5.3028198 -0.3695945 1.6304055 2.8003098 NA NA 6.7708660 8.0440219 -0.3695945 0.6304055 6.3308344 -0.3695945 1.6304055 NA NA NA 15.4848484 2.6304055 4.3852792 9.6261611 NA NA 5.4117550 NA 3.4377471 1.9523336 9.2859246 NA NA 5.4377504 4.0227140 3.5372836 NA NA NA 7.0227118 1.2153680 3.3308309 -0.3695945 NA 8.9111646 NA -0.3695945 1.2153680 6.8003188 NA 4.8398488 2.2153680 5.0898244 3.8783232 11.4868194 9.9511945 NA NA NA 1.6304055 7.1695523 NA -0.3695945 3.3308309 5.9808913 -0.3695945 9.4837035 NA 3.9523242 0.6304055 11.3815195 5.1849824 NA NA NA 4.2153602 NA 1.9523336 NA 7.8003188 NA -0.3695945 1.2153680 6.3446386 5.1222461 -0.3695945 0.01656500 0.79704000 -0.86255000 2.23310000 0.01300700 -0.87619000 0.02160300 0.81532000 0.78119000 0.76696000 0.00000000 0.77368000 0.73720000 1.64190000 0.00152550 0.00152550 -0.02821800 2.59320000 -0.52879000 -0.93034000 0.75414000 0.66900000 0.00069327 -0.84835000 -0.88542000 0.81454000 -0.87346000 -0.90628000 -0.87883000 -0.88078000 0.01153900 0.02160300 -0.87502000 -0.87510000 -0.00332430 -0.87237000 -0.87237000 -0.87096000 0.01460900 0.01460900 0.01460900 -0.91889000 -0.88534000 -0.88673000 -0.00415460 -0.80269000 0.01349200 -0.88997000 -0.88085000 -0.01092200 -0.01092200 -0.92159000 -0.90411000 -0.89970000 0.36641000 -0.871 0.000 0.591 0.000 -0.615 -0.871 0.000 0.000 -0.881 0.000 0.000 0.000 0.000 -0.884 -0.884 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 0.000 0.767 -0.093 0.000 0.000 0.000 0.000 0.815 -0.060 -0.874 -0.874 0.774 0.774 -0.822 0.000 -0.228 -0.594 -0.871 0.000 0.591 0.000 -0.615 -0.871 0.000 0.000 -0.881 0.000 0.000 0.000 0.000 -0.884 -0.884 0.000 0.000 0.000 0.000 0.000 0.754 0.000 0.000 0.000 0.000 0.767 -0.093 0.000 0.000 0.000 0.000 0.815 -0.060 -0.874 -0.874 0.774 0.774 -0.822 0.000 -0.228 -0.594 10.9939812 11.0119369 9.0524588 6.9791222 4.7596778 10.9381640 4.0227140 8.8687988 13.2419467 12.1892929 12.2636162 12.4632839 11.1076462 11.3705963 10.5838629 15.9656796 13.2921720 11.5751060 14.3380766 7.0054337 11.9991732 10.5537214 13.9693392 1.9523336 11.2451038 12.7978121 10.7896345 12.1116888 10.6944630 -0.3695945 12.5954567 12.7033639 9.6247474 10.0846932 13.1089108 10.4092924 10.2966179 7.0054337 8.8053195 -0.3695945 13.3512794 13.1100479 12.0686660 3.0898201 14.4953983 10.9967162 7.5191369 3.5372836 6.4377487 10.0918734 6.4093909 4.7596778 3.5372836 14.0244546 8.7045355 1.2153680 11.4211171 8.0524588 8.5160904 6.4117533 -0.3695945 9.0269986 5.6076736 7.3993719 7.4312937 7.5492572 10.2551894 11.3617129 9.3168945 7.6076736 7.2886050 11.3608641 7.0312739 7.9157963 6.2153563 9.8628149 10.9169517 8.4569425 1.2153680 9.1460939 8.2524459 9.3116323 3.0898201 5.4632824 1.9523336 1.2153680 10.8519810 9.5342758 -0.3695945 11.5514910 6.1849824 -0.3695945 13.1385601 12.1938286 8.8759465 8.2886054 5.4117550 10.5940125 9.7519274 4.5372836 1.2153680 -0.3695945 8.6105336 10.1495584 7.4441751 7.5130367 1.2153680 9.4329104 9.4457772 11.2701868 12.2347155 8.7852121 TCGA-GN-A9SD 59 1 1807 NA 1366 stage ia t1a nx m0 no yes 0.5 female 2009 no white not hispanic or latino 2 2 NA NA 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.7054472 1.5127831 7.6391431 2.1648828 8.9780826 7.1442442 1.5127831 1.7054472 7.7194730 0.7054914 5.3053650 5.0977709 5.4196973 1.2904244 8.6213321 3.6123407 8.4469199 8.6258056 7.3919533 8.3348096 8.9366739 9.8015090 9.1233054 -0.2945971 NA 11.4810631 9.2960398 16.5296905 10.9911440 -1.2944201 2.0273664 7.0804925 9.0630048 8.4851720 11.2147329 NA 8.1190807 2.4058835 4.5128084 NA 3.4603363 13.5592009 5.3053650 4.5383457 -1.2944201 3.1648828 NA 7.6596492 5.1483973 8.7026323 0.7054914 9.3520114 4.5956588 3.3493087 1.2904244 9.9675476 8.2941672 10.6866633 5.8347365 9.2610004 11.5252327 3.8347314 11.1211946 1.0273664 6.6998056 4.9533817 1.7054472 NA 2.6123525 9.0684924 2.4058835 5.7054527 3.1648828 -1.2944201 4.6361896 NA 1.7054472 4.6361896 14.9065812 4.4603429 4.5128084 14.5912206 12.4998686 3.9533770 7.1811861 5.1317171 11.3560558 10.4269792 5.4196973 8.3690110 10.7816003 6.3919533 4.8552024 NA 8.4006809 NA 3.5634388 -0.2945971 -1.2944201 13.8203257 4.0273841 9.7922525 0.7054914 -0.2945971 3.2904097 -0.2945971 1.0273664 2.5128084 5.0453032 6.3348096 10.2275439 7.5224364 NA 3.7929178 2.9533770 NA NA 3.4058971 8.6138454 12.9058150 5.3919533 3.5634388 NA 2.1648828 -1.2944201 1.7054472 2.6123525 4.5128084 0.7054914 2.0273664 3.4058971 5.5256304 -0.2945971 8.8816258 NA 11.7462562 5.7166809 12.5377494 9.5454439 9.1892686 1.0273664 1.8753869 6.8450045 NA -0.2945971 1.0273664 2.4058835 8.6420907 4.0273841 2.4058835 8.6243159 2.7054472 5.6712368 NA 3.6596506 5.3493087 5.8469471 9.1912821 7.6123437 4.8552024 NA 5.6002698 1.5127831 3.1648828 -0.2945971 3.7054582 1.7054472 4.3493087 -1.2944201 2.0273664 8.9943189 4.0977709 2.9533770 5.8952784 3.0977625 12.9578225 9.9136871 NA 2.7054472 2.2904244 NA NA NA 8.5788968 0.7054914 7.1317171 0.2904244 1.7054472 1.5127831 NA -0.2945971 2.5128084 5.7715423 8.5540758 6.4265516 NA 7.4900879 10.2715068 3.8347314 11.6821959 0.7054914 -1.2944201 11.1293565 8.4982429 10.5614892 9.3793626 9.2922926 6.1317171 0.7054914 2.4058835 -0.2945971 6.9675479 7.8903281 3.7054582 8.8178921 6.7388759 -0.2945971 1.0273664 2.0273664 1.0273664 7.2523475 NA 8.1338132 1.0273664 9.0296334 8.9943189 6.3493087 7.4024203 1.5127831 9.0172012 3.1648828 1.2904244 7.7955650 4.7498453 4.3493087 1.2904244 9.7620905 3.6123407 10.2446116 8.4982429 10.3111731 6.9581177 -0.2945971 9.6891590 5.5256304 1.0273664 7.6596492 1.2904244 8.1483962 NA 1.0273664 8.1504678 3.7498453 2.9533770 9.3787619 0.7054914 5.8034854 1.8753869 4.8952784 8.5556398 10.1343363 5.6827334 1.2904244 7.7715416 -1.2944201 10.8875367 3.7929178 6.7607346 9.2378087 10.7047482 0.2904244 4.7498453 4.3201597 2.7929178 10.3220016 0.2904244 8.1483962 5.2600407 1.0273664 12.0027990 1.0273664 9.2951040 6.3053650 7.4367715 4.9342712 6.0453032 10.2084586 1.7054472 0.7054914 7.0977698 NA 8.9569351 9.6976830 5.0977709 10.3906395 NA 3.0273841 1.8753869 -0.2945971 2.5128084 NA 10.4050252 5.6243173 10.8875367 6.7498466 3.8753771 12.5474102 7.8784801 9.7354301 9.8921861 2.4058835 5.7929152 5.7054527 9.9669600 3.7054582 3.0273841 7.6332307 3.7054582 2.2904244 6.5063528 6.6596492 8.9474359 10.1233052 8.0069488 NA NA 2.8753869 1.0273664 NA 6.7222611 7.4868125 NA 0.7054914 12.8102153 2.7054472 1.8753869 8.2828818 8.3090793 4.2600407 6.4603396 4.9722377 1.2904244 1.5127831 7.1962638 10.6600127 0.7054914 2.4058835 5.4058937 -0.2945971 3.3493087 4.5128084 1.5127831 3.7054582 13.1315209 8.5634339 8.0848312 7.3275041 1.8753869 NA 6.7166796 4.1317212 8.1275177 7.5351758 8.8307370 0.2904244 7.2866529 9.9510055 4.4058903 8.5957170 NA -0.2945971 1.7054472 2.1648828 6.1233061 1.8753869 6.5941962 2.4058835 9.9185569 7.5911490 4.8139761 -1.2944201 9.7005132 5.9051246 6.7607346 5.9533793 5.4058937 7.9294543 9.1730582 10.7319762 5.0977709 NA -0.9610020 6.5880955 7.8061152 1.5127831 4.6361896 6.0092329 6.2323039 1.0273664 9.9948953 NA 0.2904244 2.7929178 11.5426865 7.4569967 0.2904244 NA 3.0273841 NA 0.2904244 6.0630046 NA 9.3945772 -0.2945971 3.6123407 -1.2944201 8.8501109 7.6769965 1.0273664 -0.072274 0.710940 0.723190 -0.069466 0.134400 -0.052396 -0.052396 0.158310 0.158310 0.138740 0.922280 0.139240 0.139240 -0.198000 -0.053611 -0.053611 -0.179170 0.138310 0.129040 -0.082004 0.726220 -0.079476 -0.072274 -0.072274 0.133170 -0.069845 -0.069466 -0.056846 -0.063166 -0.052396 -0.052396 -0.052396 0.158310 -0.286080 0.139240 -0.282510 -0.272600 -0.280490 -0.281830 -0.281830 -0.281320 -0.198000 -0.198000 -0.053611 -0.179170 0.138200 0.138200 0.146310 0.146310 0.128450 0.134350 0.134350 0.128460 -0.082004 0.012655 -0.282 -0.282 -0.198 -0.198 0.000 0.000 -0.179 0.138 0.146 0.134 0.134 0.128 0.128 -0.273 -0.273 0.000 0.000 0.000 0.711 0.145 0.145 -0.281 0.000 0.000 0.133 0.000 0.000 0.000 0.129 0.000 0.000 0.158 0.158 0.899 0.899 0.139 0.139 -0.273 -0.273 0.000 0.000 -0.282 -0.282 -0.198 -0.198 0.000 0.000 -0.179 0.138 0.146 0.134 0.134 0.128 0.128 -0.273 -0.273 0.000 0.000 0.000 0.711 0.145 0.145 -0.281 0.000 0.000 0.133 0.000 0.000 0.000 0.129 0.000 0.000 0.158 0.158 0.899 0.899 0.139 0.139 -0.273 -0.273 0.000 0.000 10.578128 9.284769 10.334354 7.450287 7.080492 10.760735 9.319242 8.133813 11.379530 11.525233 11.944007 10.424842 10.219674 9.953973 10.544657 14.768595 13.795979 10.520836 11.682196 7.787602 13.872753 10.879442 12.733186 4.727822 11.963872 11.140342 11.985789 11.236103 10.364557 3.914909 10.902055 11.265547 10.377878 9.987383 12.547410 11.723305 8.340264 8.894042 8.376109 3.229019 13.920758 12.251021 9.650897 3.027384 15.439830 11.218193 8.349309 9.502304 7.674120 12.991288 8.415743 3.290410 7.875378 16.027178 3.834731 4.636190 13.820326 10.688803 10.621332 7.177128 1.027366 9.691295 10.013223 8.154354 7.958118 3.875377 6.544657 9.980413 10.023431 9.913687 8.592673 11.994463 9.292293 9.684878 6.106332 10.230974 11.430819 10.704748 4.164883 10.124360 8.634282 10.871302 7.232929 9.203305 5.097771 4.377880 10.405025 10.887537 2.290424 10.532795 7.423301 NA 13.646271 14.477045 10.255237 10.750871 6.716680 9.973995 10.235859 9.520836 4.377880 3.229019 11.393922 11.061888 9.279100 8.407626 2.164883 9.284769 10.210768 10.237322 13.555786 10.131193 TCGA-HR-A2OG 59 0 NA 7 0 NA NA NA NA NA yes NA female NA no NA NA 3 2 NA NA 3 3 2 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.04558276 1.04558276 0.04558276 3.10445408 1.26795521 9.15059090 5.40310749 0.04558276 1.04558276 7.61033982 -0.53930985 6.37348291 NA 8.53205547 -1.53951953 6.38540515 9.98513479 7.11522889 9.26472407 5.64050236 8.90353664 9.23949137 9.25744371 8.72620794 1.04558276 6.43787356 10.67521565 10.14051283 16.48276573 11.68127364 0.78249244 NA 7.27757661 7.94642208 8.42059482 10.32323033 -1.53951953 8.00168967 -0.33151775 3.26795521 -1.53951953 3.81814499 12.85813394 NA 6.99586888 -1.53951953 4.88685738 0.04558276 8.59116364 5.61033982 9.17655491 -1.53951953 10.54041112 5.34494564 2.16101697 2.54806666 8.11880458 8.46481364 11.04625974 11.89169881 8.96739632 11.44429922 5.53740790 9.00555747 1.46058531 4.86998488 3.31857715 2.85291771 4.29348085 3.98415183 9.95444847 -1.53951953 6.86147281 2.70851834 0.04558276 8.12770446 -1.53951953 12.32051599 7.12237144 16.71289809 5.30608357 2.04554781 15.82706037 14.38841725 5.24195456 8.61793978 1.63049867 13.33216139 12.80814517 10.98611380 7.96441885 10.90042390 5.83563359 6.29979597 0.04558276 7.14007308 -1.53951953 6.01518086 0.78249244 NA 14.28532457 1.04558276 10.28714154 NA 0.46058531 2.04554781 NA NA 3.92002646 0.46058531 6.65041705 8.90457261 7.49125987 0.04558276 3.16103310 1.78253438 3.88686226 -0.53930985 2.92002646 8.81042704 12.82219416 6.80488864 3.10445408 -1.53951953 NA NA 3.95244540 1.04558276 4.36748290 2.46058531 1.92002646 NA 6.89522142 0.04558276 9.93226821 NA 11.95219562 2.26795521 12.17279754 8.98709230 8.88981148 3.78252389 -0.53930985 7.15407987 3.54805432 0.46058531 -0.53930985 2.46058531 8.70495667 4.95244540 1.92002646 8.52398804 -0.53930985 -1.53951953 0.05990899 4.85291272 4.86998488 6.41868246 10.44536751 3.50498896 3.04554781 0.46058531 7.67248121 7.25175601 4.74599560 -1.53951953 2.70851834 3.16103310 1.46058531 NA -1.53951953 8.37348248 3.58987133 0.46058531 5.01518086 1.78253438 13.74201597 10.73118036 0.04558276 3.92002646 3.16103310 -1.53951953 NA 1.78253438 10.43679908 0.78249244 7.06050572 2.16101697 -1.53951953 2.54806666 -1.53951953 NA 2.78251341 6.77347552 9.08172921 6.35541101 2.26795521 8.47461329 10.60906956 -1.53951953 12.50669384 1.26795521 4.54805432 11.20773701 7.16449668 9.03139740 9.17652923 6.60525134 6.75521341 NA 4.01518532 3.04554781 6.01518086 6.00748706 3.04554781 9.73788040 2.54806666 1.46058531 2.40452169 0.46058531 5.92002408 6.86147281 -1.53951953 7.09721784 3.51630517 9.71621174 8.91386357 6.58471452 5.91180421 6.98806999 7.59501947 2.54806666 2.70851834 9.34857525 4.90353483 6.35541101 NA 8.98806999 4.56912041 10.44927774 9.50430378 10.90318149 6.86573451 5.50498579 10.96193263 2.54806666 3.21547670 9.44287364 2.04554781 -0.53930985 6.90353604 NA 12.67217716 7.48296119 0.46058531 9.26633680 -0.53930985 2.46058531 -1.53951953 1.46058531 8.98513464 9.37048603 7.98806999 8.69061334 6.15408088 1.92002646 10.91746077 0.46058531 3.10445408 9.21213716 11.03187161 6.93226791 2.70851834 3.88686226 0.46058531 10.30255039 NA 8.14183126 1.04558276 -0.53930985 10.27397342 NA 9.06607250 8.67248121 9.53004284 4.43787356 4.83563106 11.03686477 0.04558276 -0.53930985 5.60014484 4.50498896 9.13213416 10.06329193 3.04554781 9.01326209 NA 2.98415183 7.42637715 NA 3.70851834 NA 10.51553644 6.57433467 11.45847813 6.66026550 -1.53951953 12.49522004 7.50883427 7.27116419 11.06213170 NA 3.16103310 3.95244540 9.67612598 3.78252389 1.92002646 7.54805586 2.85291771 4.56912041 5.99975202 8.13301836 10.22753593 9.24150177 8.11164483 6.76893195 NA 4.48295797 -1.53951953 NA 4.74599560 3.10445408 0.04558276 6.80044308 13.05001008 2.36748290 0.04558276 7.62046398 5.67976157 4.36748290 5.98415411 6.08264512 NA 2.98415183 7.59889070 8.34323591 0.04558276 NA 6.36748290 1.04558276 4.80044438 -1.53951953 NA -1.53951953 13.24338650 7.46902147 7.34628944 9.80932119 2.70851834 NA 5.67976157 4.31857715 8.70495667 5.80932183 8.34042118 3.04554781 NA 9.78982867 7.31546117 5.86998488 NA NA -1.53951953 8.93023497 7.42637715 3.10445408 4.95244540 1.26795521 8.29190004 2.16101697 7.45777239 2.04554781 10.49091524 8.00941492 6.01518086 6.93632699 6.15408088 10.13346026 9.14095244 10.79318905 5.80044179 3.46059842 6.55704395 4.29348085 7.59758406 6.71986519 5.88685738 5.70852110 6.05506764 NA 9.91025761 NA 3.16103310 2.92002646 11.61999135 7.81814499 2.26795521 -1.53951953 NA NA -1.53951953 5.06050572 NA 9.41842062 NA 6.37348291 4.10444570 9.70376691 8.81594425 0.46058531 0.2701900 0.2701900 0.2701900 0.3349900 0.0171430 -0.2809500 -0.3009700 -0.2982100 -0.2810700 0.2958300 0.2969400 0.0000000 0.0051548 -0.0054775 0.0093288 0.0093288 0.2999700 0.2735000 -0.0246430 0.2071300 -0.0151720 -0.0234890 0.2701900 0.2701900 -0.2425100 0.3349900 0.3336900 0.0171430 0.0171430 -0.2809500 -0.2809500 -0.2809500 -0.5730700 -0.2789200 -0.0037206 -0.2805900 -1.0593000 -0.5906700 -0.5906700 -0.5906700 -0.5906700 -0.0054775 0.0060517 0.0093288 0.2982100 -0.2923500 -0.2923500 0.2735000 0.2735000 0.2535700 0.2653200 0.2747600 -0.3291100 0.2071300 -0.0084197 -0.591 -0.591 0.000 0.000 0.000 0.000 0.300 -0.292 0.273 0.265 0.265 -0.295 0.000 0.345 0.345 0.207 0.207 0.270 0.270 0.000 0.000 0.000 0.000 -0.258 -0.258 0.334 0.334 0.000 0.000 -0.281 -0.281 -0.298 -0.298 0.297 0.297 0.000 0.000 -0.289 -0.289 0.000 0.000 -0.591 -0.591 0.000 0.000 0.000 0.000 0.300 -0.292 0.273 0.265 0.265 -0.295 0.000 0.345 0.345 0.207 0.207 0.270 0.270 0.000 0.000 0.000 0.000 -0.258 -0.258 0.334 0.334 0.000 0.000 -0.281 -0.281 -0.298 -0.298 0.297 0.297 0.000 0.000 -0.289 -0.289 0.000 0.000 10.590198 9.271165 10.040380 7.515876 7.277577 10.770922 6.911804 7.818145 12.898455 11.444299 12.074498 10.022835 11.138313 9.959941 10.657502 16.288878 13.993740 10.329030 12.506694 8.807107 13.535529 10.553680 11.501396 6.782521 11.166657 15.598485 9.940878 12.373482 10.507717 3.318577 10.440018 10.907159 10.574335 9.379456 12.495220 11.879626 8.154080 7.720336 8.502252 2.782513 13.120032 11.716949 9.053984 2.161017 16.240081 11.580993 8.915920 6.397231 8.020926 12.878643 8.550560 8.164497 6.343235 15.999638 5.537408 8.127704 14.285325 10.962928 10.367484 6.915920 2.045548 10.208366 11.569934 8.667754 8.855056 4.548054 4.075302 10.132134 10.171399 9.324779 7.429259 12.531804 6.605251 10.019014 3.886862 10.295064 10.836176 11.031872 5.650417 11.007729 7.985781 11.578236 4.670047 9.703767 4.460592 6.195302 10.515536 11.458478 8.603976 11.363411 7.752914 -1.539520 12.457066 13.669551 11.127705 11.592128 5.679762 10.649182 11.364851 2.460585 3.548054 2.782513 9.430699 10.318916 10.161900 9.516553 5.089951 9.853983 10.723275 11.081042 13.122315 10.208366 TCGA-HR-A2OH 46 1 2004 NA 1523 stage iiib t3b n2a m0 yes yes 3.4 female NA yes NA NA 3 2 NA NA 2 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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9.549766 8.548036 8.775317 8.483006 5.397758 6.137231 9.072887 9.725946 9.756840 9.570469 11.265870 6.044121 9.727818 5.629086 10.336904 11.317969 10.978534 6.106857 11.058328 9.651695 10.054106 5.238768 7.647666 1.722204 4.307159 7.905415 11.501366 3.410246 10.978009 7.535262 NA 12.847894 13.846925 10.349120 9.055100 4.944587 9.753167 10.204666 -1.447721 NA 4.529546 8.956346 12.522490 9.742093 8.938131 2.800206 9.272513 10.775064 10.451248 12.468615 9.879821 TCGA-RP-A695 NA 0 NA NA NA stage iv tx nx m1c NA yes NA male NA no white not hispanic or latino 2 1 NA NA 1 1 3 1 3 1 0 0 0 0 4 4 0 0 0 0 0 0 0 0 0 0 0 0 6 4 0 0 4 0 0 0 0 0 0 4 0 0 0 0 1 0 0 0 0 4 0 0 4 0 0 0 1 0 0 4 0 4 1 0 4 0 0 4 0 1 0 0 0 0 0 0 0 0 0 0 4 0 0 0 0 4 0 0 0 0 4 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 4 0 0 0 0 0 0 0 0 4 0 0 0 0 0 4 0 0 5 0 0 0 0 0 4 4 0 0 0 0 0 0 0 0 4 0 1 0 0 0 0 0 0 0 0 4 4 0 0 0 0 4 0 0 0 0 0 0 0 4 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6 0 0 0 0 0 0 0 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10.3483450 10.7122827 1.9455702 6.1331977 4.7756458 10.1733195 12.1288178 10.2913447 8.3511840 -0.2243173 9.0128547 10.5196376 9.8007844 13.3739300 10.6471651 TCGA-RP-A6K9 NA 0 NA NA NA NA NA NA NA NA yes NA female NA no white not hispanic or latino 3 1 NA NA 1 1 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.2901442 7.4081454 NA 1.1526377 6.2401082 9.6022058 7.5989004 -0.1692579 2.5311444 6.3853051 NA 5.7376056 0.4156505 9.4727680 0.4156505 4.2901516 7.9855346 8.1705666 8.9880632 7.2315956 9.7907183 9.6210648 10.7225000 9.6956762 6.0106254 5.2057561 10.7514414 8.9651427 15.4316601 11.2635192 0.8307421 6.5311553 6.3929579 7.0401702 8.3023917 9.9975071 -1.1694201 8.7285617 -0.1692579 2.2901590 0.4156505 2.2901590 12.3673278 NA 7.1435995 1.6380738 4.6886951 0.4156505 9.4203674 5.3853068 9.2337285 NA 10.1833116 5.8593956 3.0006491 2.4156776 9.3503525 8.5688085 10.7285618 8.1458659 9.7680902 12.6986707 8.8447368 10.1593913 5.2401082 6.7436052 6.9753745 6.5242032 4.2569804 8.6918032 7.9392407 1.1526377 5.7376056 3.9600019 NA 9.4924944 -1.1694201 11.7668021 5.6508966 15.9261855 5.3064482 5.4454254 15.4496610 14.0732206 5.2057561 6.0595348 7.4889279 14.0807556 13.9241339 11.7834576 9.1882684 11.0878095 7.4960524 6.7133590 5.9075325 6.6120767 -1.1694201 2.0006491 8.7717638 1.1526377 13.8234246 8.9689881 10.7167939 2.1526377 NA 4.5031388 -1.1694201 7.4306290 0.4156505 5.6636065 6.8137094 8.6235066 6.9444591 6.5721833 7.0975033 5.1161194 1.1526377 1.2663368 6.0303891 8.2569809 13.1640814 8.0833820 0.8307421 2.4156776 0.8307421 2.6380738 3.4745788 1.1526377 5.8968046 1.1526377 1.8307015 -1.1694201 7.3185564 -1.1694201 8.9548117 NA 12.3294409 8.0450355 12.3515805 8.6840259 9.0963314 2.8307218 0.8307421 6.0205400 3.0786440 6.1435995 2.9181763 4.0786440 9.3669636 4.0401735 3.6380738 8.6186190 -1.1694201 NA -1.1694201 5.2736613 6.0691221 6.1125083 11.8745980 3.6380738 5.0595370 4.8307167 4.9804641 1.8307015 6.6824651 -1.1694201 7.2273214 -0.1692579 8.3265715 -0.1692579 0.8307421 8.2014035 3.2901442 4.9392407 6.6699197 4.8079937 13.2689234 9.5696530 5.4745723 4.3542758 2.4156776 4.3542758 3.8307117 0.8307421 10.3240715 1.4157046 8.9247941 1.4157046 4.1882664 3.5311569 2.2901590 1.6380738 5.4306298 3.2901442 10.0260885 6.4600725 2.5311444 7.4156792 10.0474622 2.2901590 12.0243957 1.4157046 3.4156776 10.4582502 8.2777998 9.7056977 11.8816074 7.6348473 7.2057561 -1.1694201 3.8751116 1.6380738 9.6428936 6.3620981 6.2569804 9.2003136 4.6380738 2.4156776 3.8499692 1.8307015 5.7376056 7.2653450 3.2901442 9.0352874 3.3334237 9.8994947 9.5930984 6.3385118 9.3135243 2.0006491 11.0202321 3.1526377 2.6380738 7.8447365 6.9444591 6.9804629 5.0401691 9.8489165 5.4454254 6.6824651 8.2422271 11.8379959 7.5789093 6.9599996 11.0435167 4.9181811 2.8307218 8.7584944 4.3853068 3.6380738 1.1526377 NA 10.7699282 4.0401735 2.6380738 9.7209806 3.2901442 4.6886951 2.5311444 4.1882664 9.0738904 9.6548796 10.5324560 8.5119546 6.9548372 0.4156505 11.3681775 4.3542758 5.7133604 9.3365280 10.3713287 6.6186190 5.5172158 7.2485690 1.4157046 10.3099914 1.8307015 8.1571458 5.4745723 1.6380738 10.3939126 3.7849122 7.5755498 9.1805504 11.1540526 3.6886951 8.1481288 8.9941775 2.9181763 6.6316165 5.9075325 -0.1692579 9.5721833 6.6508952 3.1526377 9.7570124 2.6380738 5.0786440 7.3737483 -1.1694201 5.6380709 NA 9.5552302 4.8751116 11.7907183 6.7555286 1.6380738 12.4633708 7.5032128 8.1344972 10.6540835 5.0205422 9.4119168 9.0267035 7.0975033 4.2230363 2.2901590 8.0377309 3.0786440 6.5172174 7.7465956 7.1253370 8.1045117 9.6125105 8.4817680 4.6120753 0.4156505 4.0786440 6.9181787 4.8968046 5.2901479 6.1344961 -0.1692579 4.8530824 13.2807677 3.8307117 1.4157046 6.3305620 6.7436052 3.9181763 6.3305620 5.3853068 NA 2.5311444 6.8131399 9.8826050 3.8751116 3.5311569 6.7907186 0.8307421 3.8307117 0.4156505 0.4156505 -0.1692579 11.7389213 7.1882684 8.1571458 9.0106254 3.2230363 NA 7.5822602 6.6444980 8.6508952 6.6508952 9.1923860 2.5311444 1.1526377 9.3689052 7.5031420 7.0738898 0.4156505 -1.1694201 1.1526377 3.0786440 7.1299238 5.5449613 5.7732315 7.6087937 11.0134211 2.5311444 3.5855996 6.7673542 8.7834576 7.5207145 3.1526377 5.0006401 5.4005721 10.0786439 10.3013752 11.5789092 4.4156776 2.9181763 -1.1694201 5.7732315 8.3776110 6.6699834 6.8751104 6.7133590 7.3622533 NA 10.4375842 -1.1694201 2.7376002 2.2901590 11.9995451 6.6762067 5.7255340 NA 2.0006491 3.6380738 5.4005721 6.3929579 NA 9.5501051 6.4005721 6.4454254 5.7732315 8.7863663 7.9418522 4.3853068 0.5110700 0.5110700 0.5142000 -0.0750780 -0.5237900 0.0047190 -0.4516700 0.5271300 0.0258120 -0.0132640 -0.0228810 1.0434000 1.0388000 -0.0922130 0.4588100 0.4588100 0.5613400 0.4770100 0.3853500 0.5222300 0.9530400 -0.4899500 0.0353830 -0.5091900 0.0021744 -0.0844190 -0.0764120 -0.5237900 -0.5520600 0.0047190 -0.4296300 -0.4385700 0.0459910 0.0459910 0.9706900 -0.5072200 -0.5072200 -0.9835800 -0.5162000 -0.5162000 -0.5162000 0.3991100 -0.0762780 0.4588100 -0.5507600 -1.0405000 -0.0370820 0.4770100 0.4770100 -0.0304770 -0.0304770 -0.0258930 0.3853500 0.5222300 0.0000000 -0.984 -0.984 0.399 0.000 0.459 0.459 0.561 -0.479 0.477 0.000 0.000 0.385 0.385 -0.518 -0.518 -0.042 -0.042 0.000 0.476 0.953 0.953 0.566 -0.490 0.109 0.109 0.000 0.000 -0.489 -0.489 0.000 -0.430 0.000 0.000 0.000 0.000 1.039 1.039 -0.507 -0.507 0.000 0.000 -0.984 -0.984 0.399 0.000 0.459 0.459 0.561 -0.479 0.477 0.000 0.000 0.385 0.385 -0.518 -0.518 -0.042 -0.042 0.000 0.476 0.953 0.953 0.566 -0.490 0.109 0.109 0.000 0.000 -0.489 -0.489 0.000 -0.430 0.000 0.000 0.000 0.000 1.039 1.039 -0.507 -0.507 0.000 0.000 10.320564 9.492494 10.781272 8.954838 6.392958 11.117274 7.688697 8.332554 13.152275 12.698671 11.150388 10.380020 10.573868 11.185517 11.144450 16.460649 14.687020 11.719840 12.024396 9.409089 13.351396 11.132213 7.125337 9.815135 11.016211 14.939649 11.010936 12.400928 10.407201 2.638074 10.393436 9.888708 10.810499 10.108004 12.463371 13.044198 10.288097 8.950954 9.894785 6.452768 13.305816 12.4900433 9.5250742 3.8307117 14.1407589 11.4527682 8.0690974 7.0786440 10.4550549 12.6037525 9.7736120 4.7614555 5.6380709 15.6202245 8.8447368 9.4924944 13.8234246 9.6348473 10.2490960 7.2901479 2.9181763 10.1367780 8.3872225 9.4541498 9.4799726 5.3542794 4.1882664 10.4808706 10.0833817 10.2845014 8.1045117 11.1568649 7.6348473 9.6532872 5.3385100 10.3018835 10.9201668 10.3713287 4.4745723 10.6243196 9.3659917 12.7558999 5.3385100 9.0081359 4.8968046 7.5552302 9.5552302 11.7907183 8.2485690 11.2022208 7.0254729 6.5654266 13.2645625 14.2619527 10.8019006 11.3946276 7.5822602 11.0006413 12.4179079 2.4156776 2.0181712 6.4527684 11.1599521 9.7693698 9.5930984 8.8377437 0.8307421 9.9760117 10.9525736 10.4398951 14.1168048 9.0643359 TCGA-W3-A828 66 1 3683 NA 1857 stage ii t3 n0 m0 NA yes 0.5 male 1997 no white not hispanic or latino 2 2 NA NA 3 3 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.34687181 3.53951866 -1.04543143 4.88529615 6.58391316 8.75383850 4.59841285 2.12449357 0.95456857 2.27649667 -0.04543143 5.83719900 0.53953107 9.92466288 -1.04543143 5.06308008 3.04201390 6.66880274 9.56003662 7.85542354 10.11253542 9.26289609 8.86894229 8.89119496 8.71942852 5.44641174 11.12760949 10.62344203 14.98446969 11.69918067 3.27648178 8.33176746 6.62698224 7.05258870 8.04995416 9.56465901 -1.04543143 8.05258924 0.53953107 3.41398665 4.20248825 5.92034094 11.99809704 7.23532785 9.10684190 4.44640843 5.81253930 0.95456857 10.00372492 6.78110525 8.49952144 0.53953107 10.08319581 5.29938388 5.65499684 6.43837270 6.77473568 7.44239699 11.50530379 8.01795196 7.52061082 11.76512868 9.63051414 12.07706150 6.50914634 1.53953107 11.18006573 3.20248041 4.08384308 10.12448207 8.34257430 0.95456857 2.86143931 1.27649667 1.53953107 4.68247779 5.59841285 14.10589074 4.31210605 20.80650466 8.82183583 13.17561543 19.02625899 13.75994824 7.49758921 7.97692493 7.73263417 15.22424989 15.27857931 10.69728749 5.62698224 10.47762886 7.81564395 8.68757235 NA 6.35543567 NA 4.27648178 8.70274999 1.53953107 13.90974830 10.12698460 10.56604300 2.12449357 2.65498538 3.41398665 0.95456857 10.32742207 3.99895367 6.48593876 6.27648550 6.94891033 8.62698224 5.43029196 6.09410936 3.65499684 0.53953107 0.53953107 7.43029029 8.80317988 12.24500794 10.56696486 2.53953107 6.64804402 6.72274197 8.44440494 6.76191153 -1.04543143 2.95454996 5.10430311 5.29440755 NA 7.09410831 NA 8.53387283 2.12449357 12.35022503 7.84634099 11.64542805 10.62432794 8.49758882 0.53953107 2.41400019 10.35492417 1.27649667 9.02064609 5.27648550 2.12449357 7.83414044 4.95455927 NA 8.08898323 0.95456857 NA 3.34687181 8.35969861 7.47811920 6.43667990 9.36712684 2.76190222 4.16401389 0.53953107 -1.04543143 6.96578428 6.03137314 0.95456857 7.16401087 -1.04543143 11.33934080 3.81253930 NA 8.33826127 6.17372510 8.52061122 7.11442845 4.23995552 13.57626553 10.40834206 2.41400019 5.27648550 1.76192349 2.53953107 3.41398665 2.86143931 9.42419884 -0.04543143 5.61276826 NA 3.20248041 5.68247779 7.38500990 6.32087996 7.18817638 4.12448530 8.65152462 7.04201937 5.44641174 8.21194474 10.58436896 -1.04543143 9.13197654 9.04863481 3.95455927 10.08319581 5.84937382 8.35969861 9.00848297 5.16400986 8.99621614 -1.04543143 4.38081948 -0.04543143 7.46235176 2.53953107 9.03936544 9.69349375 6.03137314 4.27648178 2.76190222 4.41398665 1.76192349 7.95173640 5.93183668 6.74897237 0.53953107 9.86744632 8.63930561 6.07349893 10.86819442 4.81253930 10.88455511 4.76191286 0.53953107 11.96351083 6.26744029 4.23995552 8.94607901 8.82183583 8.07867814 2.53953107 10.36182482 10.61114277 9.49274589 11.54116231 10.55725585 6.74897237 6.23068145 9.61900430 3.76191286 3.53951866 5.87341950 1.53953107 14.88120050 -0.04543143 1.27649667 8.64804402 3.04201390 4.34687181 5.20248433 4.16401389 10.56972680 8.82183583 8.58391354 -1.04543143 7.19296148 3.27648178 9.93826329 3.86144924 4.62698224 9.27647387 10.89853692 11.93004679 5.59841285 5.86144676 -0.04543143 9.66966107 6.66880274 8.88972206 6.92610026 NA 10.58072230 NA 8.85088941 9.62609814 3.20248041 9.81098254 7.48203428 10.67526303 4.16401389 NA 8.64105753 3.12447703 6.74245900 7.41808113 2.86143931 10.37662183 NA 8.79847796 6.61276826 -1.04543143 7.57294271 NA 11.44966253 7.20248433 11.62874931 6.48593876 6.55446913 12.29788156 7.95427542 8.78269359 10.08384002 2.76190222 3.41398665 6.43029029 6.95455694 6.24917794 1.95456857 7.87342012 1.27649667 7.91165923 4.65499684 6.70275034 8.39957188 10.11531083 6.32087996 7.23532785 1.95456857 0.95456857 3.04201390 6.36394725 4.62698224 6.93183668 0.53953107 2.95454996 12.19072075 5.68247779 3.86144924 6.70944504 3.65499684 4.34687181 7.23995934 6.12448117 -1.04543143 5.78744814 5.59668175 9.50914594 4.99894916 0.95456857 6.73591610 0.95456857 4.97692264 0.95456857 0.53953107 4.20248825 0.95456857 4.68247779 8.16644532 8.13943215 3.34687181 NA 9.16279135 7.59841285 8.16887616 4.73591746 9.27587633 1.53953107 NA 8.95032406 9.35756916 7.57660905 NA NA -1.04543143 2.12449357 6.64804402 5.38082294 3.27648178 2.76190222 9.23648712 5.04201828 7.07867814 8.40576820 10.07867828 9.21782614 6.36394725 10.46630970 6.43029029 6.48593876 9.19773101 8.73099006 8.50530384 NA -1.04543143 1.76192349 9.06308143 4.59523510 9.87118294 8.68757235 7.49758921 NA 10.62432794 2.53953107 4.73591746 2.12449357 11.50434172 5.82492057 9.49080416 6.30328576 4.04202265 3.47811758 -0.04543143 5.23995934 -0.04543143 9.25947871 6.21194474 5.72274197 4.31210605 6.65499684 7.66191630 -0.04543143 0.19316000 0.19316000 0.19316000 -0.00455810 0.02025800 0.01829800 -0.00057098 0.01424500 0.01424500 -0.14880000 -0.13324000 0.00282900 0.68652000 -0.00063863 -0.01262400 -0.01262400 0.02109800 -0.54693000 -0.03416900 -0.06499200 -0.04056300 -0.06203900 0.29864000 0.19316000 -0.13861000 0.01927800 -0.00455810 0.02025800 -0.64993000 0.01829800 0.01829800 -0.68810000 0.03713200 0.02769300 0.00282900 -0.68493000 -0.68493000 0.00755460 -0.00354680 -0.00119290 -0.00119290 -0.04612400 -0.00063863 -0.02035800 -0.68821000 0.53805000 0.53805000 0.30751000 0.27417000 -0.03021400 -0.03021400 -0.03021400 -0.05409600 -0.07999700 -0.02561100 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.274 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.193 0.193 0.000 0.000 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.685 -0.685 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.538 0.274 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.193 0.193 0.000 0.000 0.000 0.000 0.000 -0.139 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.160 -0.160 0.000 0.000 -0.685 -0.685 0.000 0.000 10.696024 9.483011 10.001681 6.094109 6.626982 10.344726 6.971365 7.849375 11.900732 11.765129 11.310459 10.020646 11.093789 11.153309 10.927178 14.641003 13.006701 10.149314 9.131977 8.571106 13.123307 10.554470 8.809425 11.341767 11.190571 12.061938 10.943951 12.833566 11.291621 4.239956 10.088341 11.113798 10.467298 9.236487 12.297882 12.200258 9.314307 8.572943 8.680775 3.276482 12.765329 12.835193 11.703379 2.654985 13.780705 11.305772 9.223684 6.729345 7.876398 11.288830 9.125146 8.323063 6.729345 15.101782 9.630514 4.682478 13.909748 10.072849 10.521087 10.249752 5.873420 9.493716 8.880853 8.157391 8.031373 7.554470 5.221344 9.119464 11.456643 10.577501 8.891195 11.378723 5.164010 10.053905 6.192961 10.582547 11.841968 10.898537 6.104303 10.616335 9.682384 12.260334 7.478119 8.134466 5.998951 7.226020 11.449663 11.628749 7.547014 11.316501 7.325244 8.687572 12.384225 13.446097 11.108426 10.127610 9.162791 10.302178 11.673518 3.124477 NA 3.276482 9.946787 9.162596 9.847859 10.342036 2.761902 9.939687 10.679923 9.905842 12.981686 11.062101 TCGA-W3-AA1O 85 1 122 NA 31 stage iii tx n2 m0 NA no NA male 1997 no white not hispanic or latino 1 1 NA NA 1 1 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.50944249 NA 9.03788405 4.00127982 8.76209530 3.20987442 NA 2.09440499 1.31678294 -1.49045616 4.00127982 0.50944249 4.39207008 1.50944249 2.83135032 NA 4.06402056 9.21419816 0.50944249 9.30140680 9.22796268 7.58624533 8.59556594 NA NA 12.16149056 9.54354093 14.36364083 10.62154349 1.09437121 -0.49065886 8.16942598 5.65917677 8.33279698 7.53733568 NA 9.71888319 -1.49045616 2.09440499 -1.49045616 -1.49045616 10.26055546 -1.49045616 4.00127982 NA 4.34232006 NA 7.83135792 1.96886490 8.70048896 1.83135032 10.16361836 4.00704297 0.09437121 0.83139086 4.15328652 5.91882031 11.42568258 5.61795373 7.70418655 11.82924308 9.33438861 6.77621587 -0.49065886 3.03300004 1.96886490 2.20985882 -1.49045616 3.93569546 5.91030814 NA 2.09440499 -1.49045616 NA 5.03299123 NA 7.69182446 0.83139086 15.07482950 3.50942982 2.31678294 14.29518883 12.45523946 1.31678294 3.41632633 1.96886490 11.26848580 10.57417267 5.26431873 4.12413786 11.28504017 4.36741300 2.67935623 -1.49045616 5.15328652 NA 3.46362246 NA NA 14.72440404 -0.49065886 10.48599399 -1.49045616 -1.49045616 2.31678294 NA -1.49045616 0.50944249 1.31678294 6.23052967 4.91882031 7.05632449 NA 3.50942982 -0.49065886 NA -1.49045616 1.31678294 9.78380809 12.10945890 4.55382126 NA 0.50944249 NA 0.09437121 NA -0.49065886 2.67935623 8.14424067 0.09437121 NA 4.29079299 -1.49045616 2.75736467 NA 11.63967864 3.59688745 12.14990078 5.80405098 9.00528489 -1.49045616 NA 10.21160253 -1.49045616 -1.49045616 3.09438810 -1.49045616 9.91722870 0.09437121 -0.49065886 8.37206711 -0.49065886 0.09437121 -1.49045616 0.50944249 5.04858932 4.48280957 8.95029897 -1.49045616 -1.49045616 2.09440499 -1.49045616 2.75736467 2.41632633 NA 3.09438810 -1.49045616 4.20986662 NA 0.09437121 6.67433635 2.31678294 3.71888764 6.68435590 NA 12.60622736 10.32040310 -0.49065886 0.50944249 0.83139086 -0.49065886 NA 1.31678294 7.09063011 NA 3.63871103 NA NA -0.49065886 -1.49045616 NA -1.49045616 0.09437121 9.03886029 3.63871103 0.50944249 9.80175152 11.79555442 -0.49065886 11.15913511 -1.49045616 -1.49045616 7.81092632 2.50944249 6.67433635 6.01397136 6.19593023 5.32960800 -1.49045616 0.83139086 -1.49045616 4.39207008 8.41180501 1.96886490 9.01722460 1.83135032 5.44016820 0.83139086 -1.49045616 NA 6.87137425 0.83139086 7.53733568 2.50944249 9.60020395 9.10934280 4.59689341 3.86697719 0.83139086 6.51505482 1.09437121 NA 5.16764294 7.11675981 2.31678294 NA 7.11675981 4.55382126 2.20985882 6.73343163 10.37974062 5.36740951 NA 10.34902739 6.45779783 0.09437121 7.95444469 1.50944249 4.79483172 NA NA 10.06880702 NA 1.96886490 7.20639708 -0.49065886 1.67933371 NA 0.83139086 9.21160265 7.04858823 3.46362246 NA 8.21160265 1.31678294 11.32801204 1.67933371 1.83135032 8.62447344 11.35707453 -0.49065886 -0.49065886 3.71888764 0.50944249 10.75051925 0.50944249 3.36741300 7.55108914 1.31678294 12.13570929 2.50944249 5.37979422 8.34073717 3.71888764 3.31678294 4.75735934 7.80969097 -0.49065886 3.93569546 7.24074936 NA 4.34232006 11.13833100 5.27761287 10.53595330 NA 2.90174544 NA NA 0.50944249 0.09437121 10.05101054 5.50942982 11.21549411 4.12413786 NA 13.07494850 6.00128208 7.34232006 10.87137364 -1.49045616 3.79483172 3.09438810 12.30059277 3.75735400 -0.49065886 7.84258543 0.09437121 3.09438810 2.31678294 4.39207008 8.74185087 7.28944442 5.55382433 -1.49045616 NA 0.83139086 -1.49045616 NA 5.59689341 4.55382126 NA 0.09437121 10.01126710 -1.49045616 0.09437121 8.75972843 1.96886490 1.83135032 3.96886490 4.57551807 -1.49045616 1.31678294 4.36442535 5.20987052 NA NA 1.96886490 0.50944249 2.20985882 -0.49065886 1.31678294 NA 13.41617957 4.81321170 2.96886490 6.87137425 NA 1.09437121 7.16764093 3.26431123 6.53733645 1.96886490 7.70723626 -1.49045616 0.50944249 7.34863345 5.13878580 3.03300004 -0.49065886 NA NA 5.07928423 4.91882031 0.50944249 0.09437121 1.09437121 8.59024757 0.09437121 3.79483172 -0.49065886 7.07548343 5.15328652 2.75736467 6.05632340 4.18185790 8.88120636 10.63063963 9.61009228 -0.49065886 NA 0.05533450 0.83139086 4.84927873 NA 3.09438810 4.69925178 6.82498674 0.83139086 9.96424324 NA NA 4.00127982 11.27139655 6.20291721 1.31678294 NA NA 4.23734956 -1.49045616 0.50944249 NA 8.43720776 NA 1.67933371 NA 6.96475672 7.41331143 NA 0.6640100 0.6640100 1.2135000 3.6569000 0.0000000 1.2567000 0.0307320 -0.0299940 -0.0299940 1.9109000 1.9109000 0.0332670 0.0332670 -0.0208240 -0.0242510 -0.0242510 -0.0678600 0.7198000 0.6158900 -0.0576270 0.0193630 -0.0239770 0.6629000 0.6640100 -0.0476660 -0.8510600 0.6797500 -0.0292910 -0.0317490 1.2567000 0.0072217 0.0307320 -0.8070800 -0.8351000 0.0332670 -0.7260600 -0.1259000 -0.0209610 -0.0279450 -0.0279450 -0.0279450 -0.0208240 -0.0236670 -0.0242510 -0.0537460 0.6531400 0.6531400 0.7198000 0.7198000 -0.0576540 -0.8111500 -0.0349040 0.4347700 -0.0576270 0.2036600 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.653 0.720 0.000 0.000 0.435 0.616 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 -0.271 0.000 0.675 0.675 0.000 0.625 0.000 0.000 1.226 0.000 0.000 0.000 1.911 1.911 0.000 0.000 0.000 0.000 0.204 0.204 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.653 0.720 0.000 0.000 0.435 0.616 0.000 0.000 0.000 0.000 0.664 0.664 0.000 0.000 -0.271 0.000 0.675 0.675 0.000 0.625 0.000 0.000 1.226 0.000 0.000 0.000 1.911 1.911 0.000 0.000 0.000 0.000 0.204 0.204 9.9559962 9.4766561 9.5157560 9.2373503 8.1694260 10.8420259 4.3423201 8.2492107 13.8878409 11.8292431 11.9578043 10.3767086 10.8934041 9.5080203 10.9652708 13.8009603 13.5312774 10.7219263 11.1591351 5.0329912 11.8841977 9.5829020 13.6262612 5.4867112 10.8063461 8.7867172 10.2838051 12.5361262 10.2809193 0.5094425 10.2517393 11.4211964 10.4995338 10.7243560 13.0749485 12.0196983 8.6283708 9.1000168 10.0901595 6.3038465 13.4675747 11.80160769 7.23394365 7.44016737 15.74125780 11.21915993 8.16764143 3.15328652 9.39665059 10.98642914 10.06637178 2.96886490 7.44900912 12.59157891 9.33438861 5.03299123 14.72440404 8.54697701 10.83922623 6.63355182 0.09437121 10.22667783 6.24413927 9.61410062 9.22796268 1.50944249 7.26097409 7.23052871 10.33994507 8.79367548 9.26765307 10.60317752 6.19593023 9.64513908 5.03299123 9.59622964 11.32701313 11.35707453 3.71888764 10.40273145 9.98128799 10.55927842 4.95237550 6.39207352 3.79483172 3.59688745 10.05101054 11.21549411 4.46362900 10.72920342 8.33640748 NA 11.93136321 14.17673133 10.21333343 12.43683749 7.16764093 9.00328543 9.89637010 1.09437121 NA 6.30384649 9.18978948 13.04941500 10.15598862 10.84034678 -0.49065886 8.60482673 10.94718192 9.82627708 13.72587260 10.22023635 TCGA-W3-AA1Q 57 1 2101 NA 882 stage iii tx n1 m0 NA no NA male 1994 no white not hispanic or latino 2 1 NA NA 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.1134671 NA 0.1134338 12.7249651 NA 9.0143458 2.2834181 NA 4.1578764 5.5228687 -0.8865662 2.8139146 NA 7.4399090 1.6984408 4.1134755 NA 7.3755738 9.6033270 1.4354152 6.5313316 8.8034770 9.3143777 8.7911987 NA -0.8865662 11.8052226 9.7725831 16.3099756 11.1226079 NA NA 7.8948390 8.4488696 9.6776286 8.5831208 NA 8.0022226 -0.8865662 2.9208268 0.1134338 NA 12.5570702 2.1134671 6.5313316 NA 4.0203689 0.1134338 7.4841663 4.2427625 8.4103954 -0.8865662 10.0662204 5.2047550 -0.8865662 NA 8.1956281 7.1687614 10.8650232 5.8413995 9.7455656 12.1007431 9.5615954 10.4189709 NA 1.6984408 2.1134671 0.6984852 NA 3.1134838 9.4798013 0.1134338 4.0203689 0.6984852 NA 7.6795329 NA 4.3988839 4.2834033 14.2846950 2.6984408 0.6984852 13.2690880 10.9589692 1.1135005 4.8683658 3.2009437 9.8405487 9.2983545 8.1741752 3.7573327 11.0534256 6.8069659 0.1134338 -0.8865662 4.9463706 NA 0.1134338 5.2834033 NA 13.9564579 2.5729139 10.7911988 -0.8865662 NA -0.8865662 NA NA NA 0.6984852 4.1134755 7.4034978 5.7133906 NA 0.1134338 1.6984408 6.3988822 1.6117390 -0.8865662 8.4488696 12.0314106 4.2427625 1.9208268 -0.8865662 NA NA 2.9208268 0.1134338 4.2834033 NA 3.3614034 -0.8865662 3.8683707 NA 2.2834181 NA 11.6759601 5.0907603 13.0602027 7.9589691 9.7300280 0.6984852 NA 3.7573327 2.9208268 NA NA 0.6984852 7.1191040 2.8139146 -0.8865662 8.0293585 NA 0.1134338 NA -0.8865662 4.2009437 8.8193361 7.0143464 4.0203689 NA NA 6.6133254 -0.8865662 2.8139146 0.1134338 -0.8865662 0.1134338 4.5397420 0.1134338 NA 6.9463694 1.4354152 4.6680681 8.4555537 NA 12.4046498 10.8082723 1.4354152 1.4354152 1.1135005 0.6984852 0.6984852 NA 6.6291788 NA 7.0907592 -0.8865662 NA NA -0.8865662 0.6984852 6.6680681 1.1135005 9.2272212 5.1578724 -0.8865662 8.5605625 9.7788150 1.9208268 11.4920449 0.1134338 NA 9.3506891 6.9400281 8.4950219 8.0529994 7.5729109 4.0203689 NA 3.3614034 -0.8865662 5.6680681 2.5729139 3.4354019 9.6814352 2.8139146 0.1134338 -0.8865662 NA NA 3.0203777 NA 1.6984408 -0.8865662 9.6871263 8.3033036 5.7859036 5.3422987 0.1134338 5.1134796 6.6133254 NA 4.8948372 4.8139197 3.9714608 -0.8865662 7.5522710 3.5058020 10.2676643 7.1078322 9.8033286 6.3131515 -0.8865662 10.4677285 2.6984408 -0.8865662 7.6370414 5.3422987 2.6984408 -0.8865662 NA 8.0530581 NA 1.6984408 8.2453359 0.6984852 3.1134838 NA 2.5729139 8.6409560 8.4263620 1.9208268 0.1134338 8.1982874 2.4354152 11.0537927 2.1134671 0.1134338 6.3422969 10.6053322 NA 0.1134338 0.6984852 NA 10.8238551 NA 4.7281872 3.5058020 -0.8865662 11.9200287 NA 5.6833343 5.4710313 2.8139146 2.6984408 5.2834033 8.8830526 NA -0.8865662 4.7859062 NA 0.1134338 10.9147833 4.3229304 10.6970320 NA 1.6984408 0.1134338 -0.8865662 0.6984852 7.6093339 11.7669960 3.2834033 11.8880603 6.0323433 NA 12.0612987 10.1266901 6.4798013 10.4917739 5.5397451 0.1134338 3.2834033 2.4354152 3.8139146 -0.8865662 7.6291788 2.4354152 0.6984852 7.6757214 3.1134838 8.9792125 8.1561782 7.0203700 0.1134338 NA 0.6984852 0.1134338 NA 0.6984852 6.0792629 NA -0.8865662 12.8655461 2.1134671 2.2834181 8.6370411 6.5810846 2.6984408 6.7059364 3.5729139 NA NA 7.6009974 11.9308625 NA NA 2.8139146 -0.8865662 0.6984852 NA NA NA 13.5348208 6.1358468 7.8981140 3.1134838 2.1134671 NA 5.9961221 1.1135005 7.1687614 6.2427625 8.7648537 NA NA 7.8882659 2.6984408 6.3033040 NA -0.8865662 1.1135005 9.8208382 6.5810846 1.1135005 5.3033022 1.6984408 6.4971828 0.6984852 2.1134671 0.1134338 6.8481885 5.6680681 4.3614034 5.9208340 4.8413995 8.7716905 9.1455249 10.6497264 3.2834033 0.1134338 6.8396976 5.1578724 5.6984408 NA 3.6370421 8.7752573 7.9013490 NA 9.2771288 NA NA 1.6984408 11.8450103 5.0203689 NA NA -0.8865662 NA 1.6984408 4.8683658 -0.8865662 8.3204933 NA 6.5892122 NA 9.1849415 8.3106959 1.1135005 -0.00138580 0.75365000 0.75287000 -0.01340200 0.05124500 0.00138680 -0.01188700 0.74019000 0.74019000 -0.00409790 -0.00409790 -0.00733390 -0.00733390 0.00055459 -0.01724700 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10.605833 6.742836 7.527107 12.731859 12.100743 10.012080 10.069129 10.597295 9.969126 10.626713 14.071397 13.092190 8.591237 11.492045 6.067675 12.995836 11.782586 12.256543 3.637042 12.279328 12.325823 8.962102 12.215455 10.202930 1.113500 10.789877 10.350689 10.883730 9.351884 12.061299 11.115939 7.799980 9.584138 9.146902 4.813920 13.231528 11.993062 8.235013 7.974566 16.762468 11.114535 7.949530 6.894838 8.664226 12.596161 7.278386 7.613325 4.971461 16.166800 9.561595 7.679533 13.956458 9.559529 9.899749 5.813920 2.283418 9.725749 9.953470 7.841706 7.698441 2.572914 8.053058 7.782364 9.598302 10.222657 9.445337 10.859993 7.572911 9.250470 5.539745 10.039775 11.800198 10.605332 1.920827 10.941616 7.002222 9.360220 3.698441 7.351884 2.435415 7.253031 11.766996 11.888060 3.505802 10.871952 7.453997 NA 13.981771 15.296707 9.979212 9.991530 5.996122 10.140003 10.345300 4.200944 1.698441 4.813920 10.503110 12.689276 9.601319 9.486344 1.920827 8.901382 10.007539 10.204253 13.429761 10.781478 TCGA-W3-AA1R 71 1 3379 NA 761 stage ii t3 n0 m0 NA yes NA male 1995 no white not hispanic or latino 1 1 NA NA 1 4 5 1 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.48964566 -0.48984824 -1.48964566 10.77229502 0.09518179 8.89066131 4.48747992 -1.48964566 3.09516491 3.63948687 NA 2.09514802 0.09518179 7.37747865 1.51020241 2.68012178 4.73901637 4.63948108 8.75931365 5.51019924 7.93436670 8.28827734 8.64334250 9.79270946 NA 0.51015176 11.75649544 9.17019598 15.63563385 10.66501829 -0.48984824 -1.48964566 7.98795861 6.13955749 9.11289896 7.33037913 1.68014429 9.52770454 -0.48984824 1.68014429 -1.48964566 0.09518179 8.70741677 NA 4.98593299 -1.48964566 3.03375776 0.51015176 5.35568937 1.83212037 9.57292092 3.31755009 9.47381877 4.64585726 2.09514802 2.96963863 7.42607937 6.48174455 11.37651320 7.70002488 10.24617920 12.51880388 11.24554468 8.16483605 NA 6.78632452 3.36818165 0.51015176 NA 4.93646363 7.99401620 NA 2.90251742 0.83212037 NA 0.83212037 0.83212037 5.35568937 0.09518179 11.54138445 NA 0.51015176 10.81654675 10.15990551 1.51020241 2.83212037 6.98187548 8.60295751 8.04935904 5.63948398 5.33037913 10.58868466 4.95314416 1.09518179 -1.48964566 3.83213050 -1.48964566 1.83212037 NA -1.48964566 14.83436896 3.31755009 10.20107118 -1.48964566 -0.48984824 2.21063823 0.09518179 NA NA 1.31753562 4.39284631 6.64462638 5.29155936 NA 2.59767419 0.83212037 0.09518179 -0.48984824 -1.48964566 8.07053316 11.89942819 4.96963402 -0.48984824 NA 2.21063823 0.51015176 2.96963863 1.68014429 3.63948687 6.59234939 -0.48984824 -1.48964566 8.58300264 0.09518179 11.63770452 NA 11.63335165 2.83212037 12.81611943 6.47598466 10.53672366 NA NA 7.51301535 2.31756456 NA 3.68012178 1.09518179 9.40804563 -0.48984824 NA 8.94587044 0.83212037 0.51015176 NA -0.48984824 2.41708287 7.70699876 7.73901907 0.09518179 NA 1.96963863 6.72451931 NA 1.68014429 -1.48964566 1.09518179 1.31753562 4.09516491 5.62914093 -0.48984824 6.18262477 3.41709638 3.63948687 5.31755371 2.68012178 13.21944560 9.37825106 2.41708287 1.83212037 1.31753562 -1.48964566 -0.48984824 2.41708287 5.15405657 -1.48964566 6.98593413 -1.48964566 0.51015176 0.51015176 4.73901637 1.31753562 2.31756456 0.51015176 9.74441879 4.31755733 NA 7.56004847 11.24130703 0.09518179 11.52822646 NA 0.51015176 9.68886503 2.75813259 7.05323192 8.27800380 7.18262576 2.75813259 -1.48964566 -0.48984824 NA 4.79560073 8.47309608 1.31753562 6.75337455 1.31753562 3.21063823 -0.48984824 -1.48964566 1.51020241 6.91107915 2.21063823 5.62914093 3.09516491 10.44647005 9.37747887 8.20368716 6.52142770 0.51015176 10.57258371 -0.48984824 -1.48964566 2.21063823 5.25166608 0.51015176 -0.48984824 6.99401620 2.83212037 11.42924970 7.41106688 10.30294982 7.69010905 -1.48964566 9.85782164 -0.48984824 -1.48964566 7.67259153 NA 0.51015176 5.19670146 -0.48984824 7.09140048 0.83212037 4.83213050 7.72208822 NA 2.83212037 0.51015176 1.68014429 8.72694597 7.40198366 5.56548141 1.09518179 7.33356775 1.96963863 11.21388752 2.09514802 -0.48984824 7.77932670 9.69507549 0.09518179 1.09518179 2.68012178 NA 10.44019821 -1.48964566 7.92171124 6.86334753 1.09518179 11.69507553 1.09518179 7.93646481 8.62784318 3.68012178 1.09518179 3.31755009 5.25879402 -1.48964566 1.68014429 1.51020241 NA 9.83100078 11.87419802 4.57629235 9.98795847 NA -0.48984824 3.59766227 -1.48964566 0.51015176 1.31753562 10.96141128 1.96963863 11.44536523 4.98593299 -1.48964566 12.88835956 3.99175311 6.07244242 10.82846054 6.74381922 3.55458885 2.31756456 12.11301504 2.09514802 1.09518179 7.83662984 1.68014429 -1.48964566 3.09516491 5.93646598 8.20019829 9.40188513 6.21064018 NA -1.48964566 1.68014429 1.31753562 -1.48964566 1.09518179 -0.48984824 NA 0.09518179 11.26111652 -1.48964566 -0.48984824 8.50172216 5.70987234 3.09516491 2.51020241 3.75813259 NA NA 8.23491848 6.70987234 -1.48964566 NA 4.00205438 2.51020241 1.83212037 -0.48984824 -1.48964566 0.09518179 13.87809267 5.90251742 8.64462638 5.59766227 0.09518179 NA 4.03375776 -0.48984824 5.93646598 4.51020241 8.39437051 -1.48964566 2.51020241 6.99803976 1.09518179 7.67259153 -1.48964566 NA 6.46439708 11.75054433 4.71965440 1.09518179 2.96963863 NA 6.31109981 1.31753562 -1.48964566 0.51015176 4.44093891 3.51020241 2.75813259 3.71965440 3.75813259 7.45271485 10.53291478 7.04547574 3.36818165 -0.48984824 2.50115886 3.75813259 7.12491018 -0.48984824 2.41708287 4.96963402 4.85626864 NA 10.57393229 -1.48964566 0.51015176 4.09516491 11.61594504 5.86775318 1.09518179 NA -1.48964566 1.68014429 NA 5.16841339 6.04158250 8.75099165 NA 4.86775318 -1.48964566 9.75277886 8.40501804 -1.48964566 -0.7212300 0.7719400 0.7776300 0.1309100 -0.1690500 -0.7836500 -0.3429100 0.6272500 0.1108900 0.5873300 1.8545000 -0.7055400 -0.1420000 -0.2023000 -0.1108200 -0.1108200 0.0042852 -0.1524000 0.0665910 -0.7562000 0.7795500 0.1285800 0.0935520 0.1142600 0.0470590 0.0726160 -0.7438100 -0.1641400 -0.1656700 -0.1869100 -0.3124200 -0.3124200 -0.7426800 -0.7556900 -0.7055400 -0.7444200 -0.7444200 0.1301500 0.0000000 0.0354570 0.0354570 -0.2023000 -0.7686500 -0.1108200 0.0249030 -0.7267200 0.0640140 -0.1524000 -0.1524000 0.0615840 -0.7445100 -0.7686900 -0.7649600 -0.7562000 -0.1159300 0.000 0.000 -0.202 -0.202 0.239 -0.111 0.000 0.000 -0.152 0.000 -0.745 -0.765 0.000 0.000 0.000 -0.756 0.000 0.000 0.678 0.000 0.690 -0.414 0.179 0.000 0.000 0.000 0.000 -0.169 -0.169 -0.187 -0.312 0.592 -0.632 0.572 0.572 -0.706 -0.142 -0.744 -0.744 -0.116 -0.116 0.000 0.000 -0.202 -0.202 0.239 -0.111 0.000 0.000 -0.152 0.000 -0.745 -0.765 0.000 0.000 0.000 -0.756 0.000 0.000 0.678 0.000 0.690 -0.414 0.179 0.000 0.000 0.000 0.000 -0.169 -0.169 -0.187 -0.312 0.592 -0.632 0.572 0.572 -0.706 -0.142 -0.744 -0.744 -0.116 -0.116 10.5161755 9.4658500 9.8494935 8.8467067 7.9879586 10.6741643 5.4050189 8.7293689 13.4104661 12.5188039 11.9003691 9.8611393 11.1533799 9.5003041 11.3743863 15.2569638 13.6306406 10.2338611 11.5282265 8.7604987 12.5943442 9.8304366 13.2147523 7.4350126 11.0020533 9.6719619 10.8990248 10.9009066 9.6826277 0.5101518 10.1931948 10.2746571 10.7705318 10.2270196 12.8883596 12.1902300 9.6252438 8.6278432 10.1481834 6.0100458 14.0551345 12.66351472 7.46439627 6.52142770 14.90077106 11.67589235 8.50172216 4.59766227 8.57359531 11.52996463 9.72996158 4.61872613 3.75813259 15.20745287 11.24554468 0.83212037 14.83436896 8.40198408 9.79444592 4.63948108 1.31753562 10.06957732 6.11011264 9.07034183 9.51862877 2.21063823 7.24829289 10.65039093 10.27507178 9.32074776 9.85837504 11.05008596 7.18262576 10.12537007 4.29155936 10.07530224 11.19253645 9.69507549 -0.48984824 10.69755231 9.42736334 7.97372434 4.51020241 6.48174455 1.31753562 2.75813259 10.96141128 11.44536523 0.09518179 11.14501123 7.63690443 NA 13.13801903 14.17736720 10.52177689 9.06574786 4.03375776 9.63754975 10.33674866 3.71965440 4.68012741 6.01004577 9.57830664 13.60363097 8.80940833 9.65166883 1.51020241 9.36818122 11.48622725 10.13453875 12.85442674 10.56649924 TCGA-W3-AA1V 63 1 1280 NA 946 stage ii t3 n0 m0 no yes 1.3 male 1994 no white not hispanic or latino 2 2 NA NA 3 3 1 2 1 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.4146528 1.1703097 NA -0.4146528 -1.4146528 8.8008562 2.4922121 NA 3.1088924 2.9776463 -1.4146528 6.4118719 NA 9.1039765 0.9072753 5.3132422 3.5395187 7.0931175 9.5697417 5.4801423 7.3601105 8.8936622 10.0157758 8.9527380 NA 4.0447526 11.8020691 10.2345794 13.8578437 11.9446610 4.4922121 NA 6.7094450 7.3064227 8.8925240 8.9296191 NA 9.0010650 NA 2.3926746 NA -1.4146528 6.8660944 -1.4146528 9.7546220 NA 2.0447438 NA 7.6076913 8.2630429 9.6076909 -0.4146528 10.5395195 5.0983395 2.0447438 9.2718237 7.0406503 7.9904648 10.7357052 12.7341970 8.0990506 13.5889290 9.5888411 7.6621385 NA 3.2857573 2.2857573 2.9072560 NA 10.2887942 9.3535075 -1.4146528 4.0447526 -1.4146528 0.5853472 1.3927021 NA 7.7577507 6.5909478 15.4564704 7.4982126 -1.4146528 14.2294330 12.6171967 NA 3.2291726 7.1777803 12.7046697 11.0595362 11.9520552 5.7947771 9.5881382 4.2577499 0.9072753 NA 6.0610568 NA 2.8332544 NA NA 13.1601993 NA 11.0050201 1.7552294 -0.4146528 1.5853472 -1.4146528 NA NA 0.9072753 3.3402062 7.2471015 6.6351710 NA 3.6297180 4.2291803 NA 1.1703097 3.7552508 9.0365344 12.2151352 2.1702776 6.0115873 1.1703097 1.7552294 8.3732258 6.2995689 0.1703097 4.0447526 5.6727874 -0.4146528 NA 4.5853231 NA 3.5395187 NA 14.5836933 3.8332544 12.4390226 7.7274304 9.2146797 -0.4146528 0.9072753 4.0115851 NA 9.0761740 NA 7.1702856 9.3837950 0.1703097 NA 8.1128002 NA NA 0.9072753 -0.4146528 8.3318378 5.8691533 9.5951519 0.9072753 NA NA 7.3402106 3.2857573 6.1167037 NA 2.0447438 -1.4146528 1.9072368 NA NA 7.9049952 5.5853231 3.5395187 8.2577485 -1.4146528 13.3415147 10.0575063 0.1703097 -1.4146528 2.3926746 -1.4146528 NA -1.4146528 7.2648029 2.3926746 7.0610568 NA 4.4958167 -1.4146528 -0.4146528 0.1703097 NA 7.5366078 9.7120277 3.8332544 NA 6.5568662 10.6823677 -1.4146528 10.0421910 -0.4146528 5.8521087 12.8437420 7.9797859 8.4572286 9.5596446 7.7146061 6.3666824 NA 1.9072368 3.1088924 6.3132440 6.8845308 0.5853472 8.7776160 1.3927021 0.1703097 NA -1.4146528 -1.4146528 3.5853231 NA 1.9072368 3.0014960 9.5881382 8.4197942 7.7042640 7.9229453 1.5853472 5.1088840 1.7552294 0.1703097 4.9072512 4.6297180 1.9072368 NA 8.6104627 3.5395187 10.6777500 7.4308130 10.8655488 6.2718234 -1.4146528 10.4526019 8.8249218 -1.4146528 9.9787137 0.5853472 -0.4146528 -0.4146528 3.0447613 11.8214869 NA NA 8.7439330 3.0447613 1.3927021 NA 0.9072753 9.3072769 9.1302877 4.4182102 -0.4146528 7.7248747 -0.4146528 9.9765668 3.5853231 1.5853472 8.5438759 11.7026417 2.9072560 2.1702776 1.5853472 0.1703097 10.3764861 NA 9.9412249 NA -1.4146528 10.5793230 NA 5.9947132 6.7652324 7.6780804 2.6727874 4.0447526 6.8310184 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3.1702936 8.8544498 10.5758173 6.3267908 9.8503522 NA NA 1.5853472 11.9230845 9.7470849 2.9776463 0.1703097 NA 5.1702856 9.8415320 2.7552508 NA 9.5182761 NA 7.6324471 4.1088840 8.4261012 7.8982059 NA 0.0605750 0.0605750 -0.4929800 0.0752710 0.5631100 1.0293000 -0.5323600 0.7719500 0.7517000 0.1521800 0.0407510 0.0457080 0.5422400 0.0603650 3.6569000 3.6569000 0.6456100 -0.4759100 0.0359470 -0.5147600 0.0350810 0.0700990 -0.0041381 0.1049700 0.0441480 0.0654820 -0.4630200 -0.4942300 -1.0564000 1.0293000 -0.4549000 0.0655130 0.8110300 0.7898700 -0.4599300 -0.4220000 -0.4220000 -0.4752200 0.0754150 0.0754150 0.0517950 -0.0291750 -0.5063400 -0.4725800 -0.4966300 -0.4597100 -0.4958500 -0.4762800 -1.2929000 0.0445740 0.5327800 0.5754400 0.0174970 -0.5227600 -0.1511900 0.000 0.000 0.000 -0.503 -0.462 0.000 -0.463 -0.496 -0.476 0.533 0.533 0.000 0.000 0.000 -0.936 -0.508 0.000 0.000 -0.450 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.486 -0.431 1.029 -0.455 0.772 0.772 0.000 0.000 0.082 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12.5817967 7.7146061 9.8105307 2.9072560 10.1132888 12.2188861 11.7026417 0.5853472 10.6490553 8.6240775 10.3736337 5.0115896 7.9560108 NA 5.2435358 10.3987036 11.6913954 8.1418292 11.1928107 7.3535077 -0.4146528 13.0425117 13.8935538 10.9007559 11.0605500 4.7947745 10.2255681 11.1130445 1.3927021 NA 6.8189426 10.0293028 9.0377498 10.0656085 8.2840278 0.1703097 9.5079076 11.5309500 9.7171801 14.1221775 10.1745062 TCGA-W3-AA1W 64 0 NA 6666 1034 stage ii t3 n0 m0 no yes 1.54 male 1996 yes white not hispanic or latino 2 2 NA NA 2 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.3315906 -0.2534292 1.0685332 9.8720292 1.0685332 9.0786523 5.0320171 0.3315906 -0.2534292 9.3567178 NA 4.1041689 -1.2532573 0.7466567 2.2060493 1.9165531 -1.2532573 9.9432179 8.7951026 2.2060493 6.5214026 9.0685440 10.4234543 8.9339680 -1.2532573 NA 11.3285225 9.8551402 16.9246767 11.0209939 -1.2532573 NA 7.1854077 8.7480241 9.8367281 10.6323121 NA 7.4608613 -1.2532573 3.5539748 NA NA 13.7001757 1.5539502 6.3315780 NA 2.9945435 NA 6.1389332 5.9850199 8.8823251 NA 9.9152878 4.9020398 1.9165531 2.5539748 11.4159438 9.7274694 10.5587931 7.3940742 10.1394698 11.6057622 9.2474576 6.6832543 NA 3.9165435 1.0685332 1.7466137 NA 4.3315762 8.4574223 2.2060493 7.9706173 -1.2532573 NA 2.6534957 NA -0.2534292 4.4190399 12.4313644 2.0685332 0.3315906 11.7240746 10.9980982 4.2384659 6.2935103 1.5539502 8.9026989 9.2121822 5.0134042 6.6045962 10.6598792 6.1474960 -1.2532573 NA 6.9850210 NA 1.0685332 -1.2532573 NA 15.3561789 2.9945435 10.5119019 1.0685332 -1.2532573 1.3315906 NA NA -1.2532573 1.0685332 3.0685504 9.9134065 6.0594981 NA -0.2534292 5.9364401 -0.2534292 -0.2534292 0.3315906 8.8153942 12.2797021 3.7008170 3.4470502 0.7466567 -0.2534292 -0.2534292 2.4470502 2.0685332 5.3613262 NA 1.3315906 -0.2534292 5.5539717 NA 2.6534957 -1.2532573 11.3390728 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10.0441053 0.3315906 2.9945435 NA 0.3315906 6.9115226 2.0685332 4.9364401 11.2190527 1.3315906 4.1389291 -0.2534292 4.5279774 8.4278542 11.1490950 2.5539748 NA 7.9778369 NA 10.7824458 -1.2532573 3.5015028 7.7800390 10.4728339 NA 4.9165387 2.3315906 NA 11.0101784 1.0685332 7.4012516 2.9165340 NA 11.3732374 -1.2532573 6.1812437 7.4331164 2.6534957 2.9165340 3.1389291 7.2623946 NA 4.2060493 1.5539502 NA 2.0685332 11.9177926 4.1389291 10.2838342 NA 0.7466567 NA 1.0685332 0.3315906 NA 11.4857635 3.9165435 10.9551550 9.3155219 NA 12.3794974 5.9283158 6.8499030 10.6399173 1.5539502 -1.2532573 3.2060493 11.7973147 0.3315906 4.5279774 8.0016441 6.6714278 1.0685332 6.6231323 7.6743936 10.4935499 10.8815778 9.5394060 NA NA 0.3315906 -1.2532573 NA 2.5539748 5.7578420 NA NA 13.7277816 3.4470502 1.7466137 8.1367846 9.8636094 4.8340791 4.7910118 3.8758980 NA -0.2534292 7.0694455 10.2789717 NA NA 5.0503972 -1.2532573 1.7466137 -0.2534292 NA 0.7466567 13.2346442 9.2848047 7.9090068 4.4745334 -1.2532573 NA 6.1895597 0.7466567 9.3895700 8.2060473 7.8852717 -1.2532573 -1.2532573 10.0343281 7.7578433 9.0366347 -0.2534292 NA NA 2.3315906 9.0192454 4.2701776 8.4998323 NA 7.1432209 5.1041689 1.7466137 -1.2532573 6.8603582 5.9364401 4.2384659 7.2182910 6.3164716 8.1581269 9.1613010 10.6273472 5.1895597 NA -0.5222191 8.1085595 8.4660047 NA 4.3904751 3.0685504 7.8978352 NA 9.7437953 -0.2534292 0.3315906 5.2544089 11.8347415 6.2223486 -0.2534292 NA 0.3315906 NA -1.2532573 7.3278167 0.3315906 8.9909795 NA 6.0134020 NA 4.5015028 8.3814270 NA 0.36019000 0.36019000 0.36019000 0.35048000 -0.00774820 0.35577000 -0.01807800 -0.00152430 -0.00152430 0.36723000 0.36166000 -0.00553750 -0.00553750 -0.00609040 -0.00041585 -0.00041585 -0.01164800 0.00583090 0.36313000 0.00430210 0.38171000 0.00499690 -0.00124730 -0.00124730 0.00013863 0.35048000 0.35048000 0.00000000 -0.01147300 0.35577000 0.00138680 -0.01177900 -0.01023200 -0.01023200 -0.00553750 0.00041593 0.00041593 -0.01174900 -0.01174900 -0.01174900 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12.379497 11.566793 8.471130 7.878473 8.431364 2.206049 13.303361 12.0094447 10.6077027 6.9364401 15.5661077 11.3264031 8.2877124 9.2857746 8.6520028 12.8286816 8.1997837 7.8234316 7.0594991 17.9362618 9.2474576 2.6534957 15.3561789 11.0209939 10.0515374 5.8551401 2.5539748 10.1453594 8.8590552 8.9876932 8.9897899 2.4470502 5.9364401 8.5148000 9.7793503 9.5983648 7.5795060 10.9206051 10.2289196 10.0010539 5.9657843 11.2039966 11.6986289 10.4728339 1.7466137 11.3028823 9.0864659 9.1707821 5.2857758 9.9277680 1.3315906 3.0685504 11.4857635 10.9551550 -0.2534292 11.0555236 7.7301223 NA 12.1378594 13.2786861 10.7069798 10.4128397 6.1895597 10.2121822 10.2598499 7.5952388 2.8340842 2.2060493 11.7287181 12.4630216 10.4518161 9.4574221 3.3315762 9.3631645 10.6773531 11.0198286 13.1398721 9.8893610 TCGA-W3-AA21 26 1 3195 NA 1035 stage i t2 n0 m0 no yes 1.1 male 1994 no white not hispanic or latino 1 1 NA NA 1 2 3 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.93953751 NA -0.93953751 12.37257119 0.06046249 9.80523118 2.86775812 NA 0.64533275 2.76083835 NA 2.96727930 NA 3.91837669 1.86773835 3.91837669 0.64533275 2.38233524 9.20122707 -0.93953751 3.91837669 8.70965354 9.10752128 10.67970027 0.06046249 NA 11.52774807 8.38006922 15.81020125 9.91604440 0.64533275 0.06046249 6.68975343 6.51160877 9.18451859 6.78831768 -0.93953751 8.33884689 -0.93953751 1.06039331 0.06046249 NA 8.41574853 NA 2.51981864 0.06046249 1.06039331 NA 3.14786022 2.23032600 9.48141015 NA 7.98520952 4.97328523 2.06039331 0.06046249 7.28921569 5.12648560 9.95218095 4.23032600 10.77935823 12.24325716 5.08276645 10.12581342 NA 0.06046249 5.61498658 0.64533275 NA 3.91837669 9.03050327 NA 0.06046249 NA NA 3.30833175 NA 10.20122707 5.28921477 11.96446737 1.64537887 4.45271403 10.01459353 9.93230246 -0.93953751 2.38233524 1.64537887 8.91058397 9.15050967 3.51983122 4.41794700 9.88137402 3.14786022 -0.93953751 -0.93953751 2.06039331 NA 1.38233524 -0.93953751 -0.93953751 11.76170156 3.86774823 10.79933400 1.38233524 NA 1.06039331 NA NA NA 0.64533275 3.23032600 5.59955584 4.96728852 NA NA NA 2.76083835 NA 2.38233524 8.48875760 12.00894702 0.06046249 3.14786022 0.06046249 NA NA -0.93953751 0.06046249 1.06039331 -0.93953751 NA NA 1.38233524 NA 9.82939199 NA 11.15150205 2.38233524 13.07520237 5.12648560 10.55824907 -0.93953751 NA 4.18968226 NA NA 5.95521514 1.86773835 9.36303612 -0.93953751 0.06046249 9.78235090 NA 2.06039331 NA 0.06046249 1.64537887 2.06039331 7.64536014 1.64537887 -0.93953751 0.06046249 6.63782612 NA 1.64537887 NA 1.38233524 NA 7.09931625 NA NA 5.14786022 1.64537887 2.51981864 3.91837669 NA 12.45418993 9.05616433 NA 0.06046249 NA NA NA NA 4.64536158 NA 4.34580085 NA 0.64533275 0.06046249 0.06046249 NA 4.48666289 0.06046249 11.04659487 3.14786022 NA 7.96126388 9.84666694 -0.93953751 10.71682212 -0.93953751 -0.93953751 10.16826821 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-0.9395375 9.7883177 7.0490818 NA 13.5872021 14.7902304 9.9852098 6.5917781 3.3083317 10.7861896 11.1803111 4.6149866 1.6453789 3.3083317 8.2076020 13.7836412 8.4761390 8.0462395 1.3823352 7.7677561 10.3195520 9.0462392 12.4729671 9.6293034 TCGA-WE-A8JZ 70 0 NA 731 371 stage iiib t4b n1a m0 yes yes 14 male 2012 no NA NA 1 1 NA NA 3 2 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.2477652 1.3373115 -1.2477652 1.9223120 0.7524061 8.5757434 1.7523633 NA 1.3373115 4.3069621 NA 2.6592624 NA 3.7967742 4.0003065 4.0003065 6.4458624 5.0561586 9.9084593 1.5597365 8.9422007 9.1733891 9.1176052 9.7282243 NA 5.5725562 10.6934239 9.4528159 14.3888309 11.1236084 -1.2477652 3.2118065 7.7152722 5.7410597 10.1126747 9.2905652 NA 7.6165621 NA NA -1.2477652 1.9223120 11.5755444 3.8816548 7.6978204 -1.2477652 3.2759308 -1.2477652 6.5915807 3.2118065 8.1994594 NA 9.7844220 6.4518441 0.7524061 3.7523740 6.5072634 5.8076589 11.1997178 5.5852660 5.4938426 11.1770674 1.9223120 5.7296561 NA 1.3373115 2.0742999 1.3373115 NA 2.8398387 7.2321561 -1.2477652 2.8398387 0.7524061 NA 3.1446990 NA 7.5500380 0.3373115 14.6517804 3.3373400 1.9223120 13.8509841 11.8797258 3.0003065 5.7636028 8.1382385 10.8874442 11.2487307 6.8764973 7.1660044 10.2720125 7.7065727 0.7524061 NA 3.0742999 NA 3.8398387 -1.2477652 -1.2477652 15.4317906 3.8816548 10.3298051 1.5597365 -1.2477652 2.3373400 NA -0.2475939 -0.2475939 -1.2477652 4.5597304 5.8609007 5.8291925 NA 2.3373400 1.7523633 0.3373115 2.1474370 -0.2475939 7.8609007 12.3962324 4.2442325 2.3373400 0.3373115 -1.2477652 0.7524061 3.8398387 NA 0.3373115 0.3373115 1.5597365 -1.2477652 3.6103575 -0.2475939 4.4248012 -1.2477652 12.5141352 4.5852690 12.3503124 7.0285006 9.0226716 NA NA 4.3962349 1.3373115 -0.2475939 3.7523740 1.3373115 8.4972100 1.0742999 -0.2475939 8.6304273 -0.2475939 -1.2477652 -0.2475939 0.3373115 3.2759308 3.2118065 8.1033156 1.3373115 -1.2477652 -0.2475939 7.0743042 3.7065748 5.0003020 NA -0.2475939 NA 4.7296561 0.3373115 NA 6.2601706 4.6592681 2.2118221 5.5597304 -0.2475939 12.9320521 10.0372003 3.8398387 4.3069621 0.3373115 NA NA -1.2477652 6.3522889 NA 4.9223025 NA -1.2477652 1.3373115 -0.2475939 NA 4.5337378 3.3962280 10.3944280 2.9222930 1.0742999 6.2680769 9.9210484 -1.2477652 11.7839051 0.7524061 -0.2475939 7.9248036 5.1274145 7.5039203 7.3856985 4.9422001 4.3962349 -1.2477652 2.2118221 1.9223120 5.2601725 5.0377775 2.2118221 7.3634006 1.9223120 5.0377775 0.4031586 0.7524061 5.9907802 6.9907813 NA 7.1143202 0.5008021 9.8635119 9.0132959 2.4528063 3.7065748 1.5597365 5.7065720 3.5597365 -1.2477652 5.4666206 4.3962349 2.0742999 1.3373115 6.8919271 3.2759308 10.8644899 8.0697886 9.3595864 5.1617668 -0.2475939 10.3853714 -0.2475939 0.7524061 7.3069649 -1.2477652 4.0377775 3.3962280 -0.2475939 9.8693699 5.2601725 2.0742999 7.5039203 0.3373115 1.0742999 NA 4.2442325 9.6434004 6.8816597 5.4938426 3.2118065 8.2661039 2.0742999 11.8959189 1.9223120 0.7524061 8.3890010 10.0961171 1.3373115 NA 3.7065748 -1.2477652 10.4781686 -0.2475939 7.7885500 2.8398387 -0.2475939 11.4130407 NA 6.5789251 8.2934730 7.6288931 3.5072619 5.3522889 8.3121356 2.2118221 NA 2.8398387 NA 8.7495557 12.5915800 3.6103575 9.6764464 NA 2.3373400 8.2321566 NA 1.5597365 NA 9.8523814 5.8816597 11.7226619 4.1786429 -1.2477652 12.2159006 9.9501827 6.2759382 10.6838525 6.3522889 3.3962280 3.2118065 7.1744414 2.2118221 1.3373115 8.2321566 1.7523633 3.2118065 6.1617668 4.5597304 8.0469968 9.4436050 5.4105887 9.2442294 NA 1.0742999 0.3373115 NA 2.5597365 4.0377775 -1.2477652 -1.2477652 11.7622049 3.2759308 -0.2475939 6.8076589 3.9618270 2.4528063 5.7636028 3.9223025 -1.2477652 -0.2475939 6.8466124 9.3615550 NA NA 3.4528194 -1.2477652 2.8398387 NA -1.2477652 3.7967742 13.4779555 5.2759382 9.3944280 7.4493435 NA NA 6.6712396 3.3962280 5.9715459 4.0377775 9.2145309 -0.2475939 -0.2475939 7.1489809 5.5725562 6.4458624 0.7524061 NA 5.7857990 2.3373400 5.3373400 3.3373400 3.0742999 0.3373115 7.0515842 0.7524061 3.9223025 1.0742999 7.4528161 5.0191637 4.2118065 3.0003065 3.5597365 9.2591797 9.9090914 9.6395968 0.3373115 0.3373115 6.8383001 2.6592624 8.4785945 0.8865892 3.7967742 4.4248012 7.7265043 NA 10.1601751 NA 0.7524061 1.0742999 12.0665346 5.4388783 1.0742999 NA NA 0.7524061 NA 2.9222930 NA 9.3587815 -0.2475939 7.3707615 4.9021218 9.5524672 9.9021233 NA -0.75530 0.19086 0.19086 0.21683 -0.26503 0.15472 0.15472 0.23272 0.22453 0.22962 0.21131 -0.26259 -0.26259 -0.77405 -0.25805 -0.25805 0.19314 -0.69333 0.60919 -0.32153 1.89120 -0.76706 0.21683 -0.75530 0.16355 0.19740 0.20116 -0.26503 -0.27475 0.15472 0.15472 0.15472 -0.77303 -0.77303 -0.24156 -0.74916 -1.29290 -0.74864 -0.74864 -0.74864 -0.74864 0.66845 -0.77524 -0.25805 0.19314 -0.73784 -0.73784 -0.68515 -0.69333 0.24202 -0.74081 -0.78083 -0.76681 -0.32153 -0.19275 -0.749 -0.749 -0.106 -0.774 -0.258 -0.258 0.193 -0.738 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8.6441598 12.2419734 7.8345254 7.9618293 4.5852690 14.2383942 1.9223120 3.1446990 15.4317906 9.3485660 9.8001818 5.4105887 1.3373115 10.0296637 7.3597065 7.9371031 8.5741503 1.7523633 6.8076589 7.7325161 9.4300958 9.7960803 8.3424205 10.2522221 4.9422001 10.1022104 5.4248012 9.8706685 10.8381806 10.0961171 3.1446990 11.3534506 8.5852664 10.2881376 4.2759382 6.4802974 2.3373400 3.2759308 9.8523814 11.7226619 4.6350172 11.3167639 7.1828283 NA 13.7740503 13.8833489 10.9449773 9.9166547 6.6712396 10.2301345 10.4696242 1.9223120 -0.2475939 -1.2477652 8.2301343 13.3379521 9.2412205 9.2700455 1.0742999 9.9495930 10.3880944 11.0035627 12.5869460 8.9422007 TCGA-WE-A8K1 74 0 NA 1492 1006 stage iiic t3b n3 m0 yes yes 3 male 2010 no white not hispanic or latino 2 2 NA NA 1 4 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.0911243 NA 9.8067291 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7.1751463 11.4541706 7.5548513 7.3808221 3.3908740 4.0622513 9.6189815 10.8684089 6.2134173 11.1575148 6.7806461 -1.3640135 13.0161108 14.2663973 10.7490789 9.6810650 5.2058421 10.5722578 10.9699818 -0.3640135 NA 6.2941998 8.8898355 13.2534916 9.4931914 8.4074772 0.2209490 9.0164490 11.5275818 11.1700476 13.7122190 10.8445271 TCGA-WE-A8K6 79 0 NA 546 46 stage iiib tx n1b m0 NA yes NA male 2013 no white not hispanic or latino 3 3 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.1895158 0.3955016 -1.1893513 9.8799414 2.6178392 9.1985089 3.9397720 NA 4.0199420 5.5786761 NA 1.3954467 NA 8.5687150 NA 4.7412297 9.8383976 5.9602383 8.6992348 8.2198824 9.7610475 8.5195753 10.2225322 8.8397789 NA NA 11.0211630 10.8432262 15.3276689 11.0699407 1.9804275 NA 6.5586840 5.4543470 7.9703631 9.8738867 -0.1895158 8.6854731 NA 2.5109366 0.3955016 -1.1893513 10.3108356 NA 3.7173858 NA 3.0584204 -0.1895158 7.1592195 4.8328596 8.6210632 -1.1893513 10.0021678 5.1738390 2.7173858 6.5983950 5.1855296 6.5720423 10.2017353 11.1007986 8.7675936 12.1192573 1.8104842 11.3801100 NA 13.3352782 0.8104842 -0.1895158 5.3803485 6.9397743 9.4776033 NA 5.0393095 0.3955016 NA 3.2028095 1.1324452 4.6684709 8.8189202 12.1856669 2.8979568 7.7791586 11.2650481 12.4470030 1.6178627 4.4252042 7.3573857 8.4917301 10.5324453 8.9359052 9.8452906 10.7200098 7.7143733 0.8104842 NA 1.9804275 NA 2.1324123 NA NA 14.7776900 0.8104842 10.5104979 NA NA 2.3954467 NA NA NA 2.2699308 4.3023483 5.0003156 6.3803468 0.8104842 1.8104842 0.3955016 3.6178509 -0.1895158 -0.1895158 8.0077085 11.9709934 2.1324123 NA -0.1895158 1.3954467 0.8104842 1.6178627 -0.1895158 0.3955016 5.0772772 3.5109366 NA 4.3023483 NA 5.3340533 NA 11.8878081 3.1324123 12.4588493 9.1724355 9.4316278 -1.1893513 NA 8.4633368 0.8104842 -0.1895158 NA -0.1895158 7.1898700 -1.1893513 -0.1895158 8.1811791 NA -0.1895158 NA -1.1893513 2.9804092 5.4392641 9.6186514 -1.1893513 0.8104842 1.3954467 7.0296605 2.2699308 3.0584204 NA 4.3340533 0.8104842 1.1324452 -1.1893513 NA 7.1051123 1.1324452 2.5109366 3.3340533 1.6178627 13.8784302 10.4556998 1.6178627 3.1324123 0.8104842 0.8104842 NA 2.1324123 7.5452016 NA 4.9602383 NA NA 1.1324452 -1.1893513 0.3955016 NA 6.5586840 10.4899718 1.8104842 0.3955016 8.1436470 9.3850852 -0.1895158 12.7095653 NA NA 7.4362002 2.5109366 7.7203845 6.9086292 3.0584204 6.7412297 -1.1893513 NA NA 8.9941271 6.7173817 0.8104842 8.7068241 2.3954467 2.5109366 -0.1895158 -1.1893513 5.2367566 3.6178509 NA 3.0584204 -0.1895158 8.4178221 9.2729939 5.4104056 11.0462068 NA 4.6433829 NA NA 4.8979568 6.9449182 -0.1895158 NA 7.9753986 1.8104842 9.9697323 6.4687039 10.3129059 7.7675939 NA 10.4917301 -1.1893513 -1.1893513 7.9627763 1.1324452 1.6178627 7.0248106 NA 5.0772772 5.4543470 0.8104842 7.9268356 NA 0.3955016 0.3955016 3.8979568 7.6528421 7.5039783 10.0441114 8.2943074 8.0344936 -1.1893513 10.4159713 1.3954467 6.6808560 9.2166966 9.9417055 3.2699159 3.5653778 6.6113923 1.8104842 10.4412138 NA 9.2983318 2.5109366 2.5109366 10.8037839 -0.1895158 6.2451191 9.0643391 11.6445676 1.3954467 1.6178627 5.0508064 NA NA 1.1324452 NA 10.7686819 9.0381077 4.7412297 10.2267614 -0.1895158 0.8104842 5.9085247 -0.1895158 3.8979568 NA 10.1222401 4.2699233 10.7341905 4.7412297 -1.1893513 12.8190954 7.5435067 5.6684737 9.9397747 1.1324452 9.6793142 3.3954604 8.4882113 2.7173858 1.6178627 7.0584193 2.2699308 -1.1893513 7.8245120 4.5109303 8.9990806 8.7416133 5.9500438 NA NA 2.2699308 6.1768134 NA 1.6178627 1.1324452 NA NA 12.8147999 1.1324452 NA 6.4398475 2.1324123 6.7293543 4.2367528 4.2699233 NA 0.3955016 7.5329574 7.0488966 -1.1893513 -0.1895158 4.6178450 NA 2.7173858 -1.1893513 NA NA 13.2793066 4.4543470 8.1256413 6.4829176 NA NA 6.5786761 1.1324452 6.5653794 2.1324123 9.2686316 -0.1895158 -1.1893513 7.3650810 2.9804092 7.7500712 NA NA -1.1893513 1.3954467 5.4969927 2.8104842 1.6178627 NA 7.4398483 0.3955016 1.3954467 2.1324123 7.4758274 4.3954536 3.3340533 3.5109366 2.2699308 5.5519589 10.1391666 11.0058639 0.3955016 0.3955016 -1.1893513 1.1324452 8.0441116 0.6178627 1.3954467 4.2699233 2.0292762 NA 9.4131906 NA -1.1893513 3.1324123 11.2445986 5.8328596 3.3340533 1.1324452 -1.1893513 0.3955016 2.8979568 NA NA 8.2943074 2.8979568 2.3954467 -0.1895158 8.8913092 7.6402146 NA 0.00000000 0.00000000 0.51072000 0.98908000 -0.00318590 -0.02821800 -0.00277070 0.48936000 -0.03885000 0.51926000 0.51856000 1.49400000 1.49400000 0.31065000 -0.01174900 -0.01174900 0.48768000 0.48699000 0.02146300 0.01572700 0.94282000 -0.01656700 -0.53825000 0.00000000 0.00708260 0.51054000 0.51909000 -0.57417000 -0.52828000 -0.02288100 -0.00055444 -0.00526100 -0.54058000 -0.55106000 -0.53403000 -0.55265000 -1.29290000 -0.02493500 -0.56833000 -0.56029000 -0.59862000 0.30841000 0.31065000 -0.01174900 0.47804000 -0.00981850 -0.00981850 0.49320000 0.49320000 0.47255000 0.46485000 0.51682000 -0.01505400 0.01572700 0.14920000 0.000 -0.534 0.311 0.311 0.000 0.000 0.478 0.000 0.493 0.465 0.465 0.000 0.000 0.463 0.463 0.000 0.000 0.000 0.000 0.461 0.943 0.488 0.000 0.000 0.000 0.511 0.511 0.000 -0.525 0.000 0.000 0.000 0.000 0.519 0.519 0.962 1.494 -0.534 0.000 0.149 0.149 0.000 -0.534 0.311 0.311 0.000 0.000 0.478 0.000 0.493 0.465 0.465 0.000 0.000 0.463 0.463 0.000 0.000 0.000 0.000 0.461 0.943 0.488 0.000 0.000 0.000 0.511 0.511 0.000 -0.525 0.000 0.000 0.000 0.000 0.519 0.519 0.962 1.494 -0.534 0.000 0.149 0.149 9.409475 9.321256 9.694662 6.693134 6.558684 10.654413 5.919016 6.770493 12.149774 12.119257 11.316799 9.438937 10.142528 10.706067 10.400611 16.928865 14.188312 9.858297 12.709565 8.366998 13.205356 10.399206 10.604908 6.318286 11.148114 13.989429 8.098204 10.863399 10.139167 3.269916 10.995367 9.414118 10.283182 9.529880 12.819095 12.130866 8.738270 8.410405 8.685473 2.132412 13.537987 12.0896670 7.3182861 2.8979568 15.9559150 11.8446028 8.0199448 2.6178392 8.7834714 12.4974299 6.5695807 3.7173858 2.8104842 14.3440343 1.8104842 3.2028095 14.7776900 9.3727341 9.4740498 4.3650836 1.9804275 9.8432262 9.5662139 7.4006669 7.6178465 3.2028095 5.8657753 11.1076945 10.1307281 8.9397746 8.5004898 10.9599212 3.0584204 9.9941271 0.3955016 10.5840431 11.5215133 9.9417055 4.6433829 9.6885427 8.4651276 11.1506200 6.1680443 6.1503424 1.8104842 4.6931356 10.1222401 10.7341905 1.8104842 10.9712014 6.4254224 NA 12.0870523 14.2038821 10.6045013 11.7528229 6.5786761 9.9935067 10.5307359 -0.1895158 5.3954536 2.1324123 8.1833570 9.2285234 9.0296602 9.1245083 -1.1893513 9.2166966 9.0970495 11.2315045 13.5862048 10.5641263 TCGA-WE-A8ZM 70 0 NA 3082 2178 stage iiib tx n1b m0 NA yes NA male 2006 yes white not hispanic or latino 3 3 NA NA 3 3 4 2 3 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.3529280 -0.2320910 1.0899049 7.9049447 8.8777838 6.7903211 -1.2320910 4.3826603 1.0899049 1.3529280 3.6259367 0.7679937 8.9202382 4.7679514 6.5427409 11.1064111 2.6748448 9.2747567 3.0158722 10.0229818 9.5712773 10.2446994 9.2875896 NA 4.9774082 10.9889361 9.6986906 14.3314773 11.6763459 NA -1.2320910 6.2915152 3.8123442 8.8461040 8.7409330 NA 8.0464027 -0.2320910 6.0898816 -0.2320910 3.5753123 11.7996545 6.8232360 5.8659856 -1.2320910 5.8972356 -0.2320910 9.0135061 4.1255023 8.1645580 1.3529280 9.0135061 4.0956375 2.5753123 2.6748448 3.2915152 4.3225411 10.7830198 2.4684009 9.7896274 12.0848005 2.0898710 10.2767385 NA 5.2915152 7.5261768 3.6748448 -1.2320910 3.1602748 8.9290853 NA 1.9378717 3.7221490 -1.2320910 10.1968368 NA 8.8082431 1.5753123 14.5486725 4.4118126 7.5060457 13.7702849 12.7000757 5.6134432 6.6383186 10.6475365 11.1511175 10.5921165 2.4684009 13.0868491 11.3573703 6.8920740 4.7903185 NA 3.5228467 NA 2.5753123 8.2253342 2.0898710 14.6007459 -1.2320910 9.5452085 0.7679937 4.9176991 2.6748448 1.5753123 0.3528715 2.3529280 3.0898879 9.1122492 3.0158722 7.5361376 6.9023799 2.3529280 4.6505980 -0.2320910 -0.2320910 3.2915152 8.5960898 12.5941045 3.8554117 4.6986908 1.3529280 1.5753123 1.5753123 3.8123442 NA -1.2320910 5.2757483 4.3225411 NA 3.4118059 0.3528715 11.8077172 NA 12.8940124 5.0347395 12.3663548 5.5493118 9.1910691 -1.2320910 -1.2320910 7.7594755 5.5623707 -1.2320910 6.5881329 3.2273868 6.3148469 0.7679937 -1.2320910 7.6986908 NA NA NA 8.8272976 6.0898816 9.4277352 10.4522636 0.3528715 0.3528715 2.9378717 8.0253411 2.8554117 4.5228404 -1.2320910 3.9774082 2.8554117 8.6212629 -1.2320910 -1.2320910 7.5361376 3.9378811 4.4683943 7.4439099 -1.2320910 11.9587039 9.4000396 6.1429933 6.8178023 -1.2320910 5.0533547 NA 0.7679937 6.8394155 0.7679937 1.3529280 NA NA 2.5753123 1.0899049 -1.2320910 5.7104676 8.9602461 7.6536498 3.8123442 5.4118092 8.8055001 9.2757479 -1.2320910 12.5366545 NA 4.0158811 5.6868170 1.9378717 6.6868170 6.2331115 1.5753123 5.2108953 NA 2.2273714 0.7679937 11.5929120 6.9725249 4.3529139 10.4971492 0.7679937 2.8554117 4.0268532 1.7679514 6.8178023 5.9577777 -1.2320910 7.1645580 3.2527335 9.1984058 9.3090500 2.7679514 10.6103036 1.0899049 10.3416004 2.2273714 1.5753123 10.2900443 7.2273849 2.4684009 2.4684009 9.2915152 0.3528715 10.6185309 8.1188923 11.0263368 8.2191642 1.5753123 10.3401798 4.0533547 1.9378717 7.1942181 3.1602748 7.3863385 -0.2320910 4.8340437 10.1446214 7.7075324 5.8013760 6.9126115 3.0158722 2.9378717 3.4118059 6.8123480 9.8842972 5.4958742 6.5493134 10.4319560 7.4856297 5.8972356 9.1188925 2.9378717 1.7679514 9.6883061 9.8245909 2.6748448 7.3863385 7.8313484 1.5753123 11.8969142 6.8712412 7.2677989 9.0762924 3.1602748 10.8777840 NA 8.5211701 8.6808426 8.9049444 5.3225411 4.5753063 8.8066527 3.9762353 6.9627098 5.4118092 NA 11.7948225 9.9713013 4.3826603 9.7523718 NA 4.7452320 7.6383179 NA 3.2273868 NA 8.7337377 3.8972404 11.5646013 2.5753123 0.7679937 12.4861650 8.4853383 10.3780554 9.9030212 5.9577777 10.6657988 7.3263738 11.5388236 3.8554117 1.3529280 7.4368381 -1.2320910 3.8123442 10.6946199 -0.2320910 7.4474337 9.0410611 3.1602748 NA 2.0898710 3.5228467 8.4403788 -1.2320910 2.5753123 4.0533547 NA 2.6748448 12.3789781 1.9378717 0.7679937 8.7380591 -0.2320910 2.8554117 7.2836533 5.3071115 NA -0.2320910 6.9429789 9.8686156 2.6748448 -1.2320910 3.9774082 -0.2320910 3.9378811 2.4684009 NA -1.2320910 14.2336791 4.2598073 8.1984058 10.1044598 9.6383181 NA 6.1078029 3.6259367 6.4544539 2.9378717 8.7548050 1.3529280 4.7903185 5.7221490 6.5228404 9.4562037 1.7679514 -1.2320910 3.5228467 9.5203338 3.8123442 3.8972404 0.3528715 2.4684009 8.6413975 NA 3.8123442 1.0899049 8.9403808 5.3225411 5.7337367 5.8764777 1.5753123 6.3301962 10.0994301 10.9764925 4.4403809 -1.2320910 -0.2320910 -0.2320910 9.3012831 6.9712032 4.5228404 6.2677998 9.2968958 NA 9.3321028 4.5493118 -1.2320910 1.5753123 11.7226949 5.2273868 2.6748448 0.7679937 NA 2.5753123 NA -1.2320910 -1.2320910 9.3215825 NA 5.6627723 3.1602748 10.4257183 8.8712412 -0.2320910 0.0182430 0.0182430 0.0182430 0.0248290 0.0353980 0.1029300 -0.9259200 0.8609600 -0.8652300 1.5647000 0.9047200 1.6253000 1.6240000 -0.0387140 0.0206470 -0.3934100 -0.3864900 -0.0646430 -0.0136770 -0.3931900 0.7068200 0.3448600 -0.4482900 -0.4221100 -0.9996500 0.0054139 0.0283980 0.0178970 -0.9210000 -0.8687600 0.0391950 -0.8764200 -0.8652300 -0.8652300 0.0396190 -0.8561500 -1.2929000 -0.8657800 -0.8555900 -0.8518600 -1.0574000 -0.8805400 -0.8616100 -1.2929000 -0.3864900 -0.4168500 -0.4193700 -0.0062286 -0.0380340 0.0146090 0.0146090 0.0204830 -0.0246610 -0.3931900 -0.1628100 -0.872 -0.872 -0.818 -0.818 0.000 -0.393 -0.386 -0.419 0.723 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 -0.422 0.000 0.000 0.707 0.406 0.376 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 -0.838 -0.034 -0.865 1.586 -0.846 1.624 1.624 -0.842 -0.419 -0.150 -0.150 -0.872 -0.872 -0.818 -0.818 0.000 -0.393 -0.386 -0.419 0.723 0.000 0.000 0.000 0.000 0.000 0.000 -0.393 -0.393 -0.422 0.000 0.000 0.707 0.406 0.376 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 -0.838 -0.034 -0.865 1.586 -0.846 1.624 1.624 -0.842 -0.419 -0.150 -0.150 10.024752 9.555040 9.932860 7.704591 6.291515 10.635232 3.089888 8.862031 11.859455 12.084800 11.480050 11.055088 11.833369 11.077145 10.529505 15.654233 12.867794 9.714860 12.536655 9.836060 11.886894 9.870585 11.779705 7.750947 12.818397 15.214180 9.901096 12.298116 10.482199 2.767951 11.665421 9.960863 10.247228 10.680094 12.486165 12.954601 9.492467 8.089882 9.157047 3.855412 12.277481 11.604595 10.495874 5.426164 15.722670 11.785980 7.001573 3.674845 8.776382 10.969465 7.933363 8.324459 3.674845 12.152602 2.089871 10.196837 14.600746 9.903021 10.658977 6.588133 1.352928 9.892075 8.962710 7.918132 8.482199 7.607157 6.823236 8.267799 9.425272 9.607905 9.031223 11.523675 1.575312 9.434177 1.575312 9.993161 11.057684 9.824591 5.454452 9.886246 7.360410 10.560337 7.151658 6.733738 5.549312 6.330196 8.733738 11.564601 4.917699 10.995268 7.801376 NA 12.363677 13.888353 11.140002 8.436838 6.107803 10.031222 10.277728 NA 3.937881 3.855412 8.345382 12.300562 10.270288 9.526176 1.575312 9.865985 9.733016 10.545620 12.988558 9.683833 TCGA-WE-A8ZN 57 0 NA 1794 1092 stage iib t4a nx m0 no yes 4.5 male 2009 no NA not hispanic or latino 2 2 NA NA 1 4 2 3 2 2 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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12.170664 12.184680 8.823387 8.308998 9.547378 4.785435 13.867664 12.2066349 8.4428071 3.4528590 15.4872258 11.8014252 8.1221400 6.1978202 7.9717688 10.7539337 8.5052963 6.1409177 4.7854355 15.9938231 4.3704015 6.0988532 14.3316082 10.4536957 11.5179529 4.0198976 0.2829735 9.9676846 7.1073646 8.6960843 8.4511901 7.3200252 6.7368930 10.9435262 10.0182099 10.1998106 9.7687653 11.1258101 7.4156497 10.1289486 4.5308636 10.4582776 12.0827572 11.3357304 6.3561843 11.6074916 5.5308636 8.2117010 7.3668581 7.9948897 2.0199154 4.6521710 10.9600683 12.0348984 3.2829290 11.0667527 8.0514069 -1.3018704 12.8833909 13.6795853 10.7210347 9.8747699 8.2037850 9.7485023 9.7887475 2.6979739 -0.3020483 4.7854355 9.9752609 11.9575946 10.2003080 9.7827819 1.6979517 9.6894954 10.3668584 10.2730399 13.2417303 11.0263679 TCGA-WE-A8ZQ 48 0 NA 1923 1479 stage iia t3a n0 m0 no yes 2.3 male 2009 no NA not hispanic or latino 3 3 NA NA 3 3 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.1840967 3.6740199 NA 4.5439598 2.5164691 9.2296651 3.9453174 NA 4.7933185 0.4009750 NA 4.5164754 -1.1840967 9.1570000 3.4598906 8.3953529 6.3158832 1.8160262 9.6599583 4.5973941 8.5042875 9.4616955 9.1921626 8.3991198 NA NA 10.5456579 10.4800399 12.6861129 11.2328347 -1.1840967 NA 7.5809090 5.3396006 8.3474185 8.2275481 0.4009750 6.6677857 -1.1840967 6.2338900 -0.1839328 5.5973971 10.8244658 -1.1840967 10.6010808 NA 2.9035011 NA 9.3801866 2.7229250 9.1435898 NA 9.9619694 5.4956568 3.4010024 1.9859740 1.9859740 5.1379666 10.8733521 6.8494601 7.8848152 11.6235933 2.4010024 12.4391184 0.8160672 4.6740199 10.0364156 4.7702318 -1.1840967 5.6986797 10.5842215 1.1379625 1.1379625 3.9859649 -1.1840967 5.6615273 NA 6.0734240 0.4009750 13.7372273 2.5164691 2.6233987 13.3959423 12.5361745 3.5164817 5.7818213 9.8528976 10.4729089 10.9127523 9.4875782 5.4884636 8.6505082 6.1735892 2.5164691 NA 2.9859558 NA 2.9035011 3.5164817 1.4009750 14.0783446 1.1379625 10.4893462 NA -1.1840967 3.7702370 -0.1839328 NA -0.1839328 4.7467750 6.7760395 4.0639688 7.0157094 -0.1839328 3.7229250 2.4010024 -0.1839328 1.1379625 4.2083534 8.2998527 12.3920490 3.8160364 2.4010024 -0.1839328 4.1379625 0.4009750 4.6986797 1.1379625 -1.1840967 -1.1840967 0.4009750 NA 2.4010024 -0.1839328 10.8442782 -0.1839328 11.1255135 4.6740199 11.8080904 5.2917693 9.2233050 -1.1840967 3.2754690 5.1379666 NA -0.1839328 0.8160672 4.7467750 9.6833159 NA NA 8.5792496 0.4009750 NA -1.1840967 1.1379625 4.9035011 5.0032919 9.7861430 -0.1839328 1.1379625 NA 8.1175335 4.2754690 6.0352060 NA 7.3782792 2.5164691 9.4298266 2.9859558 -0.1839328 6.9297792 1.8160262 1.1379625 7.9759087 1.4009750 12.2114374 10.7979611 -1.1840967 4.7702318 -0.1839328 0.4009750 NA -1.1840967 7.8767330 0.8160672 -1.1840967 NA 1.1379625 0.4009750 -0.1839328 NA 4.9453221 4.9657843 9.4990317 4.3706246 0.8160672 7.2672483 9.7600171 0.4009750 11.5869075 0.4009750 -1.1840967 6.4598939 1.1379625 6.5507468 9.4539208 1.4009750 4.4598906 NA 2.4010024 1.4009750 7.6201685 7.2672483 5.1379666 9.1986611 4.6986797 3.1379625 0.4009750 -1.1840967 2.6233987 9.1491925 NA 7.5130051 8.2786009 9.2836426 9.1368376 5.6233928 9.3906307 4.7933185 10.3643774 -1.1840967 NA 7.5675812 6.1469545 NA 0.4009750 7.2836431 1.4009750 10.8328455 6.6169369 10.9136184 6.6986797 0.4009750 10.4562821 3.4598906 0.4009750 7.0303559 7.2877124 2.2754541 1.4009750 4.5709243 9.1106579 4.3706246 1.4009750 6.6802231 1.6233987 2.2754541 1.4009750 NA 9.5190756 6.4380882 4.5439598 NA 8.2548288 -0.1839328 10.6544533 1.8160262 7.5541291 9.7504651 9.9153850 -1.1840967 6.1014400 6.2083553 5.2083534 10.9433867 0.4009750 7.7961766 7.8981860 2.9035011 10.4266006 NA 7.1014389 7.2464898 11.1631048 1.6233987 4.7933185 8.4151688 2.6233987 -0.1839328 4.2423052 NA 9.3981791 5.9657843 4.1379625 10.4567340 NA 1.9859740 7.3896847 NA 3.5164817 1.1379625 9.3327220 2.1379625 10.5746768 2.5164691 3.9859649 12.7009708 10.2393002 9.9199806 9.0544418 6.7047807 6.4159496 5.5842229 5.4307469 3.5709243 3.7229250 7.5439575 1.9859740 2.2754541 7.0687031 1.8160262 9.4490324 7.8647148 4.6489256 -1.1840967 -1.1840967 3.2083612 3.0639688 1.4009750 1.6233987 4.2423052 NA 0.4009750 9.5667442 NA -1.1840967 7.0303559 -1.1840967 7.3277897 6.7760395 4.1014400 -1.1840967 NA 8.0094149 10.7983178 4.3706246 NA 3.8604265 2.4010024 4.9035011 3.9035011 NA -1.1840967 12.8533267 7.3820914 8.4919942 6.8047222 NA NA 6.9034999 2.7229250 6.7108546 6.3317375 9.6641671 6.4380882 1.4009750 6.5973971 8.0083300 3.5709243 NA NA 3.6233870 2.2754541 3.7702370 2.6233987 NA 0.4009750 8.4652933 NA 2.9859558 1.1379625 6.8549556 3.5709243 6.0448553 1.6233987 4.0254895 8.7832635 9.6778995 11.1257977 5.6362157 NA 6.3231971 NA 8.4472143 8.2993894 6.5642303 6.4670887 6.9723227 -1.1840967 9.9978106 NA NA 4.0639688 11.7440003 4.9245608 0.4009750 1.9859740 NA -1.1840967 5.3858935 -0.1839328 NA 9.0991255 1.1379625 5.6986797 -0.1839328 8.0520512 8.4902296 2.1379625 0.589190 1.149900 1.149900 0.041034 0.186070 0.644140 0.574690 1.163900 1.133800 1.733200 1.702700 0.605210 0.572270 0.398450 0.058620 0.058620 -1.229000 0.595840 -0.037354 1.245900 1.116700 -0.680490 -0.054248 -1.290800 -0.054151 -0.014213 -0.011060 0.175880 0.199990 0.636180 0.636180 0.574440 -0.635570 -0.635570 0.605210 -1.292900 -1.292900 -0.640760 -0.640760 -0.640760 -0.657790 0.398450 0.398450 -0.604050 -1.292900 -0.013677 -0.013677 -1.292900 -1.292900 0.562410 -0.644070 -0.667980 -0.029448 0.414790 0.020343 -0.641 -0.641 0.398 0.398 0.000 0.000 -1.293 0.000 0.596 -0.082 -0.644 0.000 0.000 0.000 0.000 0.485 0.485 -1.293 -0.143 1.149 1.149 -0.114 -0.680 0.000 0.000 0.000 0.000 0.186 0.186 0.574 0.574 0.545 -0.589 1.703 1.703 0.605 0.605 -1.267 0.000 0.000 0.000 -0.641 -0.641 0.398 0.398 0.000 0.000 -1.293 0.000 0.596 -0.082 -0.644 0.000 0.000 0.000 0.000 0.485 0.485 -1.293 -0.143 1.149 1.149 -0.114 -0.680 0.000 0.000 0.000 0.000 0.186 0.186 0.574 0.574 0.545 -0.589 1.703 1.703 0.605 0.605 -1.267 0.000 0.000 0.000 10.597807 9.314886 10.674018 8.208354 7.580909 10.659958 4.516475 9.127785 12.860301 11.623593 10.557083 10.728178 10.104903 10.915385 10.140218 15.436572 13.153589 10.785783 11.586908 9.461696 12.747052 10.444938 12.085602 7.233890 10.224898 13.896397 11.571133 11.706301 10.881117 6.291771 9.890179 9.784704 11.165871 10.472015 12.700971 12.241901 9.480484 9.021830 9.276493 4.648926 13.165733 12.1596393 6.8658854 6.0828239 15.6373614 11.2664752 6.8272639 2.1379625 8.9478940 10.1894462 7.3429280 6.0352060 4.0254895 11.5003475 2.4010024 5.6615273 14.0783446 8.6771241 10.5924702 7.0009127 3.2083612 8.2485790 8.9206360 8.3250005 8.9606953 6.5575035 7.3896847 9.7378780 9.8286617 9.3287777 6.2169165 9.7259303 1.4009750 9.6425857 3.2083612 9.8645240 10.1713882 9.9153850 4.2423052 10.1146726 6.6802231 11.7051608 5.4307469 5.8047222 7.4598930 5.3551960 9.3327220 10.5746768 3.4010024 10.8821263 6.5973971 NA 12.8155087 12.7382499 10.6967686 9.1186761 6.9034999 10.4902295 11.0822381 NA 6.6362157 4.6489256 8.1129534 11.6677472 9.2190492 8.8174455 0.8160672 9.3228405 10.9759085 10.3327221 13.3878491 10.4196635 TCGA-WE-A8ZR 49 1 274 133 24 stage iiic t4b n1b m0 yes yes 7.3 male 2013 yes white not hispanic or latino NA 3 NA NA 1 1 1 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.438759 1.701815 -0.468132 11.749222 0.116897 8.686689 4.086461 -0.468132 2.531868 7.252969 NA 3.701793 0.531868 1.991318 -1.467932 0.531868 7.417566 5.300054 9.946556 1.339251 9.449988 8.684155 7.926333 9.195428 NA NA 11.802020 10.238366 14.746417 11.313845 NA NA 7.459648 6.898193 8.960230 7.743759 -1.467932 8.456683 -0.468132 1.991318 -1.467932 NA 11.008617 -0.468132 4.760689 NA 3.889425 -0.468132 6.624627 5.313231 9.073935 1.991318 10.048555 3.894342 1.991318 6.880599 6.775044 6.587153 11.161682 5.116835 9.629244 14.798346 10.693632 5.597960 NA 1.701815 5.175728 5.619756 NA 3.055439 7.658575 -1.467932 2.853796 1.116830 -1.467932 6.286757 NA 3.741327 3.924185 13.564433 1.991318 1.339251 12.935215 11.919080 4.023726 5.520554 3.286763 10.669502 9.967541 5.389852 5.520554 10.925529 8.069089 -1.467932 -1.467932 5.701796 -1.467932 4.116830 -0.468132 -1.467932 13.368895 1.531868 9.701169 NA -1.467932 2.116830 -1.467932 NA 0.116897 0.116897 9.485339 6.906910 5.131783 NA 1.701815 3.958137 NA -1.467932 2.701793 9.692372 12.857316 3.958137 1.116830 NA 1.531868 0.116897 1.853796 2.619343 2.438772 1.531868 0.116897 NA 4.389849 NA 9.652102 NA 11.808140 1.991318 13.081053 7.411453 8.512010 0.531868 -1.467932 8.588332 NA NA 4.086461 0.853836 9.476582 2.339223 5.402234 8.706796 NA 2.531868 -1.467932 4.414514 4.116830 8.217898 8.646914 0.853836 0.116897 1.339251 NA -0.468132 2.531868 NA 8.875056 NA 4.597960 3.619331 NA 6.450733 1.531868 3.389856 2.438772 0.116897 11.990790 11.059592 1.116830 2.853796 0.116897 -1.467932 0.116897 1.531868 5.924188 0.116897 4.798657 NA NA NA 2.339223 -1.467932 0.116897 -0.468132 8.696777 4.835651 -1.467932 6.676528 10.855769 NA 12.011145 NA NA 7.520555 4.640395 8.166681 8.410305 5.565293 3.889425 NA -1.467932 -1.467932 4.906910 9.871720 1.531868 9.616679 3.531868 0.853836 2.452174 1.116830 -1.467932 13.106878 NA 7.608686 1.642886 9.030720 9.161227 5.175728 6.812641 -1.467932 6.462607 0.853836 -1.467932 6.867260 5.798657 1.991318 0.116897 8.917733 3.055439 1.116830 7.164866 10.619757 7.197206 -1.467932 10.230141 4.204297 NA 8.472918 2.232323 2.232323 -0.468132 -1.467932 8.061301 0.853836 3.055439 7.316505 -1.467932 1.116830 -1.467932 1.339251 9.419852 7.789258 3.958137 2.531868 7.945498 0.531868 10.636469 0.531868 4.414514 7.882809 11.559776 NA 2.116830 6.396057 1.991318 10.859423 0.116897 4.462609 5.300054 3.175732 11.310358 NA 6.345652 7.724163 5.352049 2.116830 3.924185 7.943318 0.116897 4.462609 3.232308 NA 8.179329 12.212669 3.991300 10.462608 NA 2.339223 2.619343 NA 1.339251 -1.467932 10.900104 3.741327 10.988225 5.101726 1.701815 12.169401 5.135793 7.770275 10.855769 5.731542 6.619334 2.619343 11.356829 2.116830 2.232323 8.461129 0.853836 2.619343 9.905823 2.531868 9.117772 8.119723 6.101726 -0.468132 NA -0.468132 5.862786 -1.467932 2.701793 3.339223 NA NA 9.845320 0.531868 1.116830 8.499096 4.701793 1.701815 3.958137 3.661157 -0.468132 -1.467932 5.526451 7.438761 0.853836 -1.467932 4.023726 -1.467932 2.531868 NA -0.468132 1.853796 13.916283 6.587153 6.817273 9.209590 NA NA 6.109300 1.853796 6.640395 4.531868 7.424959 -1.467932 -1.467932 8.103623 4.259792 8.188295 1.339251 -1.467932 2.339223 4.313231 5.932749 0.853836 3.175732 -0.468132 6.746189 1.116830 2.531868 1.531868 6.974814 4.871720 3.531868 4.438759 1.991318 10.695520 9.447750 9.543796 1.853796 1.339251 1.070389 2.779806 5.509151 NA 3.438759 5.983083 8.638930 NA 9.965977 NA 0.853836 1.116830 12.145775 5.300054 -0.468132 -1.467932 NA NA 3.531868 4.286755 NA 9.722929 NA 6.109300 NA 9.714885 8.371074 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 10.628585 9.886120 10.003037 9.110243 7.459648 11.357823 6.937011 9.517712 14.186122 14.798346 11.934083 10.203411 12.102556 9.464823 11.685581 14.624359 13.835045 10.521265 12.011145 7.364761 12.387615 15.180101 13.491148 4.941261 12.375301 13.169005 10.013165 12.408387 10.972480 2.619343 10.555971 12.261491 10.287592 9.529755 12.169401 12.138040 9.333579 8.636469 12.221322 1.116830 13.419043 12.579420 6.999476 5.259792 16.036207 10.809158 7.909081 6.389851 8.747403 10.836792 9.532560 6.078766 8.339225 14.283702 10.693632 6.286757 13.368895 9.315687 10.636141 6.858299 1.116830 9.894658 7.989251 8.947770 8.405314 4.597960 6.514864 8.419091 10.188295 9.629902 9.397209 11.005322 5.565293 8.856051 4.023726 9.355237 11.557529 11.559776 3.661157 10.569074 7.301311 9.983081 5.565293 7.367921 4.259792 3.619331 10.900104 10.988225 4.023726 10.416422 8.425172 NA 12.900990 13.575795 9.946556 10.835080 6.109300 9.040655 9.841915 5.587152 1.853796 1.116830 9.057391 13.048993 10.708667 10.005069 1.531868 8.960230 10.716126 9.499817 12.485703 10.661153 TCGA-WE-A8ZT 25 0 NA 359 10 stage iv t3b n1b m1b yes yes 4 female 2013 no white not hispanic or latino 3 1 NA NA 3 3 4 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 3.4082091 NA -1.3989691 0.1858665 -0.3991594 8.1535252 4.5315936 NA 0.9228068 3.9584066 NA 2.9931671 NA 6.8392605 5.2302145 6.3690407 0.6008406 4.6883203 9.9851003 -1.3989691 8.4727615 9.8054274 7.9693629 8.8793057 NA NA 11.9246148 9.7074192 14.7683136 11.9363862 0.1858665 -1.3989691 7.5463003 5.2155660 8.8090906 8.0229209 NA 7.8176022 -0.3991594 4.1554416 NA NA 8.4098203 NA 7.8535217 NA 3.9931762 NA 6.6176643 -0.3991594 8.5092489 -1.3989691 9.4486966 4.6727478 2.0602895 NA 5.6120841 4.8862575 10.9267238 4.2447120 7.8296752 11.0813940 8.7770294 11.2444870 -1.3989691 -0.3991594 -1.3989691 -0.3991594 NA 2.6008644 5.3287754 NA 3.7301400 -1.3989691 NA 4.5077439 -1.3989691 8.2891064 7.4305788 11.6823397 2.1858031 NA 11.3854911 12.0666777 0.9228068 3.6883147 -0.3991594 8.1106310 11.8730486 4.8676445 5.0765890 11.0533549 5.3012950 1.7707868 NA 5.4712200 NA 1.4082227 NA NA 14.1189158 2.0602895 10.5983886 -0.3991594 0.6008406 1.4082227 NA -1.3989691 NA 0.6008406 8.3952719 6.0354854 5.3012950 -1.3989691 -0.3991594 0.1858665 NA NA 3.3557493 8.9769816 12.9664952 1.6008406 5.0765890 -1.3989691 1.1858031 -1.3989691 0.1858665 -1.3989691 -0.3991594 NA -0.3991594 NA 2.6883147 -1.3989691 1.7707868 NA 12.6672819 2.1858031 11.5473970 5.9317729 8.0208166 -1.3989691 NA 8.7041440 -1.3989691 NA 2.6008644 NA 8.3871260 0.9228068 2.1858031 8.7184993 -0.3991594 2.7707868 NA 0.9228068 3.6008525 8.6865944 7.3047602 3.2447196 NA NA 7.5463003 NA 1.9227687 NA 1.1858031 NA 3.6008525 NA -1.3989691 6.2302126 1.4082227 0.9228068 NA NA 12.4633968 11.3272873 -1.3989691 2.7707868 NA NA NA 0.6008406 6.0520680 -1.3989691 4.1244191 NA -0.3991594 0.6008406 0.1858665 1.1858031 NA NA 8.8356737 1.1858031 NA 7.6669454 10.4553351 NA 10.9300920 -0.3991594 -1.3989691 6.9540032 6.0927085 7.0846723 6.6020396 5.8296745 2.9227877 NA -0.3991594 NA 1.9227687 2.0602895 2.3012950 8.8090906 2.6008644 NA 1.9227687 -0.3991594 NA 4.8676445 NA 6.9046370 -1.3989691 8.6790071 9.2670802 2.1858031 2.8487782 NA 10.9636220 0.9228068 0.1858665 6.1707123 4.3012950 0.1858665 NA 6.4712216 1.6008406 10.6253034 6.0684623 9.8241884 4.6669440 NA 10.6455919 2.3012950 4.1244191 6.5952097 6.0927085 5.2873578 NA NA 6.5256680 7.1554447 4.2155699 6.4834998 2.3012950 0.9228068 -1.3989691 0.1858665 8.5462999 6.9584077 3.4588413 1.7707868 7.5017234 -1.3989691 11.0538696 0.1858665 5.5666417 7.4146370 9.9677248 NA 6.8392605 0.1858665 3.1858190 11.0009351 -1.3989691 9.1046821 2.0602895 1.6008406 11.0118375 NA 5.5077471 5.0437994 4.9046382 1.1858031 3.3012950 6.4647320 -1.3989691 NA 3.6883147 1.1858031 3.2447196 11.8884244 4.0927064 10.8344759 NA 0.9228068 NA NA 1.7707868 NA 11.4092172 -0.3991594 11.6524051 3.1858190 -1.3989691 11.9063481 10.0154939 5.8676420 10.8179052 2.3012950 2.0602895 3.5077439 5.0765890 2.5077439 0.9228068 7.8392611 0.6008406 1.4082227 1.9227687 2.9931671 8.7172004 11.5579438 5.1244191 -0.3991594 NA NA -1.3989691 -1.3989691 -0.3991594 4.4337473 NA NA 10.5927324 3.6452520 0.1858665 7.4588372 4.3287790 2.6008644 11.3766723 2.9227877 NA -1.3989691 6.5859585 7.1630992 NA NA 2.4082227 -1.3989691 0.9228068 3.2447196 NA NA 13.8862224 4.7707815 8.2856047 4.5550553 -1.3989691 NA 4.3822176 0.6008406 5.1707103 4.4082091 8.4669762 1.7707868 -1.3989691 6.7041443 3.1244109 4.1244191 -1.3989691 NA NA -1.3989691 4.0927064 3.1858190 2.9227877 -0.3991594 6.3082152 1.4082227 2.3012950 1.9227687 5.2302145 1.6008406 0.6008406 1.9227687 1.1858031 9.4471301 8.9148730 10.1564041 2.3012950 0.1858665 -1.1240627 2.3012950 4.9584066 -1.3989691 1.9227687 4.9931716 8.5769763 NA 9.5382301 -1.3989691 NA 3.1858190 12.0820250 4.0927064 -1.3989691 -1.3989691 0.1858665 NA NA 1.4082227 NA 9.1970461 NA -1.3989691 1.1858031 7.0396484 8.2572813 NA 0.00423400 0.00423400 -0.00283860 0.00062523 -0.00214630 -0.00366900 -0.00366900 2.32340000 -0.00532880 0.00173490 -0.00501070 0.45615000 0.46033000 -0.00173080 0.00034791 0.00034791 0.00034791 0.01021700 0.00827480 0.01133200 -0.00204720 0.01161000 0.00423400 0.00423400 -0.00062243 -0.00394570 0.00062523 -0.00214630 0.00048656 -0.00366900 -0.00366900 -0.00366900 -0.00103810 -0.00103810 0.45615000 0.00034791 -0.82842000 0.00826680 -0.85500000 -0.85500000 -1.01820000 -0.00173080 -0.00173080 0.00034791 0.00034791 0.00118940 0.00465080 0.01021700 0.01021700 0.00792230 0.00792230 0.00952000 -0.81831000 0.01133200 -0.55792000 0.000 -0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.811 0.811 0.000 0.000 0.456 0.456 0.000 0.000 -0.558 0.422 0.000 -0.855 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.811 0.811 0.000 0.000 0.456 0.456 0.000 0.000 -0.558 0.422 10.2003042 8.9974609 10.0659125 6.8816267 7.5463003 9.8931779 5.7301400 8.1970461 10.6689124 11.0813940 10.2104967 9.9227843 11.4553351 9.5973297 9.9633481 15.1978176 13.4792425 10.0250226 10.9300920 9.4510431 12.4022615 11.6654306 11.8329773 1.6008406 9.0333982 14.4092675 12.3892687 11.2386132 11.1766318 -0.3991594 10.7483792 11.0625915 10.2732816 9.7184993 11.9063481 12.8285452 8.4727615 9.5433708 8.3871260 -0.3991594 12.3614723 11.9426530 5.9317729 1.1858031 17.0656722 10.1905075 8.0846718 5.0927106 7.9473699 11.8743605 8.2660500 3.7301400 4.5550553 12.2753796 8.7770294 4.5077439 14.1189158 10.6390894 10.6214890 4.4834998 1.4082227 10.0879074 7.8908753 8.2062803 8.6790071 3.5550553 7.1361319 6.6120841 11.6859967 10.3137916 9.4088793 10.5069953 5.8296745 9.7919155 5.6232231 9.4611673 11.5546889 9.9677248 7.3590792 10.7090540 9.8396072 8.9340116 7.3690407 5.7807642 0.6008406 2.1858031 11.4092172 11.6524051 1.4082227 11.2568341 7.5666409 NA 12.5272449 13.6890234 11.0210797 9.0957119 4.3822176 10.1768681 9.5197196 5.5666417 1.9227687 -0.3991594 8.4865527 12.4009634 10.1477507 10.0937108 1.4082227 9.7448771 10.5630293 11.5718608 13.7416062 10.9869882 TCGA-WE-A8ZX 45 0 NA 1089 26 stage iiib tx n1b m0 NA no NA male 2012 yes white not hispanic or latino 3 2 NA 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.93098532 -0.93098532 NA 8.92686525 2.39080524 8.66320904 9.25499858 -0.93098532 1.06887714 5.42643585 NA 2.23881742 1.06887714 3.06887714 1.39083274 1.65383964 9.43411319 7.32627218 8.64820009 0.06887714 7.49933647 10.92803078 9.34849491 8.81875376 0.65388549 -0.93098532 11.70187948 9.04329884 15.68498798 11.63541409 -0.93098532 NA 7.86978444 7.89225136 8.48884435 9.38290108 NA 9.45797774 2.76154060 4.02307789 NA 1.65383964 11.50507528 2.65383964 5.40873563 NA 5.09125130 1.39083274 6.74130923 4.19816409 9.07731297 NA 10.22370237 5.85704792 2.52832126 3.46120111 9.12009321 8.02016880 9.51803287 5.85024436 10.23943528 11.63992585 3.52832126 8.60610276 NA 7.39980085 3.31681189 2.52832126 0.06887714 3.06887714 9.97351887 -0.93098532 5.47827617 0.06887714 NA NA NA 0.65388549 0.06887714 13.98219449 2.76932744 4.06888574 13.31718252 12.62670695 2.52832126 4.19816409 4.06888574 10.33976362 9.31324812 8.75187875 7.11873244 11.31235586 6.93924891 NA 0.06887714 5.62347185 NA 0.65388549 -0.93098532 NA 12.46882572 1.39083274 10.70187953 0.06887714 2.39080524 4.46120111 2.97577691 NA -0.93098532 1.06887714 7.66134130 8.11327855 5.87623943 0.06887714 1.06887714 4.19816409 NA 0.06887714 2.06887714 8.98177361 11.87925508 2.76932744 1.39083274 -0.93098532 2.76932744 0.06887714 1.65383964 -0.93098532 4.02307789 3.52832126 1.39083274 NA 4.35428994 0.06887714 4.56073941 NA 10.70505571 4.39081211 12.93722460 7.78312986 9.93229626 NA -0.93098532 3.46120111 NA -0.93098532 0.06887714 2.39080524 9.72977163 2.23881742 -0.93098532 9.44066095 -0.93098532 NA NA 2.76932744 4.39081211 5.87610925 8.33801118 4.19816409 -0.93098532 NA 7.19300585 0.65388549 3.87624189 NA 0.65388549 2.06887714 2.65383964 -0.93098532 1.06887714 8.24131204 4.31681189 3.31681189 1.65383964 NA 12.53954316 10.12890465 -0.93098532 2.76932744 2.76932744 2.23881742 NA 2.06887714 6.46976390 0.65388549 8.40203953 0.06887714 -0.93098532 NA 1.39083274 0.06887714 NA 0.65388549 10.13967605 6.78998350 2.76932744 6.33567083 10.92569885 1.39083274 11.44365213 0.06887714 1.39083274 10.51234591 4.39081211 8.90335527 10.18844148 6.92686525 4.02307789 NA 1.87625171 NA 9.49410015 8.65384681 0.06887714 7.79680473 3.97577691 1.65383964 1.06887714 NA 1.06887714 9.45042731 NA 3.97577691 6.69641815 9.43629908 8.45690141 5.49514829 6.61577822 0.65388549 5.44392486 -0.93098532 NA 5.11327960 5.13497249 0.65388549 0.65388549 9.22243630 3.15634807 11.55471360 7.15634706 10.76235380 6.41761289 3.31681189 10.87865240 3.52832126 0.06887714 8.83872207 1.06887714 1.87625171 1.87625171 NA 7.43520686 -0.93098532 7.19300585 9.25994353 -0.93098532 2.65383964 3.52832126 1.65383964 8.36580056 9.11327829 8.10230749 NA 8.14034666 -0.93098532 9.95610487 2.97577691 2.23881742 7.36809258 10.99332572 4.56073941 1.65383964 2.65383964 NA 10.52934016 NA 7.40427473 5.46120111 NA 11.17151616 4.92686762 6.15634807 7.05187778 4.02307789 3.92686288 8.32627218 8.11878745 3.23880214 7.32154934 4.19816409 2.65383964 9.76585179 8.45690141 5.15634807 9.98102521 NA 0.06887714 3.15634807 NA 1.39083274 NA 10.36350501 3.15634807 11.07099609 6.60026529 NA 12.88636766 6.57143715 6.81707703 10.90335535 3.59244508 1.87625171 6.86330044 10.91359009 0.65388549 3.82376974 8.11054334 2.87623206 1.39083274 6.90177439 6.70550936 8.48039520 8.53091621 7.67251091 NA NA 1.87625171 1.65383964 NA 3.31681189 4.31681189 NA 0.06887714 12.71025873 1.06887714 0.06887714 7.67621451 7.34034774 2.06887714 3.52832126 3.39081899 0.65388549 -0.93098532 7.54878570 12.42863387 1.39083274 NA 3.31681189 -0.93098532 1.65383964 1.06887714 NA NA 13.09462948 7.18262676 7.54866473 6.82377228 -0.93098532 NA 6.30728826 2.76932744 7.39531391 5.97577461 8.21837724 0.06887714 0.65388549 8.75538468 3.52832126 5.52831501 NA -0.93098532 NA 5.44392486 6.75538434 2.06887714 5.42643585 0.65388549 9.25499858 3.31681189 2.65383964 NA 6.45258885 4.87623698 4.92686762 5.42643585 5.65384537 5.63873999 9.28684188 7.89225136 1.65383964 0.65388549 0.46946925 5.19816802 8.59636123 1.13586317 6.53648968 4.19816409 7.94733361 NA 10.13025548 2.65383964 0.06887714 2.52832126 11.19816734 6.20843532 0.06887714 NA -0.93098532 0.06887714 -0.93098532 6.35428641 NA 8.82544062 -0.93098532 3.82376974 NA 3.59244508 8.96672981 NA -0.010094 0.424690 0.404610 3.656900 -0.508150 -0.521740 -0.518150 0.426710 0.419280 0.906530 0.879260 0.764660 0.764660 0.405940 -0.507120 -0.507120 0.868900 0.458710 -0.528070 0.358220 0.430000 0.013492 -0.010094 -0.010094 0.338040 -0.501730 -0.502870 -0.511050 -0.512430 -0.521740 -0.521740 -0.518150 0.440200 0.440200 0.713400 -0.512490 -1.292900 -0.519230 -0.509660 -0.506500 -0.506500 0.406610 0.405940 -0.507120 0.902910 -0.508880 -0.533070 0.458710 0.458710 -0.022058 -0.501520 -0.529200 0.466050 0.358220 0.000000 -0.519 -0.519 0.406 0.406 1.264 0.757 0.869 -0.501 0.459 0.000 -0.474 -0.505 -0.505 0.000 0.000 0.358 0.358 0.000 0.425 0.430 0.430 0.329 0.000 0.335 0.335 -0.480 -0.480 -0.508 -0.508 -0.522 -0.522 0.419 0.419 0.907 0.907 0.765 0.765 -0.507 -0.507 0.000 0.000 -0.519 -0.519 0.406 0.406 1.264 0.757 0.869 -0.501 0.459 0.000 -0.474 -0.505 -0.505 0.000 0.000 0.358 0.358 0.000 0.425 0.430 0.430 0.329 0.000 0.335 0.335 -0.480 -0.480 -0.508 -0.508 -0.522 -0.522 0.419 0.419 0.907 0.907 0.765 0.765 -0.507 -0.507 0.000 0.000 10.020169 9.058988 9.457978 9.486737 7.869784 9.824606 6.914374 8.314437 12.224245 11.639926 11.269476 9.863300 10.777106 8.926865 10.144363 14.595475 13.287750 11.608043 11.443652 3.156348 12.101963 9.571716 14.017525 6.999621 12.618067 12.915746 8.379497 11.461202 10.180020 2.068877 11.264257 10.864924 10.719936 10.203311 12.886368 12.755493 10.822519 8.604160 10.343845 7.657599 13.330465 12.618428 8.718140 2.068877 15.169421 10.626827 8.088475 6.769323 8.828772 10.803171 10.701484 5.478276 6.288052 15.601469 3.528321 NA 12.468826 8.925310 10.513382 4.683595 2.653840 10.625869 8.636840 9.386704 9.213542 3.316812 4.683595 9.750123 9.320367 10.117289 8.450427 10.484098 6.926865 8.758882 5.238810 10.170860 10.761500 10.993326 2.653840 10.006994 7.430828 9.056148 4.901774 8.314437 4.741311 1.653840 10.363505 11.070996 3.390819 10.276509 8.231427 NA 13.306692 14.773661 10.066769 10.387992 6.307288 10.735108 11.464954 3.156348 2.735630 7.657599 9.498291 11.889831 9.606103 8.633034 2.068877 9.102307 10.178715 8.858418 14.212666 9.750123 TCGA-WE-A8ZY 62 1 1506 1330 1167 stage iia t3a nx m0 no yes 3 male 2010 no white not hispanic or latino 1 1 NA NA 1 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.48762139 3.76044452 -1.48762139 11.10169662 3.68243846 9.17784954 5.18493880 -0.48741912 2.68243846 4.39515879 -1.48762139 3.26740096 -0.48741912 9.29469288 2.41940405 4.77930175 7.66479854 5.67238574 8.00636928 NA 10.25440189 9.01435083 8.59466275 7.57590904 NA -0.48741912 11.43899499 10.27364934 15.22986877 11.30652331 NA NA 8.26405783 6.36426250 9.25902786 7.44620411 NA 8.96269390 -0.48741912 2.41940405 NA 0.51247975 11.33289206 2.31987801 4.97194354 -1.48762139 3.59997233 -1.48762139 6.61054505 2.90483088 8.66479854 -1.48762139 9.96526973 4.80142771 1.68243846 7.48118025 5.57860366 6.11242700 11.09512613 6.38902983 9.78222474 11.67726346 3.15636425 6.20600042 NA 3.15636425 0.09747596 4.90483088 0.51247975 2.41940405 7.78863808 NA 2.09747596 1.51253031 NA 1.31984912 0.09747596 7.75806661 1.09747596 14.87076992 0.83446852 -1.48762139 14.00583750 11.68102907 0.83446852 3.64180033 0.51247975 11.02080365 11.55895560 7.88755330 6.46088014 10.53696081 7.93036597 0.09747596 NA 5.11242491 NA 2.97193895 NA -1.48762139 15.42825021 1.31984912 9.57118190 1.68243846 NA 0.51247975 NA NA NA 0.83446852 6.14913740 4.74133215 6.37049387 NA 0.83446852 1.31984912 NA NA 2.51250503 9.65462063 12.59707293 3.76044452 0.09747596 0.09747596 2.21294280 NA 2.41940405 NA -0.48741912 -1.48762139 0.09747596 NA 4.62103792 NA 6.79791568 2.51250503 11.17273246 3.68243846 12.49915568 6.05167227 9.34382085 -0.48741912 NA 7.09371439 NA NA -1.48762139 1.51253031 8.63534157 1.31984912 NA 9.38133616 NA 1.31984912 3.76044452 1.31984912 3.97194814 3.85875686 7.23702731 2.31987801 0.51247975 4.09747596 7.27738505 2.68243846 2.97193895 NA 3.26740096 -1.48762139 3.03608128 1.31984912 -0.48741912 6.80713464 1.83442807 2.31987801 2.09747596 0.51247975 13.86665971 10.88238360 NA 3.68243846 1.83442807 -0.48741912 NA 0.51247975 5.86124079 0.51247975 5.17072628 NA -1.48762139 0.09747596 -0.48741912 NA NA 3.21295836 9.19287323 2.51250503 -0.48741912 7.94922500 10.76162710 -0.48741912 10.78485181 0.83446852 NA 7.69242301 4.51251135 7.16356515 5.93213678 4.59997828 4.74133215 NA 0.09747596 NA 5.11242491 9.37127178 1.51253031 7.87664832 7.32949768 1.97195734 0.51247975 -0.48741912 -0.48741912 10.85847326 NA 2.90483088 0.09747596 9.58263465 8.19199389 6.25397981 10.03214989 1.51253031 4.57860064 0.09747596 -1.48762139 4.97194354 4.34540347 1.51253031 NA 7.10870321 1.31984912 11.35584588 6.21987324 10.52109983 7.75091864 -1.48762139 10.43695509 0.83446852 3.21295836 8.01435083 -1.48762139 2.31987801 -1.48762139 NA 9.79560203 1.09747596 2.09747596 7.47829801 0.83446852 5.84343117 0.51247975 0.83446852 9.87774256 7.52094234 4.97194354 2.51250503 6.04389565 0.83446852 10.45356130 0.51247975 1.31984912 7.52094234 11.56372257 -1.48762139 2.31987801 1.68243846 -0.48741912 10.54249100 NA 5.79791568 5.41940405 2.09747596 10.87308647 2.21294280 6.08236836 6.55690758 2.59998423 4.15637234 3.51251767 8.07651046 -0.48741912 NA 3.79791568 NA 6.65717122 12.47522896 3.21295836 9.79270441 NA 2.68243846 2.97193895 NA 2.90483088 -1.48762139 10.44251176 4.00436655 12.00211076 4.09747596 -1.48762139 12.27344147 6.79546306 7.77225716 9.91445973 -0.48741912 1.09747596 3.09747596 7.40125671 1.97195734 0.09747596 8.10870321 1.09747596 1.51253031 7.24043455 5.22675898 9.80310851 8.88650991 5.24043264 -1.48762139 NA 2.31987801 1.97195734 NA 5.37049562 5.74133215 NA 3.21295836 12.46361620 2.21294280 -1.48762139 9.61317598 3.31986356 1.68243846 5.25398170 2.83444830 NA NA 6.60400162 4.93877978 -1.48762139 NA 3.93877508 -1.48762139 2.68243846 1.31984912 -0.48741912 NA 13.71345056 4.68243846 7.83669422 5.19901268 NA NA 6.86124203 3.51251767 5.92190519 2.68243846 7.89639053 3.26740096 2.31987801 7.07093453 4.57860064 6.64179599 -0.48741912 -1.48762139 -1.48762139 11.47034122 5.47829882 1.31984912 1.51253031 0.51247975 7.26405783 1.31984912 4.59997828 -1.48762139 7.65462099 4.26740096 2.83444830 2.83444830 4.24043646 10.79560203 8.83218590 10.02030828 NA -1.48762139 7.09330030 0.09747596 4.77930175 -0.14273556 3.37049910 4.09747596 3.57471915 -1.48762139 10.10263281 NA 3.87006875 4.76043920 12.09641911 5.48979338 1.97195734 -1.48762139 NA -0.48741912 NA 1.83442807 NA 9.50048818 NA -0.48741912 4.90483088 8.55143258 8.53349366 NA 0.5973100 0.5973100 0.5788300 1.0866000 0.0531210 -0.5548500 -0.5741500 0.0317440 0.0317440 0.0258370 0.0407770 -0.5447000 -0.5447000 -0.5742200 -0.5631400 3.6569000 -0.5156600 0.0000000 -0.6080400 0.1971000 0.5576200 0.5074500 0.5973100 0.5973100 -0.6374400 1.0866000 1.1245000 0.0147330 0.0524090 -0.5548500 -1.1603000 -1.1540000 0.0481460 0.0481460 -0.5486900 -0.5381300 -0.4755200 -0.5596500 -0.5611500 -0.5611500 -0.5611500 -0.5952500 -0.5786900 0.5797300 -0.5156600 -0.5664200 -0.5664200 0.0073864 0.0073864 -0.0238530 -0.0238530 -0.0756940 -0.6080400 0.1971000 -0.1535600 -0.561 -0.561 0.000 -0.539 -0.539 -0.539 -0.516 -0.566 0.000 0.000 0.000 -0.608 -0.608 -0.559 -0.559 0.197 0.197 0.575 0.575 0.587 0.587 -0.570 0.507 0.543 0.000 1.124 1.124 0.000 0.000 -0.574 -1.126 0.000 0.000 0.000 0.000 -0.545 -0.545 -0.562 -0.562 -0.154 -0.154 -0.561 -0.561 0.000 -0.539 -0.539 -0.539 -0.516 -0.566 0.000 0.000 0.000 -0.608 -0.608 -0.559 -0.559 0.197 0.197 0.575 0.575 0.587 0.587 -0.570 0.507 0.543 0.000 1.124 1.124 0.000 0.000 -0.574 -1.126 0.000 0.000 0.000 0.000 -0.545 -0.545 -0.562 -0.562 -0.154 -0.154 10.918453 9.110566 10.145963 7.984189 8.264058 10.272818 5.067101 8.186706 13.683690 11.677263 10.842870 10.661308 11.792994 8.765179 10.264894 14.747855 12.915859 10.604610 10.784852 7.247223 12.630644 15.272025 13.063741 6.036075 11.832327 9.819145 7.883201 12.231475 10.603288 1.097476 10.661943 11.317048 10.601633 9.572534 12.273441 11.520941 8.492653 7.988247 9.700484 3.682438 13.163117 12.2593428 7.5732094 -1.4876214 16.2167607 12.6479023 8.7146374 3.4667054 9.6514254 10.5321044 9.5737971 9.4528273 4.3951588 13.6211198 3.1563643 1.3198491 15.4282502 9.9775699 10.0965366 4.8875545 1.3198491 9.3689392 7.7485277 9.4706385 10.0133555 2.5125050 5.1707263 8.5569080 9.8595814 9.5806202 8.0594083 11.5153287 4.5999783 10.2391575 4.7604392 11.0735629 11.0051180 11.5637226 1.5125303 11.8866022 7.1087032 9.3134137 5.8788357 6.8117215 1.9719573 3.2674010 10.4425118 12.0021108 4.5348833 11.8084260 8.4225417 -0.4874191 12.7732862 13.9430587 11.2372407 11.4130031 6.8612420 10.3266955 10.7356103 3.7979157 6.8288854 3.6824385 11.0507025 13.3749030 10.8999926 9.1919936 0.5124797 10.3580037 11.4391803 11.4160190 13.0090554 9.9282554 TCGA-WE-AA9Y 37 0 NA 370 34 stage iiic t2a n3 m0 no yes 1.4 male 2013 no white not hispanic or latino 2 2 NA NA 3 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.07546417 1.07553263 0.07546417 11.76070681 3.07551552 8.81530067 3.83040746 0.66047231 3.46784027 7.93970614 NA 8.25293975 NA 5.41536996 1.07553263 5.20480196 7.17880824 7.80003402 9.06420465 1.39747442 8.05851349 9.00477833 9.02534668 9.55428954 3.66048372 2.24543481 10.99512825 9.34347711 14.66806464 11.20930440 NA 2.07553263 6.96426346 7.55125376 8.28497351 9.88045764 NA 8.80514088 2.03530719 2.66047231 NA 3.66048372 14.13486447 5.14160854 5.34230584 0.07546417 6.14160854 5.09788886 8.48703085 6.17355122 8.41536996 1.07553263 9.98090700 4.89007211 4.74794589 6.10894257 8.01215800 7.53495180 9.87884395 6.00625762 10.05351541 12.19867143 2.77595655 9.13351164 -0.92439892 10.07058052 3.24545003 1.88287777 0.66047231 4.39744703 8.13621600 0.66047231 3.77595655 1.88287777 -0.92439892 7.99438342 NA 11.35918719 5.11991223 18.39651199 6.39744875 0.07546417 17.60042514 13.64756884 2.39744703 7.16298239 9.34347711 14.58111450 13.80545933 4.98240954 5.84370502 10.24794756 5.51846275 6.45055969 NA 7.16827698 NA 5.16298339 1.66047231 0.07546417 14.48378174 3.39744703 10.91196491 NA NA 2.24543481 NA -0.92439892 1.66047231 3.83040746 6.51014859 7.84700973 7.78976576 0.66047231 4.11991223 1.66047231 3.16298339 0.07546417 2.98241866 8.07833497 10.55681487 5.71937513 0.66047231 NA -0.92439892 3.46784027 3.24545003 1.39747442 1.07553263 8.77942356 1.07553263 -0.92439892 6.57536528 0.07546417 10.46136628 NA 11.87378929 4.98240954 12.59932698 9.71847431 8.95203705 -0.92439892 NA 8.80514088 4.11991223 1.66047231 3.39744703 5.11991223 8.82706414 2.98241866 0.07546417 9.40979335 NA 4.02971790 NA 6.88930074 5.67543206 8.04012092 8.83040746 2.53495803 3.88287777 2.98241866 NA 4.16298339 4.43307295 NA 8.97940176 0.07546417 5.84370502 -0.92439892 2.66047231 8.45055928 3.07551552 3.93349710 5.85687865 2.53495803 13.17445678 10.08814451 1.07553263 2.88287777 1.39747442 1.39747442 NA 2.66047231 8.82203444 0.07546417 6.43307128 1.07553263 -0.92439892 2.66047231 4.63010837 -0.92439892 4.83040746 2.66047231 10.12604892 5.78976576 3.93349710 9.30433877 9.87884395 NA 10.85400788 NA 1.39747442 9.94434252 6.34230584 9.25044576 8.71238014 7.30913980 7.68654465 1.88287777 4.20480587 2.07553263 7.34230673 9.97185246 4.16298339 9.44511730 5.22526722 1.39747442 1.88287777 3.53494558 0.07546417 8.89888733 -0.92439892 7.27519240 3.01662112 9.25791438 8.76551784 6.72657104 9.47533197 3.07551552 7.91787030 3.39744703 0.66047231 8.32107259 7.71576504 6.10894257 3.46784027 9.24293804 4.85688114 NA 9.27641850 9.81134675 6.48491149 4.07552407 9.94125321 4.74794589 3.53494558 8.80853532 0.07546417 2.07553263 6.42424861 1.88287777 12.24199697 2.53495803 6.59122013 9.05851349 0.66047231 2.98241866 4.20480587 4.93350182 8.80853532 9.00181603 8.18926219 5.39744703 8.12808818 -0.92439892 12.42673534 3.53494558 6.24544432 9.49758482 9.75059495 7.26039551 5.36092256 8.16563262 0.07546417 11.29589834 0.07546417 5.80344146 8.81192180 4.46784027 11.66821062 NA 9.23412980 8.32818527 11.54871837 8.73551575 7.27519240 10.90968289 2.98241866 7.27027664 7.76900669 NA 4.53495180 9.96578428 5.28497305 10.60201929 NA 4.53495180 5.85687865 -0.92439892 1.39747442 NA 10.17749566 7.69390577 11.50466518 5.00625762 2.88287777 13.02443471 6.69581291 9.35976581 10.06633303 5.02971790 10.50544974 6.65294820 12.57224897 3.77595655 2.53495803 7.61467893 0.07546417 5.39744703 8.49337234 7.65672088 8.04993456 8.61396107 6.17355122 1.07553263 NA 2.98241866 3.53494558 NA 7.66048230 8.57536604 NA 3.46784027 12.62938925 3.77595655 1.66047231 7.66048230 5.92101018 2.66047231 5.70487750 5.85687865 1.07553263 1.66047231 7.31009832 10.74971225 NA -0.92439892 4.83040746 0.07546417 3.32344213 NA -0.92439892 5.07551980 13.34032910 7.00625762 7.95510353 10.55327832 1.39747442 NA 7.14698202 6.06420384 7.57934611 5.14160854 8.44476851 -0.92439892 6.00625762 9.71305051 7.63010910 7.87965125 0.07546417 NA 3.66048372 1.66047231 5.70487750 4.02971790 4.50178306 1.07553263 9.67914631 2.53495803 6.56737356 1.07553263 11.45895431 6.89569887 5.70487750 4.85688114 5.22526722 7.27519240 10.59368141 10.80429085 4.88287288 -0.92439892 -0.40851206 4.20480587 7.42424777 5.32950755 6.69022990 7.32818572 5.91610876 1.88287777 9.51223163 NA 4.43307295 5.09788886 11.57536590 7.93970614 2.66047231 0.66047231 0.07546417 0.07546417 -0.92439892 3.07551552 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7.51846354 9.15233555 10.58083534 9.87722830 8.59507767 11.36294383 7.30913980 9.92414295 5.18404617 10.42092530 11.26503574 9.75059495 6.34230584 9.72657172 9.78718691 11.80237677 7.28009148 8.01803434 4.59907971 6.04130432 10.17749566 11.50466518 8.16563262 10.70031547 6.48491149 NA 12.70840165 13.71536942 10.37071497 9.99214598 7.14698202 10.36092223 11.20061053 6.40643633 0.66047231 0.07546417 10.40755659 10.06563101 8.53495180 7.79319621 2.88287777 9.10204341 10.14899217 10.31392479 12.73172138 10.54617891 TCGA-WE-AAA0 47 0 NA 1229 311 stage ia t1a n0 m0 no yes 0.8 male 2011 yes white not hispanic or latino 2 2 NA NA 2 4 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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9.82800570 1.79347976 7.00293538 8.86494413 9.16242482 9.88465271 -1.52824026 5.84659360 11.86641827 10.00293509 15.80079821 11.40210627 NA -1.52824026 6.34807127 7.42865580 9.63331550 9.00390970 NA 8.40819173 -1.52824026 1.47155167 NA 1.05651417 11.67673602 0.05658353 4.73834091 -1.52824026 3.05651417 -0.52844833 7.12260543 4.35419824 8.73482307 -1.52824026 8.80247048 4.54408967 0.79352138 1.47155167 7.71710609 6.84224096 10.90930576 5.36637118 8.69676101 11.71844272 11.65223990 6.09360454 NA 3.79347976 5.25291516 1.79634856 NA 3.37844226 8.94627351 -1.52824026 2.79347976 -0.52844833 NA 2.27890659 NA 12.01422287 3.68101066 12.62241162 1.93100220 2.55902675 11.85593276 12.76099628 3.68101066 5.49392268 8.74534928 8.98132867 12.31763169 8.78103015 5.29173247 10.97934838 6.09360454 2.55902675 -0.52844833 6.40819215 NA 2.93098328 -1.52824026 NA 15.27000816 3.11541618 9.64959606 -1.52824026 NA 1.79347976 NA 0.47155167 -1.52824026 -0.52844833 3.71947918 7.74301671 6.04898158 -1.52824026 3.05651417 1.05651417 NA 0.79352138 1.27893631 9.21554659 12.01880975 3.93098328 0.47155167 0.79352138 NA 1.79347976 3.64147667 -0.52844833 1.27893631 -1.52824026 0.05658353 0.05658353 4.19947605 NA 2.93098328 NA 11.90318190 3.55901451 12.72473640 8.44453332 8.93098535 -1.52824026 NA 3.71947918 1.05651417 0.05658353 3.05651417 0.79352138 8.63771674 1.05651417 0.05658353 8.69072228 -0.52844833 7.07146665 NA 3.37844226 3.37844226 6.31773278 8.26434407 3.96340939 -0.52844833 2.05651417 6.19265381 NA 1.93100220 NA 1.27893631 NA 2.93098328 -0.52844833 NA 6.97139985 2.99512267 1.93100220 5.68100784 -0.52844833 12.81889824 10.25127303 -0.52844833 2.47155167 1.27893631 NA -1.52824026 0.05658353 6.27890845 1.64149979 5.62130172 NA NA 1.47155167 -0.52844833 0.05658353 4.62130172 NA 10.42829285 4.71947918 NA 8.10454896 10.39784969 1.64149979 11.02782025 -1.52824026 -1.52824026 9.30127646 6.72894087 8.79460854 8.14821624 7.10454844 4.19947605 NA -1.52824026 -0.52844833 4.77533505 9.33728694 3.86386909 7.15805421 4.96340476 4.93098328 -0.52844833 0.05658353 2.05651417 3.96340939 NA 1.47155167 0.05658353 9.52886859 7.79798310 5.69072158 10.86306584 0.47155167 4.77533505 1.05651417 -0.52844833 6.18579917 6.83349734 4.35419824 NA 7.94119554 3.05651417 11.43823941 8.89991395 10.50463598 8.02230067 -1.52824026 9.65084083 2.93098328 -0.52844833 7.48278134 3.51595209 5.48278053 NA 0.79352138 7.50772726 0.05658353 2.55902675 7.72894155 0.79352138 5.41406786 NA 2.86387900 8.70277492 8.24798683 6.83349734 1.05651417 8.16852120 2.93098328 10.56431081 1.05651417 3.42575469 7.32017686 11.13333182 NA 0.79352138 1.47155167 NA 10.60501700 NA 9.37994624 2.05651417 0.05658353 11.21911732 0.05658353 7.01458516 7.89361825 5.54836880 3.11541618 3.11541618 7.31770203 -1.52824026 -1.52824026 3.75695922 NA 6.57484174 11.30266297 4.70037313 10.61716751 1.64149979 -0.52844833 0.05658353 NA 0.79352138 -1.52824026 11.12998835 4.35419824 11.19008658 5.54836880 2.79347976 12.31723976 5.78143840 7.90618170 10.37015512 4.44883489 2.05651417 6.67612493 9.28453310 1.05651417 0.79352138 7.63897162 2.64147667 1.64149979 6.49946005 3.51595209 8.69916952 10.50153797 6.38444359 -0.52844833 NA 0.47155167 -1.52824026 -1.52824026 4.88094505 6.48836236 NA -1.52824026 11.63803065 0.05658353 1.47155167 8.06214060 5.86387157 3.17199138 5.93098565 3.68101066 -1.52824026 0.47155167 7.06591584 8.28533471 -0.52844833 NA 3.68101066 -1.52824026 1.64149979 0.47155167 NA 3.27890659 13.66203431 7.38743320 7.89572007 6.65146219 -1.52824026 NA 7.07517962 2.27890659 7.15454878 5.44883489 8.31674584 NA NA 8.29013592 4.97934859 5.76617374 NA -1.52824026 0.05658353 4.02614494 5.58007914 2.93098328 4.05651417 0.05658353 7.38743320 4.64147667 2.37845613 1.05651417 7.42865580 5.12976521 4.19947605 4.14398109 3.32953984 7.55901680 9.43372668 7.92276456 6.63142446 NA -1.02268344 4.64147667 6.40229071 -0.52844833 2.86387900 5.50497626 7.35211672 8.25782341 9.99854192 NA NA 2.55902675 11.43408826 6.37242109 0.05658353 NA -1.52824026 NA NA 4.17199138 NA 8.64772679 -1.52824026 2.37845613 3.60084063 7.45454689 7.19947408 NA 0.36884000 0.36884000 0.83153000 -0.00432100 0.00260750 0.00330170 -0.01508200 0.56166000 -0.00390600 0.00381350 0.00316280 0.00491840 0.55723000 0.00288520 -0.00473590 -0.00473590 0.00344050 -0.00722380 1.06140000 -0.03343300 0.00246870 -0.02057700 -0.12670000 0.36884000 -0.64125000 -0.00432100 -0.00432100 0.00260750 0.00220880 0.00330170 0.00330170 -0.01508200 -0.00984650 -0.00058258 -0.59138000 -0.08886200 -0.02362100 -0.00556560 -0.00556560 -0.00556560 -0.00556560 0.00288520 -0.58816000 -0.00473590 0.00344050 -0.00349080 -0.00349080 -0.00722380 -0.00722380 0.00038778 0.00038778 -0.03084100 -0.59635000 -0.03343300 0.01318500 0.000 0.000 0.000 -0.588 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.369 0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.588 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.564 0.000 0.000 0.000 0.000 0.000 0.369 0.369 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.590 0.000 0.000 0.000 0.000 0.000 10.329923 10.720074 9.547701 7.246341 6.348071 11.794468 7.797983 8.823597 12.825118 11.718443 11.514923 9.826905 10.780462 9.140439 12.146187 14.352524 14.378796 9.488362 11.027820 1.793480 13.005188 9.700973 13.403676 4.304445 10.495308 12.687769 10.914238 11.908916 10.487317 2.056514 11.997075 11.892567 10.139552 9.261902 12.317240 11.686782 9.129765 9.261902 9.345767 4.171991 13.880845 12.40478330 7.49392188 1.79347976 17.20854896 11.73907195 8.62383870 6.71948055 7.74534962 11.79291813 8.70529336 0.05658353 6.06400978 14.47025430 11.65223990 2.27890659 15.27000816 9.88041417 9.78273437 5.08626151 1.47155167 10.14220996 6.72894087 8.44583924 8.59954803 2.27890659 6.14397905 8.05839335 9.96690915 9.63834450 9.03739842 11.92108928 7.10454844 9.54234551 5.17199539 10.36523443 11.76214859 11.13333182 4.02614494 9.90670303 8.78216641 9.20202388 8.48696893 6.73364854 2.47155167 3.99511362 11.12998835 11.19008658 1.27893631 10.99772766 7.63927269 NA 12.41681462 14.52314503 10.09543513 11.23911749 7.07517962 10.60276761 10.91837856 8.28051793 2.27166471 4.17199138 9.96990436 12.95123482 10.15980399 9.54502585 -0.52844833 8.92482438 10.56298905 10.30008688 12.53545432 9.78216641 TCGA-WE-AAA3 84 0 NA 651 256 stage iiic t4b n2b m0 yes yes 7 female 2013 no white not hispanic or latino 1 3 NA NA 1 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -1.1193537 0.4656088 NA 11.5524409 1.2026371 7.9760755 4.5245339 NA 1.4656611 3.8348730 NA 4.1660807 3.7875683 4.0901336 -0.1193537 1.4656611 -1.1193537 8.2921896 9.3644945 1.2026371 7.5495637 9.1637671 8.7214567 8.7277360 -1.1193537 4.3401136 10.5477903 8.4217754 16.2003155 10.8729089 NA -0.1193537 6.6880335 8.2643830 9.6896428 9.6587558 -1.1193537 7.7935682 0.4656088 2.5811102 NA 2.6880237 12.7092119 6.0998464 10.0692676 NA 3.7875683 -0.1193537 7.3765335 5.5811192 7.6119978 NA 9.5706766 3.7431272 2.4656350 3.8806757 8.7324276 8.5513349 10.5231817 6.5601586 7.0901325 11.8471841 8.3132205 7.7815453 -1.1193537 2.6880237 2.2026058 2.2026058 NA 2.8806855 6.4880088 NA 4.7386598 -0.1193537 -1.1193537 5.0304244 -0.1193537 8.7770110 5.4198389 15.9235564 5.3069439 2.8806855 14.9782582 12.8935651 -0.1193537 4.4656415 9.3953928 12.2523192 11.2756772 3.2026058 4.3725343 9.3543845 6.0705031 3.6880349 -1.1193537 6.4581080 NA 1.4656611 0.4656088 NA 13.6556474 NA 10.2398792 NA -1.1193537 2.3401065 NA 0.8806463 NA 2.2026058 7.0852494 7.0705031 7.2470009 NA 2.9681461 1.4656611 NA 0.4656088 4.2026058 8.0828026 12.5301594 3.4042356 0.8806463 -0.1193537 0.4656088 -1.1193537 0.8806463 NA 5.2729974 -0.1193537 -0.1193537 NA 4.5811162 NA 10.7487180 -1.1193537 12.3387007 5.7754957 13.0290758 6.7571953 8.6747533 -0.1193537 0.4656088 7.1568031 NA 0.8806463 -0.1193537 1.6880460 7.8406804 -0.1193537 -1.1193537 8.3173905 NA 1.6880460 NA 1.6880460 4.6880349 8.8167130 9.6872283 3.1286069 0.8806463 NA 8.1309772 1.2026371 4.1660807 0.4656088 2.9681461 -1.1193537 2.7875787 NA 2.0506062 8.3624782 4.7633213 5.4042390 2.2026058 -0.1193537 13.0755125 10.2713851 NA 3.4656350 2.9681461 0.4656088 NA 1.8806855 7.8464632 -1.1193537 7.3153072 -1.1193537 NA 3.0506062 -1.1193537 NA 1.2026371 4.5811162 8.4256431 4.6880349 0.4656088 7.0605879 10.6047661 0.4656088 11.8222766 NA -0.1193537 10.1034736 3.6880349 9.3058946 8.0807435 5.9681415 6.0405506 -0.1193537 2.8806855 0.4656088 5.7135694 9.0803509 2.2026058 9.5539877 3.4042356 0.4656088 0.8806463 -1.1193537 -0.1193537 6.2643825 NA 6.6017782 1.0344975 8.5063877 8.9440736 6.0405506 5.8114171 -0.1193537 8.9440736 0.4656088 -0.1193537 5.7995407 5.2900705 1.4656611 2.2026058 9.6389020 3.8348730 11.2076699 8.0828026 9.4881384 9.0791237 1.4656611 9.9325673 1.6880460 1.4656611 9.4457807 0.4656088 1.6880460 NA NA 11.0035067 0.4656088 2.5811102 9.4805915 -1.1193537 4.4953882 2.0506062 3.4042356 8.5949243 9.7425410 4.5811162 -0.1193537 6.9413751 -0.1193537 11.0913500 2.8806855 2.8806855 9.2437183 10.0086730 2.4656350 2.3401065 5.1286069 0.4656088 11.3006388 NA 4.8579611 0.8806463 2.5811102 11.9406990 NA 7.8377806 5.2729974 3.4042356 5.9574944 6.3564115 9.0408905 3.2729936 -1.1193537 4.9681415 NA 5.1660807 13.2943727 3.9250690 10.4495848 -1.1193537 3.4656350 1.6880460 NA -0.1193537 NA 7.9918143 4.8806806 11.1847448 5.4198389 1.6880460 12.7879449 8.7421689 7.1094974 9.8040061 4.4953882 4.3401136 4.3401136 8.4898576 3.3401065 2.4656350 7.9413746 1.6880460 3.5811222 8.4656411 3.8806757 7.1890180 9.6239647 7.1238524 NA NA 1.4656611 -1.1193537 -1.1193537 4.3725343 5.6880349 -0.1193537 4.9250737 13.1756583 -0.1193537 -0.1193537 10.2953640 6.9467683 2.4656350 4.0901336 5.0304244 NA NA 7.8347295 11.3584370 -0.1193537 -1.1193537 3.7875683 -0.1193537 4.6085964 NA NA NA 13.7599748 6.7510432 7.3153072 8.1844593 NA -1.1193537 6.7571953 3.2026058 7.6051928 4.4042424 8.9591763 NA 2.4656350 8.6750947 6.3644936 3.9681461 NA NA -1.1193537 2.3401065 6.4042407 1.6880460 4.6355687 1.6880460 9.3634867 3.5811222 4.1660807 1.2026371 9.3614688 6.4352669 4.9681415 4.2382289 3.7386598 4.2026058 10.2568040 10.1498054 3.4656350 -1.1193537 NA 2.0506062 7.3963787 1.4704588 4.8806806 6.0405506 5.9857486 NA 9.3184307 NA 0.4656088 -0.1193537 11.9506319 6.9250725 1.2026371 NA NA NA NA 4.4953882 NA 8.6221456 NA 3.4042356 2.4656350 9.3715295 7.2026068 -0.1193537 0.38659000 0.38659000 0.39065000 0.36608000 0.00013863 -0.02044000 -0.07133800 1.02280000 -0.39875000 0.36559000 0.36296000 1.07080000 1.06780000 -0.41493000 -0.01986300 -0.01986300 0.36707000 -0.02994500 0.30186000 0.25668000 0.67011000 0.97830000 -0.40120000 -0.40120000 0.00000000 0.35495000 0.36608000 0.00013863 -0.38627000 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11.822277 7.968141 12.729595 10.503646 13.196111 5.811417 12.194979 13.003345 10.323622 12.260057 11.181031 3.581122 11.805120 10.726169 8.901659 9.907894 12.787945 12.109648 9.138066 8.104681 11.009317 NA 13.055994 12.5497852 9.6496900 5.7633213 15.5684639 12.0138209 7.4880088 6.4198372 9.2026068 10.2703100 8.3882554 7.4618797 5.2382289 15.6912880 8.3132205 5.0304244 13.6556474 9.0692674 10.7135687 7.3360057 0.8806463 9.5897626 6.7008572 7.9807628 9.2282999 9.2014792 6.4805915 8.9521410 10.1503898 9.2751414 8.8392315 10.8279503 5.9681415 8.8608182 6.4880088 10.5321789 11.4132781 10.0086730 4.0901336 11.0714293 8.4429211 11.3027434 6.6815786 8.1070910 4.0901336 3.2729936 7.9918143 11.1847448 5.0506018 11.0313780 7.1798872 NA 12.7546034 13.2446081 10.5583983 9.6179260 6.7571953 10.4926256 10.1608695 2.0506062 4.4656415 NA 8.9030464 12.4818714 9.0342308 7.8693631 1.2026371 9.3564121 10.4642317 9.9574943 12.5010131 9.5371036 TCGA-WE-AAA4 56 0 NA 760 94 stage iiic tx n3 m0 NA yes NA female 2012 no white not hispanic or latino 2 2 NA NA 1 4 2 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.3139424 -0.8559536 9.4397792 0.7290089 9.6985991 8.2394071 NA NA 8.1411896 NA 5.2314747 1.9513640 2.4659484 NA 4.5015602 2.8444459 9.7214391 6.4749276 0.7290089 6.2420422 7.6909045 10.3972669 8.6075345 NA -0.8559536 10.6616797 9.3800244 17.4058619 9.4397792 NA NA 6.1992935 8.2784364 7.0205278 11.3396901 1.1439811 7.8821025 NA 5.0266540 NA 0.1440464 10.9953690 NA 3.3139424 -0.8559536 0.7290089 NA 5.6034424 6.0019913 8.8252488 NA 9.7797284 2.8499792 2.3139424 0.1440464 10.4871960 9.5660750 9.3350696 8.2681316 9.3276456 12.2151374 9.5070499 7.7476365 NA -0.8559536 1.7289653 2.4659484 -0.8559536 1.7289653 7.7402004 3.0509021 8.2047061 NA NA NA NA 9.1040121 0.7290089 17.2838914 NA 1.1439811 15.5835653 13.0503372 -0.8559536 4.1440137 1.4659222 13.9382231 12.0151455 8.3038816 5.7289735 8.4591599 5.7733661 NA -0.8559536 6.6985991 NA 2.9513640 NA NA 13.0672449 1.9513640 10.6498218 NA NA 0.1440464 NA NA NA 0.1440464 5.3919395 8.4409265 5.8582546 NA 2.3139424 1.4659222 NA NA 2.6034305 7.8888443 11.3907509 1.9513640 2.3139424 NA -0.8559536 NA 0.1440464 0.7290089 5.1884049 -0.8559536 0.7290089 NA 5.4477908 NA 2.1440137 NA 10.3363031 3.0509021 12.1727797 7.4201346 9.2274896 2.3139424 -0.8559536 8.4787530 NA NA 0.7290089 1.1439811 7.4386314 1.9513640 -0.8559536 8.8702285 -0.8559536 0.1440464 NA -0.8559536 2.8444459 5.3219281 8.0688229 3.2314785 NA -0.8559536 5.6358646 NA 1.1439811 NA 8.3919378 NA 0.7290089 NA NA 9.1141161 2.4659484 4.1440137 0.1440464 0.1440464 14.5842306 8.4704397 NA 1.9513640 3.7878712 0.7290089 NA 2.4659484 6.6358632 NA 9.8922031 -0.8559536 NA 1.1439811 NA NA NA 1.7289653 10.5618628 6.5786384 0.1440464 4.9253681 11.1362405 0.1440464 8.6577379 NA 3.1440137 13.5200678 4.1884009 11.0828548 8.8550921 7.2525349 6.2732939 NA NA NA 7.2629517 4.1884009 -0.8559536 8.6851069 3.9513640 0.1440464 NA NA NA 9.0923777 NA 2.4659484 3.8838554 7.8444503 8.8871618 7.9220872 4.3534644 2.4659484 4.9513640 1.1439811 -0.8559536 5.2525330 5.2525330 0.1440464 NA 10.6273223 1.9513640 9.4374820 6.9513652 9.8431837 9.2446726 NA 9.5639705 0.1440464 NA 9.7223830 NA -0.8559536 NA NA 11.1050982 NA 4.7289708 11.5322967 -0.8559536 4.6034424 NA 1.1439811 7.3436823 11.4116748 5.2732921 NA 6.3824148 NA 9.6288332 1.7289653 2.6034305 8.9593937 9.3436827 -0.8559536 0.1440464 1.4659222 2.8444459 11.1863537 NA 6.6034424 NA 2.1440137 11.6156855 NA 6.7513405 5.7439242 3.6034424 3.9513640 2.6034305 7.6243963 NA NA 5.4838609 NA 2.8444459 8.6870421 4.6986019 9.9154998 NA -0.8559536 -0.8559536 -0.8559536 0.7290089 NA 8.6013912 4.2732921 9.8719308 5.7878660 NA 12.5092392 7.5901012 7.3038812 8.5618630 0.1440464 4.6034424 2.9513640 8.5702751 2.4659484 1.1439811 8.2784364 2.1440137 0.1440464 7.6714873 10.3232974 7.3038812 9.7603386 6.8787204 NA NA -0.8559536 NA NA 5.0266540 6.4294118 NA 1.9513640 14.6903622 0.1440464 0.7290089 9.8727812 9.6577379 0.7290089 2.1440137 3.2314785 0.7290089 -0.8559536 6.9796813 7.9220872 NA NA 4.0982090 NA 1.1439811 0.7290089 -0.8559536 NA 14.5591909 8.2681316 6.6909045 8.0143748 NA NA 6.2629517 1.7289653 7.1212900 5.9895001 8.4529409 NA NA 10.1054601 5.3728302 5.1212890 NA NA NA 1.1439811 6.3239194 1.1439811 4.8989000 NA 9.7577998 4.8164359 1.4659222 1.1439811 9.9278270 5.0747495 4.0509021 3.8988952 6.4749276 8.0448771 10.4771657 11.1887459 2.1440137 NA -0.8559536 4.6675743 7.6358632 NA 4.3139351 2.9513640 6.3791635 -0.8559536 10.2301466 NA 1.1439811 1.7289653 11.1054600 6.6518051 1.9513640 1.1439811 NA NA NA 7.5363280 NA 7.7587202 NA 0.1440464 NA 4.4294151 5.5190512 NA -0.0020784 0.3770300 0.5182100 -0.1478500 0.0372170 -0.3210000 -0.3210000 0.2051900 -0.1597500 0.0882580 0.0882580 -0.0642400 -0.0670420 -0.1187400 0.0118900 0.0118900 0.0331270 -0.0030475 0.0000000 -0.0299480 0.0247170 0.0137720 -0.0217840 -0.0020784 0.0119580 -0.1478500 -0.1478500 0.0372170 0.0372170 -0.3210000 -0.3210000 -0.3210000 -0.1597500 -0.1694200 -0.0642400 -0.3352600 -0.3420000 -0.3401000 -0.3401000 -0.3401000 -0.3398700 -0.1187400 -0.1187400 0.0118900 0.0331270 0.0300290 0.0183830 -0.0030475 -0.0030475 0.0059700 0.0059700 0.0059700 0.0000000 -0.0299480 -0.0436020 -0.340 -0.340 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.377 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 -0.321 -0.321 0.045 -0.160 0.000 0.000 0.000 0.000 -0.342 -0.342 0.000 0.000 -0.340 -0.340 -0.119 -0.119 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.377 0.000 0.000 0.000 0.000 0.000 0.000 -0.148 -0.148 0.000 0.000 -0.321 -0.321 0.045 -0.160 0.000 0.000 0.000 0.000 -0.342 -0.342 0.000 0.000 10.6552688 10.2459859 10.6606952 6.2937567 6.1992935 11.4113822 8.9449103 9.0613823 12.6940187 12.2151374 10.6278260 10.4037535 10.5791597 9.5692262 10.8396736 14.5097176 13.0264623 11.6111063 8.6577379 4.0019913 12.5605440 10.2739372 11.3842054 7.9737329 9.0865248 11.4852511 9.9824264 11.8305108 10.0074223 0.1440464 12.3228307 11.3335260 7.6597098 9.1524390 12.5092392 9.8522320 9.0568997 9.0598898 6.2937567 -0.8559536 14.1866957 13.6730748 10.7819936 2.3139424 15.7019222 11.8062336 7.4883061 7.4477908 8.0952952 11.4858071 7.9570219 5.5363265 7.2732930 18.1414407 9.5070499 NA 13.0672449 9.8599723 9.1884044 4.9513640 NA 8.5660750 7.6831694 8.7957975 7.5059544 2.1440137 4.0019913 13.3552902 8.6378656 7.6156855 8.0592028 11.2334608 7.2525349 9.5765522 4.4294151 11.6363642 10.9561876 9.3436827 1.7289653 8.8972271 6.3534644 11.4955017 6.8093463 8.2603541 1.9513640 0.7290089 8.6013912 9.8719308 3.5363265 10.6651199 8.0539036 NA 12.1639485 11.9255749 8.5384730 10.5336416 6.2629517 10.9481413 10.3806225 4.9253681 -0.8559536 -0.8559536 10.0945662 12.8665927 8.3089174 6.8651097 2.3139424 7.8305108 10.3151870 9.2060564 12.8332439 7.5448895 TCGA-XV-AB01 54 0 NA 403 0 stage ii t3 nx m0 NA yes NA female 2013 no white not hispanic or latino NA NA NA NA NA NA 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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-YD-A89C 43 0 NA 210 202 stage ia t1a nx m0 no yes 1 female 2013 no white not hispanic or latino 1 3 NA NA 3 3 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 0.3789555 3.7481821 NA 1.9639180 -1.2058961 9.1819992 6.1515341 NA -1.2058961 0.3789555 NA 6.0607694 0.7940207 9.0840007 NA 3.1159155 0.3789555 4.6766228 8.9825710 2.1158989 6.6205307 9.5908327 10.1504340 9.5278447 NA -0.2060625 11.6624188 8.9090257 12.6919220 11.5501213 NA NA 7.1515341 3.0419088 8.3136182 7.0931904 NA 9.2676877 NA 4.4944220 -1.2058961 1.9639180 6.6013370 NA 7.8998904 NA 2.7008836 NA 4.8600689 0.3789555 8.3581316 -1.2058961 10.4708206 5.0277954 1.9639180 2.7008836 5.0607694 5.6013370 8.5303841 5.0034358 6.7481781 12.8749660 3.0419088 8.3485710 NA -1.2058961 NA 1.7939791 2.8814493 4.4944220 5.2033735 -1.2058961 1.9639180 0.3789555 NA 9.9135716 NA 9.3761239 6.2938284 13.1054465 3.0419088 12.1482314 12.5719564 13.1750517 -1.2058961 2.7008836 9.2254796 8.7113541 10.1690214 8.8205054 6.9838065 10.7087409 8.2798111 NA NA 5.3638369 NA -1.2058961 2.8814493 -1.2058961 14.9736345 -1.2058961 10.7510841 0.3789555 -0.2060625 1.1158989 0.3789555 NA NA 1.3789555 4.1515341 4.7712623 7.0886028 -0.1494406 0.3789555 -0.2060625 -1.2058961 -1.2058961 4.6268713 9.2244347 12.6090650 0.3789555 -0.2060625 -0.2060625 NA -1.2058961 -1.2058961 NA 1.1158989 -1.2058961 -1.2058961 NA 2.2534145 NA 9.9738601 NA 10.7113541 7.1690210 13.8436604 4.1515341 8.4752203 1.9639180 0.7940207 2.1158989 NA 1.3789555 4.4664053 0.3789555 10.5679453 1.6013162 -0.2060625 8.5219023 NA NA NA 0.7940207 3.8814493 3.3162906 8.7394259 1.7939791 0.7940207 -1.2058961 3.8383770 NA 2.1158989 NA 5.6887986 -0.2060625 6.8218875 1.1158989 NA 5.5621661 1.7939791 3.4944156 4.3485724 NA 12.4970204 10.8260277 5.5354496 2.7939791 -1.2058961 0.7940207 NA NA 5.9335325 NA 3.5488681 NA NA -0.2060625 -0.2060625 0.3789555 1.3789555 2.4944156 9.3911035 2.2534145 -0.2060625 7.4306064 10.4128263 -1.2058961 13.7925284 -1.2058961 NA 7.5354488 1.3789555 6.0607694 11.8404308 2.6013400 1.1158989 NA 1.1158989 NA 4.4944220 6.5354496 -0.2060625 7.3253630 2.8814493 NA -1.2058961 NA NA 7.1905872 -0.2060625 7.3485706 2.1158989 9.3136182 8.5253012 3.2534145 3.3175501 2.1158989 10.1113946 -1.2058961 0.7940207 2.1158989 4.9838054 0.3789555 NA 8.3175438 1.3789555 8.5236027 3.4944156 9.7764480 4.1863025 NA 10.2023117 -0.2060625 NA 6.4874687 5.1690230 -1.2058961 NA NA 11.7556125 1.6013162 3.8814493 6.8546777 0.7940207 1.6013162 NA -1.2058961 8.7812459 5.9538542 8.0131507 4.7008725 7.9258392 -1.2058961 10.3027672 3.6519587 0.3789555 7.5786165 10.9312934 NA 4.5753426 5.7128461 1.7939791 10.7974999 NA 7.6173492 5.2534145 0.7940207 11.4848530 NA 1.1158989 2.4944156 8.1382779 0.3789555 5.1862985 7.0378226 NA 4.3175429 3.6013400 NA 10.4237939 5.1515341 4.9639087 10.2028424 NA -1.2058961 2.1158989 NA 3.8383770 NA 9.7173095 -1.2058961 10.6005316 1.9639180 NA 13.1726833 7.4251227 6.1948612 10.3336255 -0.2060625 7.0886028 5.7712623 5.9738913 2.7008836 -0.2060625 8.4539780 -0.2060625 NA 2.2534145 6.0034358 4.1863025 5.5596478 4.9232633 NA NA -0.2060625 NA NA 1.1158989 -1.2058961 NA 1.1158989 11.3062286 NA NA 5.8163488 2.3789555 -1.2058961 2.9638995 0.3789555 2.2534145 NA 5.4779590 11.0164751 0.3789555 NA 3.0419088 1.3789555 3.2534145 NA NA NA 13.9982092 2.3789555 -1.2058961 5.0034358 NA NA 6.7187945 3.7008725 5.3638369 6.1427095 8.8908026 0.3789555 -1.2058961 7.7568778 5.5354496 2.1158989 NA NA NA 6.5488697 3.1862945 0.3789555 -0.2060625 NA 8.7525349 NA NA -1.2058961 6.5753411 1.1158989 -0.2060625 3.7481821 2.7008836 10.6177473 9.3704664 11.1085652 -0.2060625 2.3789555 -1.2058961 -1.2058961 7.8465504 5.8236551 -0.2060625 6.3638369 6.8607170 NA 9.9563733 -1.2058961 NA 2.2534145 11.0528424 6.3864385 NA NA NA NA 1.1158989 2.4944156 NA 9.1679347 NA NA 0.7940207 8.1226567 7.3938949 4.4664053 -0.00083160 0.74956000 0.74556000 0.00000000 0.00069327 -0.01915800 -0.00747200 2.30230000 -0.00304750 0.77003000 0.77003000 -0.01236500 -0.01236500 -0.00512270 0.01028500 0.01028500 0.76696000 2.24160000 0.01726400 -0.00609040 -0.00954260 0.77003000 -0.00083160 -0.00083160 0.71058000 0.00000000 0.00000000 0.00124810 0.00263570 -0.01915800 -0.00747200 -0.00747200 -0.00304750 -0.00304750 -0.01037000 -0.00038895 0.00124810 -0.00249380 -0.00249380 -0.00249380 -0.00249380 -0.00512270 -0.00512270 -0.00705760 0.75778000 0.00444110 -0.03846700 0.00471900 0.00958830 -0.00387790 -0.00387790 -0.00387790 0.00076680 -0.00609040 0.18041000 0.000 0.000 0.000 0.000 0.000 0.000 0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.823 -0.823 0.000 0.000 -0.808 0.770 0.690 0.690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.180 0.180 0.000 0.000 0.000 0.000 0.000 0.000 0.767 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.823 -0.823 0.000 0.000 -0.808 0.770 0.690 0.690 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.770 0.770 0.000 0.000 0.000 0.000 0.180 0.180 10.376124 9.268702 10.833244 10.616951 7.151534 10.424249 2.253414 8.781246 13.415308 12.874966 11.106014 11.686145 11.138555 11.089751 10.770546 14.962106 13.496317 14.301653 13.792528 10.761929 13.537239 10.066028 12.113936 2.601340 12.617150 11.094049 12.396797 12.335079 10.829125 -1.205896 7.277798 9.440541 9.944999 9.989354 13.172683 11.910488 9.360987 9.644169 9.089751 6.978857 13.018813 12.4764280 5.0977625 NA 14.2874291 11.2062872 8.0058457 2.4944156 10.4427890 11.4029298 10.0676960 4.2858387 2.4944156 11.4965876 3.0419088 9.9135716 14.9736345 8.3600359 10.3437667 5.0977625 2.7008836 10.0519532 5.9335325 9.2595891 8.8946444 3.9232633 5.7826654 7.8840942 9.2757814 9.6865249 8.6658873 10.3994615 2.6013400 9.6316100 5.2858350 10.0654451 11.0840009 10.9312934 3.0419088 10.8854174 8.1266451 10.7258275 2.8814493 7.2160464 1.1158989 6.0793845 9.7173095 10.6005316 0.3789555 11.2947542 7.4486177 NA 14.1694627 15.7197103 10.6488504 9.4602060 6.7187945 10.0857283 12.2527731 -1.2058961 NA 6.9788569 9.1668470 10.8638480 9.9494328 8.3994617 NA 9.3657347 11.5191352 10.1526332 14.2872433 9.5588536 TCGA-YD-A9TA 75 0 NA 1496 926 NA NA NA NA NA yes 1.5 male 2010 no white not hispanic or latino 3 2 NA NA 3 3 2 2 2 3 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.75296263 1.75296263 0.01606837 -1.56875147 5.65986178 9.41830655 1.23842003 -0.56896547 1.01599703 9.16490517 0.75300543 5.62086788 NA 9.72910509 NA 4.75296798 7.14528820 7.45063309 9.84678429 7.21894484 10.04483192 9.85783143 9.39682673 9.62086697 9.64110505 8.13494580 11.20232558 10.37392352 15.06507356 11.61250538 NA 9.25600129 7.28902383 7.42822197 8.15726052 9.25281655 -1.56875147 9.64960576 2.23838945 2.23838945 -1.56875147 7.22545811 12.33370023 2.43103453 6.22545811 3.01599703 4.98563249 4.01600595 10.90398711 6.58586090 9.86775410 2.33793939 10.17124486 4.54582632 3.23840474 2.75296263 8.53564125 8.56032557 10.92989172 8.17587635 7.26393205 11.30563970 2.95460579 11.21076186 6.13840083 0.01606837 2.43103453 4.56032366 9.19591399 8.11403692 7.21567763 0.01606837 7.61591796 0.43103453 -1.56875147 9.29135353 2.43103453 11.81865599 2.51850996 15.70513849 4.38523774 11.44314320 15.91123312 14.19713135 6.18592996 7.15555597 10.71413087 13.87314331 12.71882699 8.70949192 5.84889581 10.51717873 6.91082259 5.95460347 -0.56896547 6.98178874 -1.56875147 4.04574874 7.64778866 -1.56875147 13.12315284 10.15768635 9.59657759 3.18592996 5.44227008 1.23842003 1.60098331 6.78859436 -0.56896547 3.98562794 4.73482341 7.58332727 8.57824738 6.56546923 8.81366641 3.64049368 0.75300543 -1.56875147 4.23839710 9.15981333 12.12703195 4.80608170 2.01599703 3.28902291 -1.56875147 3.71644224 4.51850367 2.13149071 4.85730924 4.18592996 2.75296263 NA 6.76195938 NA 7.75726999 1.01599703 11.98190947 7.90271758 12.27221368 8.92289565 8.02162963 2.51850996 0.75300543 9.41546102 3.51850996 8.97986444 5.00089690 3.28902291 9.92339642 4.71644224 1.01599703 8.27653249 -1.56875147 NA 4.25198413 6.43666657 7.89660911 1.43103453 10.66076260 3.38523774 -0.56896547 -1.56875147 5.72566210 7.34692144 5.64049657 NA 3.60097142 0.01606837 8.77755615 3.07489928 -1.56875147 8.22708208 3.47543514 5.58079069 6.35585496 NA 12.91410245 9.83565190 4.13148248 3.13147425 3.56032366 0.75300543 4.87398541 3.51850996 8.38378377 0.43103453 7.95264283 -1.56875147 NA 3.71644224 5.72566210 1.60098331 6.50250405 1.23842003 9.63805682 6.84467062 2.51850996 8.72910509 10.63714107 2.23838945 12.36896798 0.75300543 1.01599703 10.21935296 7.30448640 8.65504408 11.08849715 7.05309395 8.00847120 4.62086788 4.40832465 2.67897331 6.92689726 7.12452976 8.39393868 9.04114467 3.38523774 4.28902291 1.05866284 5.88225420 5.25122296 8.63927667 3.95460579 9.47543655 2.47368302 10.57601934 8.96631798 7.31673860 8.07489875 3.01599703 10.25917902 5.53956829 2.67897331 12.52989704 6.77533900 8.25600106 4.28902291 9.24962477 9.04022122 9.38378377 9.13494606 10.61819965 5.65986178 10.70745775 10.51185996 6.59091335 3.56032366 9.60409487 6.99328488 0.43103453 2.13149071 0.01606837 11.51651492 NA 3.51850996 9.15214158 1.43103453 2.13149071 1.60098331 2.75296263 11.27712045 9.35585496 9.48021038 6.76195938 7.34093518 1.43103453 9.79681819 2.67897331 2.43103453 8.76643284 11.51933383 5.23839710 4.85730924 2.67897331 -0.56896547 10.87139258 2.13149071 9.23194235 4.71644224 -1.56875147 10.78004717 3.28902291 7.67659535 9.74958522 6.27024673 9.83831017 8.11228102 9.82152846 -1.56875147 4.33793226 7.13148248 5.38523774 9.12452950 7.52379951 4.26393581 10.87294916 -1.56875147 7.80390766 6.91485868 5.05981816 6.30140657 NA 10.29484162 9.54738640 11.63942926 6.89864854 1.43103453 13.22159463 6.61070301 10.17881583 11.31712009 1.60098331 4.01600595 5.33793226 3.82336214 7.07128751 1.23842003 7.83618420 2.82336214 7.53170506 7.34093518 9.10964263 8.33341747 9.51998961 7.68607116 6.51850524 NA 2.51850996 8.14700441 5.30140840 2.23838945 3.60097142 2.24354723 2.13149071 11.91523600 4.77089246 0.75300543 7.71644498 6.08925449 2.95460579 6.41403572 6.70716722 NA 5.11754129 5.45507401 11.57155277 2.43103453 NA 6.51319226 2.23838945 2.82336214 0.01606837 -1.56875147 4.90677518 -1.56875147 6.96631741 6.81474651 10.86410627 -0.56896547 NA 8.17923534 3.01599703 8.88842332 6.80608170 9.65337858 4.07489928 1.60098331 9.11841813 8.02349933 8.04575256 -0.56896547 -1.56875147 -1.56875147 4.62086788 7.92689726 5.26393205 5.30140840 5.87398541 7.89660911 1.89048561 6.71181287 7.27966536 8.24642566 7.16913431 5.32586129 5.98563021 4.78859697 7.77533834 9.72393922 9.28513169 3.78859175 2.89046615 0.17517327 4.49713330 9.66765462 1.89048561 8.25281632 8.40689036 8.20102902 NA 11.01436038 1.01599703 4.53956829 2.51850996 11.08052323 7.95460463 6.57570109 0.01606837 1.23842003 3.64049368 -0.56896547 6.71644498 0.75300543 8.57951922 6.20583039 3.98562794 1.89048561 8.95851937 7.91888231 5.01600595 0.4756400 0.4756400 0.0012481 0.0539480 -0.4613100 0.6625300 -0.5099100 -0.0037395 -0.0029091 1.1921000 -0.0502350 0.0430150 1.2103000 0.0043021 -0.4707700 -0.4544700 3.6569000 0.9308100 -0.0456130 -0.0822690 -0.0291750 -0.0554990 0.7667600 -0.4889200 -0.6301300 0.0659420 0.0739770 0.8368700 -1.0112000 0.6642000 -0.4799700 -0.4802900 -0.4951700 -0.5080500 -0.5470900 -1.0308000 -1.2929000 -1.0989000 -0.7476800 -0.4997500 -0.4975700 0.0000000 -0.5165000 -0.4905900 -0.1443600 -0.4959000 -0.0045695 0.4595600 -0.0254830 0.4044400 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12.740870 11.847444 8.628259 6.117543 8.464465 11.156622 10.570047 7.298321 5.707166 15.216584 2.954606 9.291354 13.123153 9.761399 10.940570 7.770892 1.890486 10.314068 8.582059 10.114993 9.835652 5.313685 4.408325 8.126271 10.187182 10.437018 8.095845 10.734823 7.053094 10.197985 7.071288 10.975766 10.837248 11.519334 4.212406 10.746192 9.046672 10.961936 4.922897 7.960473 4.678968 7.165752 10.294842 11.639429 8.682525 11.464935 8.177557 8.357339 12.991913 13.696987 11.245024 9.484968 8.179235 10.345054 12.597441 4.890476 3.208205 3.560324 8.947728 9.327602 9.951661 9.693137 2.238389 10.370989 12.605890 9.999474 13.361041 9.172510 TCGA-YD-A9TB NA 0 NA NA NA NA NA NA NA no yes 1.5 female NA no white not hispanic or latino 1 1 NA NA 3 2 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 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6.55763984 NA 0.09004042 3.17750326 NA 5.04423235 NA 4.76246044 NA 2.54947203 5.83150233 7.42542490 9.67029349 2.54947203 8.38695102 9.20117069 9.15073076 8.69736517 -0.90995958 NA 11.16451095 9.55967669 15.88561805 11.52570520 -0.90995958 NA 6.93552457 7.79393879 8.45635729 9.40291783 NA 8.16685049 2.70121634 1.89739534 NA 0.09004042 13.13152298 3.84491788 6.93552457 NA 3.33796793 NA 9.52570520 4.37543568 8.09003512 NA 9.54124611 5.57239858 2.67500292 1.09004042 7.54124611 7.47805204 11.10265944 5.25996165 8.98788047 11.43433085 4.37543568 10.60967122 -0.90995958 0.67500292 5.99692649 1.41196851 NA 2.79048013 8.17484331 0.67500292 4.04422798 3.67500292 -0.90995958 8.15881314 NA 7.43876275 -0.90995958 17.39578499 5.70474473 3.73388576 16.29000436 12.60671988 1.09004042 4.44758581 6.83822822 13.18493734 12.28479178 7.60573507 6.18806656 10.92371567 6.16684999 -0.90995958 0.09004042 6.30920348 NA 5.23978372 NA -0.90995958 13.87640412 3.67500292 10.35740685 0.09004042 NA 2.41196851 NA NA 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4.516299 10.557131 7.014847 NA 12.885161 14.068879 10.431554 10.082265 5.804281 9.654184 10.020772 4.674997 4.219316 2.790480 9.466160 11.177203 9.402918 9.461812 1.411969 8.990902 10.803421 9.776536 13.649472 10.687622 TCGA-YG-AA3O 62 1 1154 1096 908 NA NA NA NA NA yes NA male 2011 no NA hispanic or latino 1 1 NA NA 1 1 3 3 1 1 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 6.28050169 1.01998651 NA 12.13588535 0.01991537 8.37605982 4.64446776 0.43498844 -0.56490485 7.16972161 -0.56490485 4.26790279 NA 7.78374016 0.01991537 0.75693788 0.43498844 6.64446488 8.89546804 3.34190038 9.01338493 9.26156067 8.82195251 8.47118583 -0.56490485 NA 11.72819642 9.71113660 14.04589286 11.41640107 NA NA 8.66863187 6.53304467 8.49840726 7.62976897 -0.56490485 8.48349899 -0.56490485 2.34190038 NA -1.56490485 10.72819646 -1.56490485 5.07887024 -1.56490485 3.68294404 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10.44344079 5.62483785 NA 8.23752835 NA 2.24235861 -1.56490485 NA 9.90617929 2.24235861 6.75694055 8.21144544 NA 1.43498844 0.01991537 2.43501512 9.39501416 8.01809500 3.13545278 5.14925937 7.82947476 3.07886597 10.75553073 1.43498844 3.34190038 8.46843506 10.33701036 0.01991537 0.43498844 4.94280536 0.75693788 11.28715152 1.24238910 5.54353610 7.39790818 1.60492530 11.24457939 NA 7.11096974 7.35685336 10.76956481 4.07886597 5.49029414 8.47258647 NA 5.96639355 3.64446776 NA 3.34190038 12.46481703 4.98960227 10.16972186 NA 2.75693788 0.43498844 1.01998651 2.13543637 5.01997317 9.79476171 3.13545278 11.51682847 5.68293842 NA 13.31660418 4.50110152 11.26036851 10.61149701 1.89444916 4.54353919 3.79256387 10.66202636 2.52248267 0.01991537 8.53567469 0.75693788 3.75693788 7.86546481 3.24237385 7.90057884 8.71724355 6.40079577 1.01998651 -0.56490485 -1.56490485 1.43498844 -1.56490485 3.01996873 3.38920885 NA -0.56490485 10.83535796 -0.56490485 -0.56490485 7.98960113 5.17647836 3.13545278 3.82733127 3.52247011 -0.56490485 0.43498844 8.08500498 6.77930832 -1.56490485 NA 3.29298783 1.43498844 3.38920885 NA NA NA 13.55269588 5.17647836 3.92686288 9.86964042 0.43498844 NA 5.20319724 4.43501512 7.10034801 4.58475810 8.09408033 -1.56490485 3.18990361 7.70179854 7.72272489 5.34190394 0.75693788 -0.56490485 NA 4.10743680 6.81871638 -1.56490485 3.98960227 -1.56490485 7.03492549 NA 2.24235861 0.01991537 8.47803949 5.73879215 3.01996873 4.70179854 3.38920885 8.82732968 8.96346632 10.00059034 1.43498844 NA 0.04851521 3.89443946 5.81871765 -1.56490485 4.38920885 5.73879215 6.81542941 -1.56490485 9.68293965 NA -0.56490485 5.90261871 11.96065534 5.61492182 1.24238910 NA NA -1.56490485 NA 3.68294404 -1.56490485 9.03120191 -1.56490485 6.42936489 0.01991537 8.61492145 8.17816337 3.82733127 0.18800000 0.58361000 0.60178000 0.08579900 -0.26708000 0.06895200 -0.05644200 0.94588000 -0.65277000 1.81900000 2.28890000 0.16685000 0.16685000 -0.71283000 0.17648000 0.17648000 -0.18421000 -0.03517600 -0.29881000 0.10525000 1.09990000 0.60955000 0.12714000 0.18800000 -1.01120000 0.08579900 0.08579900 -0.26708000 -0.26612000 0.06895200 0.06895200 -0.05644200 -0.23386000 -0.23386000 0.16685000 -0.21293000 -0.21293000 -0.14245000 -0.14245000 -0.66374000 -0.66374000 0.16715000 -0.68742000 0.17648000 -0.21413000 -0.21948000 -0.23929000 0.18586000 -0.03517600 0.12771000 -0.70181000 -0.77634000 -0.70603000 0.08247600 0.00013863 -0.142 -0.142 -0.480 -0.647 0.176 0.176 -0.184 -0.219 0.000 -0.702 -0.702 -0.246 -0.246 -0.159 -0.159 0.105 0.105 0.584 0.584 -0.652 0.448 -0.664 0.610 0.000 0.000 0.000 0.000 -0.267 -0.267 0.000 0.000 0.712 -0.234 1.803 1.803 0.167 0.167 -0.213 -0.213 0.000 0.000 -0.142 -0.142 -0.480 -0.647 0.176 0.176 -0.184 -0.219 0.000 -0.702 -0.702 -0.246 -0.246 -0.159 -0.159 0.105 0.105 0.584 0.584 -0.652 0.448 -0.664 0.610 0.000 0.000 0.000 0.000 -0.267 -0.267 0.000 0.000 0.712 -0.234 1.803 1.803 0.167 0.167 -0.213 -0.213 0.000 0.000 10.637748 8.974171 9.610562 8.713462 8.668632 10.276970 6.114492 7.942807 13.186946 12.192923 12.441075 9.761442 11.623601 9.782080 10.383379 14.908258 12.208461 9.171414 11.752001 8.875881 12.601254 12.981364 13.688601 5.827329 11.929368 9.095899 11.127628 11.730638 10.167180 1.242389 9.770403 10.929118 9.325276 11.177743 13.316604 11.681454 9.311529 7.900579 9.698281 4.365749 13.864713 12.23176161 8.54092077 6.26156090 15.54702300 11.64461787 8.68885978 5.64446488 8.84440323 12.28020819 9.10300186 8.72041426 4.13545278 14.06445421 8.81222288 4.16293507 14.83661307 9.01527064 10.25877754 5.81005230 1.43498844 9.71404232 6.67818602 8.54162751 8.60618902 3.34190038 5.43501178 9.83962157 10.29338175 10.28361948 8.50976907 9.80460958 6.20979840 10.19780950 4.13545278 10.08157092 11.82450912 10.33701036 3.47941166 11.08987197 9.10389728 9.94082377 6.18989966 6.58983089 0.75693788 6.26790279 9.79476171 11.51682847 3.47941166 10.71810052 7.84440323 NA 12.76613907 13.73185673 10.26552738 10.71229957 5.20319724 10.12457344 10.71433259 1.24238910 -1.56490485 4.36574852 11.90795682 13.62881051 10.40942679 9.14667915 0.01991537 8.97707667 10.17690042 11.03678299 12.43518831 10.42192080 TCGA-YG-AA3P 63 0 NA 439 296 stage iib t4a n0 m0 no yes 10 female 2013 no NA hispanic or latino 3 3 NA NA 1 1 3 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 1.09159829 NA -0.90833401 7.20531333 -0.90833401 8.31315831 3.09156444 NA NA 2.26150073 NA 3.26150073 0.67653823 3.26150073 3.26150073 1.41348577 2.26150073 4.41349931 10.05951806 0.09153059 6.25144264 9.70812014 7.71362296 9.37581706 NA 0.09153059 11.64135600 9.18300681 14.18651499 11.28139590 NA NA 7.56324662 4.37697100 9.87375061 6.78505876 NA 9.24004785 1.37250641 3.41349931 NA -0.90833401 4.76399576 NA 9.18696846 NA 1.09159829 0.09153059 6.72092824 0.67653823 8.30831718 NA 8.69890153 6.65831004 1.67653823 1.09159829 5.22085616 5.73542740 11.14651477 4.58342280 7.55509601 12.32054033 5.99846181 7.11393903 NA 0.09153059 0.09153059 -0.90833401 NA 2.79200156 7.43586691 -0.90833401 0.09153059 NA NA 4.17903326 NA 3.26150073 5.63072871 10.98221564 2.26150073 12.41673624 10.41293582 11.39135176 -0.90833401 0.67653823 NA 7.66142682 7.76399642 1.67653823 4.94955361 10.99771037 3.26150073 NA NA 2.89892420 NA 0.67653823 2.67653823 3.84646323 12.79361414 0.09153059 11.10139999 NA -0.90833401 2.09156444 -0.90833401 NA NA 3.48389315 7.82966376 4.97421266 5.61513376 NA 2.41351285 0.09153059 NA -0.90833401 3.55099914 9.34305377 13.39549476 2.26150073 0.67653823 NA NA 2.26150073 NA -0.90833401 1.09159829 2.41351285 0.09153059 NA 3.33949374 NA 5.77807187 NA 11.18861586 4.70628189 13.80307701 5.77807187 10.10279865 NA NA 3.61513376 NA 1.89894354 3.79201197 NA 9.78679972 1.09159829 NA 9.42696161 NA NA NA 4.55100529 3.84646323 7.61317211 8.43586733 0.67653823 NA 0.67653823 NA 0.09153059 2.79200156 NA 2.55099914 NA 7.50942349 NA NA 5.84645821 2.41351285 0.09153059 2.09156444 0.09153059 10.67135866 10.11601847 -0.90833401 0.67653823 0.09153059 1.09159829 -0.90833401 0.09153059 5.53451611 NA 4.26149321 NA 0.09153059 -0.90833401 1.41348577 -0.90833401 1.89894354 NA 9.76752835 0.09153059 NA 3.73542469 8.49671280 NA 11.94643973 1.67653823 NA 6.72092824 1.67653823 6.59141762 5.50418498 3.73542469 2.89892420 -0.90833401 -0.90833401 NA 5.22085616 8.69519766 -0.90833401 8.25647809 4.41349931 -0.90833401 NA 2.99846632 NA 10.26587286 NA 5.24131776 NA 11.22503471 7.99545343 2.09156444 4.17903326 NA 7.53451455 4.04576621 NA 2.55099914 8.74262304 NA NA 7.93392194 -0.90833401 0.09153059 5.15766222 9.98541888 6.72092824 0.09153059 9.67841105 6.74262338 NA 7.55100299 0.09153059 2.26150073 0.67653823 NA 7.89247117 NA 2.09156444 6.63073017 0.09153059 NA NA 2.79200156 8.30102467 6.97421495 3.48389315 1.41348577 9.19617005 0.67653823 7.42696161 0.67653823 0.67653823 7.15226760 10.33116989 NA 0.09153059 5.72092688 NA 11.12430590 NA 3.48389315 4.97421266 -0.90833401 10.47635505 NA 4.79201197 2.67653823 1.09159829 1.41348577 1.09159829 2.78198912 -0.90833401 2.67653823 5.41349931 NA 9.94799687 10.48335196 5.72092688 10.79590734 NA 0.09153059 0.09153059 NA 4.22085616 NA 11.99902539 -0.90833401 11.72751613 2.55099914 6.50096295 13.09394687 5.45614246 5.41349931 9.70259608 1.09159829 4.09157291 3.61513376 7.11947757 1.67653823 NA 6.96193582 0.67653823 0.09153059 10.39820274 0.67653823 6.12499390 10.57924559 5.06885135 6.46661081 -0.90833401 0.09153059 2.41351285 NA 0.09153059 0.67653823 -0.90833401 3.26150073 8.31798370 NA NA 7.47527542 3.67653823 2.09156444 2.41351285 3.41349931 2.09156444 -0.90833401 7.33384052 4.81948937 NA NA 1.89894354 NA 2.67653823 NA NA -0.90833401 14.00212039 3.17903326 1.89894354 4.13596164 0.09153059 NA 4.70628189 0.67653823 5.97421495 3.99846632 9.66956665 -0.90833401 5.48388993 6.41349931 4.17903326 6.89892662 -0.90833401 NA -0.90833401 6.18960320 5.02231010 0.67653823 2.09156444 0.09153059 5.92446099 0.67653823 1.09159829 NA 4.79201197 2.41351285 1.89894354 1.09159829 1.67653823 6.42248868 8.43364594 11.42220819 0.67653823 -0.90833401 -0.47553507 2.26150073 7.32997568 NA 0.09153059 6.88598671 6.24263871 NA 9.06598583 NA NA 2.41351285 12.17637975 3.84646323 1.41348577 NA -0.90833401 -0.90833401 NA 2.26150073 NA 10.14549723 -0.90833401 1.67653823 NA 9.27892331 7.78505810 -0.90833401 -0.4343100 0.0066653 0.0265140 -0.9359200 0.0301690 0.4711800 0.4708400 0.9061300 3.6569000 0.8284300 0.8168700 0.8732800 2.3124000 3.6569000 0.0063710 0.0063710 -0.4456600 0.0072217 -0.0029091 -0.4667400 1.4086000 0.0044411 -0.4472800 -0.4472800 -0.9268100 -0.9359200 -0.9378300 0.0301690 0.0301690 0.4711800 0.4711800 0.4711800 -0.9451000 -0.4742500 -1.0015000 0.0160060 0.0160060 -0.5134200 -0.4247300 -0.4149800 -0.4149800 0.0174040 -0.9537000 0.0112610 -0.4456600 0.0246890 0.0246890 0.0062481 0.0062481 -0.4625300 -0.9499900 -0.9772200 0.0000000 -0.4667400 -0.2328800 -0.483 -0.483 -0.929 -0.929 0.872 0.000 -0.446 -0.437 0.000 -0.950 -0.950 0.000 0.000 0.000 0.000 -0.467 -0.467 -0.447 0.000 -0.929 -0.929 0.000 0.000 -0.896 -0.896 -0.936 -0.936 0.000 0.000 0.471 0.471 -0.032 -0.938 0.817 0.817 -0.955 -0.092 0.000 0.000 -0.233 -0.233 -0.483 -0.483 -0.929 -0.929 0.872 0.000 -0.446 -0.437 0.000 -0.950 -0.950 0.000 0.000 0.000 0.000 -0.467 -0.467 -0.447 0.000 -0.929 -0.929 0.000 0.000 -0.896 -0.896 -0.936 -0.936 0.000 0.000 0.471 0.471 -0.032 -0.938 0.817 0.817 -0.955 -0.092 0.000 0.000 -0.233 -0.233 9.858928 9.688693 9.075990 8.876206 7.563247 10.150916 2.676538 8.992438 11.003263 12.320540 11.464708 10.001464 11.043220 10.094386 11.213105 15.277879 12.629639 10.485498 11.946440 9.861409 11.787670 11.084510 13.365367 4.339501 14.945782 14.029037 11.946829 11.410679 11.543040 3.091564 10.725929 9.595397 12.928214 10.531402 13.093947 13.613171 10.083093 8.947997 9.067419 2.792002 12.856547 12.74497627 6.04576840 3.55099914 15.80373438 10.54946520 7.28632858 3.55099914 9.21310495 13.64069419 9.40100215 1.09159829 3.17903326 12.69241347 5.99846181 4.17903326 12.79361414 8.31315831 10.09157132 6.30102421 2.26150073 9.52619952 5.30102421 7.39279309 8.09438652 10.37292185 6.94332008 8.57740050 10.09859865 9.30589052 9.28846862 10.01860858 3.73542469 8.93234942 1.89894354 7.91811964 12.41729843 10.33116989 5.63072871 10.80581689 10.04373738 7.96501541 4.92446099 5.26149697 3.79201197 5.02231010 11.99902539 11.72751613 8.32519120 10.27334477 6.69890187 NA 14.23984931 15.80828365 10.18564903 7.48388912 4.70628189 9.79633964 10.36827738 0.09153059 2.79200156 2.79200156 6.85312238 12.45257477 9.99470007 9.46443650 1.09159829 8.68402832 10.77763407 9.96655275 14.21928362 10.48227776 TCGA-Z2-A8RT 42 0 NA 839 469 stage iib t3b n0 m0 yes yes 4 female 2012 no white not hispanic or latino 2 3 NA NA 2 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 2.4399954 0.6326405 12.1040501 1.2176030 9.6276895 5.0420183 -0.3673595 -1.3673595 7.4559962 -1.3673595 3.3875142 0.9545686 5.4399854 0.6326405 2.8805484 5.9989514 8.3348015 9.5462663 0.9545686 8.8481619 9.2204064 9.6646746 8.6660521 -1.3673595 NA 11.5423345 9.9534295 16.2797571 11.4264354 -0.3673595 NA 7.9226480 8.6892667 9.0557447 10.1532476 -1.3673595 8.2157116 -1.3673595 2.3330802 -1.3673595 -1.3673595 12.8986102 -1.3673595 5.8025551 -1.3673595 5.3875176 -1.3673595 7.3808221 5.0420183 9.0022263 -1.3673595 9.3520178 4.7652059 1.8025655 4.0249490 8.6632962 7.9272500 11.0677783 9.0889832 9.4804693 12.0923167 8.9272497 6.9226474 NA 3.3330659 5.2908409 2.8805484 -1.3673595 4.8805582 9.3774628 0.9545686 4.3605469 1.2176030 -1.3673595 2.6326405 0.6326405 5.4139900 2.8025448 14.2132114 2.8025448 3.7619129 13.5678400 11.9474954 2.6326405 5.0755711 8.0504816 10.2701595 10.6749723 4.6099086 7.7489730 10.5436464 7.9040921 1.2176030 -1.3673595 5.8125393 NA 1.4399954 NA NA 14.1399885 4.2175952 9.3933488 3.3875142 NA 4.1561943 -0.3673595 -0.3673595 -0.3673595 2.7200814 7.0206467 7.6660521 6.6494373 NA 2.3330802 3.3330659 -0.3673595 0.2176030 2.2176030 8.8137812 12.8323780 3.9180332 5.7411541 -1.3673595 3.6770233 1.2176030 2.7200814 0.6326405 3.5868248 -1.3673595 1.4399954 -0.9887906 6.3121097 1.8025655 6.6933253 NA 12.7936033 4.0588966 13.3834406 8.2710647 8.9607541 0.2176030 -0.3673595 5.0588922 NA NA NA 2.8805484 9.8347528 1.8025655 1.9545686 9.3690308 1.4399954 1.6326405 NA 0.6326405 4.0920636 6.6188127 7.8347529 4.0249490 3.8805582 1.2176030 5.8710329 0.2176030 1.9545686 -1.3673595 4.0920636 0.2176030 3.4399821 0.6326405 NA 7.5926312 2.8025448 2.2176030 -1.3673595 -0.3673595 13.1178922 10.2297504 -1.3673595 3.2764818 3.2764818 -1.3673595 -1.3673595 -0.3673595 6.9087529 -1.3673595 7.1601064 NA 0.2176030 0.2176030 0.6326405 2.5395311 NA 1.8025655 8.3858456 5.6770233 0.6326405 8.9168746 10.4706509 2.8805484 12.4748811 3.4399821 2.0920721 9.6549968 7.1324751 9.2053292 9.1566024 7.9203415 5.1404228 -1.3673595 1.8025655 0.2176030 6.5395202 9.3032851 2.0920721 8.5274465 4.3605469 2.5395311 0.6326405 NA 2.2176030 11.5291506 0.2176030 6.3050549 2.0642621 9.1063347 8.8075546 5.9180308 5.0249446 2.2176030 5.8224523 0.6326405 0.2176030 5.3875176 6.3050549 1.4399954 NA 9.6347406 4.3050512 8.6851970 7.4623518 10.1409040 6.9226474 0.9545686 10.2114733 3.6326288 -0.3673595 8.8112938 2.4399954 2.0920721 NA -1.3673595 9.9381208 -1.3673595 2.9545500 9.3243725 1.9545686 2.8025448 -1.3673595 2.5395311 9.5037641 9.2454973 5.0588922 -1.3673595 8.5152721 -0.3673595 10.8372001 1.2176030 2.4399954 7.8347529 10.8511922 -1.3673595 4.3050512 3.2175875 0.2176030 11.2436537 -0.3673595 8.7476727 3.4399821 0.6326405 11.1683903 NA 6.5213727 8.1204691 5.8323002 3.6326288 3.4399821 8.6469701 1.4399954 NA 4.6099086 NA 8.8650500 12.5865525 4.1244853 10.6273359 0.2176030 3.0249402 0.2176030 1.4399954 3.2764818 NA 10.9997706 4.1244853 11.1517737 6.4335287 0.6326405 12.3788283 7.2831421 8.0588939 10.1905713 1.8025655 1.4399954 5.9272494 6.2908409 2.6326405 2.7200814 7.5780730 4.0249490 2.5395311 5.9724790 3.7200924 9.3217534 9.6793914 7.2764855 6.2764855 NA 3.0920552 -0.3673595 -1.3673595 4.1561943 6.2473389 -1.3673595 0.6326405 11.3671269 1.2176030 2.5395311 7.4139883 6.9040915 3.4906086 3.4399821 4.4139867 3.6326288 -1.3673595 7.5163414 8.4448062 -0.3673595 NA 4.8614492 1.4399954 1.9545686 -0.3673595 -0.3673595 NA 13.5584615 6.9226474 6.5395202 5.9545569 -1.3673595 NA 8.0630817 2.4399954 7.6070432 6.4008128 8.6884671 4.0249490 NA 9.4874974 5.3468754 6.6326288 0.2176030 -1.3673595 NA 0.2176030 7.3468745 1.6326405 4.9724767 NA 8.2454976 1.6326405 2.8805484 1.8025655 7.9272500 4.9180332 3.3330659 3.0249402 5.1872174 7.9295448 9.9398297 10.3622497 2.7200814 1.8025655 8.2557788 5.1083614 7.8947238 0.6326405 4.0588966 4.6549968 7.9165507 -1.3673595 9.9093349 -1.3673595 0.2176030 4.5395187 12.4658155 4.8994173 1.6326405 NA -0.3673595 0.6326405 -1.3673595 5.4906086 -1.3673595 9.5744102 -0.3673595 3.2175875 -1.3673595 8.6156226 8.6549968 1.8025655 0.07189400 0.06943400 0.05754600 0.07648800 -0.69347000 0.14852000 0.00075596 0.07519300 0.07519300 0.05857400 0.85511000 0.02180700 -0.76394000 -0.79762000 -0.08857900 -0.08857900 1.11140000 0.02760800 0.03079600 -0.03308200 0.02854500 0.01914600 0.01858600 -0.74155000 -0.04082600 0.07648800 0.07648800 -0.81578000 -1.29290000 0.14852000 0.10431000 0.09310600 0.02893500 0.01083600 0.02180700 -0.75250000 -0.75250000 0.00000000 0.00000000 0.00000000 0.00881570 -0.75776000 -0.80935000 -0.14997000 1.02690000 -0.75301000 -0.80670000 0.02760800 0.02760800 -0.81010000 -0.06369700 -0.06068800 0.03079600 -0.03308200 -0.16122000 0.000 0.000 -0.758 -0.758 0.000 0.000 0.269 -0.753 0.000 0.000 0.000 0.000 0.000 -0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 -0.744 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 0.000 -0.161 -0.161 0.000 0.000 -0.758 -0.758 0.000 0.000 0.269 -0.753 0.000 0.000 0.000 0.000 0.000 -0.712 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.744 -0.744 0.104 0.104 0.000 0.000 0.000 0.000 0.000 0.000 -0.752 0.000 -0.161 -0.161 10.0000437 9.4890546 10.1596171 8.5259307 7.9226480 10.5666884 7.9133999 8.0900097 13.2739249 12.0923167 11.6956869 10.5755099 10.9986779 8.9005861 10.2157117 14.2271285 13.7465338 11.1618155 12.4748811 8.7502722 12.1021436 9.8935485 13.4232320 3.6326288 11.5492548 11.9084624 10.0651708 12.0764790 10.1274846 0.6326405 10.5152720 11.3887682 10.4952663 9.3425743 12.3788283 11.2246164 8.3032853 9.1542293 7.9724790 4.0588966 13.0357075 11.586825 9.463936 3.761913 16.488877 11.759333 7.363948 7.007669 8.272874 11.118961 9.553436 6.374095 5.851797 15.672180 8.927250 2.632640 14.139988 10.411938 10.083840 6.092062 3.586825 10.641058 8.594079 9.115054 9.148329 1.954569 7.527447 7.759334 9.742460 9.663986 8.245498 10.854216 7.920342 10.166932 5.687912 10.828616 11.512212 10.851192 5.261986 10.876398 8.905259 9.817504 4.654997 7.363948 3.156186 2.720081 10.999771 11.151774 3.092055 11.303285 7.530474 NA 13.252791 14.074341 10.847555 10.192484 8.063082 9.551492 10.502994 5.908753 6.427045 4.058897 9.628396 12.491957 9.980250 8.297965 0.217603 9.677706 10.138441 10.416037 13.761872 10.739846 TCGA-Z2-AA3S 58 0 NA 2950 2628 stage ia t1a n0 m0 no yes 0.5 male 2006 yes white not hispanic or latino 3 1 NA NA 1 2 3 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 NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA -0.2108968 0.7891032 NA 13.5427263 NA 8.1110198 4.2915888 NA 2.5964581 3.8765562 NA 1.7891032 NA 9.8547322 0.2041407 3.4520550 NA 5.8479844 10.0527521 -1.7958593 7.3564141 10.3668352 7.8133079 8.9294954 NA NA 11.6589425 7.8225147 14.9651349 11.2915920 NA -0.2108968 7.9200914 9.1648551 11.2478400 7.5791688 -1.7958593 8.3334121 1.9045804 3.6303938 NA 1.0114956 7.5921468 -0.7958593 8.5835074 -1.7958593 4.2041329 2.2041407 6.5921460 2.2041407 8.4461123 NA 9.6230359 5.4659418 5.5964462 4.0621131 7.3740544 6.5170126 10.3951884 3.7890928 7.8443744 12.1261560 1.5260688 7.5506429 -1.7958593 1.9045804 1.2041407 0.7891032 NA 0.7891032 5.8114608 -0.7958593 0.7891032 0.7891032 NA 2.2041407 NA -0.7958593 7.1842684 10.5079100 2.2916036 1.0114956 10.6727532 10.5342057 0.2041407 2.7276809 4.8765562 6.7890915 9.4935717 -0.7958593 3.5964462 11.0525565 4.3334094 1.0114956 NA 6.7548755 NA 1.3740657 10.5325237 NA 14.3557624 NA 9.6879450 NA -1.7958593 2.5964581 NA NA NA 1.7891032 6.1524958 5.6635610 6.2153563 0.5260688 3.4135805 1.6635723 1.5260688 -0.7958593 6.4232975 9.6330126 12.6317694 0.2041407 2.2041407 0.2041407 0.5260688 -0.2108968 0.5260688 NA 4.2485197 NA 3.2485197 NA 3.2485197 -1.7958593 1.0114956 NA 10.0890628 2.3740657 13.0518717 6.3790543 8.4685719 -0.7958593 NA 4.1814127 NA 0.2041407 NA 0.5260688 9.6869371 0.2041407 1.9045804 8.0114839 NA NA 1.6635723 0.2041407 4.9854868 9.1337056 8.3902433 2.4520682 NA -1.7958593 7.9028339 1.7891032 -0.2108968 0.5260688 3.4895301 -0.2108968 8.5539633 -1.7958593 -1.7958593 6.9489629 8.6028729 1.7891032 2.9590097 NA 11.7122954 10.3522879 NA 0.2041407 2.8479769 NA NA NA 6.3939533 -0.7958593 5.7355113 NA NA -0.7958593 -1.7958593 NA 1.2041407 -0.7958593 8.5704515 2.4520682 -1.7958593 8.1481089 9.8215967 0.2041407 10.8359883 0.5260688 NA 7.9640173 5.1699130 7.8479856 7.6290302 6.1229915 4.6303938 -0.7958593 -1.7958593 NA 8.0034105 5.2375522 -0.7958593 8.2809447 6.1756723 NA -0.7958593 -1.7958593 -1.7958593 4.4895301 NA 6.9114879 2.8182575 9.3198232 10.3276040 8.1451766 2.7890823 0.7891032 5.7965874 0.5260688 -1.7958593 2.1110313 6.8906303 -1.7958593 NA 9.5181458 2.4520682 11.4970259 6.6717349 10.1342122 5.1348657 -1.7958593 10.5353260 0.7891032 -1.7958593 7.6071409 3.0621044 1.5260688 0.2041407 NA 6.4615171 -0.2108968 3.1110146 7.9422212 6.7039755 1.3740657 -0.2108968 2.2041407 9.4496819 8.0017904 1.9045804 -0.7958593 7.8853675 1.3740657 11.2725716 0.2041407 0.2041407 7.6198708 10.9758250 2.1110313 -1.7958593 2.1110313 -0.7958593 10.4196621 NA 3.7587189 -1.7958593 -0.7958593 12.2774340 NA 5.7039755 3.6959827 -0.2108968 2.7890823 4.5791681 5.1392362 -0.2108968 NA 4.8479869 NA 6.5791681 9.9307731 3.5616805 9.8307508 NA 3.0114777 2.5260688 0.5260688 2.8479769 -1.7958593 9.3165687 NA 11.9169786 4.9045708 1.7891032 12.7389792 8.2908358 6.9789163 9.7796685 4.1348698 0.2041407 2.9045612 -1.7958593 3.2485197 3.0114777 7.2729078 1.5260688 2.2041407 5.8551799 0.5260688 8.1684701 8.1556035 6.4615171 0.7891032 3.2915888 2.0114956 NA -1.7958593 1.0114956 3.0114777 NA 4.9320517 10.8580939 NA -0.2108968 8.2782706 5.8906291 3.3740518 4.0370219 4.1348698 2.2041407 NA 6.9742976 6.9523219 -1.7958593 NA 2.0114956 0.2041407 2.2041407 -0.2108968 NA NA 13.9386271 5.5878330 2.5260688 8.1842689 NA NA 6.0114845 -0.7958593 6.5878330 4.9854868 8.6387784 -1.7958593 -0.2108968 10.5729084 4.6959827 5.7739858 -0.2108968 NA NA -0.7958593 5.9920319 -0.2108968 5.2702187 -0.2108968 9.3939537 1.0114956 0.7891032 1.0114956 4.0370219 3.9045708 0.2041407 2.3740657 2.7276809 8.9354483 9.3859025 11.1977752 4.2485197 NA 7.3762565 4.2915888 5.5439784 -0.2108968 2.0114956 4.8765562 5.4799742 NA 10.0821801 2.8479769 NA 3.5616805 11.8116907 5.0370175 -1.7958593 NA NA -1.7958593 1.5260688 1.9045804 NA 9.4632840 NA 7.7909688 -1.7958593 10.6506955 7.7834449 NA -0.0169790 -0.0169790 0.0238470 1.1751000 0.0209030 0.0118180 0.0102850 0.0100060 0.0100060 -0.0066432 0.8347100 0.8417900 0.8368700 -0.0505060 0.0000000 0.0000000 0.0018030 -0.0044312 -0.0677260 0.6712200 -0.0297210 -0.0338210 -0.0242510 0.0232860 -0.8739300 -0.8987100 -0.8786300 -0.0012473 -0.8829500 0.0118180 0.0102850 0.0102850 -0.8753400 0.0154470 -0.4276700 -0.8894400 -1.2929000 -0.9259500 -0.8902000 -0.8781300 -1.1963000 -0.0052610 0.0036076 0.0000000 0.0018030 0.0130740 0.0055529 -0.0044312 -0.0044312 -0.0626910 -0.9011500 -0.8794600 -0.0321780 0.6712200 -0.2245300 -0.892 -0.892 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.901 -0.901 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 0.423 -0.893 -0.893 -0.225 -0.225 -0.892 -0.892 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.901 -0.901 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.838 -0.838 0.000 0.000 0.000 0.000 0.000 0.000 0.000 0.000 -0.419 0.423 -0.893 -0.893 -0.225 -0.225 9.995292 9.167748 9.469158 8.473256 7.920091 10.760396 5.695983 8.701981 11.336981 12.126156 12.298702 9.068315 11.350539 10.244419 10.782502 14.519721 13.743470 10.803577 10.835988 4.312651 11.508623 11.715388 13.780614 2.596458 11.838827 9.703975 9.683404 13.118187 11.435800 -1.795859 11.086008 9.725239 10.787917 9.804042 12.738979 12.856805 9.718350 6.948963 8.153956 5.204129 12.466738 12.377728 6.715882 3.932052 14.861111 10.270891 8.417234 5.432949 9.847083 10.929921 9.913200 4.248520 4.111023 13.790324 1.526069 2.204141 14.355762 8.506768 10.768040 4.507909 1.904580 10.071794 5.158325 7.888334 8.251253 3.011478 6.232035 8.325663 10.470037 10.350698 9.543422 10.096672 6.122992 10.448493 2.847977 10.532524 12.238412 10.975825 4.862342 11.567443 9.637016 8.917516 5.938839 6.699985 1.204141 7.218150 9.316569 11.916979 1.374066 10.325339 7.735511 NA 14.031149 14.714275 10.264825 8.567169 6.011484 11.017710 10.054316 3.333409 7.423297 5.204129 7.312653 13.358299 10.789326 9.877880 2.011496 8.707955 10.784859 9.865462 13.372057 10.251935 TCGA-Z2-AA3V 57 0 NA 486 175 stage ia t1a n0 m0 no yes 0.5 female 2013 no white not hispanic or latino 2 2 NA NA 1 1 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 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NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA NA 5.8018e-12 1.8688e-06 3.5448e-10 2.5171e-14 0.0027418 1.9318e-13 0.17365 9.4427e-09 0.0073747 0.00024256 3.7295e-07 0.049717 1.8941e-05 1.4989e-14 8.0375e-09 1.0744e-10 0.097638 1.4668e-05 5.4875e-08 0.030897 0.064606 5.0554e-08 7.2372e-09 1.4903e-06 3.2268e-12 0.14721 3.9313e-07 0.090664 1.2734e-15 0.022732 0.00087465 1.422e-07 2.9439e-07 5.6612e-11 0.0045748 1.2594e-14 4.1507e-217 3.0627e-05 0.065526 3.64e-26 2.1153e-06 0.23937 3.4268e-29 0.00053958 0.042833 0.045691 0.099665 1.5835e-08 1.0184e-13 9.2613e-05 0.035815 0.00028794 0.23044 0.0060031 0.063832 1 1 1 1 1 1 0.0532 1 0.968 1 1 1 1 1 1 1 1 0.877 0 1.38e-09 0 1 2.34e-06 1 1 1 1 1 1 1 1 2.29e-10 1 0 0 6.98e-05 0 1 1 1 1 0 0 5.51e-06 2.28e-15 1 1 0.238 0.000245 1 1 0.0161 2.16e-06 1 0.0204 0.171 0.979 1 1 1 1 1 1 1 1 1 1 1 1 0.719 0.719 0.00693 4.53e-05 0 1 1 0.238 1 0 0 0.238 0.238 1.8688e-06 5.4875e-08 1.8688e-06 1.4668e-05 3.7295e-07 5.4875e-08 0.00024256 5.4875e-08 1.4989e-14 8.0375e-09 3.7295e-07 1.4668e-05 5.0554e-08 1.8941e-05 5.4875e-08 0.064606 5.4875e-08 1.4668e-05 1.4668e-05 3.7295e-07 1.8688e-06 1.0744e-10 2.5171e-14 1.8688e-06 1.8941e-05 1.8941e-05 9.4427e-09 5.8018e-12 0.17365 1.4668e-05 1.8941e-05 1.8688e-06 0.0073747 0.00024256 0.00024256 1.8941e-05 1.8941e-05 3.5448e-10 0.064606 1.9318e-13 1.8688e-06 0.099665 0.00053958 0.00053958 1.4903e-06 0.14721 1.4903e-06 0.099665 0.00053958 0.00053958 1.5835e-08 0.14721 0.00028794 1.422e-07 4.1507e-217 0.14721 0.14721 0.035815 0.099665 1.422e-07 2.9439e-07 0.042833 1.4903e-06 0.00028794 0.14721 0.090664 0.14721 0.0060031 0.099665 2.9439e-07 0.045691 0.035815 1.422e-07 0.14721 2.9439e-07 0.14721 0.065526 1.4903e-06 5.6612e-11 0.14721 0.00087465 1.422e-07 0.14721 2.9439e-07 7.2372e-09 0.065526 3.64e-26 0.00053958 1.2594e-14 0.14721 1.4903e-06 2.9439e-07 7.2372e-09 1.4903e-06 0.14721 0.00053958 0.14721 0.0060031 0.0060031 0.099665 0.099665 0.022732 2.9439e-07 7.2372e-09 1.4903e-06 0.099665 0.099665 0.14721 0.090664 0.14721 0.23044 3.0627e-05