tcga_participant_barcode	CLI_years_to_birth	CLI_vital_status	CLI_days_to_death	CLI_days_to_last_followup	CLI_tumor_tissue_site	CLI_pathologic_stage	CLI_pathology_T_stage	CLI_pathology_N_stage	CLI_pathology_M_stage	CLI_gender	CLI_date_of_initial_pathologic_diagnosis	CLI_radiation_therapy	CLI_histological_type	CLI_residual_tumor	CLI_race	CLI_ethnicity	CLUS_CN_cNMF	CLUS_Methlyation_cNMF	CLUS_RPPA_cNMF	CLUS_RPPA_cHierarchical	CLUS_mRNAseq_cNMF	CLUS_mRNAseq_cHierarchical	CLUS_miRseq_cNMF	CLUS_miRseq_cHierarchical	CLUS_miRseq_Mature_cNMF	CLUS_miRseq_Mature_cHierarchical	SMG_mutsig2.0_ARID1A	SMG_mutsig2.0_BAP1	SMG_mutsig2.0_CDC27	SMG_mutsig2.0_DDHD1	SMG_mutsig2.0_EPHA2	SMG_mutsig2.0_FTH1	SMG_mutsig2.0_HLA-B	SMG_mutsig2.0_IDH1	SMG_mutsig2.0_IDH2_cosmic	SMG_mutsig2.0_KRAS_cosmic	SMG_mutsig2.0_MUC2	SMG_mutsig2.0_OTOP1	SMG_mutsig2.0_PBRM1	SMG_mutsig2.0_PCF11	SMG_mutsig2.0_PDGFD_cosmic	SMG_mutsig2.0_RNPC3	SMG_mutsig2.0_SPTA1	SMG_mutsig2.0_TBX20_cosmic	SMG_mutsig2.0_TP53	SMG_mutsig2.0_ZDHHC4_cosmic	SMG_mutsig2.0_ZNF676	SMG_mutsig.CV_BAP1	SMG_mutsig.CV_PBRM1	SMG_mutsig.2CV_ARID1A	SMG_mutsig.2CV_CLIP4	SMG_mutsig.2CV_DDHD1	SMG_mutsig.2CV_FTH1	SMG_mutsig.2CV_HLA-B	SMG_mutsig.2CV_IDH1	SMG_mutsig.2CV_IDH2_cosmic	SMG_mutsig.2CV_KRAS_cosmic	SMG_mutsig.2CV_MLL3	SMG_mutsig.2CV_MUC2	SMG_mutsig.2CV_MUC21	SMG_mutsig.2CV_PBRM1	SMG_mutsig.2CV_PDGFD_cosmic	SMG_mutsig.2CV_RUFY1	SMG_mutsig.2CV_TBX20_cosmic	SMG_mutsig.2CV_TP53	SMG_mutsig.2CV_ZDHHC4_cosmic	rate_non	rate_sil	MutsigCateg_*CpG->T	MutsigCateg_*CpG->A	MutsigCateg_*Cp(A/C/T)->(A/T)	MutsigCateg_A->(C/G)	MutsigCateg_flip	SMG_ARID1A_mRNA	SMG_BAP1_mRNA	SMG_CDC27_mRNA	SMG_CLIP4_mRNA	SMG_DDHD1_mRNA	SMG_EPHA2_mRNA	SMG_FTH1_mRNA	SMG_HLA-B_mRNA	SMG_IDH1_mRNA	SMG_IDH2_mRNA	SMG_KRAS_mRNA	SMG_MLL3_mRNA	SMG_MUC21_mRNA	SMG_MUC2_mRNA	SMG_PBRM1_mRNA	SMG_PCF11_mRNA	SMG_PDGFD_mRNA	SMG_RNPC3_mRNA	SMG_RUFY1_mRNA	SMG_SPTA1_mRNA	SMG_TBX20_mRNA	SMG_TP53_mRNA	SMG_ZDHHC4_mRNA	SMG_ZNF676_mRNA	Amp_1q22   	Amp_11q13.3	Amp_12q13.2	Del_1p36.21 	Del_3p25.3  	Del_3p13    	Del_4q34.3  	Del_5q13.3  	Del_6q13    	Del_9p21.3  	Del_9q21.11 	Del_10q26.12	Del_11q25   	Del_12q24.13	Del_13q21.32	Del_14q22.1 	Del_14q32.11	Del_14q32.13	Del_14q32.33	Del_16q23.1 	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	mRNA_CNMF_BMPR1B_3.79_1	mRNA_CNMF_TNNI1_-1.73_1	mRNA_CNMF_TRIM45_-1.83_1	mRNA_CNMF_LASS2_-1.57_1	mRNA_CNMF_CALY_4.74_1	mRNA_CNMF_CPSF2_0.73_1	mRNA_CNMF_RIC8B_-1.77_1	mRNA_CNMF_SETD3_0.79_1	mRNA_CNMF_YY1_0.57_1	mRNA_CNMF_UGT2A1_-2.28_1	mRNA_CNMF_ABCG8_4.71_5	mRNA_CNMF_SLC25A18_3.88_5	mRNA_CNMF_FGA_4.09_5	mRNA_CNMF_CREB3L3_4.7_5	mRNA_CNMF_PLG_7.49_5	mRNA_CNMF_NMU_-4.12_5	mRNA_CNMF_OR11A1_-3.79_5	mRNA_CNMF_ZNF233_-1.48_5	mRNA_CNMF_NAP1L6_-2.79_5	mRNA_CNMF_FOLR3_-2.01_5	Amp_CCND1_11q13.3_mRNA	Amp_MUC1_1q22_mRNA	Del_AKT1_14q32.11_mRNA	Del_ALDH2_12q24.13_mRNA	Del_ANKS1B_12q24.13_mRNA	Del_ARHGEF12_11q25_mRNA	Del_ARID1A_1p36.21_mRNA	Del_ATM_11q25_mRNA	Del_AXIN1_16q23.1_mRNA	Del_BAP1_3p13_mRNA	Del_BCL11B_14q32.11_mRNA	Del_BCL7A_12q24.13_mRNA	Del_BTG1_12q24.13_mRNA	Del_CACNA1D_3p13_mRNA	Del_CBFA2T3_16q23.1_mRNA	Del_CBFB_16q23.1_mRNA	Del_CBL_11q25_mRNA	Del_CCNB1IP1_14q32.33_mRNA	Del_CDH1_16q23.1_mRNA	Del_CDH11_16q23.1_mRNA	Del_CDKN2A_9p21.3_mRNA	Del_CIITA_16q23.1_mRNA	Del_CNTN4_3p25.3_mRNA	Del_CREBBP_16q23.1_mRNA	Del_CTNNB1_3p25.3_mRNA	Del_CYLD_16q23.1_mRNA	Del_DDX10_11q25_mRNA	Del_DDX6_11q25_mRNA	Del_DICER1_14q32.11_mRNA	Del_ERCC4_16q23.1_mRNA	Del_FANCA_16q23.1_mRNA	Del_FANCC_9q21.11_mRNA	Del_FANCD2_3p25.3_mRNA	Del_FGFR2_10q26.12_mRNA	Del_FHIT_3p13_mRNA	Del_FLI1_11q25_mRNA	Del_FOXA1_14q32.33_mRNA	Del_FOXP1_3p13_mRNA	Del_FUS_16q23.1_mRNA	Del_GNAQ_9q21.11_mRNA	Del_GOLGA5_14q32.11_mRNA	Del_GPHN_14q32.11_mRNA	Del_HERPUD1_16q23.1_mRNA	Del_IL21R_16q23.1_mRNA	Del_IL6ST_5q13.3_mRNA	Del_KCNJ5_11q25_mRNA	Del_KLF4_9q21.11_mRNA	Del_KTN1_14q32.33_mRNA	Del_MAF_16q23.1_mRNA	Del_MAX_14q32.11_mRNA	Del_MDS2_1p36.21_mRNA	Del_MITF_3p13_mRNA	Del_MLH1_3p25.3_mRNA	Del_MYD88_3p25.3_mRNA	Del_MYH11_16q23.1_mRNA	Del_NFKB2_10q26.12_mRNA	Del_NIN_14q22.1_mRNA	Del_NR4A3_9q21.11_mRNA	Del_NT5C2_10q26.12_mRNA	Del_OMD_9q21.11_mRNA	Del_PAFAH1B2_11q25_mRNA	Del_PALB2_16q23.1_mRNA	Del_PBRM1_3p13_mRNA	Del_PCSK7_11q25_mRNA	Del_PDE4D_5q13.3_mRNA	Del_PHF3_6q13_mRNA	Del_PIK3R1_5q13.3_mRNA	Del_POU2AF1_11q25_mRNA	Del_PPARG_3p25.3_mRNA	Del_PTEN_10q26.12_mRNA	Del_PTPN11_12q24.13_mRNA	Del_RAF1_3p25.3_mRNA	Del_SDHB_1p36.21_mRNA	Del_SDHD_11q25_mRNA	Del_SETD2_3p13_mRNA	Del_SH2B3_12q24.13_mRNA	Del_SOCS1_16q23.1_mRNA	Del_SRGAP3_3p25.3_mRNA	Del_SUFU_10q26.12_mRNA	Del_SYK_9q21.11_mRNA	Del_TAL2_9q21.11_mRNA	Del_TCF7L2_10q26.12_mRNA	Del_TCL1A_14q32.11_mRNA	Del_TCL6_14q32.11_mRNA	Del_TLX1_10q26.12_mRNA	Del_TNFRSF17_16q23.1_mRNA	Del_TRAF7_16q23.1_mRNA	Del_TRIP11_14q32.11_mRNA	Del_TSC2_16q23.1_mRNA	Del_TSHR_14q32.11_mRNA	Del_VHL_3p25.3_mRNA	Del_VTI1A_10q26.12_mRNA	Del_WWOX_16q23.1_mRNA	Del_XPA_9q21.11_mRNA	Del_XPC_3p25.3_mRNA
TCGA-3X-AAV9	72	1	339	NA	bile duct	stage i	t1	n0	m0	male	2010	no	cholangiocarcinoma; intrahepatic	r0	asian	not hispanic or latino	1	1	1	1	1	1	1	1	1	1	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	4	0	0	0	0	0	0	4.473403e-06	1.179036e-06	16.2650602409639	7.2289156626506	54.8192771084337	11.4457831325301	10.2409638554217	10.831301	10.305663	10.303179	 9.699133	 8.527790	10.749270	15.190587	15.637950	10.424716	11.177592	10.202800	10.447954	 1.122673	 3.370583	 9.808273	 9.994554	 9.881704	 7.099928	10.125463	 1.707613	 3.029541	 9.517111	 9.948402	 1.707613	-0.0234290	 0.1029300	 0.1137400	-0.0234290	-0.1400000	-0.1385800	-0.0088467	-0.0421100	-0.0714720	-0.3946400	-0.1282300	 0.1263800	 0.1071600	 0.1137400	-0.0037758	 0.0837760	 0.0907200	 0.0907200	 0.0907200	 0.0759910	 0.126	 0.126	 0.103	 0.103	 0.114	 0.114	 0.000	 0.000	 0.000	 0.000	 0.000	-0.149	 0.107	-0.257	-0.257	 0.000	 0.000	 0.000	 0.000	 0.242	 0.242	-0.146	 0.000	 0.000	 0.000	-0.020	 0.120	-0.109	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.026	 0.117	-0.137	-0.137	 0.000	 0.000	 0.126	 0.126	 0.103	 0.103	 0.114	 0.114	 0.000	 0.000	 0.000	 0.000	 0.000	-0.149	 0.107	-0.257	-0.257	 0.000	 0.000	 0.000	 0.000	 0.242	 0.242	-0.146	 0.000	 0.000	 0.000	-0.020	 0.120	-0.109	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.026	 0.117	-0.137	-0.137	 0.000	 0.000	 7.1833446	 6.3025567	 6.7151054	11.8084922	 4.8505694	10.0984963	 8.4309873	10.5441873	10.2634781	NA	 3.0295412	 4.1226479	 9.9412306	 4.4802005	NA	 4.4080529	NA	 3.7664998	 1.7076131	 0.1226065	12.88009	11.69937	11.8649578	11.3189431	 1.7076131	11.9600792	10.8313012	10.0541246	10.0992125	10.3056634	 8.5489132	 9.4034192	12.5014851	 6.8021286	 8.9837353	10.2454764	 9.3075237	 9.8420373	12.9514791	10.6844137	 5.5149649	 8.6656802	 7.9300034	11.1092015	13.1584716	10.2679437	 9.2034660	11.6019234	10.3484583	 7.5531009	 7.2791862	 7.7772843	 6.8300081	10.0400205	 4.6462087	 9.6064641	 8.2337841	10.2609201	12.1371920	10.2589987	10.5882148	 8.4663449	12.7563248	 6.5126457	 9.6627764	 6.7736997	 9.6334125	12.3031792	10.5676632	10.5681806	 1.4445611	 8.0680920	 9.0022316	10.1063546	12.9146933	11.1612245	10.0459758	 6.5572768	11.2154055	 6.4624990	 8.9364295	 8.1670422	 9.8082732	 9.6020548	 8.8719145	10.9150320	10.6264741	10.5047320	 8.8248210	11.1813166	11.3220140	10.6584098	 9.8900052	10.3882634	10.4372316	10.2493529	 7.6579236	 7.1994643	 9.7647001	 9.6877504	 0.7076131	 9.9681384	 6.4172686	 6.1450171	 7.6422850	 6.8775357	11.5809063	 9.4845921	10.7188382	 3.6462087	 9.2673066	 8.9425242	 8.3987728	 7.8573578	 9.8607406
TCGA-3X-AAVA	50	1	445	NA	bile duct	stage ii	t2b	nx	m0	female	2012	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	2	2	2	2	2	2	2	1	2	1	0	0	0	0	4	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	2.739526e-06	6.935508e-07	16	6	53	14	11	10.3111129	 8.7111390	 9.7989492	 8.2268929	 6.2268919	 9.8773415	14.8067700	14.4540361	11.4898124	12.4363461	 9.8703083	10.3955936	NA	NA	 8.8658950	10.1205068	13.0808807	 8.4737070	11.2237920	-0.8064175	NA	11.1130780	10.1130780	 4.6197358	 1.38930000	-0.01422800	-0.00539920	-0.79661000	-0.78235000	-0.78235000	 0.01195800	 0.07613500	-0.78387000	-0.36034000	-0.02507200	-0.17028000	-0.02219500	-0.00539920	 0.00083195	-1.29290000	-0.79411000	-0.79411000	-0.79411000	-0.04969500	 0.000	-0.145	 0.000	 0.000	 0.000	 0.000	 0.000	-0.781	 0.000	 0.000	 0.000	 0.000	 0.000	-0.413	-0.600	 0.000	 0.000	 0.000	 0.412	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.775	 0.000	 0.000	 0.000	 0.269	 0.269	 0.000	-0.784	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.123	-0.123	 0.000	-0.145	 0.000	 0.000	 0.000	 0.000	 0.000	-0.781	 0.000	 0.000	 0.000	 0.000	 0.000	-0.413	-0.600	 0.000	 0.000	 0.000	 0.412	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.775	 0.000	 0.000	 0.000	 0.269	 0.269	 0.000	-0.784	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.123	-0.123	 5.1934682	 8.8118554	 7.7557121	14.6226149	 0.1934564	 9.4246910	10.2588859	10.1264226	 9.4555646	 2.8939058	 1.7784189	 4.1476649	10.7647483	 2.8939058	 6.0882879	NA	-0.8064175	 4.1476649	NA	NA	11.47656	 7.77467	11.0818325	10.1219881	 2.6528995	12.4876597	10.3111129	 9.4437680	10.2248263	 8.7111390	 5.9878847	 9.9425012	13.3973530	 7.8337149	 6.7170320	10.0120520	 9.5488208	10.0381755	14.0792137	 9.1153106	 7.0822129	 7.0263597	 6.8658953	11.0303090	11.9911029	 9.0761128	 8.8799704	11.6516200	 9.1534717	 7.1063588	 7.5842838	 9.5964818	 7.5900743	12.1732521	 4.1476649	 8.1962849	 8.1359842	 9.4413972	12.2779459	10.2895259	 9.6134298	 7.6197343	12.2468866	 4.8712621	10.6838192	 4.4413972	 8.2809327	12.0778310	 9.3444863	 9.7081838	-0.8064175	 9.3571194	 8.7933825	 9.4788719	10.5345104	10.2109741	 9.1242071	 4.9748275	10.4390224	 4.0008203	 8.6853228	 8.5728480	 8.8658950	 9.8744533	 6.9077151	10.2762840	10.1440256	 7.1182818	 6.3633954	10.4408039	11.7287451	10.1293714	10.3026474	11.4493835	10.4342610	 9.6982886	 4.6528995	 5.3019936	 9.0622923	 9.1476659	 4.1003638	 8.9797393	 4.2378620	-0.8064175	NA	 2.7784399	11.1871653	 9.6518763	10.2011978	-0.8064175	 8.9383034	 8.1984485	 6.3733785	 8.4765579	10.1033628
TCGA-3X-AAVB	70	0	NA	402	bile duct	stage ivb	t3	n1	m1	female	2012	NA	cholangiocarcinoma; distal	r0	white	not hispanic or latino	1	1	NA	NA	1	1	1	1	1	1	0	0	0	0	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	0	0	0	0	0	0	0	0	4	5	4	0	0	0	0	4	4	0	3.016946e-06	6.588733e-07	20.5607476635514	7.47663551401869	60.7476635514019	4.67289719626168	6.54205607476635	10.764974	10.578478	10.404131	 8.851417	 8.639113	13.526223	15.097825	16.169145	11.324315	10.388517	10.614270	 9.796473	 3.959631	 2.544584	10.357843	 9.916010	 9.725334	 7.447473	10.529964	NA	NA	10.349802	10.075978	 3.959631	 0.0025872	 0.2797300	-0.2980800	 0.0000000	 0.1216200	 0.1216200	 0.2238600	-0.3099500	-0.3117100	-0.8735600	-0.0188130	-0.3083100	 0.2873300	-0.2980800	 0.2666600	 0.2644600	 0.2644600	 0.2644600	 0.2644600	 0.2354500	-0.302	-0.302	 0.280	 0.280	-0.011	-0.298	 0.267	 0.264	-0.301	 0.235	 0.235	-0.293	-0.293	 0.100	-0.228	 0.253	 0.253	 0.000	 0.000	-0.300	 0.000	-0.308	 0.264	 0.000	 0.000	 0.122	 0.122	 0.224	 0.224	 0.272	 0.272	 0.000	-0.263	 0.281	 0.281	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.302	-0.302	 0.280	 0.280	-0.011	-0.298	 0.267	 0.264	-0.301	 0.235	 0.235	-0.293	-0.293	 0.100	-0.228	 0.253	 0.253	 0.000	 0.000	-0.300	 0.000	-0.308	 0.264	 0.000	 0.000	 0.122	 0.122	 0.224	 0.224	 0.272	 0.272	 0.000	-0.263	 0.281	 0.281	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 6.6320588	 6.4514864	 6.5595469	11.9705113	 4.8665223	10.5147019	 8.0629215	10.8261398	10.2617012	-1.0403782	NA	 3.0471021	11.1131856	 2.1295468	-0.0403782	 6.9596334	NA	 4.7669873	 2.5445843	 1.2815499	12.50049	15.31828	11.9008646	11.7366833	 4.3859004	12.3733937	10.7649744	 9.9687624	 9.9447639	10.5784779	 7.0681581	 8.2860628	11.7481480	 7.5483480	 5.7409923	10.7877700	 9.4674283	 9.5304379	13.6685558	11.6437247	 4.3519534	 8.4890640	 6.5294899	10.9203596	13.5896134	10.3363016	 9.3583771	11.3014303	10.3879937	 7.2357577	 7.0724896	 7.7540497	 8.1617572	 9.5807696	 5.8784973	 9.1358067	 5.2075610	10.6263014	11.8618202	10.6061923	10.8326931	 7.9879262	11.8661484	 6.2338957	 8.8453298	 5.4353686	10.2531052	12.5085758	10.0523908	10.5118223	NA	 8.8222709	 9.6052919	11.1239120	10.4138403	10.6794502	 9.4987924	 6.7988372	10.4469712	 6.0257221	 8.7956838	 8.1763796	10.3578428	10.7298432	 8.4748996	10.3166357	 9.5445961	 6.5669643	10.5948982	10.7694017	10.6518131	10.8725229	10.0504076	10.5511559	10.6075416	 9.6824411	 7.2905507	 6.5962583	 8.4890640	10.5380062	-0.0403782	10.1599191	NA	 1.9596218	-0.0403782	 4.7409923	11.2940912	 9.9181863	10.7806102	 0.9596218	 9.7360667	 8.3725843	 7.2994837	 7.8514174	10.0517300
TCGA-3X-AAVC	72	0	NA	709	bile duct	stage i	t1	n0	m0	female	2012	no	cholangiocarcinoma; hilar/perihilar	r0	white	not hispanic or latino	1	1	1	3	1	3	3	2	3	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	3.987917e-06	1.387102e-06	19.4968553459119	4.40251572327044	55.9748427672956	11.9496855345912	8.17610062893082	11.4347453	10.1123910	10.4999990	 7.6082326	 7.5338078	10.6895186	14.8955706	15.9418830	12.6744418	10.2465974	10.0009335	10.6514047	NA	-0.8756719	 8.5210213	 9.9245075	 8.6162695	 7.4508459	 9.6332016	-0.8756719	 0.7093789	10.6356750	 9.9808420	NA	 0.0818420	-0.3072100	-0.0138150	 0.0818420	-0.4671700	-0.4671700	-0.0388640	-0.4736300	-0.0008316	-0.4557600	-0.4557600	 0.0367940	-0.4879600	-0.0239460	 0.3908100	-0.0022168	-0.0022168	-0.0022168	-0.0022168	 0.8048000	-0.485	 0.000	 0.000	 0.000	 0.000	 0.000	 0.391	 0.000	 0.394	 0.805	 0.805	-0.453	 0.000	 0.389	-0.077	-0.244	-0.244	 0.000	 0.268	-0.430	 0.408	-0.264	-0.339	 0.000	 0.000	-0.467	 0.834	 0.000	 0.000	 3.657	-0.465	 3.657	 3.657	 0.429	 0.429	 0.137	 1.062	-0.456	-0.456	 0.000	 0.000	-0.485	 0.000	 0.000	 0.000	 0.000	 0.000	 0.391	 0.000	 0.394	 0.805	 0.805	-0.453	 0.000	 0.389	-0.077	-0.244	-0.244	 0.000	 0.268	-0.430	 0.408	-0.264	-0.339	 0.000	 0.000	-0.467	 0.834	 0.000	 0.000	 3.657	-0.465	 3.657	 3.657	 0.429	 0.429	 0.137	 1.062	-0.456	-0.456	 0.000	 0.000	 7.6751632	 6.4642664	 6.3240887	12.3375207	 4.6479764	10.3829825	 8.2012320	10.6172711	10.3320410	NA	 0.1244605	 2.2943414	 8.1159384	 7.9886029	 5.3723427	 2.2943414	NA	 4.6162695	NA	 2.9317776	10.23803	12.02226	12.039922	11.199896	 7.101696	11.986279	11.434745	 9.380625	10.536986	10.112391	 8.775468	 8.409819	12.129515	 6.976165	 5.314240	10.873867	 8.761041	 9.182408	14.653359	 8.206566	 9.410974	 7.796842	 4.481971	12.113101	12.138079	 9.699956	 8.333870	11.016580	10.285548	 7.731747	10.216784	 7.232941	 8.651893	11.085143	 5.516734	 7.859126	 9.902494	 9.286808	12.547007	 9.657746	10.413859	 9.127232	11.728275	 6.310976	 8.470930	 2.931778	 7.037305	11.759001	11.824639	 9.794187	NA	 9.801255	 8.860819	10.076430	 9.944045	10.285548	 9.589983	 7.284287	10.001701	NA	 7.824856	 8.753773	 8.521021	 8.743646	 7.490739	10.838233	 9.623266	 8.010113	 7.941400	10.095960	11.685943	10.757412	11.355638	12.013540	10.427055	 9.110259	 7.771875	 4.796842	 9.128637	 9.586919	 1.124394	 9.877633	 2.124427	 9.416738	 5.550682	 4.796842	11.842517	 9.701845	10.927740	 4.372346	 9.402866	 8.048279	 9.120184	 7.274164	 9.726187
TCGA-3X-AAVE	60	0	NA	650	bile duct	stage ii	t2	n0	m0	male	2013	no	cholangiocarcinoma; intrahepatic	r0	asian	not hispanic or latino	1	1	NA	NA	3	2	1	1	4	3	0	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2.982269e-06	8.669386e-07	28.3185840707965	4.42477876106195	45.1327433628319	15.929203539823	6.19469026548673	10.413430	10.815292	10.134570	10.014334	 7.977845	 9.347460	15.174799	16.050068	11.801786	12.171552	 9.661817	11.059732	NA	NA	 9.342876	 9.965971	11.264156	 8.447645	11.292066	 1.854474	NA	10.674641	10.023671	 0.632082	 0.14682	-0.10697	 0.14370	-0.48418	-0.31669	-0.32007	-0.26167	-0.27619	 0.00000	-0.14888	-0.14888	-0.37223	-0.10697	 0.14429	-0.22562	-0.80019	-0.36045	-0.36045	-0.36045	-0.15349	 0.000	 0.000	-0.107	-0.107	 0.144	 0.144	-0.226	-0.340	 0.000	-0.153	-0.153	-0.368	-0.143	-0.167	-0.167	 0.000	 0.000	 0.147	 0.147	-0.353	-0.132	-0.115	 0.000	 0.000	 0.000	-0.175	 0.145	-0.048	-0.262	 0.557	 0.557	 0.000	 0.000	 0.000	 0.000	 0.209	 0.209	-0.149	-0.149	 0.000	 0.000	 0.000	 0.000	-0.107	-0.107	 0.144	 0.144	-0.226	-0.340	 0.000	-0.153	-0.153	-0.368	-0.143	-0.167	-0.167	 0.000	 0.000	 0.147	 0.147	-0.353	-0.132	-0.115	 0.000	 0.000	 0.000	-0.175	 0.145	-0.048	-0.262	 0.557	 0.557	 0.000	 0.000	 0.000	 0.000	 0.209	 0.209	-0.149	-0.149	 0.000	 0.000	 3.29503236	 8.77672812	 7.44798659	13.45324591	-0.95288045	 9.40355938	10.46495992	 9.65997592	 9.59207183	NA	 2.04711955	 4.66181799	14.02581782	 4.63207041	 6.55490191	-0.95288045	 4.74754853	 5.11319623	-0.95288045	 0.04711955	12.45004	 9.62548	10.94872852	12.22250096	 3.63207041	12.38890414	10.41342960	10.26445926	 9.88236824	10.81529170	 7.02438728	 9.79025872	13.42526671	 6.00130460	 6.43081214	 9.72129968	 9.30331613	 8.89573037	13.77816116	 8.59207164	 9.63300882	 9.76478370	 6.47337131	10.83867725	11.82782962	10.56870783	 8.73010190	11.46601409	 9.68282556	 7.42648534	 8.33595035	 8.35088792	 8.37802428	12.28864368	 4.69096457	 8.69276578	 9.57751361	10.78012265	11.91148697	 9.67190280	10.10306758	 7.43512433	11.53016733	 7.09684690	10.19939224	 4.74754853	 8.68191830	11.99108727	 9.11050236	10.22452691	 1.63208205	11.06739288	 9.08876651	10.06391571	11.61975074	11.61006523	 8.67464108	 5.81529106	10.02367148	 3.50653847	 8.99255121	 8.30213578	 9.34287626	10.12400974	10.33642890	10.83786308	 9.25290050	 8.00710914	 6.30449461	10.57213867	12.17832125	10.29681345	 9.49315674	10.08053043	10.43673871	10.35999032	 7.35088792	 6.80865920	 9.58529627	 9.56280718	 3.80199671	 8.87999731	 7.62453595	 2.85445452	NA	 4.25655782	11.47540995	 8.99108727	10.89063592	 0.04711955	 9.19431216	 8.31623401	 7.33250924	 7.76820683	10.12592536
TCGA-4G-AAZF	74	0	NA	1777	bile duct	stage iii	t3	n0	mx	female	2010	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-4G-AAZG	75	0	NA	1716	bile duct	stage iii	t3	n0	mx	male	2011	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-4G-AAZO	71	0	NA	1177	bile duct	stage ii	t2a	n0	m0	female	2012	no	cholangiocarcinoma; intrahepatic	r1	white	not hispanic or latino	2	2	NA	NA	4	3	4	3	5	4	6	6	0	4	0	0	0	0	0	0	0	0	7	0	0	0	0	4	0	0	0	6	7	6	0	4	0	0	0	0	0	0	0	0	7	0	0	4	0	0	6.015455e-06	1.810206e-06	6.55172413793103	15.5172413793103	68.6206896551724	5.51724137931035	3.79310344827586	10.097190	 8.778088	 9.417534	 6.857725	 7.474396	10.925567	14.708826	15.282184	10.410266	11.028243	10.254615	10.205075	NA	NA	 9.057033	10.166771	12.262708	 8.687950	10.253600	NA	NA	10.658960	10.645095	-0.219102	 1.1586000	 0.0181030	 0.0349070	-0.8419500	-0.8229000	-0.8229000	-0.3569200	 0.0452820	 0.0606510	-0.3833600	-0.8184300	-0.0289010	 0.0095883	-0.8234200	 0.0428740	-0.3802200	-0.3802200	-0.3802200	-0.3802200	 0.0093098	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.380	 0.000	 0.000	 0.000	-0.393	 0.000	 0.000	 0.000	 0.000	 0.000	 0.489	 0.489	 0.000	 0.000	-0.391	 0.000	 0.000	-0.354	-0.821	 0.000	 0.000	-0.357	 0.000	 0.000	 0.000	-0.815	 0.000	-0.375	 0.000	 0.000	-0.384	-0.384	-0.179	-0.179	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.380	 0.000	 0.000	 0.000	-0.393	 0.000	 0.000	 0.000	 0.000	 0.000	 0.489	 0.489	 0.000	 0.000	-0.391	 0.000	 0.000	-0.354	-0.821	 0.000	 0.000	-0.357	 0.000	 0.000	 0.000	-0.815	 0.000	-0.375	 0.000	 0.000	-0.384	-0.384	-0.179	-0.179	 9.838901	 7.965784	 7.669652	15.155541	NA	 9.408443	 9.219701	 9.723423	 9.930656	NA	 6.410265	 3.240345	 7.915335	 1.780898	NA	NA	NA	 4.868371	NA	NA	13.10504	10.69455	11.851365	 9.730736	 3.240345	12.946287	10.097190	 9.530778	10.305451	 8.778088	 5.066313	10.183921	12.637918	 9.740911	 4.588265	10.248514	 9.686296	 9.803277	14.923215	 8.346963	 5.711646	 7.522376	 6.350764	10.828033	11.601483	 9.373366	 8.572072	11.723790	 9.711646	 6.288704	 5.619862	 8.881571	 6.780908	12.225406	 5.207174	 7.280755	10.284735	 9.380822	11.964234	 9.708687	10.558986	 8.296609	11.262708	 3.365874	10.453334	 2.102826	 8.410266	11.923335	 7.950834	 9.593086	NA	11.506701	 8.641996	 9.856388	 6.318827	11.291673	 8.940780	 7.417534	 9.925567	NA	 9.096059	 8.284735	 9.057033	 9.530812	 5.535798	10.616959	 9.970733	 0.780898	 7.111826	10.388239	10.677241	10.047695	 9.698281	10.787936	10.233150	 8.601088	 5.803276	 4.638891	 8.502008	 8.323941	 1.365860	10.189239	NA	 0.780898	NA	NA	11.120202	 9.772431	10.856388	NA	 8.970733	 8.426783	 6.508830	 7.645095	 9.246475
TCGA-4G-AAZR	74	1	28	NA	bile duct	stage ii	t2a	n0	mx	male	2013	no	cholangiocarcinoma; hilar/perihilar	r1	white	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-4G-AAZT	62	0	NA	420	bile duct	stage i	t1	n0	m0	male	2013	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	3	3	3	3	4	3	3	2	4	3	5	5	0	0	0	4	0	0	0	0	0	0	7	0	0	0	0	0	0	0	0	5	7	5	0	0	4	0	0	0	0	0	0	4	7	0	0	0	0	0	3.051624e-06	1.387102e-06	22.4806201550388	6.97674418604651	44.1860465116279	18.6046511627907	7.75193798449612	 8.8904336	 9.3779699	 8.9069636	 6.8662169	 6.2354514	 8.2924822	16.1276634	15.6151753	10.4821534	11.4281417	 8.6233295	 8.8320017	 0.2813125	 0.2813125	 7.5620256	 8.8106854	10.3627382	 6.0091747	11.2245022	NA	NA	11.3133005	10.6199912	NA	 0.513330	-0.036054	 0.318510	-0.581050	-0.568430	-1.292900	-0.021274	 0.305210	-0.584020	 0.011958	 0.011958	-0.026304	-0.030540	 0.318510	-0.033405	-0.578810	-0.578810	-0.578810	-0.578810	 0.305210	 0.000	 0.000	 0.000	 0.000	 0.319	 0.319	 0.000	-0.579	 0.000	 0.305	 0.305	 0.000	 0.000	 0.312	 0.312	 0.314	 0.314	 0.517	 0.517	 0.296	 0.296	 0.300	-0.446	 0.000	 0.000	-0.228	 0.341	 0.000	 0.000	 1.097	 0.305	 0.328	-0.583	 0.000	 0.000	 0.311	 0.311	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.319	 0.319	 0.000	-0.579	 0.000	 0.305	 0.305	 0.000	 0.000	 0.312	 0.312	 0.314	 0.314	 0.517	 0.517	 0.296	 0.296	 0.300	-0.446	 0.000	 0.000	-0.228	 0.341	 0.000	 0.000	 1.097	 0.305	 0.328	-0.583	 0.000	 0.000	 0.311	 0.311	 0.000	 0.000	 0.000	 0.000	 4.5666569	 8.4233618	 8.8643375	13.3979237	NA	 8.8454044	10.2245022	 9.1911478	 8.4411261	 0.2813125	 5.5666569	 5.1392362	10.5672349	 3.7406901	 2.9816883	NA	 3.9816974	 6.3897785	NA	 3.4511847	12.3548	13.4310	10.8406319	12.7131441	 2.2812531	11.1423417	 8.8904336	 8.1173049	10.6199912	 9.3779699	 3.7406901	10.1821216	13.6293605	 6.1516194	 6.3146784	 9.4348069	 7.6076847	 9.6519422	13.8175627	 6.3580709	 8.3174284	 8.6344016	 5.9106104	10.5070648	11.5070647	 9.1361232	 9.0361423	10.9924916	 8.5386425	 6.1014337	 6.5471043	 9.2223025	 6.6906462	12.9053648	 5.7406875	 7.5196598	 5.4710801	10.0049158	12.8195650	 9.3700431	 9.3753325	 7.7406861	10.9580934	 4.7884143	 4.3256455	-0.7188062	 6.9747415	10.2826630	 8.2354509	 9.5655006	 1.8662354	 9.3673909	 8.1516194	 8.8396756	11.0241915	11.7247164	 7.7569886	 6.7324659	 9.3036225	 4.2354514	 4.9816929	 7.3687177	 7.5620256	 8.8596842	 9.4266902	 9.6222175	 9.9106114	 4.7075193	 6.9886143	 9.9214997	10.1993726	 9.8077540	10.3533874	10.2477602	 9.4499270	 7.8549020	 8.6799983	 4.8662156	 9.1760726	 8.6321940	 4.9536796	 8.4561807	 3.3687125	NA	NA	 1.2812531	10.9028488	 8.3660634	10.7437570	NA	 6.5850361	 7.7365819	 7.7406861	 8.8358436	 9.2670968
TCGA-W5-AA2G	62	0	NA	1976	bile duct	stage i	t1	n0	m0	female	2008	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	4	2	2	2	5	4	2	4	3	5	0	0	0	0	7	0	4	4	0	0	0	0	0	0	4	0	5	0	0	0	0	0	0	0	0	0	0	4	4	0	0	7	0	0	0	4	0	0	0	0	3.007727e-06	9.190278e-07	22.0689655172414	6.89655172413793	53.7931034482759	12.4137931034483	4.82758620689655	10.36961970	 8.99499119	10.29991637	10.22982702	 7.86635660	10.00827440	14.86772376	14.92418903	12.26698671	11.50436541	 9.46529988	10.60494234	NA	 0.06873959	 8.98904787	 9.54240084	12.67394315	 6.59225669	10.62950562	NA	-0.93126041	10.52556290	10.72824519	 0.06873959	 0.0000000	-0.0067813	-0.2562400	-0.5260400	 0.0020805	-0.5268500	-0.5274700	 0.2364300	 0.0035134	-0.5200000	-0.5200000	 0.0020805	-0.0067813	-0.2562400	-0.7896700	 0.0062481	-0.5261400	-0.5261400	-0.5261400	 0.2470000	 0.000	 0.000	 0.000	 0.000	-0.256	-0.256	-0.267	 0.000	-0.255	 0.245	 0.245	 0.000	 0.000	-0.247	-0.247	-0.238	 0.000	 0.000	 0.000	 0.000	 0.000	 0.158	 0.267	 0.370	 0.370	 0.000	 0.000	 0.000	 0.000	 0.236	 0.236	 0.000	 0.000	 0.000	 0.000	-0.518	 0.000	-0.520	-0.520	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.256	-0.256	-0.267	 0.000	-0.255	 0.245	 0.245	 0.000	 0.000	-0.247	-0.247	-0.238	 0.000	 0.000	 0.000	 0.000	 0.000	 0.158	 0.267	 0.370	 0.370	 0.000	 0.000	 0.000	 0.000	 0.236	 0.236	 0.000	 0.000	 0.000	 0.000	-0.518	 0.000	-0.520	-0.520	 0.000	 0.000	 3.592254	 7.999432	 7.676025	13.922882	NA	 9.517844	 9.806787	 9.952866	 9.819402	 3.156154	 8.570532	 8.248604	15.743508	11.480471	13.390623	NA	NA	 4.426245	NA	NA	11.729297	 5.850054	11.20760690	13.26375972	 4.42624462	12.88397838	10.36961970	 9.89206234	10.37987586	 8.99499119	 5.65365624	 8.49286143	11.84861965	 9.38271177	 5.52812744	10.59127670	 9.68432487	 9.62232440	14.99090787	 8.37019131	 3.31662366	 7.51163881	 6.79661592	10.90316619	11.76565615	 9.46529988	 8.57252099	11.34452866	10.08759080	 7.09660132	 8.46255748	 8.01997984	 8.65365767	11.76348830	 4.31662366	 9.12533287	 9.96805215	10.15682080	11.76783378	 9.82358267	10.17263865	 8.52607586	12.62974438	 5.75309371	11.61727626	 5.13478361	 8.80678739	12.64056628	 9.29149006	 9.75081198	 0.06873959	10.87765937	 8.93905993	10.20247955	 9.83429627	10.49128562	 9.87846327	 5.88887473	10.37475684	 3.59225370	 9.40408544	 9.01997984	 8.98904787	 9.60961739	 6.36018867	10.77130078	10.15814563	 3.92667315	 7.47808602	10.90435087	11.73002792	10.87040348	10.25666573	10.82023921	10.15880759	10.24049740	 5.88887473	 6.09106296	 8.64612413	 9.27814857	 0.06873959	 9.32608293	 0.06873959	NA	 0.06873959	 0.06873959	11.29981434	 9.14015746	10.54999004	NA	 9.88967188	 8.68895173	 7.61172716	 7.24362053	10.24174761
TCGA-W5-AA2H	70	0	NA	1077	bile duct	stage iii	t3	n0	m0	female	2012	no	cholangiocarcinoma; distal	r0	white	not hispanic or latino	1	1	1	1	3	2	1	1	1	3	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	1.97662e-06	8.32261e-07	17.0731707317073	9.75609756097561	62.1951219512195	8.53658536585366	2.4390243902439	11.3982767	11.2941819	 9.6754769	 8.6886322	 9.9274562	 8.9549370	14.6668816	16.8716249	 9.2058223	11.3169524	 9.2988363	10.3201259	NA	 0.9051198	 9.5561401	11.1116957	 7.4749438	 7.2330156	10.8318785	NA	NA	11.1027146	 9.2801277	 1.9050813	-0.00055444	-0.00318590	 0.00110930	-0.00055444	 0.00000000	 0.00000000	 0.00444110	-0.00520930	 0.00097064	-0.00152430	-0.00152430	-0.00124730	-0.00318590	 0.00110930	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	-0.00595220	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	 1.6420546	 4.6776774	 5.8436874	11.0737605	 3.4900566	 9.9585617	 8.1080283	 9.9549370	 9.4749440	NA	NA	 5.3645199	 0.3200803	 0.3200803	NA	NA	NA	 5.2743213	 1.6420546	NA	9.299322	6.140304	11.6702363	11.0339420	 3.2270171	 9.7661752	11.3982767	11.5665695	10.5567381	11.2941819	10.4900508	 8.5000348	14.3378042	 2.4900566	11.2240077	10.5692393	 9.8495565	 9.7379784	 9.4825172	 8.6170420	 6.6147466	11.2412229	 6.3535491	11.2415949	11.7358676	11.5540451	 8.7442923	12.0699953	 9.8670203	 7.1145419	 9.1716252	 7.4647842	10.0990244	 6.3088104	 7.9890107	11.2389891	 0.9051198	10.9787837	12.9342605	 8.9925512	 9.2902318	 7.4698730	11.9976253	 9.8878443	 5.1781051	 3.5680564	 7.8159807	10.8928261	10.7032901	11.3801462	 6.8199721	 6.2027684	 9.5716082	10.6221935	10.6579206	13.0148102	11.1351088	 7.2270161	10.0300712	 2.7795539	 6.0066257	 7.6008964	 9.5561401	11.2658769	 8.0170935	10.5543445	10.1522247	13.3264519	 6.1530149	10.9823491	10.0092503	11.2552246	10.1498486	10.4913027	10.7537113	10.6588622	10.8308901	 7.3645199	 9.2449384	12.3602443	 2.3201380	 7.3862152	11.3979430	 6.1480718	-0.6799197	 8.4950515	11.0121092	 8.3862152	10.9845731	 3.9639827	 9.7682422	 8.8079660	 6.5869118	 8.5680534	10.7968720
TCGA-W5-AA2I	66	1	1939	NA	bile duct	stage i	t1	n0	m0	male	2005	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	3	3	1	1	4	5	4	3	5	2	0	0	0	0	4	0	0	0	0	0	0	0	2	0	0	0	0	0	4	0	0	0	2	0	0	0	0	0	0	0	0	7	0	0	2	0	0	0	4	0	3.363722e-06	7.282284e-07	20.8333333333333	9.16666666666667	43.3333333333333	15.8333333333333	10.8333333333333	 9.7144932	10.4735789	 9.6779145	 5.6228952	 8.1692265	 9.8256774	15.2838925	13.2375184	12.1862556	12.5206683	 9.5097083	 9.5472746	 0.2653169	-0.7345631	 8.9055895	 9.6704859	11.3894659	 6.7571980	11.1037607	-0.7345631	NA	11.2866716	10.6539001	NA	 0.069669	-0.062495	 0.037359	-0.794440	-0.758920	-0.761020	-0.741850	 0.004719	-0.745950	-0.755380	-0.755380	-0.706300	-0.062495	 0.037359	-0.746030	 0.000000	-0.807410	-0.807410	-0.807410	 0.012795	-0.706	-0.706	-0.698	 0.000	 0.000	 0.000	-0.746	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.160	-0.160	-0.735	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.746	 0.000	 0.000	 0.000	 0.000	-0.743	-0.746	-0.166	-0.166	-0.706	-0.706	-0.698	 0.000	 0.000	 0.000	-0.746	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.160	-0.160	-0.735	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.746	 0.000	 0.000	 0.000	 0.000	-0.743	-0.746	-0.166	-0.166	 8.7410779	 8.9271225	10.8694345	13.1977439	-0.7345631	 9.4252159	 9.7928215	 9.5227324	 9.7491603	 2.7247812	 3.9091971	 4.9657843	12.8411201	 8.8855643	 7.1662113	NA	 5.2426254	 7.4796639	NA	 0.2653169	12.41521	11.05447	11.1714836	12.3133205	 0.2653169	11.5782275	 9.7144932	 9.6250942	10.3076880	10.4735789	 6.5227322	10.6261916	14.1023318	 7.3042637	 4.6916067	 9.7918439	 8.8408840	10.3868781	14.3908388	 2.9657843	 8.9657843	 5.0202310	 4.4352685	11.0038591	10.7829992	 9.0565074	 9.2397591	11.7119110	 8.7451247	 6.4551694	 8.8937353	 8.7908655	 8.2107882	11.3774582	 6.3206273	 4.9092019	10.5274394	 9.3842856	12.9924141	10.1479876	 8.9360010	 6.8726749	10.5239106	 2.4352819	 4.7247758	 2.7247812	 3.1722315	10.4433869	 9.6937047	 9.0807277	NA	 9.8218507	 8.4427640	 9.0168885	 8.3101483	10.4989643	 8.5530571	 1.8503194	 9.0646261	NA	 6.7810449	 8.6789726	 8.9055895	 9.7937889	 4.3528080	 9.4163612	 9.6063073	 4.3097364	 8.5782274	 9.4893462	11.1021839	10.7113940	 9.8983397	10.7996474	10.2238973	 7.0662442	 7.6228967	 7.1418619	 8.0135376	 6.5507468	 6.1842069	 9.3124685	 0.8503194	NA	-0.7345631	NA	11.3884022	 8.9395369	11.0471141	 3.7889049	 7.9623119	 7.9128031	 7.2019827	 7.2137118	 9.1124020
TCGA-W5-AA2J	66	0	NA	916	bile duct	stage iva	t4	n0	m0	female	2012	no	cholangiocarcinoma; hilar/perihilar	r0	white	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-W5-AA2K	75	1	833	NA	bile duct	stage i	t1	n0	m0	female	2008	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-W5-AA2M	49	1	540	NA	bile duct	stage ivb	t3	n0	m1	male	2006	no	cholangiocarcinoma; hilar/perihilar	r0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-W5-AA2O	57	1	640	NA	bile duct	stage i	t1	n0	m0	male	2006	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	3	2	3	4	5	4	2	4	2	5	0	0	0	4	0	0	4	4	0	0	4	0	0	0	0	0	0	0	6	0	0	0	0	0	0	4	0	4	4	0	0	0	4	0	0	0	0	0	6	0	2.617837e-06	8.633291e-07	8.46153846153846	12.3076923076923	60	13.0769230769231	6.15384615384615	10.0153926	10.2991587	10.2755481	 8.5346095	 8.2559968	 9.9192289	15.6262849	14.4161255	11.8603019	12.3322100	 9.7786748	10.0273466	NA	 0.6911768	 8.1963621	 9.3612780	 9.6090814	 6.9704361	10.1362269	NA	NA	 7.9454532	10.4405228	-0.8937857	 0.0265140	-0.0726750	 0.0328450	-0.7989500	-0.7281500	-0.7250900	-0.6588200	 0.0535210	-0.6947700	 0.0029133	 0.0029133	 0.3528300	-0.7440700	-0.0194960	-0.6650400	 0.0321400	-0.7530500	-0.7530500	-0.7530500	-0.0215710	 0.000	 0.000	 0.000	-0.631	 0.000	 0.000	-0.665	 0.000	 0.000	 0.000	 0.000	-0.228	 0.563	 0.000	 0.000	-0.109	-0.109	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.725	 0.000	-0.675	-0.675	 0.000	 0.000	-0.695	-0.695	 0.426	 0.426	-0.728	-0.728	 0.000	 0.000	-0.231	-0.231	 0.000	 0.000	 0.000	-0.631	 0.000	 0.000	-0.665	 0.000	 0.000	 0.000	 0.000	-0.228	 0.563	 0.000	 0.000	-0.109	-0.109	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.725	 0.000	-0.675	-0.675	 0.000	 0.000	-0.695	-0.695	 0.426	 0.426	-0.728	-0.728	 0.000	 0.000	-0.231	-0.231	 2.5656703	 9.3446543	 7.9949926	13.6985313	NA	 9.3835369	 9.8510833	 9.7901214	 9.7080203	 2.2761691	 6.1937126	 7.4100298	15.3994876	 9.8256383	11.6451659	NA	NA	 4.6298112	 0.1062143	NA	12.471495	 6.373036	11.2147740	13.2263253	NA	11.1115232	10.0153926	 8.8628059	10.6307912	10.2991587	 2.4281692	 8.3870204	12.8593618	 8.6627556	 3.6298112	10.1034289	 8.3518023	10.6424967	13.7715854	 6.6531446	 8.9750721	 6.4812893	 3.5656825	10.5049932	11.4632433	 9.2585342	 8.9595589	10.0450940	 8.5799551	 7.1006024	 9.1930889	 9.5718160	 8.8239261	13.5148446	 3.4985700	 6.6987061	10.2604347	 9.7581981	12.2229183	10.0494970	 9.4921120	 8.0703883	11.1803909	 3.1143337	 7.8307636	 2.9136075	 7.9359724	12.6978887	 8.3612780	 9.9063405	-0.8937857	10.9152137	 9.1048398	 9.5377470	 8.1393697	11.0097548	 9.0310621	 4.0604452	10.7315017	 0.1062143	 7.4145888	 8.7301311	 8.1963621	 9.2227623	 5.3916509	 9.2042816	 9.2985424	 2.5656703	 6.6531446	10.8053882	11.6410387	 9.9136044	10.3683444	 9.9095735	 9.8586302	 9.2016466	 5.0835283	 6.8341702	 8.5940894	10.9642305	 3.4985700	 9.2199918	-0.8937857	NA	-0.8937857	NA	12.2957745	 8.2509076	10.9043162	-0.8937857	 8.3962683	 8.6968365	 6.5408782	 7.9919458	 9.4315549
TCGA-W5-AA2Q	68	0	NA	50	bile duct	stage ii	t2b	n0	m0	male	2006	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	1	3	3	4	6	6	3	2	4	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3.95324e-06	1.179036e-06	10.6666666666667	11.3333333333333	62	9.33333333333333	6.66666666666667	10.6930463	10.6605155	 9.6578659	 8.6654233	 7.6848889	 9.6380297	13.9925430	15.1052202	11.7535068	11.9230772	 9.7121454	10.9304664	 2.2224646	-1.2368434	 9.9779745	10.3142759	 9.9797941	 7.8157253	10.7270280	-1.2368434	-1.2368434	11.6395652	 9.4230440	 0.3480057	 3.6569000	-0.0094046	-0.0100940	-0.9619300	-0.0034627	-0.0034627	-0.9470000	-0.0056757	 0.0102850	 0.0718220	 0.0718220	-0.0287650	-0.0096806	-0.0100940	-0.0040162	-0.0052610	-0.0052610	-0.0052610	-0.0052610	-0.0246610	 0.845	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.868	 0.000	 0.000	 0.000	 0.000	-0.938	 0.000	 0.000	 0.000	 2.931	 0.292	 0.292	 0.000	 0.000	 0.000	 0.825	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.833	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.165	 0.165	 0.845	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.868	 0.000	 0.000	 0.000	 0.000	-0.938	 0.000	 0.000	 0.000	 2.931	 0.292	 0.292	 0.000	 0.000	 0.000	 0.825	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.833	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.165	 0.165	 1.7630291	 6.6578658	 8.4669517	14.3868440	NA	 9.9966680	 9.1671253	 9.9203951	10.0192570	-0.2370134	-0.2370134	 2.8505194	10.1734996	 4.0109767	 0.3480057	 2.2224646	NA	 6.8923315	 0.3480057	 3.8923327	13.74807	12.96318	11.6447358	11.4084815	 4.0109767	12.3469537	10.6930463	10.1255400	10.6646694	10.6605155	 3.6210321	10.4082563	12.6381256	 9.5476831	 5.1893146	11.0931248	10.0192570	 8.9663961	13.7962561	 9.2817015	 6.5895972	 6.0484498	 5.4354752	12.0586737	12.7500351	 9.9725015	 8.9578052	11.6614607	10.2929668	 7.8663362	 7.2532575	 8.4909688	 7.6548322	13.2033984	 6.5509514	 7.5476827	 9.4014841	11.1045670	12.7157895	10.0776314	10.5083024	 7.9329730	10.5538040	 3.9329777	10.0097889	 2.6699338	 7.8689565	11.9232348	10.6989500	 9.9828218	 1.0849487	 6.8291379	 9.2428285	10.1134350	11.1977547	12.2237601	 9.3960434	 4.6937880	11.3733811	 2.8505194	 9.0157136	 8.5476831	 9.9779745	 9.4707697	 4.2224800	10.9448217	10.6057915	 3.2224800	 3.1553607	11.5503387	11.9820655	11.0233798	 9.0565199	10.2992955	11.0330515	 8.8047073	 4.0484542	 7.4600160	10.1887886	 9.4230440	NA	10.6380296	-0.2370134	 1.5704144	NA	-0.2370134	11.5444674	10.4434077	12.0183719	 0.3480057	 9.4212597	 9.1275768	 7.4495490	 8.1337356	 9.9978657
TCGA-W5-AA2R	77	0	NA	1542	bile duct	stage i	t1	n0	m0	female	2006	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	2	1	2	2	3	2	1	1	1	3	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3.051624e-06	9.016161e-07	15.7894736842105	5.26315789473684	61.4035087719298	9.64912280701754	7.89473684210526	10.749663	 8.696764	 9.924661	 9.189297	 8.526236	 9.695960	14.527113	15.797261	10.513053	12.065376	 9.810385	10.235975	 2.472774	-1.112163	 9.258488	10.464285	10.155172	 8.574668	10.881446	 2.057728	-1.112163	11.529175	 9.965284	 1.209703	 0.68291000	-0.00912860	-0.00912860	-0.57170000	-0.60022000	-0.60785000	-0.60284000	 0.00019634	 0.00652620	-0.00156830	 0.00597000	-0.59857000	-0.00912860	-0.00912860	-0.60061000	-0.00207840	-0.59731000	-0.59731000	-0.59731000	 0.02721600	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.601	 0.000	 0.000	 0.000	 0.000	-0.483	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.680	 0.000	 0.000	 0.000	-0.577	 0.000	 0.000	-0.600	 0.000	-0.600	-0.600	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.273	 0.000	 0.000	-0.103	-0.103	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.601	 0.000	 0.000	 0.000	 0.000	-0.483	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.680	 0.000	 0.000	 0.000	-0.577	 0.000	 0.000	-0.600	 0.000	-0.600	-0.600	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.273	 0.000	 0.000	-0.103	-0.103	 3.6951587	 8.5442253	 8.5207954	14.3688113	NA	 9.9845154	11.5648592	 9.4259892	 9.3716161	NA	NA	 3.2097341	13.6234621	 4.9101666	NA	-1.1121628	 4.3472333	 5.5171560	 0.4727997	 1.4727477	12.860462	 7.581287	10.5734252	12.7527602	 3.0577275	12.6181643	10.7496626	10.9548985	 9.8600622	 8.6967645	 7.9239740	 9.9897760	13.2212352	 6.8126125	 6.6292677	 9.8499733	 9.8629318	10.0419856	13.2639257	 8.8835674	 8.3451812	 9.4481332	 7.1118023	11.4123420	11.6997509	11.0614774	 9.6123142	11.4179628	10.2018170	 7.9884626	 7.6985005	 9.3786512	 7.3224284	12.6285297	 6.6493510	 8.7841326	 8.3119667	10.4342125	12.7792043	10.0788596	 9.9356059	 7.8990276	12.0946621	 7.6339114	10.7666176	 5.0972526	 8.1545868	12.0770071	 8.8126128	 9.9525431	 0.4727997	 8.7442257	 9.1380987	 9.8332442	 9.8129022	11.9366277	10.3130162	 5.6292663	10.5370565	 5.7946914	 9.3472320	 8.6967645	 9.2584878	10.0860243	 7.0216618	11.1496014	 9.5334588	 8.9805575	 6.0067423	10.5729871	12.0241507	10.2758176	10.0400852	10.9828676	10.3721197	10.3088132	 6.7015809	 6.7643170	 9.7481113	 9.4123420	 3.4113584	 8.9511955	 3.1357319	-1.1121628	NA	 6.5244242	11.1395519	 9.9585922	10.9599329	 3.9321935	 9.0170834	 8.1495896	 8.4404693	 9.0362769	10.4172309
TCGA-W5-AA2T	64	1	1220	NA	bile duct	stage ii	t2	n0	m0	female	2008	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	3	3	NA	NA	6	5	3	2	4	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2.39275e-06	1.179036e-06	24.0384615384615	5.76923076923077	49.0384615384615	13.4615384615385	7.69230769230769	10.543509	10.628933	 9.600417	 8.189872	 7.597714	 9.853215	14.599179	13.736351	10.824993	11.847539	 9.757989	10.056490	NA	NA	 9.059767	 9.465611	10.507007	 8.115217	10.710415	NA	NA	10.738084	10.617416	NA	 0.717350	 3.656900	 0.039902	-0.865150	-0.835430	-0.830410	-1.292900	 0.050392	-0.834780	-0.839620	-0.849820	 0.031295	-0.863420	 0.039902	-1.288900	-0.818680	-0.838430	-0.838430	-0.838430	 0.040609	 0.000	 0.000	-0.834	-0.834	 0.000	 0.000	-0.360	-0.819	 0.000	 0.000	 0.000	 0.000	 0.000	 0.437	 0.437	 0.000	 0.000	 0.000	 0.693	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.819	-0.819	 0.000	 0.000	 0.000	 0.000	 0.000	-0.820	-0.373	-0.373	 0.000	 0.770	-0.850	-0.850	-0.204	-0.204	 0.000	 0.000	-0.834	-0.834	 0.000	 0.000	-0.360	-0.819	 0.000	 0.000	 0.000	 0.000	 0.000	 0.437	 0.437	 0.000	 0.000	 0.000	 0.693	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.819	-0.819	 0.000	 0.000	 0.000	 0.000	 0.000	-0.820	-0.373	-0.373	 0.000	 0.770	-0.850	-0.850	-0.204	-0.204	 1.76120016	 7.84867614	10.35153282	13.82431927	NA	 8.83190922	10.19285992	 9.12127630	 9.28141080	-0.04617605	 1.53883611	 2.76122144	12.57648206	 4.12378206	 6.18267641	NA	NA	 7.39264972	NA	NA	16.13329	10.78556	11.15690029	12.37631725	-1.04602709	11.40119979	10.54350932	 8.95667323	 9.23230771	10.62893313	 4.73521888	10.25649720	12.93113814	 9.17060411	 3.76121080	10.67837205	 8.58503539	 8.88163617	14.26876005	 7.95103754	 7.56856800	 5.50844767	 6.18267641	10.33540119	11.59747996	10.17544538	 8.07797944	10.48718796	 8.84715979	 5.49301640	 9.73218999	 9.10741012	 8.64035883	13.08740184	 6.32889748	 5.46165297	 8.51610066	10.37118333	12.38090912	 8.73193535	 9.21595301	 7.83955465	10.76683771	 3.20784601	 8.01185005	-0.04617605	 5.44571015	11.18627912	11.09276996	 9.04397054	 0.53883611	 7.61206936	 8.47937892	 8.94538004	 9.74643706	11.42146375	 7.89049594	 5.01994649	10.35473766	 1.27578184	 7.52750516	 8.64210839	 9.05976680	 8.49694802	 5.29370890	11.06890186	 9.93542557	 3.95386119	 7.01994761	10.32454568	11.75698027	10.37907409	 9.73357754	 9.62716724	10.23810399	 8.50075267	 2.86074434	 5.97622614	 9.47545864	 9.45569545	 3.41329620	 9.91964250	NA	NA	-0.04617605	NA	10.14137110	 8.39265015	10.88865483	 0.53883611	 9.21830071	 7.93685168	 8.87421109	 7.45370441	 9.37487103
TCGA-W5-AA2U	78	1	627	NA	bile duct	stage i	t1	n0	m0	female	2010	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	4	3	2	3	3	3	3	2	3	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4.681468e-06	1.179036e-06	13.7931034482759	8.04597701149425	56.3218390804598	13.2183908045977	8.62068965517241	10.3260618	10.3361436	 9.8104765	10.8021362	 7.1009692	 9.5762239	15.0049594	15.8953988	11.4072025	12.6256616	 9.7952098	10.6370219	 0.8483175	NA	 8.3501405	10.0100652	11.4072025	 8.0081748	11.1406252	-0.1516825	NA	10.4570204	10.6189674	 1.6556724	 0.0063871	-0.0052610	 0.0118180	-0.7988600	-0.7844600	-0.7844600	 0.0196430	-0.0142280	-0.7897500	-0.7850500	-0.7850500	 0.0100060	-0.7972000	-0.7900100	-0.7812500	-0.7877400	-0.7921800	-0.8023600	-0.8023600	 0.0037465	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.781	-0.779	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.785	 0.000	 0.691	 0.000	-0.784	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.769	 0.332	 0.000	 0.000	 0.000	-0.785	-0.785	-0.189	-0.189	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.781	-0.779	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.785	 0.000	 0.691	 0.000	-0.784	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.769	 0.332	 0.000	 0.000	 0.000	-0.785	-0.785	-0.189	-0.189	 3.5487449	 6.2576952	 8.7521853	13.3259985	NA	 9.3728453	 9.4000119	 9.4247880	 9.8212832	-1.1516825	-1.1516825	 2.6556495	11.4687525	 3.4921608	 1.6556724	NA	-1.1516825	 6.4105463	-0.1516825	 1.1702456	12.14395	11.87811	10.588928	10.581319	 0.433280	11.963997	10.326062	10.199795	10.410069	10.336144	 6.340156	 8.340157	12.679809	 8.870671	 5.946336	 9.489452	 9.388432	 8.946336	13.331741	 8.805406	 7.124428	 9.373824	 5.534806	11.220897	11.700037	10.267210	 9.304658	10.596916	 9.590613	 7.179220	 8.770278	 8.457482	 7.796670	12.665187	 5.693794	 7.706285	 9.038128	10.164019	11.918424	 9.642719	 9.590613	 7.502939	11.986735	 4.733636	10.907310	 4.603193	 9.480390	11.543314	 8.399050	 9.303631	NA	10.260344	 8.618141	 9.592296	11.448662	11.425260	 8.866504	 8.527783	10.303117	 5.534806	 8.270368	 8.161186	 8.350141	 8.449851	 7.887222	11.185925	 9.732474	 6.018229	 7.629663	10.599429	10.553936	10.299515	10.071702	10.017602	 9.993599	 9.251316	 6.223343	 7.344158	 9.468523	 9.826299	 2.018242	 9.255571	 1.655672	NA	 0.433280	 2.018242	11.780319	 9.719439	11.026034	 0.433280	 8.601520	 8.471746	 8.214626	 7.527783	 9.550476
TCGA-W5-AA2W	31	1	924	NA	bile duct	stage iva	t2a	n1	m0	female	2010	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	2	3	3	4	2	7	4	3	5	4	0	7	4	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	2.670171e-06	5.201631e-07	16.1290322580645	5.37634408602151	65.5913978494624	9.67741935483871	3.2258064516129	10.43754163	 8.23424359	 9.91311306	 8.70500472	 8.04923868	10.32994385	14.54115604	15.89968314	10.08224034	12.62181095	 9.70131513	10.75213231	-0.90779256	 1.67707971	 8.91868498	10.39248895	 9.42081122	 7.53092831	11.01769083	 0.09207209	 0.09207209	11.50549986	10.17959925	NA	 1.30100000	-0.00792710	 0.00291330	-0.87799000	-0.87331000	-0.82236000	-0.80003000	 0.03778200	 0.01530800	-0.82122000	-0.01725400	-0.84355000	-0.00069303	 0.00291330	 0.05380600	 0.00000000	 0.00000000	 0.00000000	 0.00000000	-0.04061600	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.712	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.431	 0.579	 0.000	 2.097	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.800	 0.000	 0.000	 0.000	-0.818	 0.000	 0.000	 0.000	 0.000	-0.804	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.712	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.431	 0.579	 0.000	 2.097	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.800	 0.000	 0.000	 0.000	-0.818	 0.000	 0.000	 0.000	 0.000	-0.804	 0.000	 0.000	 0.000	 2.551565	10.329944	 9.527807	14.238785	NA	10.692514	 9.727854	10.550543	 9.905116	NA	 2.999026	 3.615699	 9.239341	 2.677102	 5.241882	 3.551565	NA	 6.639031	 6.423054	NA	13.52937	10.55310	11.54076897	11.53559800	 0.09207209	12.58398948	10.43754163	10.93841033	10.20261974	 8.23424359	 5.35892367	 9.49408254	13.09099122	10.98922553	 3.55156523	10.69344296	10.35305594	 9.06655099	13.82064155	 8.70868525	 7.16359836	 7.97783285	 5.58398835	11.24093071	12.17760553	10.24758709	 8.81152530	11.52624335	10.09072682	 7.07513040	 8.15515369	 8.82853829	 8.05792080	12.00614771	 4.30158765	 8.67333699	 8.30888233	10.64624557	12.29670753	 9.69018886	11.18059340	 8.55156793	11.48337998	 4.45460364	10.50099679	 4.37754025	 9.11311625	12.02342794	 8.51209649	10.43698704	 0.09207209	 6.06941647	 9.25704339	 9.15012806	 9.72801777	10.67333699	10.12624759	 8.36359951	 9.64480553	 0.09207209	 9.30037087	 8.50576432	 8.91868498	 9.54409952	 6.40501889	10.87963088	 9.14334546	 3.95011376	 5.98695469	10.73373657	11.90651857	 9.92423531	 9.82515167	11.45845860	10.21172601	 9.36826090	 5.04633390	 6.63903097	 7.89626761	 7.77513089	NA	 9.41293688	NA	 0.67707971	NA	 1.41408140	11.09415318	10.44528318	10.41856588	-0.90779256	 8.78562346	 7.99553653	 7.48874154	 8.14470463	10.04487767
TCGA-W5-AA2X	67	1	271	NA	bile duct	stage ivb	t2b	n1	m1	male	2010	no	cholangiocarcinoma; hilar/perihilar	rx	white	not hispanic or latino	2	1	1	1	1	1	3	2	3	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	4.334693e-06	1.075004e-06	14.375	5.625	63.75	9.375	6.875	10.3106809	10.2400017	10.4302098	10.0648169	 8.8463140	 9.4774466	15.4161864	11.1243318	12.9160748	11.5296744	10.6999866	10.5646058	NA	 8.8606376	10.1624725	 9.7925427	 5.1167931	 7.7184897	 9.2314542	NA	NA	12.0443969	10.1961211	-0.9705825	 0.824670	 2.679000	 3.486600	-0.762800	-0.527670	-0.527670	-0.517020	-0.536750	 0.381380	-0.049695	-0.049695	 0.051387	-0.539560	-0.443830	 0.429430	-0.022606	-0.022606	-0.022606	-0.022606	-0.026030	-0.534	 0.000	 3.657	 3.138	 0.045	-0.444	 0.456	 0.000	 0.426	 0.000	 0.000	 0.412	 0.412	 0.000	 0.000	-0.497	 0.000	-0.380	 0.444	 0.413	 0.413	 0.000	 0.420	 0.405	 0.407	-0.528	 0.466	-0.512	-0.512	-0.060	-0.522	 0.381	 0.381	 0.452	 0.452	 0.416	 0.951	 0.000	 0.000	 0.000	 0.000	-0.534	 0.000	 3.657	 3.138	 0.045	-0.444	 0.456	 0.000	 0.426	 0.000	 0.000	 0.412	 0.412	 0.000	 0.000	-0.497	 0.000	-0.380	 0.444	 0.413	 0.413	 0.000	 0.420	 0.405	 0.407	-0.528	 0.466	-0.512	-0.512	-0.060	-0.522	 0.381	 0.381	 0.452	 0.452	 0.416	 0.951	 0.000	 0.000	 0.000	 0.000	 8.2216234	 6.4130355	 7.1114790	11.8871170	NA	10.4897863	 7.5723622	10.3478732	10.2240872	-0.9705825	 2.7297703	 4.6731889	10.6194495	 6.0846128	 6.3956524	 6.5839192	NA	 5.2387830	NA	 1.8366917	14.15990	13.76462	12.05775449	11.06034231	NA	11.30516389	10.31068094	10.00302775	10.81069011	10.24000169	 7.19423778	 8.45559518	12.13114193	 8.02368395	 3.61429759	10.81069011	 8.46395875	 9.68307110	12.79160859	 7.72281709	10.18351554	 3.48875921	 4.19925616	11.19956843	13.37035849	 7.79420205	 9.18667734	11.07338291	10.34107866	 7.05169837	 9.83602494	 8.58199930	 9.09272543	 8.19674866	 5.86222076	 5.79751368	 8.45349659	 9.21172480	12.33823818	10.31299750	10.47847903	 8.21915496	10.07304122	 1.83669169	 6.49693524	 3.27725578	10.55582957	11.88185990	 7.77079734	10.32050104	 0.61428581	 3.88731080	 8.79088149	 9.59918592	 8.21035818	 9.92490571	 9.64035521	 3.19924831	11.35463585	-0.97058245	 7.85587885	 8.46395875	10.16247253	 9.41416810	10.31946439	10.81764084	 8.57042688	 3.61429759	 5.83668412	10.23634468	10.99799715	10.42593518	 9.38688228	 9.90891361	10.25754778	 7.76742241	 3.72977027	 4.98352722	 8.53315605	11.65686426	 0.02927618	 9.63943242	-0.97058245	 1.35123255	-0.97058245	 0.02927618	11.80510113	 8.73668943	10.66504850	-0.97058245	 9.23878376	 8.66368760	 8.21420594	 7.83346128	 9.73755208
TCGA-W5-AA2Z	29	0	NA	1614	bile duct	stage ii	t2	n0	m0	female	2010	no	cholangiocarcinoma; intrahepatic	r1	white	not hispanic or latino	3	3	3	4	6	6	1	5	1	1	0	0	0	4	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	4	0	0	0	0	4	0	0	0	0	0	0	0	0	2.635493e-06	8.32261e-07	16.8316831683168	11.8811881188119	49.5049504950495	13.8613861386139	7.92079207920792	10.232562	 9.833284	10.077648	 9.324136	 7.833285	 9.183119	14.187568	13.700960	10.863952	11.396957	10.027426	10.550533	-1.166827	 1.640621	 9.164201	10.001957	11.188636	 8.382107	11.075566	 1.640621	 2.155199	10.946376	10.147868	 1.155231	 0.603300	-0.042110	 0.598180	-0.673400	-0.670950	-0.670950	-0.660310	 0.612080	-0.673430	-0.005261	-0.005261	-0.682050	-0.042110	 0.598180	-0.667260	-0.068663	-0.068663	-0.068663	-0.095516	-0.673160	 0.608	 0.608	 0.000	 0.000	 0.598	 0.598	-0.667	 0.000	 0.000	 0.000	-0.656	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.570	 0.570	 0.000	 0.000	-0.673	 0.000	 0.000	 0.000	-0.651	 0.000	 0.000	 0.000	 0.612	 0.612	 0.000	-0.644	 0.000	 0.000	 0.604	 0.604	 0.000	 0.000	 0.000	 0.000	 0.608	 0.608	 0.000	 0.000	 0.598	 0.598	-0.667	 0.000	 0.000	 0.000	-0.656	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.570	 0.570	 0.000	 0.000	-0.673	 0.000	 0.000	 0.000	-0.651	 0.000	 0.000	 0.000	 0.612	 0.612	 0.000	-0.644	 0.000	 0.000	 0.604	 0.604	 0.000	 0.000	 0.000	 0.000	 4.8993738	 8.0057121	 8.7371665	13.2548235	NA	 9.7610625	10.7517752	 9.9689939	10.0249607	 0.4182439	 1.1552311	 2.1551987	13.7860713	 6.1908361	 4.3878726	NA	NA	 6.1461685	NA	NA	11.82971	10.42808	11.095673	11.487025	-1.166827	12.175220	10.232562	10.281401	 9.946376	 9.833284	 6.062102	10.031116	13.026117	 9.196324	 5.190836	 9.292716	 9.491496	10.164201	12.214287	10.341079	 8.741677	 6.988103	 6.758097	11.350954	11.967538	 9.065706	 8.863952	11.518471	10.059697	 7.348985	 7.274071	 9.093028	 7.037856	10.501283	 4.505707	 7.700563	10.412601	 9.838207	12.244663	10.313570	 9.858424	 7.790386	10.091851	 5.237575	11.471268	 4.081212	 8.766975	12.765868	 8.811995	 9.769186	 1.640621	 9.141624	 8.827638	 9.836100	12.232167	11.469683	10.006962	 5.972835	10.039688	 5.403142	 9.119842	 8.313065	 9.164201	 8.879099	 8.579799	11.193309	10.508360	 2.292723	 6.957406	10.948328	12.493615	 9.961923	 9.249026	10.276228	10.357336	 9.628512	 5.588172	 6.003209	 9.564604	 9.517156	 5.387873	 9.612183	NA	NA	-1.166827	-1.166827	11.242386	10.699791	10.429474	NA	 8.833284	 8.011451	 6.164201	 8.025578	 9.806264
TCGA-W5-AA30	82	0	NA	1153	bile duct	stage i	t1	n0	m0	male	2010	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	4	3	3	3	3	3	1	2	1	3	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	0	0	0	7	0	0	7	0	5	0	0	0	4.09195e-06	1.525812e-06	14.6341463414634	9.75609756097561	48.780487804878	14.6341463414634	12.1951219512195	10.88754675	10.23339475	10.14585867	 8.93297828	 7.63607861	 9.62540530	14.50003677	14.44689866	12.17375039	11.48264730	10.24912388	10.76485534	 5.19601288	 1.28912622	 9.09002188	 9.91117369	 9.68143943	 8.70987372	10.16502480	 1.77454461	-0.03283139	11.47226106	10.00953725	 1.28912622	 1.92990	 0.97275	 0.00000	-0.52287	-0.49016	-0.48722	-0.52256	-0.80260	-0.49715	-0.49809	-0.49809	-0.49267	-0.49705	 0.00000	-0.49350	-0.49673	-0.49673	-0.49673	-0.49673	-0.22244	 0.000	-0.215	 0.000	-0.497	 0.000	 0.000	 0.000	-0.497	-0.161	-0.230	-0.230	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.361	 0.361	 0.273	 0.273	-0.500	 0.279	 0.000	 0.000	-0.490	 0.000	 0.000	 0.000	-0.218	-0.218	 0.000	-0.497	 0.000	 0.000	-0.379	 0.090	-0.498	-0.498	-0.122	-0.122	 0.000	-0.215	 0.000	-0.497	 0.000	 0.000	 0.000	-0.497	-0.161	-0.230	-0.230	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.361	 0.361	 0.273	 0.273	-0.500	 0.279	 0.000	 0.000	-0.490	 0.000	 0.000	 0.000	-0.218	-0.218	 0.000	-0.497	 0.000	 0.000	-0.379	 0.090	-0.498	-0.498	-0.122	-0.122	 4.324746	 8.124541	 7.930090	13.570357	-1.032684	 9.432760	 9.644033	 9.353056	 9.701057	 1.774545	 6.498575	 6.806398	11.589017	 9.517941	NA	NA	 4.490756	 5.307042	NA	-1.032684	13.21925	12.58879	11.0990508	12.5547370	 4.1371182	11.7413632	10.8875467	 9.7825771	 9.8375586	10.2333947	 7.3335159	 9.9622543	13.0984882	 8.5559085	 6.4749892	 9.8770870	 9.0913150	 9.1948098	13.2069415	 9.5160157	 6.0440093	 9.2514396	 7.1570184	11.1169410	12.1143749	 9.8228410	 8.8710757	10.9710631	 9.7052861	 7.5782187	 8.7595936	 8.1570184	 8.0224766	11.2157144	 6.5521557	 8.4347996	 8.3159221	10.1022618	12.3184092	 9.7953303	 9.5726733	 8.1619506	11.1396214	 6.2669514	 9.5947277	 4.3595141	 8.3508981	11.2453529	 9.9501874	 9.5502766	 0.9671686	 9.1258035	 8.6110499	 9.7745487	12.3597152	11.5155341	 9.0757182	 6.3159212	 9.9544579	 4.8740838	 7.7873730	 8.4225211	 9.0900219	 9.1037108	 6.6520132	10.6087941	 9.8024548	 8.9643732	 6.6396185	10.5465098	11.5851204	10.5174597	 9.4946708	 9.6020049	10.3882068	10.1514494	 5.9784222	 7.7583565	 9.2778067	10.1402463	 1.7745446	 8.9329783	-1.0326838	 0.2302030	 6.1668661	 6.0440093	10.9384716	 9.5800624	11.2803603	 2.6676424	 9.0625910	 7.8483688	 8.0143179	 7.4590471	 9.8483078
TCGA-W5-AA31	71	0	NA	10	bile duct	stage i	t1	n0	m0	male	2010	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	1	1	1	4	5	4	4	6	5	4	0	7	4	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	4	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	3.537109e-06	8.32261e-07	13.4920634920635	12.6984126984127	57.9365079365079	7.14285714285714	8.73015873015873	11.3403973	 9.2355248	10.0739390	 8.9685862	 7.9908063	10.7132086	13.9017162	14.2807969	12.0217102	11.9185453	 9.7882270	11.0188812	NA	-1.4332335	 9.7023492	 9.8874404	11.1707298	 7.9017177	10.3323404	 0.8885387	-0.4334284	10.4168268	 9.6862295	 6.2176921	 0.375280	-0.372680	 0.369200	-0.430610	-0.365670	-0.361470	-0.786560	 0.416300	-0.366350	 0.000000	 0.000000	-0.390290	-0.372680	 0.369200	 0.013911	-0.012851	-0.012851	-0.012851	-0.012851	-0.015604	 0.375	 0.000	-0.373	-0.373	 0.369	 0.369	 0.000	 0.000	-0.392	 0.000	 0.000	 0.000	 0.584	 0.379	 0.004	 0.625	 0.625	 0.375	 0.375	 0.342	 0.342	 0.000	 0.318	 0.000	 0.000	-0.361	-0.361	-0.359	-0.359	 0.416	 0.416	 0.370	-0.014	 0.000	 0.000	-0.391	-0.016	 0.000	 0.000	 0.000	 0.000	 0.375	 0.000	-0.373	-0.373	 0.369	 0.369	 0.000	 0.000	-0.392	 0.000	 0.000	 0.000	 0.584	 0.379	 0.004	 0.625	 0.625	 0.375	 0.375	 0.342	 0.342	 0.000	 0.318	 0.000	 0.000	-0.361	-0.361	-0.359	-0.359	 0.416	 0.416	 0.370	-0.014	 0.000	 0.000	-0.391	-0.016	 0.000	 0.000	 0.000	 0.000	 4.4973760	 5.6751639	 9.1776647	13.6013529	NA	 9.9892303	 9.7119352	 9.7527541	10.0224809	 0.8885387	 7.7613970	 7.9525025	16.3994125	10.1918921	12.6805448	NA	-1.4332335	 4.8145658	-1.4332335	-1.4332335	12.306128	 9.536026	11.7681512	12.7142423	 0.8885387	12.1206291	11.3403973	 9.2817439	 9.5453505	 9.2355248	 4.9241902	10.2540156	12.4109534	 8.2513887	 5.7954579	10.0489437	 9.6790794	 8.5410544	14.6448950	 9.4323732	 7.0783921	 7.3081069	 6.4855025	11.4024929	12.7545247	 9.6914075	 8.1795086	11.1532452	10.8053432	 7.4339184	 7.9886836	 9.2705434	 7.6381021	12.0209392	 4.0902014	 9.0744345	10.4754078	10.7437480	11.9866001	 9.9976150	10.9078808	 7.8002593	11.4561438	 5.5549848	10.6956008	 4.7163874	 8.3979471	12.1473695	 9.3438952	10.1525414	 1.8885777	 7.1590973	 8.9717815	10.2333077	11.4913726	11.1264950	 9.6875258	 5.3081060	10.4595622	 0.8885387	 8.8795229	 8.5624069	 9.7023492	 9.4399455	 6.3901982	11.4119339	10.2826019	 5.5091543	 7.4026906	10.1637614	12.2925387	10.5025415	 9.8738407	10.0489437	10.8503070	 9.7809590	 5.9929044	 4.9929044	 9.1795083	 8.3691563	 2.0260564	 9.4026902	 0.5666691	 5.7365643	 0.1515991	 1.7365616	11.6940749	10.2279727	10.8689932	NA	 9.4416212	 8.2540157	 6.7663129	 7.6855807	 9.4508104
TCGA-W5-AA33	60	0	NA	1449	bile duct	stage i	t1	n0	m0	male	2011	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	1	1	2	2	5	4	1	6	1	5	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2.219363e-06	6.241958e-07	18.0722891566265	4.81927710843374	55.421686746988	14.4578313253012	7.2289156626506	11.4221626	10.3484509	 9.7118960	 8.8833624	 8.5003488	10.0418034	14.2440231	13.9838131	11.7841503	11.0643610	10.0928549	10.9219891	NA	-1.0752160	 9.7257096	10.6139341	10.7951744	 8.1751079	10.1933516	NA	 2.5097718	10.9120737	10.3373795	 0.5097465	 0.36756000	-0.00041585	 0.00069327	-0.42042000	-0.39241000	 0.02777800	 0.01084200	 0.00903120	-0.38772000	-0.37448000	-0.39597000	 0.00346870	-0.00041585	 0.00069327	-0.38381000	-0.00069303	-0.00069303	-0.00069303	-0.00069303	-0.00830050	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.384	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.305	 0.305	 0.000	 0.368	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.390	-0.390	 0.000	-0.389	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.384	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.305	 0.305	 0.000	 0.368	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.390	-0.390	 0.000	-0.389	 0.000	 0.000	 3.24674250	 7.44837157	 9.32141449	13.80969565	-1.07521599	10.01558371	 9.85776255	 9.82492168	10.25964159	 2.92480300	 6.65273027	 7.46396815	14.89048125	 9.03333407	12.44714601	-1.07521599	-0.07521599	 4.73216607	-1.07521599	-1.07521599	14.568215	 8.513524	11.2754727	13.1933517	 2.9248030	12.1260147	11.4221626	10.8614476	 9.8082167	10.3484509	 7.7028868	11.2551664	13.4863960	 9.8112684	 6.9527156	10.4731500	 9.9013738	 9.4918150	14.4142814	 9.2113676	 6.9800916	 8.3405516	 7.4166624	11.8851737	12.2537580	10.6612116	 9.0553803	11.6607887	10.5107112	 8.4542401	 7.8936207	 8.6612116	 7.4870522	12.7570074	 5.8905950	 8.6493234	10.3687892	10.7377892	12.2354225	 9.8451626	10.2102119	 8.1171023	11.4199152	 6.3270550	11.3413434	 5.3510735	 9.5284359	11.7736282	 9.9262179	 9.8488798	 0.5097465	 9.9915716	 8.5228620	10.0713784	10.5018372	11.2142523	 9.5596207	 8.9177480	10.5233275	 6.6863605	 9.3447699	 8.5172666	 9.7257096	 9.4269951	 8.9346383	10.4697741	11.8654903	 8.2285902	 6.3426614	10.8851737	12.4820340	10.4360682	 9.4326043	10.2867534	10.3775657	 9.5990019	 6.5172662	 6.9304346	 9.4126497	 9.3563074	 0.9247840	 7.1342630	 5.7951747	 0.5097465	 2.0947428	 4.3510770	10.9498627	11.0897166	10.9430098	 2.6252471	 9.0528041	 8.4577888	 7.9444005	 7.0643612	10.0372492
TCGA-W5-AA34	75	1	555	NA	bile duct	stage i	t1	n0	m0	female	2012	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	3	2	1	1	6	6	4	5	2	4	0	0	4	0	0	0	0	4	0	0	0	4	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	3.398399e-06	7.629059e-07	15.702479338843	5.78512396694215	53.7190082644628	14.0495867768595	10.7438016528926	 9.9775856	10.3889455	 9.7015645	 9.4141317	 7.9145233	10.1027491	14.4215419	14.3242645	11.3375005	12.8277437	 9.8250927	 9.7174864	NA	 2.2079241	 8.3395026	 9.4141317	11.7194644	 7.0606516	10.1871183	-0.9621258	NA	11.0652212	11.0425779	 5.0824003	 0.7916200	-0.1192400	 0.3244700	-0.9060900	-0.8905100	-0.8905100	 0.0287630	 0.0034687	-0.7550400	-0.5484400	-0.8734600	 0.0083351	-0.4810200	 0.3244700	-0.8802300	 0.0097276	-0.8908900	-0.8945800	-0.8945800	-0.8893500	 0.000	 0.000	-0.119	-0.119	 0.324	 0.324	-0.880	 0.000	 0.000	 0.000	-0.889	 0.000	 0.000	 0.498	 0.498	 0.000	 0.000	 0.792	 0.792	 0.677	 0.677	-0.886	 0.000	 0.000	 0.000	-0.891	 0.000	 0.000	 0.000	 0.000	 0.000	-0.046	-0.530	 0.000	 0.000	 0.000	 0.000	-0.548	-0.548	-0.126	-0.126	 0.000	 0.000	-0.119	-0.119	 0.324	 0.324	-0.880	 0.000	 0.000	 0.000	-0.889	 0.000	 0.000	 0.498	 0.498	 0.000	 0.000	 0.792	 0.792	 0.677	 0.677	-0.886	 0.000	 0.000	 0.000	-0.891	 0.000	 0.000	 0.000	 0.000	 0.000	-0.046	-0.530	 0.000	 0.000	 0.000	 0.000	-0.548	-0.548	-0.126	-0.126	 1.359915	 7.822641	 8.149142	13.858235	NA	 8.771022	10.328601	 9.164711	 8.830797	 2.497434	NA	 1.038015	14.459052	 4.247457	 1.359915	NA	NA	 5.561567	NA	NA	12.760609	 9.830797	10.9294103	12.0721175	-0.9621258	11.3306155	 9.9775856	 8.4473974	10.3889455	10.3889455	 5.3417865	 9.9605908	13.3802894	 7.4173850	 3.8959908	 8.8275399	 8.6379192	10.6248461	12.3850740	 7.0095498	 6.5771644	 7.6926427	 3.3599287	10.8234588	11.3675224	 8.6890580	 8.5887532	10.6659961	 8.5398435	 6.2376784	 7.1532581	 7.9746440	 7.1672897	13.3694831	 4.9206506	 7.1307631	10.2583847	 9.9650436	12.4881866	 8.8324223	 8.9568695	 7.9114507	10.2302991	 5.7058977	 6.3867351	 2.8453696	 6.5537061	12.1458772	 9.8827121	 9.4431479	NA	 9.0337734	 8.4410182	 9.4923057	 8.7184363	11.7786304	 8.9568695	 5.6229684	10.1267945	-0.9621258	 6.9206494	 7.9687434	 8.3395026	 8.7434487	 5.7659272	 9.7505333	 8.7573950	 3.8453596	 7.3047930	 9.9871035	11.2272132	10.0666031	 9.8897554	10.1959847	 9.7253819	 8.8944319	 6.2668259	 4.3955564	 9.1067846	 9.2179153	 1.3599147	 9.5487705	-0.9621258	NA	-0.9621258	-0.9621258	11.1448277	 8.4195494	11.1848931	NA	 8.0741800	 8.4429775	 6.6002489	 7.5497593	 9.0209999
TCGA-W5-AA36	51	1	1402	NA	bile duct	stage iv	t3	n0	m1	female	2008	no	cholangiocarcinoma; hilar/perihilar	r0	white	not hispanic or latino	2	2	3	4	2	5	2	4	2	2	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	 9.364104	 9.055982	 9.429440	 8.254081	 6.312758	 9.919337	14.977089	15.761559	11.844930	13.075753	 8.867791	 5.862444	NA	 4.062217	 8.018014	 9.172900	13.221302	 6.766476	10.895540	NA	NA	11.412162	10.602977	NA	 0.7222500	-0.0041546	-0.0106460	-0.8418700	-0.8141700	-0.8141700	-0.8252100	 0.0077783	 0.0256710	-1.2929000	-0.0062286	 0.0165650	-0.0041546	-0.0106460	 0.0108420	-1.2929000	-0.8325200	-0.8325200	-0.8325200	-0.0107840	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.817	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.793	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.810	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.136	-0.136	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.817	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.793	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.810	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.136	-0.136	 1.7891867	 9.2252130	 7.5879372	14.0519756	 0.2042659	 9.0591013	11.1039676	 9.4221907	 8.8189429	 0.2042659	 0.2042659	 3.0115851	10.9094334	 2.2042346	NA	 3.1111315	 3.3741631	 4.4896328	 0.7891867	-0.7958593	10.90380	10.17002	11.4375531	12.1743389	-0.7958593	11.6388613	 9.3641044	 8.9423254	10.6743835	 9.0559822	 3.7277898	 9.3853853	12.1900750	 5.8189426	 4.8189426	 9.4930991	 8.2404069	10.3463401	13.0057393	 7.7395086	 1.5261690	 6.7199323	 5.8766594	10.3501652	11.2266009	 8.4942520	 8.9098655	11.0371231	 8.3048952	 5.3335168	 7.8972320	 9.5440831	 7.1290460	13.4759149	 5.8189426	 7.2431521	 9.2084536	10.6194467	12.5154137	 9.4988538	 9.2837179	 7.3335159	11.3247950	 5.2334663	 4.5617844	 3.9591210	 8.8078595	 8.7816620	 9.4884789	 9.7010869	-0.7958593	10.4977047	 8.8078595	 9.1452806	 9.8867713	11.1562462	 6.9790204	 4.2486259	 9.4942520	 1.2042033	 7.0929759	 8.2349003	 8.0180143	 9.7072338	 5.3940579	 9.8444779	 8.2943455	 2.3741492	 7.8872279	 9.7636101	10.8449299	10.0123928	11.0963963	11.4759879	 9.5803585	 9.2956684	 5.3335168	 4.4521605	 9.2554420	10.0465834	 4.1584259	 8.0244122	NA	NA	-0.7958593	NA	11.7317980	 8.9389426	10.4745284	NA	 8.1872269	 8.2376560	 7.4039051	 8.7433918	 9.6748919
TCGA-W5-AA38	55	0	NA	1471	bile duct	stage i	t1	n0	m0	female	2011	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	1	2	3	3	4	5	4	5	3	2	0	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	3.502432e-06	9.362936e-07	16.2790697674419	8.52713178294574	57.3643410852713	9.30232558139535	8.52713178294574	 9.3885536	 8.2656971	10.1655477	10.1439084	 7.4900510	 9.5315910	16.7873472	16.5289743	12.7717289	13.6724452	 8.6772954	 9.4228433	 1.9665043	 1.2884176	 6.9090038	 9.1124210	11.9451994	 6.5885408	10.3588063	 0.9665043	NA	10.4782416	10.2226976	 6.2048939	 0.0284810	 0.0069435	 0.0211830	-0.6992900	-0.6397000	-0.6397000	-0.6033200	 0.0345360	-0.6120100	-0.6434000	-0.6434000	 0.0461330	 0.0069435	 0.0061090	-0.6287500	-0.3096800	-0.3096800	-0.3096800	-0.3096800	-0.2960300	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.629	-0.310	 0.000	-0.296	-0.296	-0.658	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.599	 0.000	-0.603	-0.603	 0.000	 0.000	-0.612	-0.612	 0.000	 0.000	-0.307	-0.307	-0.643	-0.643	-0.203	-0.203	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.629	-0.310	 0.000	-0.296	-0.296	-0.658	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.599	 0.000	-0.603	-0.603	 0.000	 0.000	-0.612	-0.612	 0.000	 0.000	-0.307	-0.307	-0.643	-0.643	-0.203	-0.203	-1.03356953	 9.47527401	 9.23093141	13.85950596	-1.03356953	 9.60039224	10.93587539	 9.80726684	 9.55426632	-0.03356953	 1.28841763	 3.42591578	10.60311352	 8.87937832	 0.55149141	NA	 2.77384867	 5.88535228	-0.03356953	-0.03356953	11.880121	 7.131396	11.72304521	12.96947966	 3.72137266	12.08429432	 9.38855357	 9.28616105	 9.87937816	 8.26569708	 3.21442015	 9.48415828	12.43116228	 5.53634514	 8.36309352	 9.16247618	 8.54580470	 8.74127585	14.15893584	 7.44626947	 7.95517387	 6.77384340	 3.77384867	 9.88981635	11.21174450	 9.30522523	 8.81197894	10.80056482	 8.96225605	 6.78027072	 8.11981317	 7.58119908	 7.43409442	11.69036310	 5.07501485	 6.50564803	 8.61754056	10.56779545	12.29390120	 9.61754056	10.02853503	 7.61394708	11.29291838	 4.55924706	 6.58119908	 3.82447256	 7.34152861	11.87469386	 9.67125710	10.18988730	-0.03356953	10.03526718	 9.04196792	10.27482796	 8.95784062	11.84549770	 9.00814818	 5.32404010	10.23151785	NA	 7.58487458	 8.07762435	 6.90900380	10.30036537	 5.05394977	 9.89278489	10.07435986	 2.42591578	 4.72137813	10.60356654	11.47824153	 9.94448426	10.45432891	10.98642708	 9.46034429	 9.47031458	 7.42181574	 7.64948325	 9.36416355	 9.09834586	 2.87338013	 8.68073435	-0.03356953	 0.55149141	NA	NA	11.36251564	 9.47527401	10.50176425	-1.03356953	 8.61214715	 8.62207342	 7.65648707	 7.69440943	 9.96648887
TCGA-W5-AA39	81	1	170	NA	bile duct	stage ii	t2	n0	m0	male	2010	no	cholangiocarcinoma; intrahepatic	rx	white	not hispanic or latino	2	1	2	2	5	4	2	4	3	5	0	0	0	0	0	0	0	0	0	0	0	0	6	5	0	0	0	0	0	0	0	0	6	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0	0	2.257508e-05	6.935508e-06	5.29344073647871	1.49597238204833	26.2370540851554	49.7123130034522	17.2612197928654	10.671511	10.667386	10.333012	 3.678703	 7.919710	 9.855895	15.465973	16.663377	12.270479	11.517333	10.010433	10.352412	 4.306736	NA	 7.532153	 9.651812	 6.327795	 9.155761	10.374088	NA	NA	 9.436016	 9.579019	 1.219277	 1.51840000	-0.01092200	-0.00899060	-0.88588000	-0.90813000	-0.86507000	-0.87393000	 0.77753000	 0.79316000	-0.00069303	-0.00069303	-0.00498440	-0.01092200	-0.00899060	 0.00513590	 0.00444110	 0.00444110	 0.00444110	 0.00444110	 0.01042400	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.887	 0.000	 0.000	 0.000	-0.072	 0.793	-0.049	-0.867	 2.208	 0.778	 0.793	 0.793	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.887	 0.000	 0.000	 0.000	-0.072	 0.793	-0.049	-0.867	 2.208	 0.778	 0.793	 0.793	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 2.219277	 8.045819	 6.126161	15.104823	 1.219277	10.463634	 9.452890	10.888155	 9.861322	NA	 9.777691	 9.628661	16.144314	12.118249	14.364247	NA	NA	 5.026623	NA	NA	11.25911	11.80658	12.646845	12.912103	 2.804239	11.671511	10.671511	 8.980821	 9.150007	10.667386	 2.219277	 8.848627	10.929215	 5.974158	 6.594310	 9.768092	 7.418942	 9.967463	12.389195	 5.611588	 6.150007	 7.645535	 3.219277	10.542325	11.591575	 9.948891	 8.462444	10.614804	10.804232	 7.327794	 8.872007	 8.742832	 7.947190	10.400422	 3.389195	 6.541197	10.267757	 9.138133	12.214684	10.127663	10.541198	 8.007173	12.058474	 0.219215	 8.095787	 2.219277	 9.111054	11.097321	 9.815460	 9.945488	NA	 6.150007	 8.912757	 8.738906	 5.942282	10.088093	 9.760367	 3.541193	 9.674597	 0.219215	 7.994057	 6.678702	 7.532153	10.036589	 4.467195	 9.997347	12.644748	 3.389195	 6.126161	10.126161	11.461253	10.637123	11.479013	12.767369	 9.319932	 9.955672	 6.389195	 2.804239	 8.670481	 6.077252	 0.219215	10.167637	NA	NA	 3.678703	NA	11.607233	 8.394196	11.400422	 0.219215	 8.230497	 8.171370	 8.013686	 8.207955	 8.296086
TCGA-W6-AA0S	46	0	NA	808	bile duct	stage i	t1	n0	mx	female	2013	no	cholangiocarcinoma; intrahepatic	r0	white	hispanic or latino	2	2	3	4	2	2	1	1	2	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	4	0	4	0	0	0	0	0	0	0	0	2.982269e-06	1.075004e-06	17.7966101694915	8.47457627118644	54.2372881355932	8.47457627118644	11.0169491525424	10.015685	10.296337	 9.836565	 8.723828	 6.922928	11.157745	14.979777	14.818126	11.217549	12.369882	10.442073	10.167292	 3.382363	NA	 8.080275	 9.811671	11.897163	 7.511643	10.614671	NA	NA	10.148738	10.837313	 2.507896	 0.02440800	 0.00110930	 0.02791900	-0.76424000	-0.76312000	-0.76312000	-0.75242000	 0.02398700	-0.76029000	-0.74890000	 0.00249690	-0.00027724	 0.00110930	-0.76518000	 0.00360760	 0.00847430	-0.77814000	-0.77814000	-0.77814000	 0.68924000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.750	 0.000	 0.000	 0.000	 0.000	 0.000	-0.764	 0.000	-0.718	 0.000	-0.732	-0.779	 0.000	 0.000	-0.763	 0.000	 0.000	-0.752	 0.000	 0.000	-0.763	-0.763	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.219	-0.219	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.750	 0.000	 0.000	 0.000	 0.000	 0.000	-0.764	 0.000	-0.718	 0.000	-0.732	-0.779	 0.000	 0.000	-0.763	 0.000	 0.000	-0.752	 0.000	 0.000	-0.763	-0.763	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.219	-0.219	 4.507890	 7.885824	 7.374139	13.834928	-1.077041	 9.687800	10.903782	10.309329	 9.708380	-1.077041	NA	 4.623369	14.823087	 4.280481	NA	 1.244826	-1.077041	 7.185023	 1.244826	 1.507871	11.53963	10.03014	11.14964120	 9.93903979	 4.94529400	12.21654329	10.01568503	10.27605273	10.26389075	10.29633695	 5.97820936	 7.69441709	13.86805167	 7.84179139	 4.31524740	10.60899068	10.09598044	10.90306750	14.04870462	11.73670913	 8.27607461	 8.59712031	 5.34919187	10.59667868	11.69128805	 9.99840708	 9.33443889	11.22898964	 9.15414925	 6.91728137	 8.95036401	 8.88148078	 7.00507656	12.67750234	 5.74310560	 7.42675368	 7.49278333	 9.66523731	12.67833717	10.52979577	10.10904224	 8.55046168	11.77604253	 6.09295371	10.56903655	 2.92292092	10.43566839	11.66713111	 9.97277650	 9.45917523	NA	 8.91728137	 8.72058937	 9.86177241	 8.61095100	11.71531156	10.35233469	 9.03275849	10.57666876	 5.15174519	 9.35128821	 8.27165631	 8.08027498	 9.58860146	 7.88871220	 9.98091971	10.24485603	 4.20832997	 5.65084783	10.44893800	10.89231444	10.15822416	10.55046187	11.25468468	10.34761915	10.23524371	 5.67781547	 4.73028128	 8.70592608	10.84439703	 1.50787074	 9.41478099	-0.07704104	NA	-1.07704104	 1.50787074	11.91052596	 8.63201187	10.37310821	-1.07704104	 8.42476508	 8.63717332	 7.81471191	 8.45820317	10.41026552
TCGA-W6-AA0T	62	0	NA	656	bile duct	stage iii	t3	n0	m0	female	2013	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-WD-A7RX	71	1	21	NA	bile duct	stage ii	t2b	nx	mx	female	2013	no	cholangiocarcinoma; intrahepatic	rx	white	hispanic or latino	4	1	1	3	5	4	1	4	1	5	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	6	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	3.502432e-06	1.005649e-06	18.0451127819549	6.76691729323308	53.3834586466165	12.781954887218	9.02255639097744	10.34801880	10.23740418	 9.77429702	 7.66426451	 8.06997600	10.16304178	14.85548912	15.64453633	12.03265847	12.23834105	 9.46309538	 9.74646847	 0.06433105	-0.93566895	 9.09501876	 9.68273726	10.06223682	 7.63799851	10.43830429	 0.06433105	NA	11.07207980	10.26953406	NA	 0.425950	 2.648300	 0.089434	-0.545930	-0.503910	-0.521110	-0.476700	 0.052668	-0.500580	-0.507410	-0.507410	 0.000000	-0.498820	-0.442640	-0.487210	-0.113120	-0.654260	-0.654260	-0.654260	 0.013632	 0.000	 0.000	-0.506	-0.163	 0.000	 0.000	-0.482	-0.654	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.393	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.479	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.490	 0.000	 0.000	-0.498	-0.498	-0.507	-0.507	-0.140	-0.140	 0.000	 0.000	-0.506	-0.163	 0.000	 0.000	-0.482	-0.654	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.393	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.479	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.490	 0.000	 0.000	-0.498	-0.498	-0.507	-0.507	-0.140	-0.140	 3.819239	 8.558207	 9.226743	13.268235	NA	 9.246746	 9.231770	 9.690973	 9.380633	-0.935669	 8.490616	 8.960684	16.183495	 9.979484	13.433472	-0.935669	-0.935669	 4.312280	-0.935669	-0.935669	14.50083	12.28367	11.21948613	13.95185791	NA	11.34772948	10.34801880	 9.66519377	10.00025329	10.23740418	 7.73323637	 8.88771900	12.83573797	 6.66426523	 7.21916949	10.08046354	 8.40420149	 9.53907155	13.85576897	 8.18069539	 7.53602725	 9.16238378	 6.11963423	10.95537587	11.85954309	10.44264653	 8.34280095	10.99138884	 9.30275635	 7.69006085	 8.37510070	 8.31938039	 8.21916997	12.00833159	 6.77171130	 8.59573302	10.05232622	 9.03157798	12.68789029	 9.61028149	 9.72790974	 8.64366755	11.16796733	 7.31630778	 9.21790367	 3.76479199	 8.31227898	11.71068536	 9.57214635	10.14982408	 2.23428671	 9.11556053	 9.17287625	10.26647548	10.10333240	12.04698881	 9.12369620	 7.12504765	10.04734521	 4.52378148	 7.38627984	 8.37723483	 9.09501876	 9.22278476	 8.83584104	10.14583511	 9.90197964	 8.39078117	 7.84571146	10.42190366	10.69051697	10.59914091	10.51091812	10.53399349	10.11420016	 9.62563963	 7.76131919	 6.65680810	 9.07418027	 9.07418027	NA	 9.62659409	 8.52173273	 2.52378775	 0.06433105	 4.61894338	11.00289474	 8.46309518	10.97686681	 0.06433105	 8.81086593	 8.17809363	 8.19363476	 7.82590263	10.08115998
TCGA-YR-A95A	52	1	26	NA	bile duct	stage iv	t2	nx	m1	male	2009	no	cholangiocarcinoma; hilar/perihilar	r1	white	NA	1	2	3	4	5	4	2	6	5	5	6	0	4	0	6	0	4	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	4	4	0	0	0	0	0	0	0	0	0	0	0	3.190334e-06	1.179036e-06	18.75	9.375	53.90625	13.28125	4.6875	 9.7363025	10.8721201	10.0716294	 5.9473623	 6.6897115	 9.8730077	14.6781744	14.9397747	11.8286343	12.6618654	10.0084125	 9.9218580	 0.2058929	-0.7941071	 9.9954297	 9.8316049	11.6022333	 8.0598295	10.2880452	 0.7908554	-0.7941071	11.0862449	10.4274832	-0.7941071	 0.6760400	-0.0816050	 0.0147490	-0.7367900	-0.7395000	 0.0129340	-0.7503400	-0.7454200	-0.7569400	-0.0012473	-0.0012473	 0.0000000	-0.7433400	 0.0000000	-0.0064573	-0.0041546	 0.0349590	 0.0349590	-0.0045695	 0.0063871	 0.000	 0.000	-0.748	-0.748	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.739	-0.144	-0.144	 0.000	 0.000	-0.748	-0.748	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.739	-0.144	-0.144	 2.9063326	 8.1217754	 8.4466876	13.9287570	NA	 9.6571073	11.0904482	10.3287241	10.2115206	 3.1127835	 6.6977488	 7.2557443	15.3358633	 9.7566429	11.7159185	NA	NA	 3.7908554	-0.7941071	NA	13.69120	11.06388	11.6014302	14.0745740	 0.7908554	12.1447406	 9.7363025	 9.1831761	 9.9929824	10.8721201	 5.2058968	 9.5841910	13.8211234	10.3287241	 5.7908580	10.0576451	 8.9574402	10.1687921	14.9260067	 7.7215962	 8.3531009	 5.8206053	 5.5634480	10.9503095	11.4018772	 9.0669831	 7.9707680	11.0168694	 9.8923966	 7.2665917	 7.7668403	 8.3957205	 6.6237484	12.8683420	 7.2338018	 7.9540887	11.0300593	 9.4726827	12.1368182	 9.7411715	10.6394815	 8.7643170	11.3280770	 3.7444302	 8.5960652	 3.2058929	 7.3907717	11.8157674	 8.7681387	10.0196773	 0.2058929	10.9515705	 8.7431144	 9.8985116	10.9774846	10.7776488	 8.3012932	 5.7757512	10.2178221	 3.7908554	 8.2638879	 8.3248371	 9.9954297	 8.8806356	 8.6416497	10.9154107	 9.9691085	 4.2058929	 7.1007138	10.4889845	11.6537542	10.2692912	10.3499170	10.8667834	 9.9921657	 8.9490475	 6.6571069	 7.6237484	 8.4866669	 7.4298979	 4.4153463	 9.0084124	-0.7941071	NA	-0.7941071	-0.7941071	10.6050939	 9.5689358	10.4024983	NA	 8.3632429	 8.2415199	 7.4538237	 7.5678397	10.2094140
TCGA-ZD-A8I3	73	1	169	NA	bile duct	stage ii	t2	n0	m0	female	2013	no	cholangiocarcinoma; intrahepatic	r0	asian	not hispanic or latino	1	3	1	3	4	5	4	3	5	4	6	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	6	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	3.051624e-06	9.362936e-07	17.3913043478261	6.95652173913043	53.9130434782609	9.56521739130435	12.1739130434783	10.29998595	10.60301409	10.05933135	 9.89620009	 7.97972356	10.45819753	15.11241104	14.83627733	11.86949653	11.81027523	10.15518671	 9.87621886	 1.27929299	-0.04260539	 9.55726858	10.08147691	11.45794861	 8.59205781	10.30442331	NA	-1.04275399	11.25226355	 9.51768848	-1.04275399	 0.3300400	 3.6569000	 0.3219800	-0.5302700	-1.2929000	-0.4572100	 0.3357000	 0.3189200	-0.5240400	-0.5364700	-0.5364700	-0.0134670	 0.0243420	 0.3219800	-0.0142930	-0.0097458	-0.0120900	-0.0120900	-0.0120900	 0.3101000	 0.000	 0.000	 0.000	 0.000	 0.322	 0.322	 0.000	 0.000	 0.000	 0.310	 0.310	 0.316	 0.316	 0.312	 0.312	 0.000	 0.000	 0.000	 0.330	 0.297	 0.297	 0.000	 0.000	 0.355	 0.355	-0.455	-0.455	 0.322	 0.322	 0.319	 0.319	 0.000	-0.525	-0.353	-0.353	 0.000	 0.000	-0.536	-0.536	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.322	 0.322	 0.000	 0.000	 0.000	 0.310	 0.310	 0.316	 0.316	 0.312	 0.312	 0.000	 0.000	 0.000	 0.330	 0.297	 0.297	 0.000	 0.000	 0.355	 0.355	-0.455	-0.455	 0.322	 0.322	 0.319	 0.319	 0.000	-0.525	-0.353	-0.353	 0.000	 0.000	-0.536	-0.536	 0.000	 0.000	 7.53478454	 8.68697633	10.00038288	13.50954442	-1.04275399	 9.93320363	11.82829828	 9.86048442	10.15641444	 1.95735747	 4.24275492	 2.95735747	14.28248541	 6.75825520	NA	NA	 5.43308964	 6.24275873	 0.54230758	-0.04260539	16.25599	11.11880	11.55959056	11.69713625	 5.16680782	12.10392432	10.29998595	10.51864362	10.61645961	10.60301409	 5.26113586	 9.75258370	12.60840736	 9.25082731	 7.14223064	 9.90936885	 9.49942019	 9.24044409	13.74004680	 9.11343875	 9.78866287	 5.85217367	 5.60121217	11.34510376	11.58556425	 9.75420640	 8.70554841	11.60773430	 9.84076266	 7.51959773	 8.89048561	 9.15702804	 8.30386932	12.62989150	 7.34105976	 7.69206517	 9.62712655	 9.84228937	12.41640300	 7.63683557	10.13664282	 8.78072282	12.00550192	 5.32630004	 9.90791154	 2.41678571	 6.06588031	12.55063007	 9.18617442	 9.96648440	 0.54230758	10.28883251	 9.17894291	 9.86274273	10.75982354	11.37388933	 9.30608380	 4.04482249	10.41062625	 1.54230758	 8.87323492	 8.68186947	 9.55726858	 9.55540819	 8.45303065	10.73666465	 9.99352931	 4.12727834	 6.86424682	10.53572834	11.93803079	10.33239511	 9.63243055	10.27137233	10.37836856	 8.87770837	 4.54231997	 6.17652424	 8.67674448	 8.87323492	-1.04275399	 8.89399374	NA	-0.04260539	NA	NA	11.19635444	10.55912649	11.15978564	-1.04275399	 8.86574842	 8.41742260	 7.94604011	 7.86724846	10.05341196
TCGA-ZH-A8Y1	74	1	385	NA	bile duct	stage iva	t3	n1	m0	female	2012	no	cholangiocarcinoma; intrahepatic	r1	white	not hispanic or latino	1	3	1	1	6	6	3	5	4	3	0	0	0	0	0	0	0	0	0	0	0	4	7	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	0	0	0	0	0	0	7	0	0	0	0	0	2.566138e-06	7.629059e-07	12.3711340206186	8.24742268041237	51.5463917525773	18.5567010309278	9.27835051546392	10.8911142	 9.9668221	10.1796887	 8.9190302	 8.8309385	10.0872784	14.8096315	13.4079765	12.1142386	11.5930644	10.2599346	10.7653503	 1.1691554	 1.4910835	 8.2855044	 9.7718595	10.4417903	 7.5423741	10.6670124	-0.8308446	-0.8308446	11.5854303	 9.1378273	 0.1691554	 1.4759000	 0.0088920	 0.0000000	-0.7581900	 0.0227250	-0.7771900	-0.0092666	-0.0040438	-0.0067813	 0.1300100	-0.7668300	-0.7843700	 0.0088920	 0.0000000	-0.3270100	-0.0015243	-0.0015243	-0.0015243	-0.0015243	-0.7525300	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.330	 0.000	 0.000	 0.816	-0.753	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.457	 0.000	 0.000	 0.000	 0.000	 0.000	 0.640	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.658	 0.000	 0.000	 0.000	-0.631	-0.761	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.330	 0.000	 0.000	 0.816	-0.753	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.457	 0.000	 0.000	 0.000	 0.000	 0.000	 0.640	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.658	 0.000	 0.000	 0.000	-0.631	-0.761	 0.000	 0.000	 2.4910835	 7.2984439	 8.2619177	13.4419361	NA	10.1153358	 9.1464404	 9.9554302	10.2619177	NA	 2.3390804	 2.1691554	11.5732377	 2.7541179	 2.6285870	-0.8308446	 0.1691554	 6.2566239	 6.8486405	NA	13.85139	14.04126	11.7637185	11.8466600	-0.8308446	12.5810687	10.8911142	10.3415881	10.7456449	 9.9668221	 4.2984457	 9.7700028	12.6320462	10.2770315	 5.4170896	 9.5090105	 9.8609042	 8.7634853	12.9087302	 9.8885494	 7.5311046	 7.4637810	 5.7083197	12.0286954	13.0997972	 9.3465802	 9.1349448	11.7366414	10.6296164	 7.9635764	 7.1975637	 7.6367660	 8.1831813	 9.6739796	 5.7390164	 7.5485391	10.1991380	10.7179825	12.4727987	 9.7930421	10.1342234	 7.9829417	10.4141189	 4.5295274	10.5485389	 5.0518028	 8.8765197	11.8204366	 9.1102082	 9.9933238	 1.4910835	 8.3087117	 9.2789911	10.7314030	11.9992835	10.8525939	10.1043257	 8.6058721	 9.3577495	 4.4170896	 9.2737592	 8.5420255	 8.2855044	 9.2129807	 6.3583927	10.9286327	 9.7792627	 1.4910835	 6.5870124	10.5425695	11.6524725	11.1116751	 9.1087398	10.0571428	10.2224077	 9.7409132	 4.0271452	 7.5045513	 8.7275812	 9.3428376	 1.1691554	 9.2499781	-0.8308446	-0.8308446	NA	NA	11.8005105	10.8402593	11.2763777	 0.7541179	 9.6100297	 7.5600607	 6.8970807	 7.2298561	10.0472115
TCGA-ZH-A8Y2	59	1	701	NA	bile duct	stage i	t1	nx	m0	female	2011	no	cholangiocarcinoma; intrahepatic	r0	black or african american	not hispanic or latino	4	2	3	3	4	5	4	5	4	2	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	7	0	0	0	0	0	0	0	0	3.849207e-06	9.016161e-07	14.2857142857143	4.28571428571429	57.8571428571429	15.7142857142857	7.85714285714286	10.90536158	10.61260942	10.19483231	 9.39792422	 7.49019224	10.60970852	15.75512074	14.40562922	11.40602846	10.54891812	 9.30294525	10.72007646	 1.06812045	-0.93181074	 9.56298343	10.31664844	11.67661372	 9.15788298	10.52345512	 0.06818926	-0.93181074	10.61646816	10.83258483	 5.86254314	 0.955200	 0.374310	 2.452300	-0.682450	-0.561510	-0.561510	-0.553410	-0.580120	-0.551880	-1.292900	-0.601040	 0.000000	-0.628210	-0.086446	-0.035510	-0.565590	-0.591440	-0.631360	-1.292900	 0.053173	-0.509	 0.000	 0.420	 0.420	 0.000	 0.000	 0.000	-0.591	 0.389	 0.000	 0.000	 0.765	 0.765	 0.000	 0.000	 0.287	 0.287	 0.951	 0.951	 0.363	 0.363	-0.556	-0.156	 0.440	 0.440	-0.562	-0.562	-0.550	-0.550	 0.487	 0.487	 0.439	-0.089	 0.460	 0.460	-0.156	 0.455	-0.601	-0.601	 0.000	 0.000	-0.509	 0.000	 0.420	 0.420	 0.000	 0.000	 0.000	-0.591	 0.389	 0.000	 0.000	 0.765	 0.765	 0.000	 0.000	 0.287	 0.287	 0.951	 0.951	 0.363	 0.363	-0.556	-0.156	 0.440	 0.440	-0.562	-0.562	-0.550	-0.550	 0.487	 0.487	 0.439	-0.089	 0.460	 0.460	-0.156	 0.455	-0.601	-0.601	 0.000	 0.000	 7.84291474	 8.19741084	 9.22167991	14.23413399	-0.93181074	 9.48914069	10.12882386	 9.39230841	 9.67730668	 0.06818926	NA	 2.52757084	15.29258183	 7.30653294	NA	NA	 3.15558734	 6.19741133	 5.44316569	 1.65310589	12.98674	 9.18187	10.76422605	11.62559160	 0.65306002	11.88930393	10.90536158	 9.74055321	 9.92610886	10.61260942	 4.84948892	 9.98101721	13.06327669	 8.19998489	 4.97502022	10.38780000	 9.10155081	 8.86091812	13.13329153	 8.37646708	 2.65308295	 7.72633943	 5.51107265	11.41547243	12.38594747	10.04397587	 8.57592265	10.91400991	 9.60437513	 7.59560510	 7.49523146	 8.44316734	 7.84291474	11.89010111	 4.49439001	 8.00181857	 9.37190860	10.10086244	12.53331163	 9.60728666	 9.79093539	 8.53776974	11.08284580	 4.27836396	11.35410797	 2.76856546	 8.40128316	12.25331305	 9.80790855	 9.51933903	-0.93181074	 8.35121621	 8.28001629	 9.88030518	 9.48436595	11.26196120	 9.46580248	 4.52755833	10.58333489	 4.06812905	 8.35814655	 8.20767912	 9.56298343	 9.05840201	 8.75812592	11.53522390	 9.36159950	 3.59169138	 7.41685578	10.18317149	11.83693247	10.05894094	 9.58185548	 9.89069869	10.42402947	 9.33725460	 6.99886569	 4.90101650	 9.77116623	 8.67175405	 3.31605883	 9.30414206	 0.65306002	 2.23805310	NA	 1.06812045	11.26189035	 9.21533278	10.81506198	 0.06818926	 9.06248144	 8.01406902	 8.25547996	 7.26779982	10.32315645
TCGA-ZH-A8Y3	61	1	561	NA	bile duct	stage ii	t2a	n0	m0	female	2010	yes	cholangiocarcinoma; intrahepatic	r1	black or african american	not hispanic or latino	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-ZH-A8Y4	58	1	741	NA	bile duct	stage i	t1	n0	m0	male	2010	no	cholangiocarcinoma; intrahepatic	r1	white	not hispanic or latino	3	3	NA	NA	5	4	3	2	3	2	0	6	0	0	0	0	0	0	0	0	4	4	7	0	0	0	0	0	0	0	0	6	7	0	0	0	0	0	0	0	0	0	4	0	7	0	6	0	0	0	3.745175e-06	9.709712e-07	24.2647058823529	5.14705882352941	58.0882352941177	11.0294117647059	1.47058823529412	10.03803637	 8.51297783	10.43937993	11.06927541	 7.05258870	 9.15177360	15.37558633	16.12905052	11.49710530	11.97032052	10.52915058	10.08448394	-0.04543143	-1.04543143	 8.47615767	 9.82800110	12.09154815	 9.01781726	10.93790695	-0.04543143	NA	10.41654802	10.81137156	NA	 0.801110	-0.324600	 0.399280	-0.781420	-0.740890	-0.723410	-0.714620	 0.169110	-0.737920	-0.738880	-0.738880	-0.316570	-0.795860	 0.399280	-0.085722	-0.730990	-1.210000	-0.777870	-0.777870	-0.390850	-0.317	-0.317	-0.325	-0.325	 0.399	 0.399	-0.125	-0.741	 0.107	-0.110	-0.242	-0.160	 0.085	-0.147	-0.714	 0.000	 0.000	 0.801	 0.801	-0.340	-0.340	-0.364	 0.000	 0.000	 0.000	 0.000	 0.000	-0.126	-0.717	 0.169	 0.169	 0.546	-0.738	 0.265	 0.265	 0.000	 0.000	-0.739	-0.739	-0.193	-0.193	-0.317	-0.317	-0.325	-0.325	 0.399	 0.399	-0.125	-0.741	 0.107	-0.110	-0.242	-0.160	 0.085	-0.147	-0.714	 0.000	 0.000	 0.801	 0.801	-0.340	-0.340	-0.364	 0.000	 0.000	 0.000	 0.000	 0.000	-0.126	-0.717	 0.169	 0.169	 0.546	-0.738	 0.265	 0.265	 0.000	 0.000	-0.739	-0.739	-0.193	-0.193	 6.0313731	 9.2468786	 8.6463006	14.0812212	NA	 9.4613605	 9.6875723	 9.2457276	 9.4037057	 1.5395311	 6.2213435	 5.8614468	14.2076289	 8.2628959	10.5196592	NA	NA	 2.4140002	 0.5395311	-1.0454314	12.00302	11.19565	10.71735427	11.18907510	 4.38081948	12.06389798	10.03803637	10.61900430	10.23938109	 8.51297783	 4.59841285	 9.74490547	12.97943697	 6.86744679	 4.73591746	 9.81641939	 8.75707327	 9.00848297	12.36262136	 8.15668077	 7.61276826	 6.34687359	 5.25833801	10.54327170	11.79806988	 9.54981450	 8.29663177	11.14252761	 9.33718100	 7.34687447	 7.81998106	 8.72274129	 7.30770356	10.01051720	 5.46235012	 7.74897304	 7.91165923	 9.50818637	12.28910967	 9.69602408	10.23242560	 8.09666403	11.05357602	 2.53953107	10.12885852	 3.27648178	 7.55818343	11.92807502	 9.26061874	 9.66191613	 0.53953107	11.12322918	 9.13197654	 9.58026592	10.62255997	11.64869723	 9.10176194	 3.65499684	10.09538674	 1.27649667	 8.91455884	 7.98246316	 8.47615767	 9.51543433	 6.99895141	 9.82337966	 9.45937608	 3.59841285	 6.66191630	10.30715230	12.09921527	 9.53669909	10.29829792	11.07025098	 9.39126851	 8.98384411	 4.65499684	 5.31210968	 9.10176194	 6.87342073	 0.53953107	 8.34472599	 0.53953107	-0.04543143	 0.53953107	-0.04543143	11.33981277	 9.21312318	11.17674818	 0.95456857	 8.65672982	 7.71434513	 7.55446990	 7.37662205	 9.76271688
TCGA-ZH-A8Y5	69	0	NA	1229	bile duct	stage ivb	t3	n1	m1	male	2012	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	2	3	3	4	6	6	3	2	4	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	7	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	2.427428e-06	6.588733e-07	20.8791208791209	8.79120879120879	54.9450549450549	7.69230769230769	7.69230769230769	10.4782645	10.9130165	 9.4207978	 8.8545695	 8.3931060	10.9374266	14.1794137	14.0991121	10.9047055	11.5143786	 9.8418227	10.6562570	 4.8576128	-0.6181629	 9.5747880	10.3368021	11.0032439	 7.4268191	10.5092284	NA	 0.3818371	11.4675173	10.2406369	NA	 3.2083000	-0.0149160	-0.0081624	-0.8800800	 0.0154470	 0.0154470	-0.0092666	-0.0138150	-0.9104700	-0.0220580	-0.8917400	-0.0544200	-0.0076101	-0.8929700	-0.0168410	 0.7964600	-0.9013700	-0.9013700	-0.8758000	 0.0165650	 0.733	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.137	 0.785	 0.000	 0.000	-0.880	 1.113	 0.782	 0.782	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.732	 0.000	 0.000	 0.000	 0.000	 0.733	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.137	 0.785	 0.000	 0.000	-0.880	 1.113	 0.782	 0.782	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.732	 0.000	 0.000	 0.000	 0.000	 1.3818924	 7.5290838	 9.3875034	14.2198024	NA	 9.3591587	 8.5492968	 9.4035528	 9.2774541	-0.6181629	 1.3818924	 4.5111644	12.3991222	 0.9668734	NA	 4.3591557	NA	 6.4207973	 4.9668411	NA	14.41057	10.67765	10.9273260	10.6967453	 0.7038095	12.6534877	10.4782645	 9.6238619	10.3140935	10.9130165	 1.5517867	 9.6764996	12.4555183	 9.6678590	 4.4479692	10.0467706	 9.9864321	 8.8757343	13.9153911	 9.1648770	 6.1300722	 5.3243930	 5.5417502	11.0423205	12.7726248	 9.7891466	 8.9220069	11.3344381	 8.8227480	 6.8576128	 7.6183716	 8.6154983	 7.8330900	10.2179292	 6.4479676	 9.0692545	 8.8206707	11.1508902	12.6307700	 9.5710857	 9.8626690	 6.9771734	10.5111618	 4.9690952	10.2191125	 2.0823279	 5.3931073	12.3078041	10.2135819	 8.6638089	 1.8413291	 7.8185905	 9.0560711	10.3203557	11.3905368	11.0580563	10.0221238	 4.1632411	10.6759251	 3.3360691	 9.0365149	 8.2857605	 9.5747880	 9.4829549	 4.5913323	10.5436406	 9.7960356	 1.7038095	 4.6486668	11.0729680	11.1779184	10.8154642	 9.4000791	10.1823744	10.9263603	 8.5617878	 3.1367656	 7.6533417	 8.8757343	 9.1233457	 0.9668734	 8.0578358	NA	-1.6179415	NA	NA	11.0574985	 8.7580043	11.2191125	-1.6179415	 9.3029759	 7.7997310	 7.4904033	 7.9929038	10.0961244
TCGA-ZH-A8Y6	41	0	NA	519	bile duct	stage i	t1	n0	m0	female	2013	no	cholangiocarcinoma; intrahepatic	r0	black or african american	not hispanic or latino	1	1	2	2	1	7	3	2	2	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	3.95324e-06	1.803232e-06	12.8654970760234	8.18713450292398	61.4035087719298	7.60233918128655	9.94152046783626	11.839995	10.911024	 9.983140	 8.161539	 8.396571	 9.693871	13.394411	13.432470	12.070823	13.419384	10.083353	11.453665	 5.258425	-0.414076	10.013313	10.347551	10.176587	 7.450186	 9.668149	NA	NA	 9.525579	 8.286439	 6.334193	-0.00027724	-0.00124730	 0.00073317	 0.00166420	-0.00069303	-0.00069303	 0.00000000	-0.00011034	 0.00013863	 0.00020467	 0.00020467	-0.00816650	-0.00678130	 0.00791750	 0.00083195	-0.00041585	-0.00041585	-0.00041585	-0.00041585	 0.00305220	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	NA	 6.272501	 7.185913	12.312857	NA	10.321556	 8.664151	10.385686	10.085348	-1.413884	10.354184	 4.673460	12.151459	11.598450	16.163207	NA	NA	 5.540195	 4.012265	NA	12.638176	 4.418892	11.391341	14.759540	 4.393354	13.353460	11.839995	 9.870824	 9.631759	10.911024	 1.755913	 8.901149	13.043252	 9.579646	 4.140591	 9.789348	10.306244	 8.645344	14.119786	 7.702344	 5.889780	 6.170963	 4.286438	11.654946	14.014309	10.493642	 8.806378	11.598450	11.749807	 7.859796	 7.050464	 8.773352	 6.720426	11.613215	 6.750907	 7.504863	10.849269	11.010166	11.762173	11.112010	10.133858	 9.481575	11.931128	 1.032242	10.489882	 3.393361	10.036180	11.756394	10.628685	10.042868	-0.414076	 7.943552	10.042354	10.014360	12.252040	 9.762796	 8.982605	 6.961039	10.944102	 4.170959	 9.635848	 7.638568	10.013313	 9.971576	 6.109561	11.121761	11.245550	-0.414076	 8.534367	11.321979	11.835854	11.904944	11.384877	11.902564	11.176353	10.050546	 5.608369	 8.784445	 9.568993	10.425597	-1.413884	11.987146	-1.413884	NA	 3.286438	NA	10.956960	10.527047	10.958865	-1.413884	 9.529247	 8.753368	 8.377163	 8.121275	10.414930
TCGA-ZH-A8Y7	59	0	NA	755	bile duct	stage ivb	t3	n0	m1	male	2013	no	cholangiocarcinoma; intrahepatic	r1	white	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	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-ZH-A8Y8	73	0	NA	602	bile duct	stage i	t1	n0	m0	male	2013	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	4	1	2	2	5	4	4	6	5	4	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	3.537109e-06	7.629059e-07	14.1732283464567	7.8740157480315	60.6299212598425	9.44881889763779	7.8740157480315	10.661925	 9.885207	10.190719	 9.899574	 7.622925	10.438432	15.045052	14.215643	11.101668	11.240399	 9.856035	10.544002	 4.004447	-1.281036	 9.189703	10.040408	10.715164	 7.766168	10.516300	 0.719052	NA	10.617645	10.554699	 2.178460	 0.4522400	-0.0014728	 0.0164250	-0.5109900	-0.4501800	-0.4501800	-0.4301800	 0.0263730	-0.4301800	-0.4745900	-0.4745900	 0.0076392	-0.0014728	 0.0164250	-0.4174000	-0.4526500	-0.4526500	-0.4526500	-0.5192600	-0.0223320	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.417	-0.435	 0.107	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.452	 0.452	 0.393	 0.393	-0.469	 0.000	 0.000	 0.000	-0.450	 0.000	-0.438	-0.438	 0.000	 0.000	-0.424	 0.000	 0.000	 0.000	-0.471	 0.000	-0.475	-0.475	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.417	-0.435	 0.107	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.452	 0.452	 0.393	 0.393	-0.469	 0.000	 0.000	 0.000	-0.450	 0.000	-0.438	-0.438	 0.000	 0.000	-0.424	 0.000	 0.000	 0.000	-0.471	 0.000	-0.475	-0.475	 0.000	 0.000	 3.7634328	 8.3133683	 8.8496143	13.2407055	 2.3040145	 9.4855725	10.1059839	 9.9864156	 9.5215600	 2.6259250	 6.4469642	 6.2426063	14.7055524	 7.8197059	11.3874855	-1.2810357	NA	 3.6259367	 0.3040437	 0.3040437	12.24458	11.47122	11.005024	12.026387	 2.040963	12.037869	10.661925	10.132672	10.240644	 9.885207	 6.779739	 9.785133	12.478100	 8.256262	 6.649781	10.551934	 9.710566	 9.098422	13.602212	 8.956254	 6.545592	 8.805180	 6.545592	10.741065	12.509880	 9.972300	 9.339263	11.589794	 9.262076	 7.707728	 7.744765	 7.649781	 7.214899	11.040690	 6.564534	 9.045473	 8.951465	 9.854112	12.163541	 9.550351	 9.941235	 8.145309	11.479348	 6.531093	 9.978198	 3.848327	 9.727472	11.978640	10.338805	 9.506946	 1.303985	10.351585	 8.915031	10.510614	12.220069	11.313835	 9.493007	10.059450	10.685549	 5.242606	 9.405544	 8.465558	 9.189703	 9.972253	 7.421251	10.101668	10.376809	 8.523175	 6.649781	10.571963	11.903299	10.096254	10.025105	10.171285	10.227334	 9.746259	 6.004445	 5.539224	 9.062229	 9.923615	 0.719052	 9.379931	 8.540818	 3.178476	NA	 2.806510	11.297216	 9.399403	10.332833	-1.281036	 8.646821	 8.540036	 7.262075	 7.871329	 9.774326
TCGA-ZU-A8S4	52	1	98	NA	bile duct	stage i	t1	nx	mx	male	2012	no	cholangiocarcinoma; intrahepatic	r0	white	not hispanic or latino	1	1	NA	NA	1	1	4	1	5	4	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4	4	0	0	0	0	0	0	3.363722e-06	7.629059e-07	19.0082644628099	7.43801652892562	42.1487603305785	15.702479338843	15.702479338843	10.8978564	10.8925690	10.8785013	 9.6867292	 8.1430633	12.0254905	15.3014569	16.4488303	11.4976954	11.0440044	 9.8216120	 9.3087411	NA	 0.5808208	 9.6988967	 8.9573078	 9.6342941	 6.4665570	10.3295726	 2.3177961	NA	 9.3567053	 9.2330681	 1.3177671	-0.00124730	-0.03749000	 0.01279500	-0.00221680	 0.00249690	 0.00249690	-0.28500000	-0.27834000	 0.05651300	-0.50173000	-0.04387300	-0.29556000	 0.00708260	 0.00000000	-0.12351000	-0.28560000	 0.00055459	 0.00055459	 0.00055459	 0.00332990	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.124	 0.000	-0.220	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.173	 0.000	 0.000	 0.000	 0.000	-0.286	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.109	-0.109	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.124	 0.000	-0.220	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.173	 0.000	 0.000	 0.000	 0.000	-0.286	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.109	-0.109	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 7.527239	 6.308741	 6.744051	12.635877	NA	10.328454	 8.375237	10.563814	10.173901	NA	 4.455288	 5.145604	14.469627	 6.565714	 6.872376	 5.723780	NA	 4.165783	 2.455281	 2.580821	13.50136	 9.74489	12.176233593	10.711391226	-1.004045212	11.345692316	10.897856420	 9.246156515	10.044345072	10.892568999	 8.521379013	 9.183210325	12.307180797	 6.550446674	 4.803211535	11.195837240	 9.817632210	 9.025145377	11.574230916	11.410543465	 5.388175758	 9.243785690	 5.083319758	10.236649508	12.855974266	10.940204271	 9.920670690	11.033061938	 9.566662582	 7.650493885	 9.321467261	 7.975997531	 8.422122809	10.001482790	 5.737324420	 9.263815185	 7.866223055	10.517458676	12.340986206	10.292774389	10.327894696	 7.511558173	11.053173054	 7.776398157	 7.757409345	 5.262643623	 8.447069171	11.592047951	10.029281152	10.177631691	-1.004045212	 8.483698100	 9.457337577	10.483195849	 9.126995047	10.267321246	 9.826373383	 5.438801831	 9.477657699	-1.004045212	 8.684108644	 8.379562483	 9.698896666	 9.973173855	 7.409485981	10.027903924	 9.522357509	 4.550445134	 8.153204933	10.556191041	11.414237931	10.983122228	10.863136946	10.529187970	10.361633824	11.600179744	 7.349005160	 5.580820836	 8.699761908	 9.526264476	 1.317767139	 8.168285509	-0.004189894	NA	NA	 1.317767139	10.957669646	 9.293920826	10.939105633	 1.317767139	 9.084646574	 8.087742867	 7.029281705	 7.723778335	 9.901245239
all_p	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	4.39465584268314e-08	6.85746799659744e-08	7.24796370919214e-08	1.61188638522371e-07	2.73228574458794e-07	2.49918002601626e-07	2.68712815845413e-07	4.05980144070931e-07	4.13994414497366e-07	1.64708121774134e-06	6.88929437101475e-07	6.98617074503378e-07	7.17827361826689e-07	7.43155940305756e-07	8.07920348465547e-07	0.000367982772637615	0.000380976620922161	0.000392098838658204	0.000627232663645828	0.000652706914253373	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
all_q	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0.0371	7.74e-05	0.00152	5.88e-05	0.0835	0.00152	0.00436	7.74e-05	0.0005284936	0.02976986	0.0102	0.0532	7.74e-05	9.2e-12	0.09041383	0.0567	9.2e-12	0.09041383	6.44e-05	0.09041383	0.00851	0.08370561	0.001352503	0.04711993	0.08771354	0.04711993	0.01481786	0.0001794787	0.07647934	0.0005284936	0.02976986	0.0003247105	0.07647934	0.07647934	1.408139e-07	0.09041383	0.08771354	0.09041383	0.02300101	0.09041383	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0.013029	0.0013894	0.23748	3.3987e-23	0.02241	0.016387	6.2974e-06	0.16947	0.022382	2.3685e-05	0.067545	0.048655	0.048655	0.067545	0.076931	0.03387	0.00037763	0.00040262	0.00022134	0.23475	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.251	3.99e-09	0.274	0.251	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.988	0.274	0.251	0.988	0.988	0.988	0.988	0.988	0.274	0.988	0.988	0.988	0.988	0.979	0.979	0.756	0.144	0.979	0.979	0.000378	0.0125	0.979	0.979	0.979	0.33	0.979	0.979	0.511	0.979	0.979	0.979	0.979	0.979	0.979	0.00636	0.979	0.991	0.979	3.04e-11	0.979	0.251	0.0185	0.979	0.979	0.979	1.96e-07	0.979	0.979	0.0876	0.945	0.000316	6.67e-06	0.00636	0.003	0.000110971338107525	0.000142350007248534	0.000142350007248534	0.000284917037452143	0.000371506790933357	0.000371506790933357	0.000371506790933357	0.000487851018043696	0.000487851018043696	0.0014556903802398	0.000111825773631335	0.000112376647434755	0.000114435781655496	0.000117425215169551	0.000126538752823266	0.0234937017237517	0.0242076069984526	0.0248259743412845	0.0375050017394142	0.038481561393423	0.0013894	0.013029	0.00037763	0.067545	0.067545	0.048655	3.3987e-23	0.048655	0.23475	0.016387	0.00037763	0.067545	0.067545	0.016387	0.23475	0.23475	0.048655	0.00022134	0.23475	0.23475	2.3685e-05	0.23475	0.02241	0.23475	0.02241	0.23475	0.048655	0.048655	0.00037763	0.23475	0.23475	0.067545	0.02241	0.048655	0.016387	0.048655	0.00022134	0.016387	0.23475	0.067545	0.00037763	0.00037763	0.23475	0.23475	0.16947	0.048655	0.067545	0.00022134	0.23475	0.00037763	3.3987e-23	0.016387	0.02241	0.02241	0.23475	0.048655	0.03387	0.067545	0.048655	0.067545	0.048655	0.23475	0.016387	0.048655	0.16947	0.022382	0.16947	0.048655	0.02241	0.048655	0.067545	0.02241	3.3987e-23	0.048655	0.016387	0.067545	0.23475	0.02241	0.048655	0.067545	0.067545	0.048655	0.00037763	0.00037763	0.048655	0.23475	0.23475	0.00037763	0.23475	0.00037763	0.02241	0.048655	0.23475	0.067545	0.02241
