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_race	CLI_ethnicity	CLUS_CN_cNMF	CLUS_Methlyation_cNMF	CLUS_mRNAseq_cNMF	CLUS_mRNAseq_cHierarchical	CLUS_miRseq_cNMF	CLUS_miRseq_cHierarchical	CLUS_miRseq_Mature_cNMF	CLUS_miRseq_Mature_cHierarchical	SMG_mutsig2.0_BAP1	SMG_mutsig2.0_CYSLTR2	SMG_mutsig2.0_EIF1AX	SMG_mutsig2.0_GNA11	SMG_mutsig2.0_GNAQ	SMG_mutsig2.0_RAB38_cosmic	SMG_mutsig2.0_RGAG4_cosmic	SMG_mutsig2.0_SF3B1	SMG_mutsig.CV_BAP1	SMG_mutsig.CV_EIF1AX	SMG_mutsig.CV_GNA11	SMG_mutsig.CV_GNAQ	SMG_mutsig.CV_RAB38_cosmic	SMG_mutsig.CV_RGAG4_cosmic	SMG_mutsig.2CV_BAP1	SMG_mutsig.2CV_CYSLTR2	SMG_mutsig.2CV_EIF1AX	SMG_mutsig.2CV_GNA11	SMG_mutsig.2CV_GNAQ	SMG_mutsig.2CV_RAB38_cosmic	SMG_mutsig.2CV_RGAG4_cosmic	SMG_mutsig.2CV_SF3B1	rate_non	rate_sil	MutsigCateg_*CpG->T	MutsigCateg_Gp*Cp(A/C/T)->T	MutsigCateg_(A/C/T)p*Cp(A/C/T)->T	MutsigCateg_A->G	MutsigCateg_transver	SMG_BAP1_mRNA	SMG_CYSLTR2_mRNA	SMG_EIF1AX_mRNA	SMG_GNA11_mRNA	SMG_GNAQ_mRNA	SMG_RAB38_mRNA	SMG_RGAG4_mRNA	SMG_SF3B1_mRNA	Amp_6p24.3 	Amp_8q24.22	Amp_17q25.3	Del_1p36.12	Del_1p12   	Del_2q37.2 	Del_3p25.2 	Del_3p25.1 	Del_3p22.2 	Del_3p14.2 	Del_3q24   	Del_3q29   	Del_6q25.2 	Del_6q27   	Del_8p11.22	Del_11p15.1	Del_11q24.3	Del_16q12.1	Del_16q23.3	Del_16q24.3	Del_17q12  	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_ANKRD30B_3.61_1	mRNA_CNMF_H1FX_-1.36_1	mRNA_CNMF_IRF6_-2.57_1	mRNA_CNMF_LOC401052_-1.42_1	mRNA_CNMF_PARP3_-0.85_1	mRNA_CNMF_LIMS2_-2.29_1	mRNA_CNMF_VAV2_0.86_1	mRNA_CNMF_GAB1_0.85_1	mRNA_CNMF_CADM1_2.19_1	mRNA_CNMF_APLP2_0.7_1	mRNA_CNMF_CLIP3_1.87_2	mRNA_CNMF_CSDC2_4.24_2	mRNA_CNMF_VAT1L_5.28_2	mRNA_CNMF_C1QL1_2.59_2	mRNA_CNMF_CRABP1_5.93_2	mRNA_CNMF_AGBL2_-1.3_2	mRNA_CNMF_ELL2_-1.02_2	mRNA_CNMF_FAM103A1_-0.4_2	mRNA_CNMF_RPS10P7_-0.58_2	mRNA_CNMF_SLC35D2_0.51_3	mRNA_CNMF_FAM189A2_0.82_3	mRNA_CNMF_SASH3_-1.58_3	mRNA_CNMF_MPRIP_0.62_3	mRNA_CNMF_CCDC90A_0.46_3	mRNA_CNMF_JDP2_-0.55_3	mRNA_CNMF_TMEM163_-1.49_3	mRNA_CNMF_RABL2B_0.44_3	mRNA_CNMF_BIN2_-1.71_3	mRNA_CNMF_HLCS_-0.7_3	mRNA_CNMF_CD52_3.16_4	mRNA_CNMF_ATPIF1_0.71_4	mRNA_CNMF_LY9_3.46_4	mRNA_CNMF_UBASH3A_3.5_4	mRNA_CNMF_PSMB10_1.27_4	mRNA_CNMF_EPPK1_-1.87_4	mRNA_CNMF_PERP_-2.03_4	mRNA_CNMF_CPS1_-4.08_4	mRNA_CNMF_WDR90_-0.55_4	mRNA_CNMF_TSPAN14_-0.8_4	Amp_ASPSCR1_17q25.3_mRNA	Amp_BPTF_17q25.3_mRNA	Amp_BRIP1_17q25.3_mRNA	Amp_CANT1_17q25.3_mRNA	Amp_CBX8_17q25.3_mRNA	Amp_CD79B_17q25.3_mRNA	Amp_CLTC_17q25.3_mRNA	Amp_DDX5_17q25.3_mRNA	Amp_DEK_6p24.3_mRNA	Amp_EXT1_8q24.22_mRNA	Amp_FOXK2_17q25.3_mRNA	Amp_H3F3B_17q25.3_mRNA	Amp_HLF_17q25.3_mRNA	Amp_IRF4_6p24.3_mRNA	Amp_MSI2_17q25.3_mRNA	Amp_MYC_8q24.22_mRNA	Amp_NDRG1_8q24.22_mRNA	Amp_NEDD9_6p24.3_mRNA	Amp_PARP10_8q24.22_mRNA	Amp_PRKAR1A_17q25.3_mRNA	Amp_RAD21_8q24.22_mRNA	Amp_RECQL4_8q24.22_mRNA	Amp_RNF43_17q25.3_mRNA	Amp_TUBD1_17q25.3_mRNA	Del_ARHGEF12_11q24.3_mRNA	Del_BRCA1_17q12_mRNA	Del_CBFA2T3_16q24.3_mRNA	Del_CBL_11q24.3_mRNA	Del_CDK12_17q12_mRNA	Del_COL1A1_17q12_mRNA	Del_DDX6_11q24.3_mRNA	Del_ERBB2_17q12_mRNA	Del_ETV4_17q12_mRNA	Del_FAM46C_1p12_mRNA	Del_FANCA_16q24.3_mRNA	Del_FHIT_3p14.2_mRNA	Del_FLI1_11q24.3_mRNA	Del_KCNJ5_11q24.3_mRNA	Del_LASP1_17q12_mRNA	Del_MDS2_1p36.12_mRNA	Del_MLLT6_17q12_mRNA	Del_NF1_17q12_mRNA	Del_PAFAH1B2_11q24.3_mRNA	Del_PCSK7_11q24.3_mRNA	Del_RARA_17q12_mRNA	Del_SMARCE1_17q12_mRNA	Del_STAT3_17q12_mRNA	Del_STAT5B_17q12_mRNA	Del_SUZ12_17q12_mRNA	Del_TAF15_17q12_mRNA
TCGA-RZ-AB0B	47	1	149	NA	choroid	stage iv	t4b	NA	m1	female	2013	NA	white	NA	1	1	1	1	1	1	1	1	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	5.202077e-07	1.040415e-07	33.3333333333333	0	11.1111111111111	5.55555555555556	50	10.809518	 6.825035	10.463161	 9.447417	10.907520	12.228911	 7.175277	12.304706	 0.0042065	 2.8747000	 0.0351000	-0.4686500	-0.4686500	-0.0033243	-0.9068400	-0.9068400	-0.8882700	-0.8882700	-0.8882700	-0.8927100	 0.0102850	 0.0102850	 0.1386500	-0.0111980	-0.0119460	-0.3149400	-0.3092100	-0.3192800	 0.0351000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.188	-0.315	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.150	 0.618	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.888	-0.888	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.139	 0.139	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.188	-0.315	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.150	 0.618	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.888	-0.888	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.139	 0.139	 0.000	 0.000	 0.000	 0.000	 8.844400	 8.983360	 2.731053	 3.554184	 7.440010	 7.910203	11.623076	11.041497	10.153447	14.132267	 9.771235	 4.554184	 7.538414	 6.569778	 8.325240	 3.118077	 7.052987	 7.585208	 7.215494	 9.738841	 9.424010	 5.569777	11.744006	 8.420788	 8.187966	 1.030619	 7.376290	 4.585209	 9.491075	 4.703045	10.309649	 2.490057	 1.352533	10.651297	 4.240070	10.468891	 3.278550	 8.818522	12.682568	 9.860342	10.721927	 4.278550	10.083866	 8.530465	 8.932994	13.488962	13.237634	10.526474	10.777134	11.162798	12.780593	 5.674475	11.173045	 9.527473	12.064902	13.343573	 7.254620	12.183855	13.296088	13.122714	 8.902524	 4.316023	 6.096709	11.821375	 6.907136	 4.422939	 9.731926	10.426689	10.604266	12.092328	10.248577	 8.704811	 5.440009	 6.572103	 7.024972	 7.600475	 3.554184	11.573409	NA	11.289480	11.169851	 8.744865	10.060300	 9.892482	11.048819	12.152476	10.888211	 9.107435	11.925248
TCGA-V3-A9ZX	56	0	NA	470	choroid	stage iib	t2b	nx	mx	male	2013	no	white	not hispanic or latino	2	1	2	1	2	1	2	1	5	0	0	4	0	0	0	0	5	0	4	0	0	0	5	0	0	4	0	0	0	0	2.080831e-07	6.936103e-08	12.5	12.5	12.5	0	62.5	 9.532983	10.579187	10.128577	 9.384769	10.362124	13.186962	 6.839462	12.007277	 0.63074000	 2.80950000	-0.00983830	-0.00097017	-0.00097017	 0.02927400	-0.78446000	-0.78446000	-0.78446000	-0.78446000	-0.78446000	-0.78446000	-0.67417000	-0.67417000	-0.81474000	-0.01587900	-0.01587900	-0.70747000	-0.70747000	-0.70747000	-0.00983830	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.707	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.784	-0.784	 0.000	 0.000	 0.000	 0.000	 0.631	-0.674	 0.000	 0.000	 2.056	 2.871	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.707	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.784	-0.784	 0.000	 0.000	 0.000	 0.000	 0.631	-0.674	 0.000	 0.000	 2.056	 2.871	 0.000	 0.000	 0.000	 0.000	 5.558369	 9.475289	 2.591536	 2.302027	 8.029949	 8.757812	11.267492	10.122917	10.293235	13.715774	10.362724	 5.176498	 9.416349	 6.694345	 9.448385	 2.832546	 7.524421	 7.659581	 6.187386	10.175814	10.119368	 8.763280	11.564906	 9.043495	 7.541495	 2.717057	 7.573429	 6.886991	 9.165527	 6.549956	10.992415	 4.886989	 5.176498	11.025026	 3.038998	 7.316979	 2.939452	 8.570895	11.870407	 9.886156	10.781809	 4.804529	10.576601	 8.587431	10.928549	13.581123	13.013122	10.709060	11.067637	11.121143	12.770766	 6.739434	11.916125	 9.073151	12.627084	13.332926	 7.996290	12.777762	12.687292	13.177692	 9.348849	 7.471953	 6.866813	11.621951	 8.228529	 4.302027	 9.239321	10.510398	10.874413	12.141757	10.676585	 9.350061	 5.990084	 6.465795	 7.026922	 7.176497	 3.038998	11.953080	NA	11.224861	10.725961	 8.545731	 9.989276	 9.522273	10.812463	12.349758	10.946686	 9.103647	11.990667
TCGA-V3-A9ZY	54	0	NA	459	choroid	stage iib	t3a	nx	mx	male	2013	no	white	not hispanic or latino	1	2	3	2	3	2	3	2	0	0	4	4	0	0	0	0	0	4	4	0	0	0	0	0	4	4	0	0	0	0	5.202077e-07	1.734026e-07	35	0	15	20	30	12.2660684	-0.4542293	 8.6930290	10.1878759	 9.5542527	12.7654464	 7.8032122	10.5833711	 0.9942600	-0.0058140	 0.0126550	-0.0013858	-0.0013858	 0.0225850	-0.0091286	-0.0091286	-0.0091286	-0.0112660	-0.0112660	-0.0112660	 0.9955100	 0.9955100	-0.0058140	 0.0019418	 0.0019418	 0.0200630	 0.0200630	 0.0200630	 0.0126550	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.953	0.953	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.953	0.953	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 2.1307991	12.1713047	 6.5792465	 5.4284674	 8.8587071	12.2107158	 9.8090933	 8.8196197	 6.7552775	12.6422098	 9.1289068	 1.1307991	 2.5458201	 5.9033758	 1.5458201	 3.7157506	 7.6904820	 7.9455931	 6.6751074	11.0854676	10.8784202	 6.3402400	12.9899331	 8.4100103	 7.9678891	 0.5458696	 8.1156799	 4.3007095	 8.1232528	 5.1896823	 9.7770453	 1.5458201	 1.5458201	10.4413993	 4.9720906	 9.9970352	 8.4971089	 8.8587071	12.9958754	10.764993	10.345106	 2.353182	10.726355	 8.957335	 9.104245	11.843600	12.266923	 9.318963	 9.423875	11.347532	12.615945	 6.160533	10.839296	 7.452715	12.407493	11.588851	 9.921950	11.117577	12.157310	 9.733176	 7.189680	 7.595673	 5.715748	10.955745	 5.695571	 4.189682	 9.656960	 9.548639	 8.253183	11.298623	10.835843	 9.827754	 3.005256	 6.315860	 8.781838	 6.204035	 4.130783	12.633453	NA	11.339834	 9.706956	 7.092719	 9.795530	10.935455	10.148523	11.786019	10.785423	 7.287291	12.417344
TCGA-V4-A9E5	51	0	NA	2499	choroid	stage iiib	t4b	n0	m0	female	2008	no	white	not hispanic or latino	1	3	3	2	4	3	3	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	2.774441e-07	6.936103e-08	28.5714285714286	0	0	21.4285714285714	50	12.5741812	 0.6643008	 9.4732522	 9.8254199	 9.8114930	13.7043209	 6.9496902	 9.7504243	 1.985300	 0.955910	 0.066778	 0.091880	-0.018216	-0.012091	-0.029763	-0.029763	-0.029763	-0.029763	-0.057654	-0.044957	 0.961650	 0.961650	 0.954370	 0.997790	 1.030800	-0.931860	-1.054100	-1.125300	 0.066778	 0.000	 0.000	 0.998	 0.998	 0.000	 0.000	 0.000	 0.000	 0.000	-0.139	-1.293	 0.000	 0.000	 0.000	 0.000	 0.102	 0.102	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.947	 0.947	 0.000	 0.000	 1.985	 0.909	 0.000	 0.000	 0.954	 0.954	 0.000	 0.000	 0.195	 0.195	 0.000	 0.000	 0.998	 0.998	 0.000	 0.000	 0.000	 0.000	 0.000	-0.139	-1.293	 0.000	 0.000	 0.000	 0.000	 0.102	 0.102	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.947	 0.947	 0.000	 0.000	 1.985	 0.909	 0.000	 0.000	 0.954	 0.954	 0.000	 0.000	 0.195	 0.195	 0.6643008	11.9459284	 6.8140351	 5.9496913	 9.1661252	12.5121284	10.1061948	10.4521907	 5.2188780	14.0267799	 7.6977113	 6.4456473	 6.0905528	 5.7517502	 7.3224996	 4.8342106	 8.1481038	 8.0041379	 6.9216755	10.5300214	11.6203012	 5.7086811	13.2556936	 8.5950254	 7.2417172	-0.3356992	 8.4051819	 2.2492633	 7.5591055	 5.5469315	 9.7004617	 0.6643008	 2.6642780	 9.3472827	 5.5469315	 9.8051178	 9.3785335	 9.9850887	13.6642000	10.8398377	 9.8241594	 0.6643008	11.0245865	 8.9404126	 8.1561412	11.5560718	11.4398984	 9.4191756	10.3269565	11.1671199	12.8831540	 4.9496890	10.1700997	 7.9263832	12.0091388	13.7614149	11.7600148	11.6582879	12.8339000	10.7636359	 8.3153398	 8.2111826	 3.8342157	10.644428	 5.249252	 2.986211	 9.264201	 9.568170	 8.801279	10.921086	11.755062	10.244547	 5.571179	 5.918277	 9.514475	 3.664289	 4.834211	12.610463	NA	11.044208	 9.277156	 6.606802	11.092308	10.267914	 9.781931	10.669913	10.817207	 7.047992	13.064901
TCGA-V4-A9E7	76	1	415	NA	choroid	stage iiia	t4a	n0	m0	male	2011	no	white	NA	2	1	1	1	5	4	1	3	5	0	0	0	4	0	0	0	5	0	0	4	0	0	5	0	0	0	4	0	0	0	4.508467e-07	1.040415e-07	31.25	12.5	18.75	6.25	31.25	10.301424	NA	 9.368538	 9.542066	10.341007	13.286725	 7.512990	11.460957	 0.010982	 2.609800	-0.065313	-1.044400	 0.014190	-0.076984	-1.012500	-1.012500	-1.012500	-1.010800	-0.994050	-0.994050	-0.898780	-0.971240	-1.046800	-0.025483	-0.025483	-0.946520	-0.963650	-1.009300	-0.048748	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.864	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.999	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.994	-0.994	 1.077	 0.101	 0.000	 0.000	 0.000	-0.899	 0.000	 0.000	 0.144	 1.190	 0.000	 0.000	-0.237	-0.237	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.864	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.999	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.994	-0.994	 1.077	 0.101	 0.000	 0.000	 0.000	-0.899	 0.000	 0.000	 0.144	 1.190	 0.000	 0.000	-0.237	-0.237	 6.7266283	10.3317124	 0.2508403	 4.2508934	 8.6389123	 7.8508075	11.0057824	 9.4688525	 8.9055308	13.6562358	10.6745360	 0.2508403	 0.2508403	 6.5270187	 3.0582472	 3.7103271	 6.7427473	 7.5082829	 6.4892989	10.0590547	10.1890042	 3.5728169	12.0634733	 8.5773242	 8.2565196	NA	 8.1304779	 1.5728412	 8.9180063	 2.9513267	10.4208199	 1.8358432	NA	 9.6528410	 3.0582472	 6.5270187	 2.0582472	 8.8358575	12.1513843	10.998668	10.495259	 4.295290	10.273263	 8.782276	10.108876	12.790902	12.914786	 9.955663	10.713908	11.044905	12.801882	 1.572841	12.140209	 8.677160	12.756334	12.758318	 8.658163	12.216499	12.462023	12.285692	 9.470063	 5.083784	 5.479712	11.4727840	 7.5996228	 2.8358635	 9.4566881	10.0032755	 6.3061766	12.0047383	10.6860442	 9.2466620	 2.9513267	 6.6624904	 7.3646372	 5.6602869	 2.7103271	12.2272800	-0.7490384	11.2134294	10.6356786	 7.5082829	 9.6378459	10.8264341	10.8216993	11.5446538	11.0774434	 8.1057634	12.2487800
TCGA-V4-A9E8	49	1	808	NA	choroid	stage iiia	t4a	n0	m0	male	2011	no	white	not hispanic or latino	3	4	4	1	5	3	1	4	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	4.161662e-07	1.387221e-07	12.5	6.25	18.75	18.75	43.75	 8.645282	 9.330017	 8.173328	 9.307684	 8.923083	13.597753	 8.217124	10.605556	 0.766960	 0.741210	 0.602570	-0.108240	-0.023018	 0.326900	-0.444800	-0.444800	-0.427240	-0.427240	-0.415970	-0.415970	-0.861610	-0.861610	 0.727540	 0.311680	 0.308730	-0.096704	-0.096704	-0.096704	 0.639380	 0.000	 0.000	 0.312	 0.312	 0.000	 0.000	 0.759	 0.730	 0.000	 0.000	 0.000	 0.618	 0.618	 0.000	 0.000	-0.126	-0.126	 0.000	 0.000	 0.985	 0.985	 1.080	-0.491	 0.327	 0.327	-0.427	-0.427	 0.000	 0.000	 0.000	 0.000	 0.767	-0.862	 0.000	 0.000	 0.796	 0.796	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.312	 0.312	 0.000	 0.000	 0.759	 0.730	 0.000	 0.000	 0.000	 0.618	 0.618	 0.000	 0.000	-0.126	-0.126	 0.000	 0.000	 0.985	 0.985	 1.080	-0.491	 0.327	 0.327	-0.427	-0.427	 0.000	 0.000	 0.000	 0.000	 0.767	-0.862	 0.000	 0.000	 0.796	 0.796	 0.000	 0.000	 0.000	 0.000	-0.01654119	10.49129835	 0.98353178	 3.68394343	 9.15092188	10.62103425	10.71736643	 9.38864504	 9.16341269	13.70150133	12.09789673	NA	 3.15343246	 7.00587153	NA	 3.15343246	 5.81639491	 7.18317583	 5.93769984	 8.97502538	 9.91719438	 8.30993331	12.77710699	 8.14841048	 8.48732958	 3.44293023	 8.60533580	 6.13325115	 9.45314550	 7.62012816	11.03199054	 6.26890593	 3.98350441	11.76772952	 3.15343246	 6.80368297	 2.98349529	 8.28271177	11.48633547	11.559516	 9.670004	 2.790855	10.952170	 9.291843	 9.701180	12.516103	12.307966	 7.822707	10.121776	11.181949	12.775074	 5.268906	11.728338	 9.668252	11.489811	11.570812	 8.768139	12.580858	12.785818	 9.620128	 8.133251	 4.890393	 5.841485	10.71057323	 4.98350441	 5.62735878	 9.37152097	10.15468054	12.93095799	10.93624490	11.78763468	 9.72328431	 4.07096457	 5.20383543	 8.34982569	 6.13325115	 6.81639363	13.48372315	-0.01654119	11.28899546	 9.97644197	 6.82899328	10.64126874	10.83447184	10.25846416	11.87262733	11.24442324	 7.17332835	12.64728413
TCGA-V4-A9E9	50	0	NA	1246	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	4	4	3	2	3	2	4	4	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	3.814857e-07	1.734026e-07	25	0	6.25	6.25	62.5	12.558595	NA	 8.292112	10.064130	 9.641231	13.146279	 7.612031	10.340659	 1.9851000	 1.0546000	-0.0293110	-0.0383720	 0.0000000	 0.0041632	 0.0026978	 0.0026978	 0.0026978	 0.0026978	 0.0047190	 0.0047190	-1.0341000	-1.0647000	-0.0055375	-0.0084385	-0.0303480	-0.0243880	-0.0243880	-0.0243880	-0.0293110	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.025	 1.949	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.025	 1.949	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 3.2410012	11.6372835	 6.4474585	 5.8624960	 9.5643227	12.6882503	 9.9435804	 8.1255307	 2.5405729	13.3167958	 7.8443492	NA	-0.4593775	 6.0951565	 1.5405729	 3.3479207	 7.4947644	 7.8259707	 6.5739910	10.1142155	11.6359654	 4.8259688	12.9044294	 9.2427411	 6.8443492	 1.8625109	 8.2650824	NA	 7.2684887	 3.0000000	11.0587297	NA	NA	11.1478987	 7.8848641	 8.5517955	 7.8489077	 9.5985601	13.3450019	11.616048	 8.954196	 1.862511	10.443697	 7.839776	 8.180813	12.183071	12.306476	 8.919947	 9.890402	11.032422	12.544789	 5.966834	13.050096	 7.825971	11.107574	12.952344	 9.918863	12.367514	12.540921	10.127408	 7.690316	 9.032422	 4.898121	10.699178	 6.110424	 6.659509	 8.444450	 9.863623	 9.639916	10.971021	11.558421	 8.169925	 2.540573	 5.979360	 7.915608	 4.295459	 3.447460	13.132558	NA	11.400879	 8.590417	 6.769387	 9.146974	11.485646	10.076816	10.940914	10.924813	 6.898120	12.745751
TCGA-V4-A9EA	66	0	NA	1348	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	4	4	3	2	3	2	NA	NA	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	3.814857e-07	1.040415e-07	57.1428571428571	0	14.2857142857143	14.2857142857143	14.2857142857143	13.321424	NA	 7.777794	10.478234	 8.463284	11.987248	 7.939433	 9.705359	 1.04070000	 3.03400000	 0.01502800	-0.00041585	-0.00041585	 0.00291330	-0.00567570	-0.00567570	-0.00567570	-0.00567570	-0.00567570	-0.00553750	-0.00332430	-0.00332430	 0.00819590	-0.01230000	-1.02550000	-0.02288100	-0.02288100	-0.02288100	 0.01502800	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.006	1.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.006	1.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 3.499808	12.399469	 7.637313	 5.604145	 8.955959	12.925236	10.113047	 9.703403	 5.499811	11.800391	 7.912591	NA	NA	 5.535434	 2.762838	 2.177886	 6.892127	 7.637313	 6.535434	10.083269	12.454297	 5.387335	13.418822	 7.878321	 7.120397	 0.177854	 8.587273	 2.499808	 6.762844	 2.762838	 9.620825	NA	NA	10.610424	 5.035861	 9.926075	 7.552921	10.001249	14.090771	10.900689	 9.681708	 1.762859	11.318711	 8.155162	 8.936105	10.905802	10.955959	 8.367706	10.084772	11.077239	12.595998	 6.406700	11.657662	 7.096745	11.733909	14.409778	10.043615	12.269978	12.344045	 9.837878	 8.878321	 8.747737	 3.878323	 8.965784	 6.327628	 3.762848	 7.978781	 9.876586	10.312308	 9.699482	12.489062	12.921244	 4.265347	 7.181372	 9.126249	 2.499808	 2.985245	13.911109	NA	11.653615	 8.382453	 4.701444	 9.594933	12.316793	 9.941094	11.706336	10.966600	 6.035864	13.174708
TCGA-V4-A9EC	75	0	NA	743	choroid	stage iib	t3a	n0	m0	female	2012	no	white	not hispanic or latino	4	4	3	2	6	2	5	2	0	0	4	0	4	0	0	4	0	4	0	4	0	0	0	0	4	0	4	0	0	4	6.936103e-07	1.387221e-07	29.1666666666667	8.33333333333333	12.5	16.6666666666667	33.3333333333333	12.099321	NA	 9.939664	 9.416102	10.055038	13.076894	 6.109440	11.428519	 0.46144000	-0.00235530	 0.00027728	-0.00166290	-0.00166290	-0.00360110	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00430210	 0.00131020	-0.00235530	-0.00443120	-0.00443120	-0.00802440	-0.00802440	-0.00802440	 0.00027728	 0.000	 0.000	 0.000	 0.000	-0.988	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.457	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.988	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.457	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 4.5053701	11.7829822	 6.6944039	 4.9907961	 9.5250713	11.6130572	 9.7638882	 9.2538305	 5.3850755	12.6967741	 8.0364390	-0.1384416	 3.5619493	 3.9489746	NA	 3.8615088	 8.3331885	 8.1326025	 6.2013633	10.6728879	11.2575827	 4.9489746	12.2727593	 9.6591746	 7.2623928	 2.4464680	 8.6899669	 2.8615187	 8.0112602	 4.3850720	10.8608086	-0.1384416	 1.8615187	10.4189768	 7.3372464	10.6147299	10.0963306	 9.0951327	13.4852804	10.948976	 9.670477	 3.183439	10.203588	 8.026420	 8.599605	12.058115	12.302382	 9.416102	 9.347343	11.310146	12.722600	 5.883880	10.747210	 7.719494	11.564552	12.388012	11.353867	11.300305	12.621817	10.872041	 7.369308	 8.232201	 5.183443	10.978507	 5.589434	 4.320947	 8.841653	 9.834493	11.691632	11.635888	10.642053	10.189066	 4.446475	 6.546752	 8.738030	 4.719496	 3.183439	12.581116	NA	11.213557	 9.799622	 6.815710	 9.011616	11.055038	10.601294	10.937661	10.670477	 7.636301	12.895452
TCGA-V4-A9ED	45	0	NA	1078	choroid	stage iiia	t3b	n0	m0	male	2012	no	white	not hispanic or latino	5	3	2	3	1	1	4	1	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	3.468052e-07	1.734026e-07	53.3333333333333	13.3333333333333	0	0	33.3333333333333	11.226845	 8.795391	 8.754169	 9.704866	10.218258	12.967265	 8.249608	10.993970	 0.0154470	 0.1701600	-0.0340860	 0.0000000	 0.0000000	 0.0098669	-0.9858900	-0.9858900	-0.9458400	-0.9413000	-0.9392600	-0.9374700	-0.0136770	-0.0136770	 0.1271400	-0.0094046	-0.0031859	-0.0245240	-0.0245240	-0.0245240	-0.0340860	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.986	-0.986	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.127	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.986	-0.986	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.127	 0.000	 0.000	 0.000	 0.000	 6.273676	10.569377	 2.356144	 2.886648	 8.787984	10.771645	11.036790	10.440060	 8.390784	13.598452	11.086325	 5.844423	 7.376037	 8.134580	10.048075	 3.273680	 6.793543	 7.517129	 5.694008	10.396275	11.874244	 7.241495	12.755594	 8.436511	 8.373565	 3.645644	 7.995563	 5.434141	 8.952742	 6.151997	10.916258	 1.186184	 2.993566	11.168493	 5.508140	 7.093104	 3.993566	 9.143315	11.973503	10.903461	 9.781470	 3.186215	10.509830	 8.920922	10.568837	12.542527	12.504897	 8.599841	10.164923	10.930206	13.128361	 5.830068	12.275166	 8.556900	12.547608	11.913069	 9.577456	11.792618	12.466113	10.625004	 7.608278	 5.645644	 5.453001	11.287532	 5.645644	 4.914134	 8.951084	 9.855983	12.467418	11.735516	11.520765	 7.429387	 4.471617	 6.476877	 8.238781	 6.830069	 4.886653	12.855208	NA	11.150554	10.275001	 7.371088	 9.515460	10.921346	10.577993	12.122667	11.025810	 7.503625	12.594277
TCGA-V4-A9EE	86	1	398	NA	choroid	stage iib	t3a	n0	m0	male	2012	no	white	not hispanic or latino	3	1	1	1	5	4	1	3	5	0	0	0	4	0	0	0	5	0	0	4	0	0	5	0	0	0	4	0	0	0	5.202077e-07	2.080831e-07	28.5714285714286	9.52380952380952	23.8095238095238	19.047619047619	19.047619047619	 9.679246	 8.670647	10.554605	 9.314750	10.373076	12.655631	 8.186206	12.799825	-0.0161540	 2.2132000	 0.0206230	-0.6960400	-0.4452300	-0.0033243	-0.9203600	-0.9203600	-0.8921200	-0.8921200	-0.8921200	-0.8921200	-0.0161540	-0.1630700	 0.0897060	-0.4408100	 0.0000000	-0.0022023	-0.0022023	-0.0026322	 0.0206230	 0.000	 0.000	-0.426	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.445	-0.445	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.892	-0.892	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 2.123	-0.440	-0.440	 0.000	 0.000	 0.000	 0.000	-0.426	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.445	-0.445	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.892	-0.892	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 2.123	-0.440	-0.440	 0.000	 0.000	 9.98640212	 9.38926285	 0.06212171	 3.86943715	 8.31947207	 7.26828467	11.16930151	11.06208440	 9.92730212	14.32060138	 9.77690228	 5.43131874	 3.72505400	 4.62687130	 2.56457328	 4.17755907	 7.94268809	 7.85322533	 6.29090355	 9.47006032	 9.36434262	 6.92006578	11.95209531	 8.67924573	 7.99872242	 3.83467077	 7.63699358	 6.15660291	 9.62050522	 5.92006459	10.22027336	 3.33509732	 3.28446971	10.42329716	 5.92833242	10.16930145	10.74858492	 9.22782890	12.02786872	 9.520833	11.235137	 5.606404	10.533421	 8.039364	 9.253555	13.464430	13.864702	10.827232	10.393375	11.013612	13.435221	 4.310013	12.024378	 9.000684	12.440199	12.919417	 8.634469	11.475536	13.229973	12.733253	 9.184481	 4.799051	 6.596063	12.029311	 7.858665	 3.232016	 9.961441	10.394867	10.964459	11.843444	10.707443	 9.155722	 5.992823	 8.023804	 6.621781	 7.271538	 4.521516	11.801162	-1.522841	11.849307	11.329651	 9.024016	10.110235	10.642029	11.326332	12.739804	10.896029	 9.547243	11.812791
TCGA-V4-A9EF	56	0	NA	1165	choroid	stage iiib	t4b	n0	m0	male	2012	no	white	not hispanic or latino	1	1	1	1	5	4	NA	NA	7	0	0	4	0	0	0	0	7	0	4	0	0	0	7	0	0	4	0	0	0	0	2.774441e-07	6.936103e-08	30	10	0	20	40	 8.991674	 5.016211	 9.358604	 9.906211	10.393182	12.860308	 8.238605	11.244420	 0.0105640	 1.4991000	-0.0111980	 0.0000000	 0.0000000	 0.0095883	-0.8758200	-0.8758200	-0.8758200	-0.8868800	-0.8668800	-0.8668800	 0.0105640	 0.0105640	-0.0240840	-0.0103700	-0.0103700	-0.0145030	-0.0145030	-0.0145030	-0.0111980	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.867	-0.867	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.499	 1.499	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.867	-0.867	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.499	 1.499	 0.000	 0.000	 0.000	 0.000	 5.82029131	10.13168954	 3.12639474	 2.03892777	 8.07510579	 9.11039483	11.47095221	10.31097886	 8.19375056	13.82668193	10.24777635	 0.03899798	 3.28686637	 6.03893215	 2.49835300	 3.20886057	 6.69714412	 7.51060753	 6.28685898	10.19121717	10.97372893	 5.84628770	12.54424774	 8.39428347	 7.63884495	 3.56249888	 8.19375056	 4.12639474	 8.40743901	 4.28685898	10.78502679	 1.03892777	 0.62386686	10.49733902	 4.65364477	 5.94582304	 3.56249888	 8.24350343	12.58099692	10.386554	 9.607838	 3.431249	10.631389	 8.622015	10.511623	12.795906	12.667492	 9.107711	10.556602	11.201009	13.162245	 5.016211	12.582085	 7.790476	13.055305	13.150068	 8.398682	12.001286	12.899437	11.714446	 8.589679	 5.871821	 5.921574	11.558077	 6.258101	 4.208861	 8.912377	10.067529	10.388214	12.014064	11.129706	 8.354082	 4.530782	 6.898343	 7.933750	 6.753178	 3.682787	12.345706	NA	11.391252	10.341000	 8.044557	 9.712498	10.893801	10.704712	11.975202	11.076479	 7.890681	12.535537
TCGA-V4-A9EH	53	0	NA	670	choroid	stage iiib	t4c	n0	m0	male	2012	no	white	hispanic or latino	4	2	4	2	3	2	4	2	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	3.121246e-07	6.936103e-08	25	0	25	8.33333333333333	41.6666666666667	12.3450386	 0.2194628	 9.2062000	 9.6009528	 9.9947459	12.3852591	 8.5900975	11.3574684	-0.0186270	-0.0088526	-0.0456350	-0.0766360	-0.0150540	 0.0167050	-0.0208060	-0.0208060	 0.0079175	 0.0079175	 0.0079175	 0.0079175	 0.0155870	 0.0155870	-0.0088526	-0.0299940	-0.0223320	-0.0607480	-0.0607480	-0.0607480	-0.0456350	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	2.807	2.784	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	2.807	2.784	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 1.6344539	11.8098410	 7.0438388	 5.1262997	 9.3314150	10.5600018	 9.8031195	 9.3366201	 7.0732397	12.7531452	11.1545750	 0.9563541	 4.4924301	 6.4026318	 6.0007707	 5.1736072	 7.0773904	 8.3107041	 6.4288626	10.4846343	10.3512669	 7.1501474	11.9396542	 8.1540839	 7.7739990	 1.2194009	 8.8475516	 5.4546267	 8.9313637	 6.8242714	10.4951465	 3.6788381	 3.6788381	11.2567281	 3.4924301	 8.3174420	 6.6344481	 8.9963913	11.8210260	10.621356	10.271072	 4.278304	10.507507	 8.548833	10.049133	12.127552	12.745420	 9.419900	 9.481505	10.713599	13.055460	 6.553311	11.818858	 7.358961	11.300227	11.207621	 8.492428	12.192390	12.288412	10.441790	 6.956375	 8.453029	 6.848767	11.179653	 7.052300	 3.158014	 9.342669	10.073239	 9.385992	11.641825	10.660279	 9.166803	 4.541335	 6.909129	 8.440191	 6.479937	 5.565186	12.123417	NA	11.550327	10.289531	 7.750791	 9.442873	10.776235	10.350409	12.183751	11.257643	 8.217530	12.074798
TCGA-V4-A9EI	78	1	389	NA	choroid	stage iiib	t4c	n0	m0	male	2012	yes	white	not hispanic or latino	2	1	1	1	5	4	1	1	6	0	0	4	0	0	0	0	6	0	4	0	0	0	6	0	0	4	0	0	0	0	6.936103e-07	1.734026e-07	12	20	28	4	36	11.054750	 5.172963	10.489505	 8.938128	 9.996500	12.557427	 6.778867	12.037586	 0.81386000	 3.65690000	-0.00075872	-0.00062440	-0.00062440	-0.01965800	-0.78602000	-0.78602000	-0.78391000	-0.78391000	-0.79073000	-0.79073000	-0.84607000	-0.84607000	-0.95352000	-0.01801000	-0.01801000	-0.53708000	-0.53708000	-0.53708000	 0.00131670	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.537	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.983	 0.000	-0.786	-0.786	 1.405	 0.000	 0.000	 0.000	-0.032	-0.846	 0.000	 0.000	 2.703	 3.657	-0.250	-0.250	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.537	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.983	 0.000	-0.786	-0.786	 1.405	 0.000	 0.000	 0.000	-0.032	-0.846	 0.000	 0.000	 2.703	 3.657	-0.250	-0.250	 0.000	 0.000	 8.10825994	 8.61037082	 1.50999980	 3.89466257	 7.96029508	 7.47450175	10.66453733	10.74601467	10.81022586	13.58421626	10.02919983	-0.07491205	NA	 3.79951218	 0.34004947	 3.34007797	 7.19494395	 8.01020079	 6.14097493	 9.76266590	 8.97488662	 6.23489405	11.35740586	 8.70749028	 7.54464689	 1.79950181	 7.40565291	 5.52989901	 9.10660429	 4.24696286	11.23924354	 1.66202316	 1.79950181	10.26303147	 4.66200606	 8.12634517	 3.54953364	 8.63928354	11.38361542	 9.658053	10.523401	 5.270813	10.580271	 8.194944	11.034433	13.400814	13.086590	11.104532	11.101003	11.063523	12.596505	 3.510000	11.641429	 8.691014	12.691774	13.314938	 8.081543	12.192702	12.794953	13.254740	 9.972162	 6.108259	 6.611538	11.314131	 7.448600	 2.588013	 9.057752	10.315565	 9.977153	11.728227	10.570096	10.098299	 7.127978	 7.254102	 6.762140	 6.795402	 2.732399	11.381563	NA	11.236786	10.588003	 8.352700	10.066132	 9.841415	10.773661	11.900528	10.413213	 9.329470	11.382932
TCGA-V4-A9EJ	38	0	NA	746	choroid	stage iib	t3a	n0	m0	male	2012	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	0	4	0	0	0	4	0	0	4	0	0	0	0	0	0	4	0	0	0	4	7.629713e-07	1.387221e-07	34.6153846153846	23.0769230769231	7.69230769230769	11.5384615384615	23.0769230769231	12.232959	-1.183769	 9.444607	 9.977923	10.255472	13.487647	 6.386016	11.557417	 1.75830000	 0.92287000	 0.88643000	-0.02151500	-0.00715750	 0.00414320	-0.00555740	-0.00555740	-0.00555740	-0.00555740	-0.00555740	-0.00555740	-0.03478700	-0.03478700	-0.00057443	-0.00528090	-0.00528090	-0.00887250	-0.00887250	-0.00887250	-0.01466100	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.712	0.000	0.000	0.000	0.000	0.923	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.712	0.000	0.000	0.000	0.000	0.923	0.000	0.000	0.000	0.000	 4.7468985	11.2908809	 5.4885857	 5.8048461	 9.0219544	12.6424115	 9.6024307	 9.5868250	 5.3239573	13.9964198	 8.0545658	 2.6235157	 5.6105761	 4.3397218	 6.4814975	 3.8605556	 9.3678692	 8.5874194	 6.8048461	11.1764594	11.8210837	 5.6490521	13.0576973	 9.5752170	 7.2466133	 1.6235392	 7.7488778	 3.5710457	 8.3973615	 4.8605556	10.9860860	 0.4010843	-1.1837689	10.5855857	 5.8822493	10.2761049	 7.9194485	 8.8969787	13.2665990	11.203371	10.064682	 3.816159	10.969396	 8.193372	10.092285	13.284085	13.110495	10.678023	10.185758	11.381025	13.810249	 6.970979	13.260788	 9.085288	11.417003	12.711736	10.996381	11.590536	13.565821	11.807502	 7.560995	10.573968	 6.929903	11.331861	 7.929903	 2.516595	 9.041368	 9.886282	 9.717782	11.802892	10.919777	 8.456406	 3.623516	 5.270996	 6.793441	 5.793441	 4.430874	12.913864	-1.183769	11.169859	 9.934453	 8.144836	 9.974556	10.703762	10.830879	11.047682	10.861921	 8.242426	12.537046
TCGA-V4-A9EK	37	0	NA	1028	choroid	stage iib	t3a	n0	m0	female	2012	no	white	not hispanic or latino	4	4	4	2	4	3	3	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	5.202077e-07	6.936103e-08	17.6470588235294	0	23.5294117647059	17.6470588235294	41.1764705882353	11.714875	 1.473112	10.841636	 8.937472	11.026183	12.227850	 6.925989	13.052540	 1.5813000	 0.8044200	 0.8595700	 0.0047190	 0.0047190	-0.9779300	-0.0116110	-0.0116110	-0.0116110	-0.0116110	-0.0116110	-0.0116110	-0.0202750	-0.0202750	 0.8044200	-0.0083005	-0.0070576	 0.0322810	 0.0322810	 0.0322810	 0.0503920	 0.000	 0.000	 0.000	 0.000	-0.898	-0.898	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.809	 0.000	 0.000	 0.000	 0.000	 0.000	 0.954	 0.000	 0.000	 0.000	 0.000	 0.753	 0.753	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.579	 1.579	 0.000	 0.000	 0.804	 0.804	 0.000	 0.000	 0.149	 0.149	 0.000	 0.000	 0.000	 0.000	-0.898	-0.898	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.809	 0.000	 0.000	 0.000	 0.000	 0.000	 0.954	 0.000	 0.000	 0.000	 0.000	 0.753	 0.753	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.579	 1.579	 0.000	 0.000	 0.804	 0.804	 0.000	 0.000	 0.149	 0.149	 1.1512094	11.3527132	 0.7361286	 6.3800212	 8.9569456	12.7351073	 9.5542139	10.9573486	 6.7878268	13.0926163	 9.8271588	-0.8489205	 2.7361719	 4.3606522	 1.7361719	 4.1054015	 8.8004580	 8.1735697	 7.7361645	10.9825091	10.2406523	 7.7096229	12.7796474	 9.3752035	 6.8791225	 4.0091859	 8.4284892	 6.4458227	 8.1983257	 7.4038676	10.8147599	 5.1735712	 4.1512013	10.4127091	 2.7361719	 7.9809244	 3.9060921	 8.4226649	11.7645309	 9.958557	11.797536	 4.674766	10.520254	 8.921040	 6.009184	13.373619	13.238665	11.638288	10.188062	10.888872	13.703511	 5.238665	12.771536	 9.272735	12.500483	12.304912	10.147675	10.598802	13.516362	12.031547	 6.682583	 8.142724	 7.190121	11.4050493	 7.2649436	 2.3211200	 8.8111977	10.2675457	 8.9982593	12.2456095	10.6380368	 8.0878399	 5.5774651	 5.5602533	 8.3385541	 6.9521017	 6.9649831	12.1265124	-0.8489205	11.3591313	10.7663716	 8.4618146	 9.3153421	 9.8585609	11.2577647	11.5993181	11.2843440	 9.3261274	12.0774978
TCGA-V4-A9EL	60	0	NA	982	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	5	1	4	1	5	4	1	1	7	0	0	0	4	0	0	0	7	0	0	4	0	0	7	0	0	0	4	0	0	0	3.121246e-07	1.040415e-07	50	16.6666666666667	8.33333333333333	0	25	 8.242680	 9.524590	10.333632	 8.514310	10.232103	13.140280	 6.702982	12.382924	 0.01752500	 3.15720000	-0.00859520	-0.00029591	-0.00029591	-0.00265090	-1.29290000	-0.88522000	-0.80527000	-0.80527000	-0.80527000	-0.80527000	-0.81163000	-0.81163000	-0.83713000	-0.01231900	-0.01231900	-0.82359000	-0.82359000	-0.84876000	-0.00859520	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.822	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.805	-0.805	 0.000	 0.000	 0.000	 0.000	 0.000	-0.812	 0.000	 0.000	 2.379	 3.216	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.822	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.805	-0.805	 0.000	 0.000	 0.000	 0.000	 0.000	-0.812	 0.000	 0.000	 2.379	 3.216	 0.000	 0.000	 0.000	 0.000	 7.4609604	 8.8115873	 1.6861643	 3.5930669	 8.0849173	 7.0655518	11.4844430	10.7488945	 9.9842363	13.4666622	10.1969378	 0.2711866	NA	 3.2711418	NA	 5.2711380	 7.3935329	 7.9336741	 6.1619078	 9.9807945	 9.3726742	 8.2445946	11.1909927	 8.2311381	 7.5840192	 2.3866178	 7.6519579	 7.1659541	 9.3603660	 6.5441546	11.3909420	 4.1780294	 4.4410585	11.6996709	 3.8560993	 6.2018730	-0.3138357	 8.4789641	11.2669033	 9.813523	10.664527	 5.330031	10.304559	 8.250323	10.709235	13.389969	13.697139	10.618388	10.882776	11.174265	12.793064	 3.544152	11.736873	 8.649070	11.842573	12.692938	 7.225333	12.923608	12.446894	13.089385	 9.247462	 5.300885	 6.599063	11.073383	 7.012603	 3.934101	 9.070957	 9.955300	10.336777	11.967524	10.317351	 8.790772	 5.999057	 6.437316	 6.556538	 7.980794	 3.934101	11.762989	-1.313656	11.293735	10.307768	 7.853592	10.062527	 9.605782	10.932617	12.341816	10.612840	 9.189999	11.831469
TCGA-V4-A9EM	53	0	NA	966	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	1	2	2	3	3	2	3	4	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	5.895688e-07	1.734026e-07	27.2727272727273	4.54545454545455	9.09090909090909	13.6363636363636	45.4545454545455	12.414580	 7.516820	 8.730082	10.225986	10.144383	12.634484	 8.031849	10.913250	 0.9416400	 1.9289000	 0.0327300	 0.0544020	 0.0096138	 0.0037719	-0.0184650	-0.0184650	-0.0184650	-0.0184650	-0.0184650	-0.0192890	 0.9416400	 0.9416400	 1.9289000	-0.0091034	-0.0139280	 0.0198080	 0.0198080	 0.0454500	 0.0526500	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.942	0.942	0.000	0.000	1.929	1.929	0.000	0.000	0.134	0.134	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.942	0.942	0.000	0.000	1.929	1.929	0.000	0.000	0.134	0.134	 5.9633701	11.9801776	 8.8065342	 5.9089210	10.2238968	12.1347778	 9.9355514	 9.2879665	 8.1480611	13.4056985	10.5577630	 6.0413722	 8.2610498	 6.4752681	 9.9482624	 1.7934381	 7.0286609	 7.6093612	 5.8809083	 9.9939343	10.7495784	 6.1153725	12.7830753	 8.6050865	 6.0788468	 2.3784006	 8.6326481	 4.6007990	 8.9482624	 3.9633724	10.4652802	 0.7934381	 0.7934381	10.2077772	 6.2084821	11.6653495	 5.9766661	 9.4348940	13.8160433	10.505398	10.255606	 2.793438	11.022664	 7.422801	 8.761151	12.320107	12.465428	 9.320921	10.588943	11.105571	13.128462	 6.150996	10.902404	 8.322224	12.212175	11.702587	 9.758267	11.773822	12.737302	11.067228	 9.428860	 9.195746	 5.230849	11.2049553	 7.2799439	 2.2084860	 9.2839609	10.3293676	10.3771539	11.7882691	10.8079298	11.2172605	 4.9898429	 5.5113479	 8.9431914	 5.2959434	 5.1392198	12.4217379	 0.7934381	11.4306729	10.4366993	 8.1914753	 9.7385760	11.4234080	10.2218045	12.8419312	11.2477436	 7.2252904	12.2401830
TCGA-V4-A9EO	74	0	NA	773	choroid	stage iiia	t4a	n0	m0	male	2013	no	white	not hispanic or latino	1	3	1	3	4	3	5	2	4	0	0	0	4	0	0	0	4	0	0	4	0	0	4	0	0	0	4	0	0	0	5.202077e-07	2.774441e-07	13.0434782608696	13.0434782608696	4.34782608695652	21.7391304347826	47.8260869565217	11.303499	 3.734406	 9.499054	 9.294099	11.257181	13.923033	 6.951633	12.138693	 0.616790	 1.192800	 0.531860	-0.646120	-0.646120	-0.020908	-0.662280	-0.662280	-0.651080	-0.651080	-0.651080	-0.651080	 0.616790	 0.616790	-0.075211	 0.557260	 0.557260	 0.556910	 0.557440	 0.564010	 0.531860	 0.000	 0.000	 0.557	 0.557	 0.580	 0.580	 0.000	 0.585	 0.576	 0.557	 0.557	 0.532	 0.532	 0.578	 0.578	 0.000	 0.000	-0.631	 0.000	 0.539	 0.539	 0.566	 0.000	 0.000	 0.000	-0.651	-0.651	 0.000	 0.000	 0.605	 0.605	 0.617	 0.617	 0.000	 0.000	 0.000	 1.193	 0.000	 0.000	 0.145	 0.145	 0.000	 0.000	 0.557	 0.557	 0.580	 0.580	 0.000	 0.585	 0.576	 0.557	 0.557	 0.532	 0.532	 0.578	 0.578	 0.000	 0.000	-0.631	 0.000	 0.539	 0.539	 0.566	 0.000	 0.000	 0.000	-0.651	-0.651	 0.000	 0.000	 0.605	 0.605	 0.617	 0.617	 0.000	 0.000	 0.000	 1.193	 0.000	 0.000	 0.145	 0.145	 7.0563310	 9.9169629	 2.1494545	 3.0754471	 8.6556491	 9.4632307	10.8112187	10.8942745	 8.5451888	14.0620680	 9.4068285	 0.8274939	 4.0754385	 5.1494423	 1.6348720	 2.4124835	 9.2464193	 8.2785586	 6.5279524	10.2160680	10.7526960	 3.9568001	12.5168553	 8.4087131	 8.5672929	 2.1494545	 7.8275123	 2.9149663	 9.4963974	 2.6348720	10.0326949	-0.1725061	NA	10.0937133	 7.1267210	 8.7070958	 6.7990562	 8.2704561	12.5345480	10.831030	10.862999	 3.471370	10.299696	 8.800492	 8.849880	13.431486	13.492904	10.137557	 9.896962	11.237964	13.334316	 4.149438	12.596007	10.386890	13.148243	13.504461	12.426379	11.368367	14.112987	12.429861	 7.793297	 5.094299	 6.442222	12.117675	 6.902242	 5.758250	 9.038184	10.599002	12.586881	12.013472	10.943856	 6.746376	 4.286948	 7.349663	 6.548612	 5.710156	 4.582399	12.606308	-1.172344	11.230525	11.499717	 9.336298	 9.774324	10.097224	11.241405	11.944019	10.918948	 9.160668	12.656740
TCGA-V4-A9EQ	64	1	455	NA	choroid	stage iiia	t4a	n0	m0	male	2010	no	white	not hispanic or latino	1	1	1	1	5	4	1	3	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	3.468052e-07	1.734026e-07	13.3333333333333	13.3333333333333	20	26.6666666666667	26.6666666666667	 7.972754	 1.275782	 8.428071	10.295377	 9.607823	13.158716	 8.185679	10.479134	 0.0126150	 1.5197000	 0.0039844	-0.8376800	-0.8088400	-0.0034440	-1.0940000	-1.0940000	-1.0957000	-1.0088000	-1.0225000	-1.0056000	 0.0126150	 0.0126150	 0.2217100	-0.0105480	-0.0105480	-0.1294400	-0.1294400	-0.1294400	-0.0573310	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.129	-0.129	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.809	 0.000	 0.000	 0.000	 0.975	 0.000	 0.000	 0.000	-1.009	-1.009	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.235	 1.520	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.129	-0.129	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.809	 0.000	 0.000	 0.000	 0.975	 0.000	 0.000	 0.000	-1.009	-1.009	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.235	 1.520	 0.000	 0.000	 0.000	 0.000	 6.5141917	10.5772825	-0.7242777	 2.7352189	 8.3658985	10.0693896	11.4198072	 9.9259405	 8.7228697	14.0369739	11.6672984	NA	 0.2758414	 7.3738187	 2.0831453	 2.2757818	 5.6156370	 6.9676689	 5.8756990	 9.8437424	11.0567361	 5.8904953	12.1519195	 8.1523031	 7.9339980	 0.8607642	 7.9831452	 4.3632482	 9.3174454	 4.7352189	 9.5565570	 3.8607443	 0.8607642	11.3078321	 4.7020535	 6.6766652	 2.8607443	 9.2967662	12.2449929	11.179292	10.023979	 3.363255	10.773139	 8.881266	10.057146	12.164720	12.102136	 8.535530	10.271553	11.172497	12.937898	 4.799346	11.776877	 8.127535	12.489498	13.071522	 8.415338	12.710024	12.547395	10.557137	 8.858869	 4.182676	 4.735219	10.840412	 5.485240	 5.384312	 9.724935	 9.995175	10.963599	10.652997	11.406035	 9.449463	 2.735219	 7.263676	 8.070202	 6.542572	 3.363255	12.830615	NA	11.265536	 9.894172	 7.133767	10.345135	11.142679	 9.970144	12.493895	11.295377	 6.990031	12.426010
TCGA-V4-A9ES	54	0	NA	1511	choroid	stage iiia	t3b	n0	m0	female	2011	no	white	not hispanic or latino	1	3	1	1	6	4	5	3	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	4.161662e-07	3.468052e-08	21.4285714285714	0	14.2857142857143	7.14285714285714	57.1428571428571	10.193112	NA	10.815481	 9.352259	11.532667	11.943149	 8.196518	12.105826	 0.0088728	 0.0026357	-0.0209610	-1.0234000	-1.1261000	-0.0257180	-1.0169000	-1.0169000	-0.9924200	-0.9924200	-0.9924200	-1.0085000	 0.0274970	 0.0274970	 0.0026357	-0.0113350	-0.0113350	-0.0209610	-0.0209610	-0.0209610	-0.0209610	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.676	 0.000	-1.009	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.990	-0.990	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.992	-0.992	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.768	 0.548	-0.114	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.676	 0.000	-1.009	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.990	-0.990	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.992	-0.992	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.768	 0.548	-0.114	 8.7754190	10.1172549	NA	 4.4685963	 7.3224275	 9.6592455	11.8548195	10.6107048	 8.1268093	14.7100844	11.1214427	NA	 0.4686354	 6.0833070	 2.2055489	 5.0333834	 7.7935285	 6.8574760	 6.1874154	11.1594687	11.4240055	 3.3430667	12.1377781	 9.2477699	 8.4052355	 0.4686354	 8.3794901	 2.9710929	 8.4496893	 2.6909981	 9.8737392	NA	-0.1163792	10.6468476	 3.7416180	 9.7647492	 2.4686094	 9.2791695	12.2502307	10.531543	10.743558	 6.375488	10.094915	 8.411112	 6.375488	12.546637	13.150861	10.527942	 9.564874	11.154223	12.756983	 4.716525	12.175382	 7.288777	12.456454	13.008887	 9.923240	10.903921	12.557386	11.374987	 7.399335	 5.053559	 6.645187	12.181698	 7.584075	 5.703815	 9.911541	 9.977053	 8.636852	11.924610	10.874094	 7.490966	 3.205565	 8.156871	 6.453491	 5.309900	 2.053563	12.958529	NA	11.246127	10.267879	 7.577122	 9.228819	11.220142	11.342554	11.739282	10.660068	 8.963120	12.563335
TCGA-V4-A9ET	57	0	NA	1362	choroid	stage iiib	t4b	n0	m0	male	2011	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	3.121246e-07	2.080831e-07	6.66666666666667	13.3333333333333	13.3333333333333	13.3333333333333	53.3333333333333	12.694366	 8.367748	 8.591871	10.434379	 8.903382	12.657960	 7.050358	10.452355	 1.9207000	 1.8788000	 0.8766700	-0.0272650	-0.0272650	 0.0119540	-0.0098422	-0.0098422	-0.0098422	 0.0130700	 0.0130700	 0.0130700	-1.0907000	-1.0907000	 0.0118150	-0.0189060	-0.0129920	-0.0536150	-0.0536150	-0.0536150	-0.0667910	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.973	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.921	0.860	0.000	0.000	2.036	2.036	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.973	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.921	0.860	0.000	0.000	2.036	2.036	0.000	0.000	0.000	0.000	-0.5269924	11.9410446	 1.0579008	 6.0876389	 9.3647134	12.7442468	10.2665330	 9.9158731	 4.3798219	12.5574059	 8.3525127	 2.0579008	 2.7948525	 5.0275168	 3.9964882	 1.4729556	 7.3432941	 7.6175879	 6.8127793	10.4559233	12.0569526	 4.8304835	13.2719077	 8.8801976	 7.2076391	 1.0579008	 8.7811321	 2.7948525	 8.1167858	 3.3798150	10.2851069	 0.4729036	-0.5269924	10.4679901	 5.7948577	 7.0503580	 7.3058201	 9.4401559	12.1088745	11.618862	10.736786	 2.642863	11.104107	 9.378317	 7.109554	12.411039	12.094295	 9.381322	10.374551	11.642228	13.369735	 6.972775	12.737079	 7.421297	12.953972	13.449941	11.241114	12.325849	12.765826	10.642842	 8.932361	 8.968785	 5.355573	10.689069	 5.915872	 3.560397	 8.758332	10.309769	 9.791472	11.138266	11.961272	 8.850140	 2.932364	 7.069119	 8.244419	 4.517326	 3.560397	13.356528	NA	11.762948	 9.695725	 7.027519	 9.754211	11.130695	10.020788	11.471520	11.054130	 7.379820	12.769846
TCGA-V4-A9EU	83	0	NA	709	choroid	stage iiic	t4d	n0	m0	female	2011	no	white	not hispanic or latino	2	1	1	1	5	1	1	1	7	0	0	4	0	0	0	0	7	0	4	0	0	0	7	0	0	4	0	0	0	0	4.161662e-07	6.936103e-08	14.2857142857143	21.4285714285714	0	28.5714285714286	35.7142857142857	 8.400933	10.817180	10.268830	 9.580211	11.324616	13.031285	 7.020661	12.808833	 0.0312180	 3.0334000	 0.0291070	 0.0326260	 0.0054764	-0.0096185	-0.9999700	-1.0273000	-0.9737100	-0.9737100	-0.9884000	-0.9783900	-0.9272300	-0.9272300	-0.9894500	-0.0071337	-0.0071337	-0.8687300	-0.9238800	-0.9764800	 0.0291070	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.869	-0.870	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.978	-0.978	 0.889	 0.889	 0.000	 0.000	 0.000	-0.927	 0.000	 0.000	 2.044	 3.033	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.869	-0.870	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.978	-0.978	 0.889	 0.889	 0.000	 0.000	 0.000	-0.927	 0.000	 0.000	 2.044	 3.033	 0.000	 0.000	 0.000	 0.000	 9.644781	 8.896379	 1.528821	 3.113767	 7.637333	 6.814211	11.827034	11.605051	10.412760	13.841083	10.395204	 3.421897	 6.663968	 4.502814	 6.585639	 4.393876	 7.256729	 7.824741	 7.016074	 9.958663	 9.940016	 6.456162	10.797935	 7.999903	 6.850736	 2.628354	 7.043382	 5.765848	 9.309231	 5.350808	10.795595	 3.721449	 1.891380	 9.378772	 5.721452	 6.535235	 2.808920	 9.033201	12.197187	 9.560657	11.342131	 5.061305	10.656618	 8.130844	10.050128	13.769003	13.706005	10.513023	10.777075	11.269312	13.025305	 5.819484	12.643480	 9.815531	11.580600	13.257154	 6.754877	12.269553	13.088527	13.057958	 8.698733	 6.855880	 6.829978	12.020232	 6.861005	 4.180888	 9.451074	10.728130	10.733030	12.184467	10.291309	 8.893881	 4.988239	 5.432535	 6.428812	 7.343505	 4.079003	11.196933	NA	11.696405	11.350127	 8.946661	 9.947950	 9.867385	10.646637	12.688860	11.078455	 9.566159	11.526794
TCGA-V4-A9EV	59	1	1269	NA	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	1	1	4	1	5	4	1	3	2	0	0	4	0	0	0	0	2	0	4	0	0	0	2	0	0	4	0	0	0	0	2.774441e-07	1.040415e-07	27.2727272727273	36.3636363636364	18.1818181818182	9.09090909090909	9.09090909090909	 9.451610	 8.727757	10.060475	 8.921096	10.735028	12.587221	 7.876702	12.497634	 0.0030522	 2.1867000	 0.0050521	-0.0128510	-0.0128510	 0.0016287	-0.7437700	-0.7437700	-0.7437700	-0.7437700	-0.7437700	-0.7437700	 0.0151680	 0.0151680	-0.0678600	-0.0117490	-0.0117490	-0.0366740	-0.0366740	-0.0366740	 0.0081959	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.744	-0.744	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.747	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.744	-0.744	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.747	 0.000	 0.000	 0.000	 0.000	 8.907675	 9.562424	 1.876684	 3.166201	 8.456646	 8.155925	11.863334	10.564369	 9.484854	13.428624	10.531338	NA	-1.293359	 3.836055	-1.293359	 5.276631	 7.778239	 8.072880	 6.269018	10.132517	 9.743637	 9.561645	11.601216	 8.228377	 7.295492	 1.706774	 7.589420	 8.538084	 8.724977	 9.293616	10.843447	 6.488136	 7.230338	12.561353	 3.954708	 6.427876	 3.291736	 8.486496	11.851594	 9.558526	10.768148	 4.407217	10.184029	 8.478266	10.167233	13.135137	13.366327	10.248841	10.495495	10.858745	12.915849	 3.613673	11.835254	 9.042167	12.092909	12.900533	 8.566311	12.949504	12.774043	12.607831	 7.901534	 5.660974	 6.533325	11.7313969	 6.5832934	 4.6136672	 9.4218807	10.0621278	10.6117875	12.0994966	10.3573797	 9.0332060	 5.8767011	 6.6966532	 7.0904809	 8.2842055	 4.1986277	12.1536015	-0.2931822	11.6306612	10.8386336	 8.2936165	 9.9830174	 9.9235226	10.9292697	12.5169466	11.1776897	 9.0421672	12.1268685
TCGA-V4-A9EW	44	0	NA	1211	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	4	2	3	2	3	2	3	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	4.161662e-07	2.080831e-07	38.8888888888889	11.1111111111111	11.1111111111111	11.1111111111111	27.7777777777778	12.077137	NA	10.496412	10.140305	10.954442	13.063813	 6.352547	11.962013	 0.934270	 0.187370	-0.013953	-0.242990	-0.058462	 0.019363	-0.136780	-0.136780	-0.136780	-0.136780	-0.136780	-0.136780	-0.555270	-0.555270	 0.187370	 0.027076	 0.027076	-0.094988	-0.094988	-0.094988	-0.013953	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.185	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.137	-0.137	 0.000	 0.000	 0.000	 0.000	 0.379	-0.555	 0.196	 0.196	 0.187	 0.187	 0.123	 0.123	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.185	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.137	-0.137	 0.000	 0.000	 0.000	 0.000	 0.379	-0.555	 0.196	 0.196	 0.187	 0.187	 0.123	 0.123	 0.000	 0.000	 6.1644746	10.4550188	 8.0002457	 5.9587267	 8.9415119	10.7279729	10.4610718	10.3600419	 5.8719225	13.5510197	 7.1274806	 1.8606848	 5.3998547	 4.3842571	 5.4754027	 5.5471938	 9.3414844	 8.2867703	 7.4568842	10.3036377	11.4763239	 4.7433372	12.4991301	 9.0028012	 7.0750138	 2.0306186	 8.4698730	 3.9899746	 8.5206902	 3.7675806	10.1678950	-0.1392358	-1.1392358	 9.4615363	 7.4790794	10.5628669	 9.9321566	 9.5295793	13.9273721	10.001524	10.929137	 4.108625	10.485033	 7.820696	 8.832238	12.997765	13.080090	10.910543	 9.704615	10.975087	12.768430	 6.235733	12.854163	 8.822144	12.984412	13.425261	12.799447	11.247904	14.246354	11.711850	 7.295323	 9.132157	 6.164475	11.707947	 7.638771	 3.504544	 9.751718	10.786619	 9.767585	12.099398	10.995121	10.257299	 6.749438	 6.515331	 7.403726	 5.490050	 3.182629	12.480914	NA	11.662605	10.487316	 8.714004	 9.347650	10.537973	10.676478	11.650432	11.197759	 8.524252	12.409877
TCGA-V4-A9EX	55	1	730	NA	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	2	1	1	1	5	4	1	1	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	2.774441e-07	2.427636e-07	25	12.5	25	6.25	31.25	11.082190	10.002537	10.278022	 9.296939	10.518531	12.762609	 7.280855	12.406066	 0.7062600	 3.0476000	-0.0083005	-0.0033243	-0.9137200	 0.0020805	-0.9264600	-0.9264600	-0.9359400	-0.9063100	-0.9063100	-0.9357800	-0.6786600	-0.7048200	-0.9562300	-0.0059522	-0.0059522	-0.0237030	-0.0237030	-0.0631810	-0.0083005	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.906	-0.906	 0.000	 0.000	 0.000	 0.000	 0.706	-0.674	 0.000	 0.000	 2.140	 3.048	-0.120	-0.120	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.906	-0.906	 0.000	 0.000	 0.000	 0.000	 0.706	-0.674	 0.000	 0.000	 2.140	 3.048	-0.120	-0.120	 0.000	 0.000	 8.22310635	 8.80862992	 0.47995483	 3.00351229	 8.09834060	 7.31915907	11.45042040	11.10520722	10.16645548	13.95821901	 9.99860820	 0.06488285	 3.80188293	 3.97181023	 1.93937705	 3.97181023	 6.69427430	 7.86149763	 6.83310134	 9.45795025	 9.49815511	 5.78373689	11.47519217	 8.56210387	 7.17344229	 2.87227718	 7.49595573	 4.83750936	 9.21973556	 5.07986874	11.18104483	 2.80188293	 1.28729498	10.44537858	 3.90621718	 7.49954536	 3.38685232	 8.43705708	11.84614057	 9.551417	10.734393	 5.094667	10.279641	 8.259675	 9.411431	13.466064	13.299485	10.493278	11.025402	10.862039	12.539637	 3.567424	12.324563	 9.135486	12.570729	12.677402	 7.929103	12.300333	13.235990	12.925487	 9.437782	 5.819806	 6.434151	11.8697207	 7.2481392	 3.1804025	 9.4253989	10.7156701	10.9216024	11.8554017	10.4622356	10.1725705	 5.3625996	 6.9636498	 6.2547414	 7.4714769	 4.3128467	11.7570971	-0.5199417	11.3774223	11.0237118	 8.9072678	10.1584187	 9.8919955	11.0294990	11.7511262	10.4732472	 9.3853419	11.4288697
TCGA-V4-A9EY	66	0	NA	837	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	4	2	2	3	3	3	4	4	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	6.589298e-07	3.468052e-08	20	5	20	20	35	13.014572	 4.155393	 7.986338	10.629882	 9.322235	13.035921	 8.454956	 9.639831	 0.7476500	-0.0008316	 0.0030522	 0.0012481	 0.0012481	 0.0034687	-0.0011087	-0.0011087	-0.0011087	-0.0011087	-0.0055375	-0.0055375	 0.0474100	 0.0474100	-0.0008316	 0.0052749	 0.0052749	 0.0034687	 0.0034687	 0.0034687	 0.0030522	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	 0.4549128	13.0217234	 4.7768830	 5.3618455	 9.1794697	13.0238620	 9.8103070	 8.2031488	 5.4993484	12.8188168	11.5706498	 4.8472754	 6.0696657	 7.2751347	 6.9143875	 2.4549655	 7.0843120	 7.2363156	 6.2623110	10.5034428	12.1972653	 7.3738187	13.0827177	 7.9225612	 8.1484430	 2.7768830	 8.3436992	 3.7768830	 7.1273815	 5.4091533	 9.7264188	 3.0399104	 0.4549128	11.3152669	 5.9785183	 9.3004459	 2.4549655	 8.7217424	12.7223278	11.544406	 9.568698	 2.454965	11.237954	 8.986337	10.435095	11.263920	11.375309	 8.120292	 9.829995	10.842973	12.255451	 5.499348	11.420019	 8.249372	10.992174	11.988286	10.021010	11.833251	11.837580	 9.206500	 7.721742	 7.986338	 2.454965	 9.840818	 4.624879	 4.454959	 9.043670	 9.309824	 9.954802	 9.738044	12.058582	10.597063	 3.776883	 7.503715	 9.885408	 4.914388	 6.432236	13.366535	NA	11.081578	 8.629882	 6.209843	 9.765841	11.061361	 9.001850	11.066903	10.822371	 6.604703	12.577784
TCGA-V4-A9EZ	78	0	NA	599	choroid	stage iib	t3a	n0	m0	female	2012	no	white	not hispanic or latino	4	3	3	2	4	3	6	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	6.242493e-07	3.468052e-07	35.7142857142857	28.5714285714286	7.14285714285714	0	28.5714285714286	12.600595	NA	 8.995532	10.477537	 8.698234	13.306747	 7.790213	 9.749328	 0.7642700	 1.0608000	 0.0849320	-1.0055000	-1.0055000	-0.0160170	-0.0161540	-0.0161540	-0.0411590	-0.0411590	-0.0411590	-0.0411590	-0.7559900	-0.7559900	 0.0076392	 0.0148880	 0.0202030	-0.9708200	-0.9708200	-0.9708200	 0.0849320	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.143	-0.958	-0.931	 0.116	-0.855	 0.101	 0.101	 0.000	 0.000	 0.000	 0.000	-1.000	 0.000	 0.000	 0.000	 0.000	 0.126	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.764	-0.740	 0.000	 0.000	 0.000	 0.000	-0.294	-0.294	-0.171	-0.171	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.143	-0.958	-0.931	 0.116	-0.855	 0.101	 0.101	 0.000	 0.000	 0.000	 0.000	-1.000	 0.000	 0.000	 0.000	 0.000	 0.126	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.764	-0.740	 0.000	 0.000	 0.000	 0.000	-0.294	-0.294	-0.171	-0.171	 3.1881793	12.1966053	 5.4252176	 5.9657843	 9.0318735	11.1036293	10.2403566	 9.8279051	 3.9657843	12.9182829	10.9779432	NA	NA	 5.4682835	 1.3808403	 4.2877087	 7.6937044	 7.0246776	 6.4252159	10.0101784	11.7623647	 6.5507468	12.5914931	 8.6522850	 7.2388031	 0.3808403	 9.1087422	 2.7027462	 8.3864463	 6.0246787	 9.1621816	 3.3808264	NA	10.4522842	 4.7731418	 9.8846475	 8.7072514	 9.7295499	11.7306559	11.442193	 9.614442	 1.380840	10.733969	 8.729550	 9.522929	11.362389	11.739473	 8.794450	10.257339	11.231009	12.526754	 2.965784	 8.129015	 8.269565	12.515248	14.334200	11.396237	13.396237	12.388200	10.772065	 8.896522	 7.436104	 4.965784	10.162181	 6.024679	 2.965784	 9.595141	10.077789	12.121024	 9.817533	12.085158	11.677738	 2.965784	 5.438705	 9.115531	 4.904383	 3.550753	13.285456	NA	11.542584	 8.661592	 6.380821	11.012317	10.539431	 9.963905	10.976079	10.939243	 6.995532	12.987921
TCGA-V4-A9F0	59	1	945	NA	choroid	stage iiib	t4b	n0	m0	male	2012	no	white	not hispanic or latino	3	1	2	3	1	1	4	1	6	0	0	0	4	0	0	0	6	0	0	4	0	0	6	0	0	0	4	0	0	0	3.468052e-07	3.468052e-08	9.09090909090909	9.09090909090909	9.09090909090909	18.1818181818182	54.5454545454545	 8.612815	 9.503931	 9.627238	 9.705285	10.764050	12.613028	 8.486354	11.822729	 0.0117270	 0.9003600	-0.0311760	-0.9369300	-0.0233820	 0.0163340	-0.9881300	-0.9881300	-0.9305000	-0.9305000	-0.9253700	-0.9772400	-0.8168800	-0.8168800	 0.7706700	-0.0156490	-0.0072863	-0.0462650	-0.0434200	-1.0408000	-0.0311760	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.931	-0.931	 0.000	 0.000	 0.000	 0.000	 0.000	-0.782	 0.000	 0.000	 0.891	 0.891	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.931	-0.931	 0.000	 0.000	 0.000	 0.000	 0.000	-0.782	 0.000	 0.000	 0.891	 0.891	 0.000	 0.000	 0.000	 0.000	 5.643190	 9.619620	 2.588733	 3.347737	 8.109888	 8.861281	11.020479	11.185790	 9.872719	14.310366	10.562935	 6.458157	 8.256807	 6.136228	 8.143330	 3.136224	 7.131475	 7.663088	 6.263341	10.098972	11.023690	 7.017583	12.239654	 8.535759	 7.692432	 4.136232	 7.847810	 5.263339	 9.029131	 6.097754	10.891819	 5.117122	 2.210233	11.091955	 2.975759	 7.786146	 3.888305	 8.727505	11.364541	10.447678	10.667199	 4.695654	10.220897	 8.532157	 9.151570	13.051400	12.972030	 9.653173	10.114111	10.690009	13.143034	 6.263341	12.349525	 8.254623	12.405847	11.692028	 8.564258	11.442170	12.903803	11.422845	 7.495631	 5.532158	 5.473264	12.0459637	 6.7148499	 3.7951955	 9.4974796	10.0793601	12.3174461	11.8837148	11.0386829	 8.0304078	 6.3721163	 7.0395201	 7.4844910	 7.1171194	 4.8883000	12.3280020	-0.1116951	11.5391283	10.9432443	 7.8712948	 9.5911229	10.9737734	10.8168193	12.2120594	11.0691425	 8.3821562	12.2273158
TCGA-V4-A9F1	46	0	NA	938	choroid	stage iib	t3a	n0	m0	female	2012	no	white	not hispanic or latino	1	1	1	1	5	1	1	3	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	3.121246e-07	6.936103e-08	33.3333333333333	0	16.6666666666667	16.6666666666667	33.3333333333333	10.655675	 7.965784	11.233666	 8.931215	10.630546	12.595506	 8.136155	12.128547	 0.0280600	 2.3387000	-0.0569810	-0.0768120	 0.0113810	 0.0197830	-0.9134800	-0.9134800	-1.2929000	-0.8666400	-0.8595500	-0.8871100	 0.0635090	 0.0338310	-0.9305300	-0.0184900	-0.0013657	-0.0465180	-0.0633010	-0.0633010	-0.0633730	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.881	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.904	-0.904	-0.028	-0.812	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.486	 2.417	 0.000	 0.000	-0.117	-0.117	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.881	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.904	-0.904	-0.028	-0.812	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.486	 2.417	 0.000	 0.000	-0.117	-0.117	 8.8745489	 9.7627684	 2.3848235	 4.0015050	 8.1818480	 7.6873974	10.9594915	 9.7025490	10.3394189	13.9420432	 9.8979044	 0.7998333	 5.9777905	 4.5654083	 3.3359262	 2.7998748	 7.5547600	 7.7689769	 6.0248383	 9.8288835	 9.9219238	 7.1714310	11.2386642	 9.0171029	 7.3421307	 4.5654083	 7.9771127	 6.3848355	 9.5359359	 7.1145690	11.5335656	 5.6873967	 1.2852838	10.3378673	 2.8702661	 9.2328317	 1.9373821	 7.7043567	12.0671272	10.102283	10.313205	 5.443729	 9.941469	 8.310834	 5.420459	13.467472	13.035228	10.395316	10.551082	10.996597	12.535175	 3.969795	11.666533	 9.382579	13.025622	12.738423	 9.284494	11.516520	13.015951	12.670698	 8.646616	 3.565402	 6.291725	11.677310	 7.256022	 3.522345	 9.039232	10.119996	11.500139	11.753923	10.149043	 7.993644	 7.150370	 7.245599	 7.132580	 7.085275	 5.586468	11.885345	-1.522012	11.053720	10.669620	 8.581232	10.000987	 9.719332	11.091964	12.136490	10.538978	 9.137940	11.643950
TCGA-V4-A9F2	78	0	NA	734	choroid	stage iiia	t3b	n0	m0	female	2012	no	white	not hispanic or latino	1	3	3	2	4	3	5	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	2.427636e-07	6.936103e-08	22.2222222222222	11.1111111111111	11.1111111111111	11.1111111111111	44.4444444444444	11.7611822	 0.8693977	 9.5382836	 9.5819255	10.1822815	12.3875599	 8.4239874	11.1155453	 0.8459300	 0.8270600	-0.0516530	-0.0029091	-0.0029091	 0.0148880	 0.0000000	 0.0000000	 0.0000000	 0.0000000	 0.0000000	 0.0000000	 0.8459300	 0.8459300	 0.8270600	 0.8161000	 0.8161000	-0.0066432	-0.0066432	-0.0429720	-0.0147780	0.000	0.000	0.816	0.816	0.000	0.000	0.821	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.764	0.764	0.000	0.631	0.792	0.792	1.595	0.789	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.846	0.846	0.843	0.843	0.827	0.827	0.000	0.000	0.272	0.272	0.000	0.000	0.816	0.816	0.000	0.000	0.821	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.764	0.764	0.000	0.631	0.792	0.792	1.595	0.789	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.846	0.846	0.843	0.843	0.827	0.827	0.000	0.000	0.272	0.272	 7.3532148	11.9818381	 7.1548009	 4.9568605	 8.9883396	12.0767180	 9.8889893	 9.7351319	 7.2181263	13.7211476	11.0776329	 2.1913416	 3.0393314	 5.2617151	 0.8693977	 3.5698435	 6.8351826	 7.3040264	 5.9568605	10.4748781	10.5776203	 7.1822811	12.8924598	 8.7180215	 7.5060235	 2.1913416	 8.4643950	 5.7022891	 9.0242166	 6.9779233	10.1089970	 5.2269516	 3.6767526	10.6342702	 3.8693977	 6.2269497	 8.7581419	 9.2159122	12.0653858	10.556774	 9.776289	 1.869398	 9.823595	 8.730485	 8.112572	11.813378	12.420145	 9.157111	10.100620	10.432595	13.377193	 6.935488	10.429731	 6.858083	12.268409	11.818496	 9.422068	11.731648	11.974980	10.573293	 8.154801	 6.967430	 4.913794	11.5641917	 6.4987551	 4.2617188	 9.7474495	 9.3552280	10.7304854	11.7645951	10.8559517	 8.9000656	 3.9568652	 6.1466389	 8.8119131	 6.3288293	 5.3929596	12.4992105	-0.1305234	10.9172041	 9.8279513	 7.1173262	 9.6553415	10.6548510	10.5488786	11.1963897	10.6433619	 7.4914507	12.3895261
TCGA-V4-A9F3	49	1	873	NA	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	5	1	4	1	2	1	1	1	0	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	0	4	0	4	0	0	2.774441e-07	1.040415e-07	36.3636363636364	18.1818181818182	0	0	45.4545454545455	 9.929821	 8.483628	10.456188	 9.543625	10.618226	12.905954	 7.057040	12.696807	 0.62242000	 1.60100000	-0.01601700	-0.00097017	-0.00097017	 0.01558700	-0.64314000	-0.64314000	-0.64314000	-0.64314000	-0.64314000	-0.64314000	-0.66633000	-0.66633000	-0.57654000	-0.02054900	-0.02054900	-0.04034500	-0.04034500	-0.04034500	-0.01601700	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.643	-0.643	 0.000	 0.000	 0.123	 0.123	 0.622	-0.666	 0.000	 0.000	 1.024	 1.601	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.643	-0.643	 0.000	 0.000	 0.123	 0.123	 0.622	-0.666	 0.000	 0.000	 1.024	 1.601	 0.000	 0.000	 0.000	 0.000	 5.956177	 8.893912	 2.235696	 3.235696	 8.411080	 8.225417	10.903618	11.097069	 9.311544	13.406365	10.038363	 2.235696	 6.961144	 5.061673	 5.995437	 4.024196	 7.990588	 7.634250	 6.753548	 9.902328	10.225417	 8.931087	11.792206	 8.683159	 7.534492	 3.098201	 7.729592	 7.680151	 9.509284	 8.118343	10.895534	 5.863730	 6.284062	11.456408	 5.235700	 7.014673	 3.420119	 8.598042	11.279100	 9.564987	11.162131	 5.517736	10.232623	 8.116118	10.382674	13.617243	13.527760	10.982062	10.537404	10.731192	12.644512	 5.895211	12.589649	 9.506739	12.392128	12.119315	 8.601227	12.432917	13.049190	12.743400	 8.811068	 6.537819	 6.730465	11.788893	 7.342323	 4.905553	 9.680903	10.644705	12.290859	12.044811	10.455749	 8.668052	 7.189897	 7.326284	 6.177148	 8.172874	 4.583621	12.149270	 1.361207	11.445154	11.113890	 8.949946	 9.927171	 9.598839	10.895858	12.446925	10.887404	 9.641228	11.733371
TCGA-V4-A9F4	41	0	NA	634	choroid	stage iiia	t4a	n0	m0	male	2013	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	6.936103e-07	1.387221e-07	29.1666666666667	16.6666666666667	12.5	8.33333333333333	33.3333333333333	12.0271848	-0.8056608	10.0777018	10.0700442	10.6680006	12.7867519	 6.3642205	11.9846433	 1.5988000	 0.9135900	-0.0142280	-0.0118590	 0.2110000	 0.0027745	 0.1114000	 0.1114000	 0.1114000	-0.0056649	 0.0019418	 0.0019418	-0.9673900	-0.0020784	 0.4816500	-0.0110600	-0.3305200	-0.0200010	-0.0200010	-0.0200010	-0.0142280	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.211	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.620	 0.970	 0.000	 0.000	-0.750	-0.318	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.211	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.620	 0.970	 0.000	 0.000	-0.750	-0.318	 0.000	 0.000	 0.000	 0.000	 3.1011794	10.2152748	 5.4037483	 5.6537250	 8.6881503	11.7229931	10.3642198	10.9256139	 6.4704197	12.8666097	 7.5994361	 0.7792177	 3.8947305	 1.7792597	 0.7792177	 3.8381551	 9.1101742	 8.1279856	 7.1191071	 9.9911457	11.6738225	 5.8807957	13.1101742	 8.7411892	 7.4980753	 1.1942762	 8.8684871	 4.7488852	 8.5184753	 4.7178573	 9.9805645	 2.3642082	 0.7792177	 9.5551418	 5.9624796	 7.4326997	 9.7839459	 9.4785405	12.8246757	 9.961652	11.019254	 4.364222	10.379790	 8.864951	 7.564982	12.952206	12.805089	10.564982	10.635683	10.781604	12.760587	 7.194295	10.978930	 8.493503	13.344835	13.265590	12.676851	11.166198	13.511001	12.074064	 7.543023	 7.870252	 6.432699	11.539700	 7.620559	 4.403745	 9.568247	10.899927	12.155021	11.960617	11.202023	 9.377930	 5.101184	 6.220431	 6.845347	 6.534144	 5.423114	12.714545	NA	11.282421	10.564437	 8.398866	 9.057985	10.503771	11.226341	11.199568	11.207966	 8.975655	12.408158
TCGA-V4-A9F5	85	0	NA	203	choroid	stage iv	t4e	n0	m1b	female	2013	no	white	not hispanic or latino	2	1	1	1	5	4	1	3	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	2.774441e-07	1.387221e-07	16.6666666666667	8.33333333333333	16.6666666666667	16.6666666666667	41.6666666666667	 9.2918621	 0.5039593	 9.9427514	 8.7518871	10.1038724	13.0165766	 7.0431181	11.0147237	 0.0260920	 2.1641000	 0.0066653	-1.1765000	-1.0744000	-0.0231060	-1.0985000	-1.0985000	-1.0619000	-1.0823000	-1.0665000	-1.0536000	-1.0689000	-1.1318000	-0.9898300	-0.0187650	-0.0017156	-0.0091286	-0.0087146	-0.0087146	 0.0066653	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.030	 0.000	 0.000	 0.000	 1.022	 0.000	 0.000	 0.000	-1.043	-1.043	 0.558	 0.558	 0.000	 0.000	 0.000	-1.053	 0.000	 0.000	-0.990	-0.368	 0.000	 0.000	-0.153	-0.153	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.030	 0.000	 0.000	 0.000	 1.022	 0.000	 0.000	 0.000	-1.043	-1.043	 0.558	 0.558	 0.000	 0.000	 0.000	-1.053	 0.000	 0.000	-0.990	-0.368	 0.000	 0.000	-0.153	-0.153	 8.172845	10.629373	 1.088956	 3.751892	 7.398777	 8.214766	10.709142	10.758988	 9.523550	14.130239	10.930748	 1.825908	-0.495939	 6.723128	 2.825887	 3.673884	 6.663831	 7.673884	 6.398778	 9.814572	11.041663	 4.258851	11.728263	 8.710974	 7.975635	 1.825908	 7.190460	 1.503959	 9.571394	 2.311329	10.428772	 2.088922	NA	11.858209	 4.311314	 8.355709	 6.088922	 8.863709	11.557885	10.747729	10.227621	 2.311329	 9.796281	 8.775423	10.175501	12.368146	12.604293	 9.377404	10.550401	11.082804	12.894800	 4.896277	11.676700	 8.304860	12.367565	12.323540	 7.204399	12.828984	12.397071	11.528060	 8.832634	 3.503959	 5.458156	11.217776	 5.612485	 4.995815	 9.009771	 9.814572	 8.389656	11.771917	10.818543	 9.235279	 4.458159	 6.937754	 8.320943	 6.058548	 2.503959	11.943011	NA	10.849365	10.114062	 7.440598	 9.675987	10.473346	10.302431	11.401805	10.578770	 7.803168	12.495659
TCGA-V4-A9F7	78	0	NA	1256	choroid	stage iib	t3a	n0	m0	female	2011	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	4	4	0	0	0	0	0	4	4	0	0	0	0	0	4	4	0	0	0	0	4.855272e-07	1.387221e-07	22.2222222222222	11.1111111111111	16.6666666666667	22.2222222222222	27.7777777777778	11.969099	-1.120294	10.461015	 9.421878	11.049113	12.913581	 6.780680	12.586418	 0.9713100	-0.0031859	-0.0091286	-0.0033243	-0.0022168	 0.0015255	-0.0025806	-0.0025806	-0.0025806	-0.0025806	 0.0044411	 0.0044411	 0.0023581	 0.0023581	-0.0031859	-0.0015243	 0.0047190	-0.0013858	-0.0013858	-0.0013858	-0.0091286	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.969	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.969	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 5.0892693	11.2084889	 6.2892055	 6.1086332	 9.1949636	10.9512763	 9.5299681	10.5901899	 5.4945244	12.6275874	 5.9672770	-0.1201374	 3.2721277	 3.7377949	 2.4647728	 4.8798136	 9.1050214	 8.5917217	 7.3955136	11.0453491	10.7810580	 4.2373649	12.8226950	 9.2602751	 6.8910412	-1.1202942	 8.8272611	 3.2721277	 8.4247785	 1.8798234	10.1259607	-1.1202942	-1.1202942	 9.7103291	 5.4344014	 9.8347373	 9.8230613	 8.8994047	12.6936954	 9.650478	11.047546	 5.834011	 9.748636	 8.267831	 8.496363	12.310005	13.596526	10.922499	 9.432483	10.976200	12.992253	 8.501866	12.675042	 8.651304	12.753162	12.498658	10.637621	 9.935096	13.158481	11.566962	 6.972571	 9.103816	 6.559294	11.876817	 6.983102	 3.049735	 9.810551	 9.965950	 9.714285	12.125515	10.101401	 9.420911	 3.737795	 6.962815	 8.355548	 5.201744	 3.127749	11.806110	-1.120294	11.413874	10.831099	 8.037161	 9.423561	10.411195	11.175870	10.973892	10.998431	 9.300827	12.359215
TCGA-V4-A9F8	68	0	NA	597	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	3	1	1	1	5	4	6	4	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	5.202077e-07	2.080831e-07	13.6363636363636	9.09090909090909	18.1818181818182	27.2727272727273	31.8181818181818	11.605424	 2.101583	 7.668413	10.313973	 9.279516	13.385150	 7.785295	10.419915	 0.02721600	 1.20360000	 0.02300500	-0.97217000	-0.97217000	-0.01257600	-0.97959000	-0.97959000	-0.97466000	-0.97466000	-0.97466000	-0.97409000	 0.01217000	 0.01217000	 0.58274000	 0.57326000	 0.57326000	-0.00055444	-0.00055444	-0.00055444	 0.02300500	 0.000	 0.000	 0.573	 0.573	 0.000	 0.000	 0.578	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.972	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.975	-0.975	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.583	 1.150	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.573	 0.573	 0.000	 0.000	 0.578	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.972	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.975	-0.975	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.583	 1.150	 0.000	 0.000	 0.000	 0.000	 3.9495910	10.8274756	 0.7796379	 2.3646285	 7.9595789	10.0476271	10.8940631	10.3419125	 8.5511595	14.9032661	10.8013441	 3.2391078	 2.9495910	 7.7796701	 3.8671354	 2.1015828	 6.1719874	 6.7569499	 6.5610297	 9.8960140	11.4076598	 6.5870244	13.1483129	 7.9294170	 8.8457591	 4.5345597	 7.8881947	 4.3646355	 8.4343059	 5.6376508	 8.9268750	 1.7796800	 2.1015828	10.8691206	 6.2715228	 9.0417648	 8.2226133	 9.8444128	11.3800476	11.033518	10.372127	 2.587029	11.144352	 8.837662	10.027598	12.366041	11.924010	 8.527863	10.257428	11.258440	12.777908	 4.587023	11.804117	 8.176275	12.786171	14.085091	11.125075	12.742385	12.376093	10.347626	 9.208030	 2.779680	 4.239100	11.698161	 5.364632	 5.949596	 9.716308	10.153623	13.238461	11.122300	11.879018	 9.552809	 4.303233	 7.928502	 7.998839	 6.379583	 4.867130	13.065650	NA	11.524924	 9.967022	 7.728037	10.352465	11.093120	10.015684	11.870113	10.905729	 6.919221	12.887051
TCGA-VD-A8K7	39	0	NA	1459	choroid	stage iiia	t4a	nx	mx	male	2011	no	NA	NA	4	2	3	2	3	2	3	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	2.080831e-07	6.936103e-08	25	25	25	12.5	12.5	11.835379	 2.177886	10.649557	 9.825340	10.691609	12.687756	 6.492577	13.120763	 1.7089000	 0.0012481	-0.0069195	-0.0047079	-0.0047079	 0.0048579	 0.0000000	 0.0000000	 0.0000000	 0.0000000	 0.0000000	 0.0000000	 0.0036511	 0.0036511	 0.0012481	-0.0033243	-0.0033243	-0.0044312	-0.0044312	-0.0044312	-0.0069195	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.702	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.702	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 7.4181959	10.3035535	 6.9487106	 5.5701988	 9.2493441	 9.4474759	 9.1121624	10.8807470	 5.7139350	12.8096954	 5.2135067	-0.1440103	 1.6632991	 1.6632991	 1.6632991	 4.6888462	 9.3174330	 8.2607121	 7.4143740	10.4993589	10.7777946	 3.9434150	12.0782957	 9.0678420	 6.4105429	 2.1778859	 8.3470451	 4.0258793	 8.6761327	 3.4998076	10.2685235	-0.1440103	NA	 9.0196032	 7.1913435	11.4688221	 9.6888437	 9.5177318	13.2349258	 9.730167	11.750961	 3.810145	10.091968	 7.440916	 5.738598	12.878668	13.609014	11.679321	 8.805780	10.600367	12.381352	 8.035863	11.836986	 8.537192	12.793787	13.479264	12.396082	10.540702	14.507033	12.144523	 6.323559	 9.205788	 6.938102	11.8691018	 7.0556263	 3.8559498	 8.7537991	10.1744964	 6.4925775	12.0263482	10.2331641	 8.9274159	 5.8217383	 5.4560143	 7.9513506	 5.5974209	 0.8559897	11.3510591	NA	11.6434481	10.9179997	 8.4181959	 9.0642246	10.8083309	11.0380375	12.0829678	10.9480500	 9.4798350	12.2293626
TCGA-VD-A8K8	56	1	1377	NA	choroid	stage iib	t3a	nx	mx	female	2011	no	NA	NA	1	1	4	1	5	4	7	3	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	5.548882e-07	1.387221e-07	20	5	15	15	45	10.920208	 8.776745	10.364031	 9.517658	10.604384	12.892848	 8.194686	11.990309	 0.0130740	 2.3289000	-0.0027707	-0.0200010	 0.0000000	-0.0011087	-0.9752500	-0.9752500	-1.2929000	-0.9530400	-0.9544900	-0.9544900	 0.0130740	 0.0130740	-0.9038800	-0.0127130	-0.0127130	-0.0062286	-0.0062286	-0.0151520	-0.0027707	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.954	-0.954	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.425	 2.329	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.954	-0.954	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.425	 2.329	 0.000	 0.000	 0.000	 0.000	 8.104937	 9.681852	 2.306816	 3.023025	 8.097511	 7.132453	11.634686	10.789765	 9.820822	13.450697	 9.901937	-1.500626	 0.499476	 5.143316	NA	 3.925724	 7.095648	 7.935566	 6.171883	10.165682	 9.700356	 8.377509	11.578609	 8.482451	 7.546582	 1.306787	 7.764299	 6.807797	 9.045388	 7.372902	10.716204	 3.747387	 5.369822	11.994688	 4.143312	 7.689282	 5.007254	 8.383628	12.016020	10.009728	10.573265	 5.099371	10.466684	 8.301974	10.234168	13.197403	13.021672	10.436096	10.688974	10.939549	13.197837	 3.925724	12.444079	 8.784860	12.278459	13.247389	 8.341808	12.547349	13.261321	12.696673	 8.581607	 5.510687	 6.586921	11.746792	 6.843754	 3.543855	 9.368281	10.128359	 8.784860	12.159900	10.494872	 9.633242	 4.728274	 7.432559	 7.192945	 7.199898	 3.023025	11.873275	NA	11.512083	10.769169	 8.534257	 9.929064	10.209403	10.881812	12.660432	11.085125	 9.151407	12.111751
TCGA-VD-A8K9	71	0	NA	1424	choroid	stage iia	t2a	nx	mx	female	2011	no	NA	NA	4	4	3	2	4	3	7	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	2.774441e-07	2.080831e-07	28.5714285714286	21.4285714285714	0	21.4285714285714	28.5714285714286	12.0896568	 0.9073522	10.7390105	 9.7503655	10.4589026	12.9181944	 5.5854583	12.2818827	 2.34810000	 2.33010000	 0.00180300	-0.00207840	-0.00373950	-0.98681000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	-0.98679000	-1.01960000	-0.01056400	-0.00733390	-0.00733390	 0.00013863	 0.00013863	 0.00013863	 0.00180300	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.850	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	2.329	2.329	0.000	0.000	0.000	0.853	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.850	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	2.329	2.329	0.000	0.000	0.000	0.853	0.000	0.000	0.000	0.000	 6.7553830	 9.7089333	 6.3668188	 5.7851320	 8.4619754	11.9894026	 9.7641234	10.1652458	 6.0853035	13.6887053	 7.5338257	 2.6729231	-1.4146528	 3.1704218	NA	 4.6298520	 9.7421737	 8.2148150	 7.5102713	10.5005910	11.2340408	 4.3668188	12.3510554	 9.1381277	 7.0652384	 0.5854433	 8.7167752	 3.5854553	 8.0753064	 2.0448837	10.7469053	-1.4146528	NA	10.0376997	 7.0813141	 9.1974054	 8.9637533	 9.1100001	13.1031894	10.434473	10.520992	 4.044892	10.281991	 7.693983	 9.565598	13.129880	13.219419	11.199248	10.771573	10.697572	12.543558	 6.533827	13.082811	 8.933080	13.656502	13.222366	11.568452	12.456883	13.571612	12.745008	 8.166659	 9.827442	 6.699200	11.387975	 8.474202	 2.285905	 9.046938	10.620601	 7.254344	11.773584	10.637007	 9.756009	 5.618882	 6.222735	 5.693983	 5.200167	 2.392812	12.141006	NA	11.455631	10.347425	 8.426236	 9.508511	10.077812	10.928644	11.492537	10.888668	 9.110979	12.264499
TCGA-VD-A8KA	22	0	NA	1178	choroid	stage iib	t3a	nx	mx	male	2011	no	NA	NA	4	4	3	2	4	3	3	2	0	0	0	4	0	0	0	4	0	0	4	0	0	0	0	0	0	4	0	0	0	4	5.895688e-07	6.936103e-08	15.7894736842105	5.26315789473684	5.26315789473684	10.5263157894737	63.1578947368421	12.278350	NA	 9.247393	10.220239	10.662431	12.970541	 6.655828	11.661813	 1.81580000	 1.76270000	 0.06562100	-1.03290000	-0.97169000	-0.01302300	-0.20252000	-0.20252000	-0.20252000	-0.22537000	-0.22537000	-0.22537000	-0.00709160	-0.00709160	-0.00044998	 0.00941480	 0.00941480	-0.01398700	-0.01398700	-0.01398700	 0.05478600	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.972	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.225	-0.225	 0.000	 0.000	 0.000	 0.000	 0.432	 0.000	 0.000	 0.000	 0.000	 0.928	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.972	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.225	-0.225	 0.000	 0.000	 0.000	 0.000	 0.432	 0.000	 0.000	 0.000	 0.000	 0.928	 0.000	 0.000	 0.000	 0.000	 4.7456246	11.3222717	 3.4726047	 6.0169264	 8.0650628	12.0497201	10.8720620	 9.8042695	 4.9100131	13.8536081	 8.5041925	 2.9750982	 2.5880850	 5.3139097	 0.4725917	 3.7456246	 8.9002679	 7.9456352	 7.0169264	10.5596268	11.9318668	 3.6950027	12.8307993	 8.8706372	 7.7945341	 0.4725917	 8.4163711	 2.0575542	 7.9238171	 2.7945406	 9.3191410	-0.1123188	-1.1124747	10.2949112	 6.1822652	10.8848229	10.0214280	 9.9169307	13.4335732	10.771432	11.061633	 3.841842	10.488486	 8.070038	 9.914167	12.764256	13.007719	10.263769	10.630374	11.013380	12.897647	 5.818380	12.178238	 8.586348	13.045464	13.380185	11.426560	12.268646	13.149077	12.088081	 8.517000	 8.992242	 5.330587	11.763009	 7.524268	 3.642528	 9.881290	10.466016	 9.404328	11.977756	11.059758	 9.813940	 2.472618	 6.594242	 7.480100	 4.794535	 2.347070	12.868319	-1.112475	11.566904	10.414632	 8.089767	 9.850279	10.708620	10.657894	11.192565	11.450363	 8.202793	12.794534
TCGA-VD-A8KB	66	0	NA	1354	choroid	stage iib	t3a	nx	mx	female	2011	no	NA	NA	4	4	3	2	4	3	7	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	5.548882e-07	3.121246e-07	20	12	24	4	40	12.4852131	-0.8122323	 9.5485707	10.1162419	 9.8189007	12.9552874	 5.8742240	11.6285928	 1.5759000	 1.9512000	 0.8816600	-0.0230990	-0.0154050	-0.0465440	 0.0041632	 0.0041632	-0.0134020	 0.0620800	 0.0620800	 0.0620800	-1.0385000	-1.0385000	-0.0062286	-0.0220580	-0.2088300	-0.0354480	-0.0354480	-0.0354480	-0.0425170	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.520	0.513	0.000	0.000	1.076	1.076	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.520	0.513	0.000	0.000	1.076	1.076	0.000	0.000	0.000	0.000	NA	11.3944327	 1.7726880	 6.1065870	 8.9625106	12.2952676	10.3763124	10.1692909	 5.3576470	12.9222215	 7.9853849	-0.8122323	 1.5096452	 4.9690814	-0.8122323	 4.5096515	 8.4403892	 7.8985300	 7.0946140	10.2066192	12.2736939	 3.6471533	12.8163969	 8.8134323	 7.1360909	 0.7726458	 8.3421365	 1.7726880	 8.1448254	 1.5096452	10.5096517	-0.8122323	-0.8122323	 9.9658007	 5.3775472	 7.4915044	 8.8495017	 9.6705316	12.5156972	10.972767	10.492645	 4.509652	11.115502	 9.219769	 8.609788	13.002106	13.125189	10.126568	10.579504	11.560045	13.555821	 5.509652	 8.259186	 8.058088	12.659018	13.206880	11.692543	12.230922	13.199562	11.815253	 8.653290	10.056546	 6.605576	11.3716691	 7.3725987	 5.4731245	 9.0174462	10.4556807	10.8056501	11.7639717	11.3986993	 9.3131370	 2.9950865	 7.1505038	 7.7499659	 4.3971800	 0.7726458	13.0952715	-0.8122323	11.7377489	 9.9641566	 7.4591865	 9.0121256	11.0757057	10.7399124	11.0821624	11.0957408	 7.9525951	12.8476080
TCGA-VD-A8KD	72	1	114	NA	choroid	stage iv	t4a	nx	m1	male	2012	no	NA	NA	1	1	4	1	5	4	7	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5.895688e-07	2.427636e-07	25	4.16666666666667	4.16666666666667	12.5	54.1666666666667	10.943259	 9.944461	10.360250	 9.498859	10.976255	12.641801	 7.680826	12.498756	 0.01391100	 1.06970000	 0.01642500	-0.77150000	 0.00972760	-0.00097017	-0.80385000	-0.80385000	-0.80385000	-0.80385000	-0.80385000	-0.80385000	 0.02244400	 0.02244400	 0.55324000	-0.01106000	-0.01106000	-0.01120900	-0.01120900	-0.00152430	 0.01642500	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.804	-0.804	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.070	 1.070	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.804	-0.804	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.070	 1.070	 0.000	 0.000	 0.000	 0.000	 9.362500	 9.448904	 1.522407	 2.522407	 8.756701	 7.869860	10.956727	10.556606	 8.857149	13.702039	10.010237	 1.300007	 4.329755	 4.962970	 3.107353	 4.924494	 8.376820	 7.902394	 5.962970	10.540001	10.070393	 8.882460	11.657740	 8.301882	 7.582320	 1.522407	 7.703101	 7.797191	 8.889967	 8.596156	 9.992329	 6.715042	 5.914715	12.265548	 4.300007	 9.799186	 3.300007	 8.723471	11.545755	 9.896815	11.056005	 4.036969	 9.995813	 8.318668	 9.638369	13.056561	13.404494	10.485293	10.080817	10.993201	13.100904	 4.962970	12.426494	 8.200871	12.280501	12.868356	 8.820950	12.256743	13.032101	11.968885	 7.300004	 5.802503	 6.657556	11.709749	 6.849468	 5.621932	 9.491475	10.003331	10.284897	11.871441	10.464911	 8.653151	 9.132894	 6.069775	 6.764890	 7.689456	 5.314954	12.098881	NA	11.694110	10.884340	 8.499676	 9.703158	10.015966	11.029908	12.797523	11.350987	 9.123372	11.965488
TCGA-VD-A8KE	74	0	NA	821	choroid	stage iia	t2a	nx	mx	female	2012	no	NA	NA	1	2	3	2	4	3	7	2	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	6.242493e-07	3.121246e-07	11.1111111111111	7.40740740740741	22.2222222222222	18.5185185185185	40.7407407407407	12.232172	 3.947245	 9.163409	10.134344	10.818038	12.937206	 7.502895	11.322887	 0.9668900	-0.0026503	 0.0373400	-0.0025118	-0.0025118	 0.0102670	-0.0050024	-0.0050024	-0.0050024	-0.0050024	-0.0076936	-0.0076936	 0.9662000	 0.9662000	-0.0026503	 0.0017849	 0.0017849	 0.0081778	 0.0040468	 0.0040468	 0.0373400	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.966	0.966	0.000	0.000	0.000	0.000	0.960	0.960	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.966	0.966	0.000	0.000	0.000	0.000	0.960	0.960	0.000	0.000	 3.4815831	11.7369506	 4.8706261	 5.2790924	 8.6361617	12.4099269	 9.8706270	 9.2616949	 7.1336611	12.9483167	 8.0200049	 1.0892947	 4.4468186	 4.2185487	-0.9107731	 3.4815831	 7.7002920	 8.0288465	 6.3180854	10.9688506	11.9333846	 5.9596311	12.8494675	 9.1925552	 7.0722613	 0.6741894	 8.8273595	 3.4815831	 7.9565463	 3.7331265	 9.9642487	 1.4112093	NA	10.5181509	 5.6591225	 9.7581522	 2.5487079	 8.1951758	12.9173046	10.521809	10.468104	 2.996154	10.753715	 8.446819	 7.909446	12.643496	12.774126	 9.046369	 9.599042	11.083621	12.585247	 7.356054	13.141835	 8.420184	12.472972	12.212257	 9.657223	10.666224	12.906151	10.048545	 6.176730	 9.358394	 6.187299	11.460772	 6.850818	 3.337197	 9.691966	10.046369	11.029214	11.678684	10.839137	 9.206910	 3.947245	 6.907338	 8.440206	 6.043463	 5.971911	12.787646	NA	11.594831	10.420184	 8.171417	 9.860295	10.863643	10.297502	11.801579	11.174408	 8.037635	12.486006
TCGA-VD-A8KF	68	1	40	NA	choroid	stage iiib	t4b	nx	mx	male	2013	no	NA	NA	1	3	1	1	6	4	7	3	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	2.427636e-07	1.040415e-07	30	10	10	0	50	 8.220064	 6.622501	10.631176	 9.586462	10.872093	12.915428	 8.299386	12.577412	 0.0049969	 1.0281000	-0.0331320	-0.0020784	-0.0020784	 0.0040243	-1.1154000	-1.1154000	-1.0724000	-1.0724000	-1.0714000	-1.0612000	 0.0049969	 0.0049969	-0.8921200	-0.0160170	 0.0000000	-0.0190400	-0.0190400	-0.0190400	-0.0331320	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.071	-1.071	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.055	 1.055	-0.892	 0.135	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.071	-1.071	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.055	 1.055	-0.892	 0.135	 0.000	 0.000	 0.000	 0.000	10.6077938	 9.2064086	 2.6965058	 3.1819294	 8.4761115	 8.1047607	10.9479052	11.2263227	 9.9111446	13.3431204	 9.8278443	-1.2102290	-0.2103959	 4.4334669	 0.7896041	 4.6965002	 8.0703818	 7.7114522	 6.1990029	10.5465844	10.1646505	 5.5969649	11.8777368	 7.9393582	 7.3326426	 3.1819294	 8.1711543	 4.6722556	 9.2418523	 3.6965058	10.5141250	 1.1115655	 1.7896041	 9.3726938	 5.3442000	 6.8770743	 6.5310789	 8.9380879	11.8577176	 9.718869	11.598575	 5.075015	10.183538	 8.273427	 9.797339	13.146613	13.438418	10.895847	 9.892243	10.776520	13.210756	 5.215877	11.978663	 9.294430	12.504071	11.668428	 8.875748	10.969831	13.299015	12.508462	 7.111539	 5.659976	 6.828530	12.099230	 6.954519	 2.696506	 9.285466	10.358992	10.159754	12.096527	10.488316	 7.293437	 3.596971	 6.002667	 7.293437	 6.313173	 3.490057	11.718685	-1.210229	11.724039	11.087387	 8.862414	 9.378260	10.325858	11.017528	12.764474	11.294926	 9.474360	11.864923
TCGA-VD-A8KG	47	0	NA	19	choroid	stage iia	t2a	nx	mx	female	2012	no	NA	NA	4	4	3	2	4	3	NA	NA	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	5.202077e-07	1.734026e-07	20	10	10	25	35	12.4622685	 0.2618317	 9.1617411	10.1455422	 9.4225925	13.8952922	 6.5472832	10.7223366	 3.44340000	 1.73140000	 0.00277450	 0.00000000	 0.00000000	 0.00597000	-0.01304900	-0.01304900	 0.00541390	 0.00064041	 0.00064041	-0.00470790	-0.04563500	-0.04563500	-0.01285100	 0.88774000	-1.03220000	-0.00321920	-0.00321920	-0.01450300	 0.00277450	 0.000	 0.000	 0.955	 0.955	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.629	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.731	 0.000	 0.000	 0.120	 0.120	 0.000	 0.000	 0.955	 0.955	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.629	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.731	 0.000	 0.000	 0.120	 0.120	 4.034471	11.166515	 6.571736	 5.184713	 8.689543	13.718706	10.355958	 9.455817	 6.377358	13.183660	 8.591303	 3.320773	-1.323011	 4.905736	NA	 2.484267	 8.094771	 8.144524	 6.516122	10.615028	11.988383	 6.985257	13.481604	 9.360790	 8.150624	 1.676899	 8.438470	 4.905736	 9.163753	 5.915323	10.346689	 2.377346	 1.846834	11.220192	 5.886372	 9.974408	 7.352875	 8.550362	12.203417	10.913530	 9.049783	 1.998845	10.697551	 8.594290	 8.586811	12.414271	12.196309	 9.573251	10.306730	10.900920	12.539943	 4.431803	12.861948	 8.420070	13.034608	14.376274	11.930618	12.138526	12.581929	10.781514	 7.927217	 9.583057	 5.276832	11.257648	 6.998847	 3.924841	 9.448408	 9.944290	 9.167769	11.368662	11.150117	 9.306275	 4.905736	 6.619023	 7.659912	 5.743009	 4.886370	12.489597	-1.323011	11.066012	 9.937838	 8.479435	10.509792	 9.865507	10.018437	11.103707	11.274272	 7.160734	12.512969
TCGA-VD-A8KH	69	0	NA	1158	choroid	stage iiib	t4b	nx	mx	male	2012	no	NA	NA	6	2	3	3	2	2	4	1	0	0	0	4	0	0	0	4	0	0	4	0	0	0	0	0	0	4	0	0	0	4	5.202077e-07	2.427636e-07	31.8181818181818	4.54545454545455	18.1818181818182	4.54545454545455	40.9090909090909	10.8340459	-0.2838431	10.3814141	 9.3814142	10.9875412	12.7258194	 7.7713607	12.1680620	 0.0011093	 0.8796600	 0.0303100	-0.9591900	 0.0140510	-0.0154660	 0.0366530	 0.0366530	 0.0562280	-0.9938800	-0.9828000	-0.9809000	 0.0011093	 0.0011093	-0.0102320	-0.0099565	-0.0099565	 0.0305910	 0.0305910	 0.0348180	 0.0432990	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.920	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.103	 0.103	 0.000	 0.880	-0.938	-0.938	-0.141	-0.141	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.920	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.103	 0.103	 0.000	 0.880	-0.938	-0.938	-0.141	-0.141	 7.437178	 9.301980	 6.555282	 5.749502	 7.868363	 8.512118	10.502348	 9.874057	 8.811475	15.028465	 8.661522	 3.670274	 7.104095	 5.416519	 6.819365	 4.824605	 8.287831	 7.388504	 6.808836	10.388945	10.542229	 4.443998	11.606912	 8.828518	 7.187754	 2.716069	 8.366807	 3.670274	 9.432898	 2.964010	10.322946	-1.283843	NA	10.187245	 5.430322	11.819858	 9.686903	 9.584901	13.495746	10.419982	10.661888	 4.598722	10.049793	 7.808836	 8.962819	12.972656	13.465162	10.495798	 9.905285	10.818382	12.621653	 5.845362	11.775423	 8.469295	12.443573	13.006241	10.230299	11.650322	13.708176	12.180877	 7.913295	 9.205926	 6.529860	11.827540	 7.947299	 4.073632	 9.831122	10.189784	 9.599485	11.938420	10.178580	10.937665	 5.586444	 6.810104	 6.652716	 5.749502	 2.301032	11.433112	-1.283843	11.707246	10.464271	 8.133931	 8.824943	11.511712	11.105172	12.514955	10.962522	 8.969926	12.508157
TCGA-VD-A8KI	68	1	1113	NA	choroid	stage iib	t3a	nx	mx	male	2012	no	NA	NA	5	1	4	1	5	4	1	1	5	0	0	0	7	0	0	0	5	0	0	7	0	0	5	0	0	0	7	0	0	0	6.242493e-07	2.774441e-07	14.8148148148148	18.5185185185185	14.8148148148148	25.9259259259259	25.9259259259259	 7.580436	10.499299	 8.591130	 9.255552	 9.124756	13.172002	 7.136486	10.853454	 0.8916600	 2.4175000	-0.0583270	-0.0056512	-0.0056512	 0.0263730	-0.9174600	-0.9174600	-0.9174600	-0.9174600	-0.9050200	-0.9297100	-0.9474900	-0.9474900	-0.9671000	-0.0142280	-0.0173910	-0.0496950	-0.0496950	-0.0496950	-0.0583270	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.806	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.905	-0.905	 0.000	 0.000	 0.000	 0.000	 0.892	-0.013	 0.000	 0.000	 1.510	 2.477	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.806	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.905	-0.905	 0.000	 0.000	 0.000	 0.000	 0.892	-0.013	 0.000	 0.000	 1.510	 2.477	 0.000	 0.000	 0.000	 0.000	 3.888558	 9.954647	 1.188148	 3.358045	 8.042986	 8.917739	10.968248	10.292061	 8.121809	13.211872	10.156065	NA	 1.188148	 6.307059	NA	 1.188148	 6.199345	 7.795448	 5.888558	 9.734048	11.822021	 6.337864	11.999091	 8.754172	 7.765547	 0.773068	 7.679971	 4.275581	 8.934632	 4.614380	11.079902	 1.773068	 2.358030	10.940499	 3.831979	 6.810169	 2.888558	 8.204926	11.619354	10.743186	 9.788031	 1.773068	10.528525	 8.485034	10.919437	12.696160	12.343094	 9.003501	10.478137	10.950085	12.559214	 4.275581	12.652281	 8.865838	11.599894	13.326870	 6.810169	12.689084	12.239667	11.313205	 9.079902	 6.995473	 4.888558	10.990230	 5.358045	 4.188116	 8.661824	10.094257	 9.731150	11.595386	11.409705	 9.566413	 3.888558	 6.235786	 7.082936	 5.118854	 2.188116	12.496457	NA	11.290750	 9.939662	 7.101007	10.265702	 9.990634	10.171824	11.444032	10.393300	 7.392689	12.485751
TCGA-VD-A8KJ	53	0	NA	1150	choroid	stage iib	t3a	nx	mx	male	2011	no	NA	NA	4	4	3	2	2	2	4	4	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	5.895688e-07	3.468052e-08	16.6666666666667	16.6666666666667	11.1111111111111	22.2222222222222	33.3333333333333	11.8572085	-0.2060625	10.1937939	 9.6053567	10.3595602	13.4421148	 6.3638369	12.5425942	 1.7073000	 1.3946000	 0.0061937	-0.0064208	-0.0064208	 0.4779700	-0.0713910	-0.0713910	-0.0713910	-0.0713910	-0.0805180	-0.0805180	 1.5765000	-1.0184000	-1.0361000	-0.0080783	-0.0080783	 0.0170610	 0.0208480	-0.0026863	 0.0228100	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.486	 0.486	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.008	-1.008	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.486	 0.486	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.008	-1.008	 0.000	 0.000	 0.000	 0.000	 3.041909	10.529961	 3.494416	 5.269714	 9.089751	10.914220	10.343285	 9.678153	 5.186298	12.835898	 7.070106	 3.186295	 6.371411	 4.494422	 6.203373	 3.494416	 8.860071	 8.081694	 6.771262	 9.760487	10.546781	 4.724721	12.315214	 9.500478	 7.386439	 1.963918	 8.281822	 3.601340	 8.499614	 3.115916	10.387373	-1.205896	-1.205896	10.466849	 7.862760	 7.408691	 6.765525	 9.199123	12.908700	10.136057	10.542594	 4.902508	10.207610	 8.027602	 9.233813	13.100542	13.200652	10.834272	10.152084	10.907724	12.623011	 7.008301	11.753260	 8.637903	13.422598	12.654099	10.340394	11.689368	13.430833	12.297677	 8.501341	 9.090898	 6.838376	11.386906	 7.337013	 4.748177	 9.240031	10.485289	10.749995	11.850112	10.657007	 9.396681	 3.317550	 7.148540	 7.936089	 6.060769	 2.700884	12.060915	NA	11.384101	10.419234	 8.287837	 9.100944	10.028201	10.778756	11.845021	10.637903	 9.190587	12.012545
TCGA-VD-A8KK	54	0	NA	64	choroid	stage iiia	t4a	nx	mx	male	2013	no	NA	NA	1	3	4	3	5	4	4	1	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	5.548882e-07	1.387221e-07	20	15	5	30	30	 8.689503	 7.393063	 9.287936	 8.753045	10.192799	12.538214	 7.591513	11.321946	 0.0137720	 1.0015000	-0.0242510	-0.0019399	-0.0019399	 0.0041632	-0.9575300	-1.0123000	-0.9253300	-0.9165700	-0.9165700	-0.9165700	 0.0137720	 0.0137720	-0.0136770	-0.0107840	-0.0105080	-0.0353120	-0.0491540	-0.0491540	-0.0242510	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.117	 0.000	 0.000	 0.000	-0.917	-0.917	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.244	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.117	 0.000	 0.000	 0.000	-0.917	-0.917	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.244	 0.000	 0.000	 0.000	 0.000	 6.2897220	10.3388702	 1.2164859	 3.8014381	 7.6759048	 9.4863793	11.1293628	10.0546270	 8.1745427	13.7119955	10.6649340	 1.2164859	 5.7400344	 7.8603297	-0.3684766	 3.2164704	 7.2164733	 7.4452922	 5.8014355	10.4540818	10.9180688	 6.4128713	12.0757494	 9.0130541	 7.7607938	 2.8014277	 7.8506794	 4.5857077	 8.6201956	 5.3039378	11.3712916	 2.4388783	 2.4388783	11.6364337	 4.2753647	 6.2164743	 2.6315001	 8.6116504	12.2861470	11.092990	 9.545896	 3.953442	 9.875875	 8.737419	11.274465	12.273111	12.422470	 9.064053	 9.940987	11.025974	12.753854	 3.801438	11.996740	 7.791382	11.772660	11.786329	 7.902974	11.915757	12.096567	11.117340	 9.203264	 5.155073	 5.216474	11.099626	 6.935291	 4.331949	 8.848257	 9.514154	11.923545	12.037450	10.773618	 9.425927	 5.023828	 7.554482	 8.349187	 6.331951	 3.090938	12.454878	NA	11.299953	10.021680	 6.642738	 9.924327	11.030255	10.758861	11.635029	10.554095	 7.811420	12.587887
TCGA-VD-A8KL	77	0	NA	638	choroid	stage iib	t3a	nx	mx	female	2013	no	NA	NA	3	1	2	3	1	1	6	4	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	7.282908e-07	6.936103e-08	26.0869565217391	8.69565217391304	17.3913043478261	17.3913043478261	30.4347826086957	11.326088	 6.548805	 8.853215	 8.992320	 9.309209	13.311158	 7.971595	11.064233	 0.6822900	 1.3410000	 0.6446300	-0.0051707	-0.0051707	 0.5244400	-0.6893700	-0.6893700	-0.6893700	-0.6893700	-0.6897100	-0.6897100	-0.0051707	-0.0051707	 1.3303000	 0.3879400	 0.3879400	-0.0068293	-0.0068293	-0.0068293	 0.6446300	 0.000	 0.000	 0.388	 0.388	 0.630	 0.630	 0.655	 0.000	 0.000	 0.000	 0.000	 0.645	 0.645	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.656	 0.656	 0.524	 0.524	-0.689	-0.689	 0.000	 0.000	 0.000	 0.000	 0.682	 0.000	 0.664	 0.664	 1.330	 1.330	-0.698	-0.698	 0.135	 0.135	 0.000	 0.000	 0.388	 0.388	 0.630	 0.630	 0.655	 0.000	 0.000	 0.000	 0.000	 0.645	 0.645	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.656	 0.656	 0.524	 0.524	-0.689	-0.689	 0.000	 0.000	 0.000	 0.000	 0.682	 0.000	 0.664	 0.664	 1.330	 1.330	-0.698	-0.698	 0.135	 0.135	 3.2757818	 9.8990582	 1.6908193	 3.2757818	 8.7703087	10.8456419	10.1223215	 9.7596021	 7.1337669	14.1777217	10.4795421	 3.4981743	 5.3632482	 6.8707334	 4.1502591	 2.0127474	 6.8904965	 7.4981791	 6.2454120	 9.1826769	10.7908290	 4.2143891	13.1385528	 8.5205464	 8.3382822	 3.3912591	 8.2944503	 1.2757818	 8.2981542	 2.6908193	10.9762260	 1.6908193	-0.3091807	10.4787263	 7.5425730	 6.3201796	 7.2981542	 8.3632491	11.9646194	11.283281	10.219278	 3.275782	10.639921	 9.609687	10.704147	12.576520	12.238441	 8.673818	 9.836756	11.400769	13.054548	 4.275789	11.947032	 8.656608	12.470748	12.247090	 9.849434	12.039552	12.629485	10.720801	 8.087428	 7.091703	 5.799349	11.253066	 6.334681	 5.083141	 8.788856	10.143065	12.705193	11.156900	11.556557	 9.507808	 4.445713	 6.268404	 8.301849	 5.012752	 2.275782	12.763124	NA	11.344117	10.306453	 6.976226	10.169836	11.087429	10.823966	11.578044	10.815591	 7.405069	13.106302
TCGA-VD-A8KM	65	0	NA	4	choroid	stage iib	t3a	nx	mx	male	2013	no	NA	NA	1	1	4	1	5	4	1	3	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	4.855272e-07	2.427636e-07	23.8095238095238	4.76190476190476	23.8095238095238	14.2857142857143	33.3333333333333	 9.075319	11.258069	 9.891719	 8.768685	10.122430	12.541973	 7.108211	12.106116	 0.4708400	 1.3587000	-0.0084385	-0.0165670	-0.0011087	 0.0031910	-0.4767000	-0.4767000	-0.4767000	-0.4767000	-0.4726800	-0.4726800	 0.0047190	 0.0047190	-0.4921400	-0.0044312	-0.0037395	-0.4832300	-0.4832300	-0.5100100	-0.0084385	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.469	-0.014	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.916	 0.000	 0.000	 0.000	-0.477	-0.477	 0.475	 0.000	 0.000	 0.000	 0.466	 0.000	 0.000	 0.000	 0.000	 0.472	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.469	-0.014	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.916	 0.000	 0.000	 0.000	-0.477	-0.477	 0.475	 0.000	 0.000	 0.000	 0.466	 0.000	 0.000	 0.000	 0.000	 0.472	 0.000	 0.000	 0.000	 0.000	 5.4628769	10.1746532	-0.4075549	 3.5925168	 8.5452526	 9.3127555	11.2708913	10.7495424	 8.5083906	12.6951432	11.1451804	NA	 1.9144497	 3.4504987	 0.5925408	 4.0843620	 9.4613337	 7.9826805	 5.5467062	 9.9955232	 9.4766818	10.3660626	11.5826152	 9.0271394	 8.1793513	 5.4994026	 7.9483246	 8.8790692	10.2354655	10.3573829	11.1727698	 7.3373454	 7.2145629	12.0592251	 2.4993995	 6.2435625	 3.6369030	 8.5188073	11.4586310	10.065202	10.388957	 4.523248	10.035455	 8.891719	10.447380	13.200246	13.251671	 9.877335	10.258291	10.806830	12.825382	 4.914440	12.047325	 9.574079	11.268468	12.431814	 8.657254	12.536674	12.471807	12.212502	 7.742258	 5.250723	 6.285998	11.3960370	 7.1121475	 7.3836741	 9.4356471	 9.9912550	12.5361250	12.0447525	10.4046886	 7.0437229	10.6121020	 6.2747332	 6.2790125	 9.0753192	 5.8116791	12.2471473	 0.1774714	10.9025559	10.5532373	 8.3339782	10.2107041	 9.7301428	10.8796465	12.1012964	10.8695080	 8.9933908	11.6428701
TCGA-VD-A8KN	60	0	NA	68	choroid	stage iia	t2a	nx	mx	female	2013	no	NA	NA	5	1	4	1	5	1	1	1	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	4.161662e-07	6.936103e-08	26.6666666666667	20	6.66666666666667	6.66666666666667	40	 8.215563	 8.784821	 9.493929	 9.532055	10.693926	13.057897	 7.774814	11.876189	 0.14384000	 1.85190000	-0.00733390	 0.00305220	 0.00305220	-0.00013862	-0.92406000	-0.92406000	-0.92406000	-0.92406000	-0.92406000	-0.92406000	-0.10985000	-0.10985000	-0.03313200	-0.01381500	-0.01381500	-0.08768600	-0.10355000	-0.10355000	-0.00733390	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.924	-0.924	 0.000	 0.000	 0.000	 0.000	 0.144	 0.034	 0.000	 0.000	 1.852	 1.852	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.924	-0.924	 0.000	 0.000	 0.000	 0.000	 0.144	 0.034	 0.000	 0.000	 1.852	 1.852	 0.000	 0.000	 0.000	 0.000	 7.7132676	 9.7289021	 1.8306204	 3.0232731	 8.5429061	 9.6425727	11.2622715	10.8213365	 8.0260846	13.4495345	10.7935207	-0.9768156	 3.4827063	 5.3451976	 1.3452260	 1.8306204	 7.6562647	 7.6453219	 6.5231150	 9.6553561	11.0341475	 8.3564251	12.3321776	 8.4888363	 8.0260846	 3.0232731	 7.9150536	 6.6671257	 8.7664212	 6.6956946	10.7647368	 4.1525566	 4.0676645	10.9723669	 4.0232731	 5.7375164	 3.4827063	 8.7545889	12.4628410	10.192569	10.258087	 4.449535	10.436369	 8.602586	 9.890549	13.196010	12.922627	 9.685048	10.595496	10.982910	12.852497	 5.363118	11.813618	 8.817686	12.372413	12.594548	10.196947	12.253591	13.076347	12.361726	 8.374209	 6.546831	 6.203180	11.8156534	 6.8687596	 5.0005499	 9.5141207	10.4262818	11.3181777	12.1188316	11.0508303	 9.1133822	 4.9059140	 6.4240638	 7.2180265	 7.4990031	 6.5231150	12.4424399	-0.9768156	11.1130513	10.9763749	 8.3429418	 9.7437962	10.0758378	10.6236473	12.1817217	11.2284521	 8.4682848	12.2281465
TCGA-VD-A8KO	51	0	NA	795	choroid	stage iia	t2a	nx	mx	male	2012	no	NA	NA	4	2	3	2	4	3	NA	NA	0	0	2	0	4	0	0	0	0	2	0	4	0	0	0	0	2	0	4	0	0	0	3.121246e-07	1.040415e-07	33.3333333333333	8.33333333333333	8.33333333333333	8.33333333333333	41.6666666666667	11.312668	NA	10.659309	 9.638734	11.205158	13.771959	 5.314831	12.774375	 1.01650000	-0.00201580	-0.00553750	-0.00083160	-0.00083160	-0.00069303	-0.00277070	-0.00277070	 0.00569190	 0.00235810	 0.00185940	 0.00185940	 0.00638710	 0.00249690	 0.00555290	-0.00263220	 1.01730000	-0.00235530	-0.01780300	-0.01780300	-0.00553750	0.000	0.000	0.000	1.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.006	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.010	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 6.2124701	10.7337232	 7.0616444	 5.4825579	 8.9112760	10.2011539	 9.4390230	10.6103325	 5.8798944	13.4477091	 4.5844394	NA	NA	 2.4469443	NA	 5.0318980	 9.8245788	 8.3586261	 7.6007396	10.9582918	10.4781532	 4.1694039	12.0742859	 9.0893472	 6.9829879	-0.8748779	 8.4665696	 3.2949295	 8.3320209	 2.4469443	 9.7498019	 0.1249898	NA	 9.1459864	 4.9578960	10.6934376	 9.6834272	 8.6208613	13.0402322	 9.417328	11.538634	 5.169400	10.175535	 7.954729	 7.424214	12.821974	13.315603	11.348405	 9.251711	10.862676	12.163754	 7.932361	12.912807	 9.800081	14.167008	12.479669	11.972260	10.266475	14.362739	11.797867	 6.839252	 9.565875	 6.702435	12.341752	 7.906366	 2.446944	10.484207	10.517860	 8.919422	12.491192	 9.884895	10.086456	 5.055742	 6.565876	 8.061644	 5.147376	 3.372938	11.583413	NA	11.367585	11.369073	 9.532274	 9.770809	 9.609829	11.038270	11.227638	10.925502	 9.778747	12.125535
TCGA-VD-AA8M	64	0	NA	6	choroid	stage iia	t2a	n0	m0	male	2013	no	NA	NA	4	4	3	2	4	3	6	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	7.629713e-07	1.040415e-07	20	4	12	32	32	12.2532029	-0.5160166	 9.0270166	10.3810739	 9.9688077	13.0592877	 6.5714478	10.8282807	 0.0539480	-0.0019399	 0.1867700	 0.0358060	 0.0042449	 0.0000000	 0.0091705	 0.0091705	 0.0091705	-0.0086404	-0.0125300	-0.0125300	-0.0036011	-0.0036011	-0.0019399	 0.0036808	 0.0036808	-0.0548250	-0.0548250	-0.0548250	-1.2929000	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	 1.0689459	11.7419619	 3.7319109	 4.3908740	 9.1861576	12.0486107	 9.4028481	 9.4439868	 6.2653450	12.8863308	 8.7223895	-0.5160166	 6.1278417	 5.3168734	 2.8059115	 2.6539084	 7.2718878	 7.9060494	 6.7223895	10.9907883	10.6824299	 5.3168734	13.1007634	 8.8997267	 7.5392674	-0.5160166	 8.2848847	 3.2913383	 7.9515901	 3.9434150	 9.5964244	-0.5160166	-0.5160166	10.4176755	 4.6132664	 9.0424055	 9.3772865	 8.3481709	12.6507756	10.684270	 9.700731	 2.653908	10.948020	 8.683657	 8.338853	12.495562	12.508605	 8.646376	 9.768231	11.247197	12.494338	 7.225451	12.362994	 8.184425	12.873616	12.650305	 9.211905	11.407684	12.624655	10.129643	 7.091315	 9.076442	 6.341966	11.176164	 5.414721	 3.943415	 9.770543	 9.396874	 9.610689	11.309341	 9.838234	 9.555447	 4.693437	 6.016924	 9.220387	 5.341964	 5.316873	11.937770	NA	10.509124	 8.969814	 8.023144	 9.424005	 9.489609	 9.258772	10.569457	10.027017	 6.731912	11.473024
TCGA-VD-AA8N	86	0	NA	44	choroid	stage iib	t3a	n0	m0	male	2013	no	NA	NA	5	1	4	1	1	1	2	1	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	2.774441e-07	6.936103e-08	27.2727272727273	27.2727272727273	9.09090909090909	18.1818181818182	18.1818181818182	10.786501	 6.429731	 9.122754	 9.030635	10.152197	13.400125	 7.903663	11.006657	 0.0069435	 1.5970000	-0.0271240	-0.0107910	 0.0000000	 0.0037465	-0.8345400	-0.8345400	-0.8345400	-0.8345400	-0.8345400	-0.8345400	-0.8339700	-0.8612900	-0.8662500	-0.0143660	-0.0073339	-0.8586000	-0.9145000	-0.9145000	-0.0271240	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.839	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.835	-0.835	 0.000	 0.000	 0.000	 0.000	 0.000	-0.825	 0.000	 0.000	 0.731	 1.597	 0.000	 0.000	-0.119	-0.119	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.839	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.835	-0.835	 0.000	 0.000	 0.000	 0.000	 0.000	-0.825	 0.000	 0.000	 0.731	 1.597	 0.000	 0.000	-0.119	-0.119	 4.397310	 9.823575	 2.937872	 1.937872	 8.515307	 9.077430	10.985002	 9.926563	 9.171498	13.264589	11.927273	 4.107805	 7.147332	 5.397310	 8.751660	 2.522834	 6.147331	 7.880393	 6.330196	 9.974052	10.370420	 7.003968	11.684393	 8.832696	 7.477037	 3.259800	 7.507734	 5.692765	 8.537791	 7.067161	11.125230	 4.522840	 3.259800	11.141226	 1.937872	 6.364143	NA	 7.937878	11.087625	10.619117	 9.429731	 2.522834	10.216328	 8.477037	11.781799	12.679767	12.498689	 8.492467	10.161880	10.867137	12.492947	 4.397310	11.285500	 8.976797	11.799741	11.722513	 7.522840	12.262059	12.051620	11.380822	 8.035910	 5.581734	 5.844770	10.873043	 5.692765	 3.745237	 8.960246	 9.943503	11.795082	11.497255	10.717598	 9.237086	 5.397310	 5.706064	 7.868616	 7.003968	 4.522840	12.571782	NA	11.002621	 9.868616	 6.492467	 9.561906	10.277728	10.503932	11.713489	10.585337	 7.364143	12.316715
TCGA-VD-AA8O	77	1	606	NA	choroid	stage iib	t3a	n0	m0	male	2013	no	NA	NA	3	1	4	1	5	1	1	3	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	5.202077e-07	1.040415e-07	33.3333333333333	5.55555555555556	22.2222222222222	5.55555555555556	33.3333333333333	 9.068855	 8.847340	 8.360275	 9.191604	 9.926957	12.672707	 7.483892	11.037361	 0.0095883	 0.5825600	 0.5048100	-0.6220900	-0.5796000	 0.0000000	-0.5741700	-0.5741700	-0.5781200	-0.5718000	-0.5709100	-0.5709100	 0.0425900	 0.0425900	 0.5825600	-0.0052610	-0.0052610	 0.0077783	 0.0077783	-0.0236700	 0.5048100	-0.576	-0.576	 0.000	 0.000	-0.582	-0.582	 0.000	 0.576	-0.597	 0.000	 0.000	 0.518	 0.518	-0.577	-0.577	 0.000	 0.000	-0.076	 0.499	 0.525	 0.525	 0.564	 0.000	 0.000	 0.000	-1.293	-1.293	-0.559	-0.559	 0.000	 0.000	 0.000	 0.000	 0.588	 0.588	 0.583	 0.583	-0.593	-0.593	-0.144	-0.144	-0.576	-0.576	 0.000	 0.000	-0.582	-0.582	 0.000	 0.576	-0.597	 0.000	 0.000	 0.518	 0.518	-0.577	-0.577	 0.000	 0.000	-0.076	 0.499	 0.525	 0.525	 0.564	 0.000	 0.000	 0.000	-1.293	-1.293	-0.559	-0.559	 0.000	 0.000	 0.000	 0.000	 0.588	 0.588	 0.583	 0.583	-0.593	-0.593	-0.144	-0.144	 5.9094227	10.3674275	 1.9708169	 4.8777148	 8.6314128	 9.0060800	 9.7323740	 9.0618172	 8.7234821	14.3073758	12.2923751	-0.6141825	 0.3858175	 7.5607860	 0.3858175	 2.5557916	 6.6242647	 7.1606470	 5.7077870	10.2219107	 9.5940947	 7.5406783	12.7777751	 8.8837121	 7.8534661	 5.0582862	 8.7032727	 5.1407459	 9.6266516	 6.1932158	10.3886753	 6.1273279	 2.5557916	12.0609352	 2.1932040	 6.6146789	-0.6141825	 8.7738777	11.7215298	11.210421	 9.864630	 2.193204	10.700444	 9.538145	11.151975	13.170802	12.644279	 8.756548	10.221121	10.920163	13.474980	 4.086300	10.247723	 8.980185	11.542891	12.278403	10.553278	11.916267	12.850151	11.148242	 7.873700	 4.812123	 5.494384	11.370991	 6.955716	 3.086308	 8.972700	10.288989	 9.465345	11.236828	11.149902	 7.328375	 3.086308	 6.475020	 8.565769	 5.925019	 4.473326	12.758181	NA	10.804767	10.942845	 7.881715	10.218924	10.631413	10.901560	12.361171	11.832944	 8.044072	12.506098
TCGA-VD-AA8P	64	0	NA	86	choroid	stage iib	t3a	n0	m0	female	2013	no	NA	NA	1	3	2	3	3	4	5	3	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	4.508467e-07	6.936103e-08	6.25	12.5	6.25	25	50	11.047034	 1.775978	 9.583315	10.024678	10.625104	12.998855	 8.055183	11.422518	 0.0174040	 1.0097000	-0.0156040	-0.9892000	-0.9894800	-0.0173910	-1.0046000	-1.0046000	-0.9903900	-0.9903900	-0.9903900	-1.0026000	 0.0421660	 0.0421660	-0.0138150	-0.0067813	-0.0067813	-0.0201380	-0.0201380	-0.0201380	-0.0156040	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.987	-0.006	 0.000	 0.000	 0.000	 0.000	 0.867	 0.000	-0.990	-0.990	 0.000	 0.000	 0.000	-0.930	 0.000	 0.000	 0.000	 0.000	 1.010	 1.010	 0.960	 0.000	-0.114	-0.114	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.987	-0.006	 0.000	 0.000	 0.000	 0.000	 0.867	 0.000	-0.990	-0.990	 0.000	 0.000	 0.000	-0.930	 0.000	 0.000	 0.000	 0.000	 1.010	 1.010	 0.960	 0.000	-0.114	-0.114	 6.350868	11.138999	 2.190994	 2.360926	 7.813049	 8.182519	11.023887	10.686353	 8.434171	14.118683	10.345182	 3.438918	 6.521914	 7.325423	 6.246279	 1.775978	 6.097889	 7.529912	 5.877499	10.166129	10.059048	 4.400449	12.960732	 8.654521	 8.023887	 2.775957	 8.436550	 2.650420	 9.479863	 3.190994	 9.461293	 2.512935	NA	 9.788119	 4.863423	 8.688849	 9.299522	 9.344549	12.272647	10.420417	10.603038	 3.945889	10.559504	 8.478710	10.150275	13.116737	12.478132	 9.719451	10.356532	10.965784	13.406303	 5.682851	 9.041184	 8.405316	12.874979	12.340427	 7.617262	11.603038	12.852441	11.637819	 8.124688	 1.775978	 4.945884	12.106877	 6.448386	 4.512928	 9.291659	10.417409	10.208502	11.652732	11.620665	 9.385754	 2.891439	 6.940062	 7.457784	 6.121734	 4.918916	12.490205	NA	10.490778	11.043527	 8.173991	 9.538785	11.167561	10.744626	11.915724	11.138999	 8.168277	12.075168
TCGA-VD-AA8Q	71	1	636	NA	choroid	stage iib	t3a	n0	m0	male	2013	no	NA	NA	4	4	2	3	6	2	6	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	5.202077e-07	1.734026e-07	19.047619047619	9.52380952380952	4.76190476190476	14.2857142857143	52.3809523809524	12.132405	NA	 9.110982	 7.556393	10.493031	11.980560	 7.736302	11.257700	-0.00138580	-0.00691950	 0.00583090	 0.00805670	 0.00277450	-0.00069303	 0.00499690	 0.00499690	 0.00499690	 0.00499690	 0.00152850	 0.00805670	 0.00069327	 0.00069327	-0.00691950	-0.00949070	-0.01547100	-0.00055444	-0.01311400	-0.01311400	-0.77948000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.814	-0.814	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.972	 0.972	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.814	-0.814	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.972	 0.972	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 7.110982	12.775562	 5.643856	 5.685677	 8.741269	12.641534	 9.382942	 9.880574	 7.256833	13.182559	11.245518	 5.015823	 8.007604	 7.414374	 9.490084	 2.878313	 6.948711	 7.775562	 6.256833	11.091669	10.759741	 7.567621	11.803134	 8.584299	 8.079955	 4.256830	 8.064188	 5.414376	 7.414374	 7.726318	11.148850	 5.256833	 3.363746	11.814959	 2.556405	 7.600787	 7.363748	 9.007605	12.012748	11.472273	 8.913945	 3.363746	 9.028068	 9.040209	 9.728821	11.597368	12.474884	 8.228819	 9.920528	10.817313	13.115531	 7.228819	11.272355	 6.804321	10.500373	10.677927	 9.015825	10.860174	11.499641	10.152583	 7.685677	 7.463284	 5.878321	10.635878	 5.982658	 4.804322	 8.675334	 8.545078	11.224392	12.011207	 9.864732	 6.999337	 4.804322	 5.319806	10.013774	 6.913945	 6.284314	12.096521	NA	10.844106	 9.072093	 4.726319	 9.620489	10.625172	 9.787614	10.500373	 9.864732	 7.064188	12.088749
TCGA-VD-AA8R	78	0	NA	6	choroid	stage iib	t3a	n0	m0	female	2013	no	NA	NA	4	2	3	2	3	2	NA	NA	0	0	5	4	0	0	0	0	0	5	4	0	0	0	0	0	5	4	0	0	0	0	3.468052e-07	1.387221e-07	35.7142857142857	7.14285714285714	14.2857142857143	28.5714285714286	14.2857142857143	11.6936105	-0.2090612	10.1718607	10.0814535	10.9488371	12.8962761	 7.6735013	11.7039350	 0.00263570	 0.00138680	 0.00000000	-0.00142200	-0.00142200	-0.00740130	 0.00221930	 0.00221930	 0.00221930	 0.00221930	 0.00221930	 0.00221930	 0.00180300	 0.00180300	 0.00138680	 0.00166420	 0.00166420	-0.00041585	-0.00041585	-0.00041585	 0.00000000	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	 3.3758179	10.5449109	 6.2584643	 5.2338037	 9.0411570	 9.4826021	 9.5365330	 9.5085350	 6.3907708	12.9493894	10.0340326	NA	 1.3758457	 5.4773600	 2.8783134	 3.6488450	 7.8783213	 8.4238538	 6.5590436	11.1062913	 9.5474149	 3.9607804	12.5420888	 8.3492795	 6.6174072	 0.3758457	 8.2429145	 0.7908554	 9.2002496	 0.7908554	 9.7289679	-1.2092280	NA	 9.4834740	 6.6977488	 8.8902065	 8.4274834	 7.7274964	12.7504984	 9.723811	10.840026	 4.148414	10.366398	 8.187463	 9.088921	12.971545	13.056107	10.334374	 9.592567	10.903298	12.682927	 5.661222	 4.038787	 8.890207	12.127644	 9.972011	 9.371117	10.440564	13.285839	11.354284	 5.405567	 7.715671	 6.337754	12.118271	 6.148412	 2.878313	10.258464	10.305080	 5.165900	12.029711	10.027471	 8.463284	 4.721597	 5.148235	 8.217124	 5.250291	 3.835257	11.273919	-1.209228	11.502095	10.803832	 8.983152	 9.009252	 9.783089	10.559043	11.821008	11.481948	 8.714186	12.206072
TCGA-VD-AA8S	40	0	NA	427	choroid	stage iia	t2a	n0	m0	male	2013	no	NA	NA	3	4	3	2	4	3	3	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	2.774441e-07	0	37.5	0	37.5	0	25	12.335947	NA	 8.250354	10.252338	 9.572812	13.215779	 8.419985	10.708582	 3.65690000	 0.88971000	 0.87587000	-0.00110870	-0.00068732	 0.81819000	 0.00346870	 0.00346870	 0.00346870	 0.00346870	-0.00441550	-0.00441550	-0.00885260	-0.00885260	 0.89615000	 0.00000000	 0.00000000	 0.00138680	 0.00138680	 0.00138680	 0.87587000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.876	0.876	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.818	0.818	0.000	0.000	1.709	0.000	0.000	0.000	1.740	1.740	0.000	0.000	0.896	0.896	0.873	0.873	0.220	0.220	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.876	0.876	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.818	0.818	0.000	0.000	1.709	0.000	0.000	0.000	1.740	1.740	0.000	0.000	0.896	0.896	0.873	0.873	0.220	0.220	 1.4821771	11.7412071	 1.1602103	 6.7148307	 9.1360899	14.3065719	10.6339476	 9.4855474	 4.9931309	12.5809917	 8.5023167	 3.6838087	 6.7526991	 6.2046357	 0.7451943	 1.7451943	 8.5331070	 7.7088328	 5.8326673	11.0697600	12.3616001	 6.0671332	13.7151305	 9.4799140	 7.8847560	 1.1602103	 8.5089701	 2.4821771	 8.2128101	 4.8041000	10.2997932	 2.9675929	 1.7451943	10.5880785	 7.2263313	10.5906945	 8.3074467	 8.9931320	12.7919874	11.747785	 9.079105	 2.619671	11.222625	 9.214168	 7.350067	12.417040	12.326091	 9.534195	 9.883903	11.316009	13.292983	 6.126027	12.940269	 8.359914	13.599099	13.167970	10.723915	11.650842	13.174524	10.299793	 8.042885	 9.822910	 5.860682	10.646071	 6.350066	 4.445647	 8.567510	10.315693	13.929667	10.947328	11.909692	 8.450261	 4.714833	 6.950037	 8.436366	 6.090978	 5.668037	13.539756	NA	11.820684	 9.986790	 6.928426	10.101796	11.102390	10.467443	11.617623	11.911158	 7.774952	12.768150
TCGA-VD-AA8T	83	0	NA	49	choroid	stage iia	t2a	n0	m0	female	2013	no	NA	NA	6	3	1	1	6	4	5	3	6	0	0	4	0	0	0	0	6	0	4	0	0	0	6	0	0	4	0	0	0	0	3.121246e-07	2.774441e-07	41.1764705882353	5.88235294117647	5.88235294117647	17.6470588235294	29.4117647058824	 8.783641	-1.463151	11.120454	 9.525585	11.028503	12.750461	 8.048654	12.803687	 0.0150280	 0.9688400	 0.0162860	-1.0696000	 0.0107030	-0.0048461	-1.0361000	-1.0361000	-0.9963900	-0.9963900	-1.0077000	-0.9958800	 0.0172640	 0.0172640	 0.9367100	-0.0229750	-0.0129890	 0.0033197	 0.0033197	 0.0033197	 0.0162860	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.996	-0.996	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.937	 0.937	-0.995	 0.000	-0.105	-0.105	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.996	-0.996	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.937	 0.937	-0.995	 0.000	-0.105	-0.105	11.0222269	 9.4550185	 2.1218774	 3.1807526	 8.1143295	 9.0779973	10.9300230	10.8297975	 7.3248034	13.9073838	 9.1861838	-0.4631513	 4.5592715	 6.2303875	 0.5369481	 4.9462911	 8.2631189	 7.7555853	 6.6296582	10.1879524	10.5323146	 4.9631643	12.4494159	 8.4750099	 7.8944528	 1.1218774	 7.9356442	 4.2093286	 9.5227428	 4.0287548	 9.6103729	 2.2373496	 1.7068178	 9.7341174	 3.8588265	10.7217761	 6.4195439	 9.5696352	12.0783604	10.333346	11.582660	 4.822302	 9.726725	 8.422597	 7.528423	12.765193	13.487320	10.692351	 9.925456	10.590148	13.159811	 6.099144	 9.817092	 7.852050	12.610875	12.658110	 9.029755	11.439653	13.242047	12.208659	 7.350682	 4.746356	 6.508444	12.112204	 6.278368	 3.858826	 9.833817	10.010606	10.857419	11.945496	10.597597	 7.751220	 5.028755	 5.083022	 8.050628	 6.736572	 4.369788	11.555449	NA	11.900214	11.149309	 8.189746	 9.604207	 9.987596	11.068769	12.083072	11.350081	 9.245122	12.280368
TCGA-WC-A87T	64	0	NA	2600	choroid	stage iib	t3a	n0	m0	male	2007	no	white	not hispanic or latino	4	2	3	2	3	2	3	2	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	4.161662e-07	6.936103e-08	35.7142857142857	7.14285714285714	7.14285714285714	7.14285714285714	42.8571428571429	11.701739	-1.191656	10.533804	 9.094995	10.805617	13.014765	 6.953095	11.873853	 0.89648000	 0.00000000	-0.01326400	-0.00235530	-0.00235530	-0.92749000	 0.00235810	 0.00235810	-0.00034761	-0.00034761	-0.00034761	-0.00034761	 0.00194180	 0.00194180	 0.00000000	 0.00221930	 0.00221930	-0.00719580	-0.00719580	-0.00719580	-0.01326400	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	 9.5080098	10.8397940	 4.3934025	 6.5699892	 9.6515732	10.2714508	 9.6702997	10.2467094	 5.8637204	12.4098599	 7.7626338	NA	 0.3934162	 3.0563581	 0.3934162	 5.7272997	 8.9077851	 8.3839764	 7.3042920	10.8643976	10.8962317	 4.0563668	12.3585829	 8.6397444	 6.2596491	 1.6157929	 8.9518206	 3.7626358	 8.7509518	 2.8959036	10.5749662	-1.1916561	-1.1916561	 9.7017389	 6.9011939	 8.7213265	 6.4879172	 9.2472293	12.6263204	 9.758264	11.491871	 5.589796	 9.514933	 8.070532	 8.380190	12.405675	13.655005	10.981802	 9.309279	10.603259	13.390462	 8.032439	11.936109	 8.137112	11.600414	11.235488	 8.424986	10.511043	13.079682	11.626810	 6.927379	 9.247229	 6.400895	11.697181	 6.993610	 2.615793	 9.442341	 9.779981	 6.148287	12.101334	10.091526	 7.027606	 1.978379	 6.807931	 8.873180	 5.522684	 2.130371	11.520104	NA	11.374015	10.710812	 8.034850	 9.118562	 9.940937	11.335670	11.383267	10.889255	 9.468433	12.061989
TCGA-WC-A87U	73	1	1581	NA	choroid	stage iiia	t3b	n0	m0	male	2007	no	white	not hispanic or latino	4	2	3	2	4	3	3	2	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	0	4	0	4	0	0	0	4.855272e-07	1.387221e-07	11.1111111111111	27.7777777777778	22.2222222222222	5.55555555555556	33.3333333333333	11.7063039	-0.8991569	10.4545226	 9.1148449	10.7464828	13.1026723	 7.0838176	12.1699384	 1.07480000	 0.00152550	-0.00277070	-0.00180140	-0.00180140	-0.00112430	-0.00033463	-0.00033463	-0.00033463	-0.00033463	 0.00541390	-0.00401620	-0.00069303	-0.00069303	-0.00037656	 0.00221930	 0.00221930	 0.00249690	 0.00249690	 0.00249690	-0.00277070	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.062	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	1.062	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 7.5228891	11.5056998	 5.7732500	 5.8557107	 9.0593772	10.6918791	 9.6184938	 9.8406050	 6.8952408	12.6812007	 7.8287445	-0.8991569	 2.6857832	 4.5270891	 2.1008095	 4.5926783	 8.4974291	 8.5354527	 7.0491918	10.7719231	10.7621571	 4.7446832	12.5870309	 9.1134489	 7.1615199	 2.4227443	 8.1159883	 3.8557107	 8.4339797	 4.0077158	10.8511126	 0.1008431	-0.8991569	10.3517149	 2.1008095	 8.8219235	 8.9337143	 9.0550207	12.7025951	10.167586	10.929358	 4.560256	 9.775017	 8.670680	 8.864037	12.350679	13.459682	10.762157	 9.589669	10.705378	13.301800	 7.240375	11.858631	 8.078104	11.768601	10.552551	 9.494215	10.576558	12.843871	11.424721	 7.106449	 8.661157	 6.310278	11.580605	 7.089509	 3.422758	 9.527089	 9.573515	10.869422	12.188121	10.389690	 9.249301	 3.493148	 6.645712	 8.693281	 5.801265	 2.908179	11.609362	NA	11.312104	10.511806	 7.604650	 9.121874	10.059377	11.160169	11.398600	10.898891	 9.059377	12.379129
TCGA-WC-A87W	57	0	NA	1703	choroid	stage iia	t2a	n0	m0	female	2010	no	white	not hispanic or latino	4	3	3	2	4	3	5	2	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	2.774441e-07	1.040415e-07	18.1818181818182	0	18.1818181818182	27.2727272727273	36.3636363636364	11.750499	 1.551688	11.367544	 9.894730	10.920833	12.927208	 7.232188	12.672496	 0.9577500	 0.0207630	-0.0026322	-1.0475000	-1.0011000	 0.0454240	 0.0065262	 0.0065262	 0.0065262	 0.0065262	 0.0065262	 0.0065262	 0.0016642	 0.0016642	 0.0207630	 0.0020805	 0.0020805	-0.0095738	-0.0091286	-0.0146410	-0.0026322	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.983	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.949	 0.922	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.104	-0.104	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.983	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.949	 0.922	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.104	-0.104	 8.636132	11.597268	 3.444786	 4.873631	 8.968350	10.255607	10.329780	11.323900	 7.883899	12.994795	 8.619330	 2.329325	 5.084196	 4.810438	 5.119389	 3.329310	 8.357217	 8.130211	 6.698545	10.579214	11.274511	 5.084196	12.832557	 8.695633	 7.721628	 2.066261	 8.437400	 3.953805	 8.878774	 2.651247	 9.224129	-1.255667	NA	 9.288347	 5.651238	10.008204	 9.931082	 9.752076	12.622303	 9.728054	12.486868	 5.136667	10.043556	 8.759763	 6.321777	12.773290	13.188134	11.431943	 9.975569	10.522836	13.973730	 7.886455	12.372908	 8.422068	13.520833	12.161014	10.886774	10.653866	13.359001	12.011859	 7.271825	 8.093076	 6.344260	12.085589	 7.232188	 2.831816	 9.770872	10.204804	11.483707	12.333063	11.355373	 9.171661	 3.602326	 6.727057	 7.741528	 6.366399	 4.136667	12.327313	NA	11.605435	11.161673	 8.796916	 9.142536	11.080576	11.307306	11.287863	11.470140	 9.456875	12.336805
TCGA-WC-A87Y	59	1	1314	NA	choroid	NA	t3	n0	m0	male	2011	yes	white	not hispanic or latino	6	1	2	3	2	1	2	1	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	3.814857e-07	1.387221e-07	20	26.6666666666667	13.3333333333333	20	20	 9.391382	 9.173315	10.259253	 9.361364	11.155387	12.814145	 8.253136	12.081501	 0.00694350	 1.58110000	 0.00041593	 0.00166420	 0.00166420	-0.00360110	-0.70625000	-0.70625000	-0.70625000	-0.70001000	-0.70118000	-0.70118000	 0.00875280	 0.00875280	-0.26793000	-0.01174900	-0.00885260	-0.00304750	-0.00304750	-0.00304750	 0.00041593	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.701	-0.701	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.334	 1.602	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.701	-0.701	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.334	 1.602	 0.000	 0.000	 0.000	 0.000	 9.116041	 9.689723	 5.164650	 3.490057	 8.387664	 8.211676	11.877571	10.660361	10.751061	13.840268	11.008780	 7.177629	11.245195	 8.476111	11.890602	 3.181929	 7.367040	 7.539950	 6.028017	10.302352	10.333126	 8.018430	11.820106	 8.203239	 7.422606	 3.877077	 8.180511	 7.061074	 9.571790	 6.834006	11.115198	 3.999062	 4.979435	11.430760	 4.344196	 8.232555	 3.490057	 8.507288	12.222805	 9.982520	10.861073	 3.743806	10.154293	 8.396942	 9.919538	13.427708	13.292505	10.109283	10.432565	10.642531	13.260397	 9.058738	11.324643	 9.485709	12.049649	12.702126	 8.519232	12.179511	13.286839	12.330221	 7.847603	 6.313173	 6.684429	11.9802075	 6.7203482	 5.0750148	 9.3895240	10.0784772	 9.8209678	11.9593796	10.7445344	 8.9794358	 6.4830983	 6.8230895	 7.0327852	 7.7896112	 4.9794355	11.8818727	 0.7896041	11.3691628	11.0648626	 8.6460366	10.0308317	10.1564797	10.8550273	12.5390616	11.0677702	 9.1182860	11.9903565
TCGA-WC-A880	63	0	NA	1258	choroid	stage iiia	t4a	n0	m0	male	2011	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	5	0	4	0	0	0	0	5	0	4	0	0	0	0	5	0	4	0	0	0	3.468052e-07	1.040415e-07	0	7.69230769230769	38.4615384615385	15.3846153846154	38.4615384615385	11.9174822	-0.9129446	 9.9238064	 9.9308881	10.3151844	13.1905007	 5.2964207	11.8259037	 0.92290000	 0.00069327	-0.00719580	-0.00235530	-0.00235530	 0.00166420	-0.00288020	-0.00288020	-0.00288020	-0.00288020	 0.00000000	 0.00000000	-0.00235530	-0.00235530	 0.00235810	 0.00083195	-0.97338000	 0.00013863	 0.00013863	 0.00013863	-0.00719580	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.428	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.428	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	 1.40887487	11.18104470	 6.52990994	 5.39074678	 8.68687971	12.49450034	 9.13817604	 9.60954851	 3.73082470	11.78110722	 5.68687866	 0.08691961	 0.08691961	 1.67192738	 1.40887487	 3.47928231	 9.37928868	 8.47601748	 6.71632425	11.25626572	11.16645178	 5.90714545	13.10194640	 9.17707938	 7.59871952	 0.67192738	 8.81282741	 4.37236710	 7.97875049	 4.25688989	10.15238309	 1.67192738	 1.08698752	10.05130793	 5.57882100	10.44506866	 3.47928231	 7.92931759	12.89381867	10.005830	10.459832	 3.479282	10.531982	 8.274319	 7.005830	12.977041	13.264387	10.181705	 9.385030	11.120734	12.754079	 8.131361	13.093381	 8.748745	12.629394	12.767436	 9.766447	10.073520	13.556482	10.926163	 6.153055	 9.895127	 6.334895	10.327758	 7.390748	 3.086971	 8.161109	10.172440	 9.563713	10.977611	10.389606	 8.679424	 3.894323	 6.743248	 7.903951	 5.578821	 4.671927	12.214639	NA	11.175093	10.493172	 7.633861	 8.716597	10.030947	10.689666	10.982921	11.073165	 8.808066	12.234490
TCGA-WC-A881	75	0	NA	1065	choroid	stage iib	t3a	n0	m0	male	2011	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	0	4	0	0	0	4	0	0	4	0	0	0	0	0	0	4	0	0	0	4	3.814857e-07	1.387221e-07	33.3333333333333	0	13.3333333333333	13.3333333333333	40	11.859342	NA	10.094997	 7.948476	10.105074	12.839527	 5.768568	12.391306	 0.9443100	 1.7692000	 0.0409340	-0.9419300	 0.0039263	 0.0071236	 0.0089330	 0.0089330	 0.0000000	 0.0000000	 0.0000000	-0.0089619	-0.9815800	-0.9815800	-0.0085359	-0.0074474	 0.0108830	-0.9500400	-0.9657200	-0.9657200	 0.0409340	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.950	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.942	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.944	-0.959	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.950	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.942	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.944	-0.959	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 5.4690068	11.3164261	NA	 5.9384928	 8.7657472	11.2728900	10.7444156	10.1436071	 7.2279990	12.9539077	10.6101320	 0.7685866	 4.7685655	 4.5759234	 3.5759174	 4.8560296	 8.1651723	 8.5301187	 7.1261201	10.2310698	11.5927308	 5.7685681	11.7853759	 8.8692298	 7.0353545	 3.0904978	 8.5499275	 4.8129602	 8.2483479	 5.6014588	 9.9901547	 3.9384928	NA	10.2950668	 3.7685655	 9.6814570	10.1979743	 9.2862371	11.4128745	10.714011	10.222867	 3.090498	 9.725670	 9.219779	 9.690409	11.925599	13.110503	10.184309	11.009359	10.684447	12.603631	 5.675457	11.883936	 7.072348	12.800958	12.175304	11.238209	12.362659	11.906519	12.233624	 8.925915	 8.090496	 6.440994	11.2057995	 7.4690076	 3.6754546	 9.2341341	 9.8480523	 8.0069723	12.0890861	10.5392315	 9.5100346	 3.4690133	 5.0149756	 8.8129618	 6.1436077	 4.9384928	12.2666688	-0.2314134	11.4733358	10.0446921	 5.8770915	 9.1039133	10.6373902	11.0859802	10.4223084	10.9663986	 8.6358462	12.5367519
TCGA-WC-A882	50	0	NA	1112	choroid	stage iib	t2b	n0	m0	female	2012	no	white	not hispanic or latino	1	2	2	3	1	1	2	4	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	4.161662e-07	6.936103e-08	33.3333333333333	6.66666666666667	13.3333333333333	6.66666666666667	40	11.5137078	 0.5207491	 8.6345116	10.0753583	 9.3473180	12.5828156	 9.4426104	10.0384388	 0.0277780	 0.6701100	 0.0112610	-0.6628100	-0.6628100	 0.1885200	-0.6655900	-0.6655900	-0.6655900	-0.6655900	-0.9201700	-0.8690800	 0.0277780	 0.0277780	-0.0138150	-0.0085766	-0.0085766	-0.0048461	-0.0048461	-0.0048461	 0.0112610	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.663	 0.000	 0.000	 0.000	-0.699	 0.000	 0.189	 0.189	-0.666	-0.920	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.662	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.663	 0.000	 0.000	 0.000	-0.699	 0.000	 0.189	 0.189	-0.666	-0.920	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.662	 0.000	 0.000	 0.000	 0.000	 5.8061719	11.5347899	 3.8426973	 4.7686978	 9.8628441	11.5284976	 9.8958088	 8.5486755	 6.6292940	13.4199375	11.0791901	 5.2756552	 7.6082326	 6.4980498	 8.0753583	 2.1057451	 7.3409485	 7.3787500	 5.8061719	10.1931948	11.7290038	 7.4396323	12.4544601	 8.4515066	 8.1646254	 2.5207742	 8.2486899	 5.4276598	 8.1501260	 6.6292940	10.1243957	 3.8426973	 0.5207491	11.3764166	 4.9801990	 9.4544601	 7.7204420	 9.8783215	13.1414475	11.4492878	10.2739862	 0.5207491	10.3957508	 8.2142565	 8.8381822	11.0550723	11.7081215	 8.7204416	10.0540992	11.2427231	12.5005519	 5.6082326	 9.9678526	 8.0443313	11.3224778	11.1646256	 9.9343974	12.4941080	11.7210550	 9.9322805	 8.2418688	 7.8870914	 3.8426973	10.596249	 5.806172	 5.378751	 9.634512	 9.751991	12.976867	10.715526	11.376417	11.261393	 4.690696	 5.843059	 9.785212	 5.427660	 6.012622	13.246562	NA	11.022607	 9.639710	 5.328126	 8.960683	11.642303	 9.932280	11.461817	10.713062	 6.608233	12.625368
TCGA-WC-A883	76	1	241	NA	choroid	stage iiia	t3c	n0	m0	female	2012	no	white	not hispanic or latino	6	1	2	3	2	1	1	1	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	3.468052e-07	1.387221e-07	20	20	13.3333333333333	13.3333333333333	33.3333333333333	 9.743392	 1.130536	10.540975	 7.527128	10.567755	12.469956	 7.692766	12.100090	 0.0041632	 3.0354000	 0.0238470	-0.8948800	-0.9041900	-0.0045695	-0.9092800	-0.9092800	-0.9092800	-0.9092800	-0.9060100	-0.9060100	 0.0041632	 0.0041632	-0.0170200	-0.9271100	-0.0038779	 0.0129340	 0.0129340	 0.0129340	 0.0238470	 0.000	 0.000	-0.909	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.047	 0.848	-0.090	 0.852	 0.844	 0.000	 0.000	 0.000	-0.906	-0.906	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.239	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.909	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.047	 0.848	-0.090	 0.852	 0.844	 0.000	 0.000	 0.000	-0.906	-0.906	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 1.239	 0.000	 0.000	 0.000	 0.000	 9.3265106	10.8920746	 2.7154761	 4.2179829	 7.1135172	 8.1473316	10.9760134	10.3496919	 8.9491056	14.0113026	10.4479360	 6.5981284	 8.9775807	 8.4748193	 8.5567881	 0.7154541	 7.2232806	 7.9086004	 7.4251437	 9.7842641	 9.1598106	 5.8029480	12.0056968	 9.4737090	 8.3593419	 4.4880779	 7.6540853	 5.2802697	 8.4434065	 6.1078029	10.6609297	 3.3004459	 1.1305356	11.0642140	 4.5228404	10.1375507	 3.6540803	 8.9378784	12.6798267	10.683673	 9.950702	 5.174918	 9.758057	 9.028369	 7.514228	12.515307	13.082354	10.038165	10.794526	11.171840	13.524249	 6.539914	11.414191	 8.399650	12.635839	13.744773	 8.344843	11.930007	12.470373	12.671499	10.366538	 5.573465	 5.924938	11.6696822	 7.2802706	 4.9885029	 9.5012108	 9.7571450	14.2457296	11.9182219	10.5104432	 9.6293726	 5.0612621	 8.3480208	 7.8618425	 7.1305232	 3.5228467	12.3066965	-0.8695962	11.1315796	10.6178610	 6.9822726	 9.6602468	11.0467761	11.0434127	10.7197063	10.9410950	 8.4770369	12.1299949
TCGA-WC-A884	35	0	NA	12	choroid	stage iiib	t4b	n0	m0	female	2013	no	white	not hispanic or latino	4	4	2	3	4	3	2	4	0	0	4	4	0	0	0	0	0	4	4	0	0	0	0	0	4	4	0	0	0	0	4.855272e-07	3.468052e-08	40	6.66666666666667	6.66666666666667	13.3333333333333	33.3333333333333	11.924734	 3.661214	 9.087475	 9.796752	10.058001	12.797532	 7.722610	11.244865	 0.87169000	-0.00069303	 2.78460000	-0.00774820	 0.14251000	 0.00013863	-0.00373950	-0.00373950	-0.00373950	-0.00373950	-0.00373950	-0.00373950	-0.00406020	-0.00406020	-0.00069303	-0.00041585	-0.25261000	-0.86097000	-0.82709000	 0.16370000	-0.89779000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.139	-0.684	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.143	 0.143	 0.000	 0.000	 1.131	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.872	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.139	-0.684	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.143	 0.143	 0.000	 0.000	 1.131	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.872	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 2.597078	11.585248	 6.385576	 5.676806	 8.572276	11.746365	 9.510513	 9.480834	 8.857037	13.202559	10.529965	 7.074286	10.094750	 8.251390	11.170727	 2.597078	 8.709401	 8.315067	 6.376052	11.073549	10.908725	 8.071338	12.672923	 9.545978	 8.354394	 3.385569	 8.337246	 6.547039	 8.954631	 7.182042	10.372465	 4.495203	 4.563915	10.114928	 5.423050	10.090389	 7.235680	 8.490795	12.881956	11.078328	10.977245	 5.044538	11.866206	 9.147476	10.567055	13.427955	12.964097	 9.385575	 9.754197	10.129878	13.745498	 7.676807	12.152540	 9.009553	11.221460	12.035115	10.879536	10.953031	13.566793	10.435132	 7.486376	 9.910787	 7.074286	11.240608	 6.722611	 4.629502	 9.667078	 9.426514	13.423267	11.750286	10.518109	 8.148875	 5.995629	 6.908939	 8.801206	 6.905832	 6.899199	11.964593	NA	10.238310	10.333635	 8.195639	 9.967838	10.057256	 9.731039	11.223452	 9.877428	 7.445987	12.325773
TCGA-WC-A885	60	0	NA	686	choroid	stage iia	t2a	n0	m0	male	2013	no	white	not hispanic or latino	4	4	3	2	4	3	3	2	0	0	0	0	4	0	0	4	0	0	0	4	0	0	0	0	0	0	4	0	0	4	6.589298e-07	3.121246e-07	35.7142857142857	10.7142857142857	10.7142857142857	17.8571428571429	25	12.391215	NA	 8.842491	 9.823919	 9.645045	12.934290	 7.370423	10.650805	 1.53010000	 1.02870000	 0.84968000	-0.00747200	-0.00747200	-0.01393600	-0.00055444	-0.00055444	-0.00055444	-0.00055444	-0.00055444	-0.00055444	-0.00013862	-0.00013862	 0.07527100	-0.00595220	-0.00871460	-0.00719580	-0.00719580	-0.00719580	-0.01085300	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	 3.09430364	12.13458839	 3.55372912	 6.11666626	 8.63345737	13.25353933	 9.52684056	 9.04558331	 4.55372912	13.35742113	 8.25920562	 0.09423607	 0.09423607	 4.41622498	 1.67924362	 3.67926614	 8.28905565	 8.13321775	 6.97694211	10.97464747	11.69606947	 3.55372912	12.83429019	 9.45624249	 7.00118973	NA	 8.17111423	 1.09430364	 7.33270346	 3.09430364	10.71084749	 1.09430364	NA	10.76495492	 4.79473816	10.03093662	 8.51636348	 8.94604771	13.00231594	12.003442	10.226156	 2.901649	10.869086	 8.574079	10.180435	12.725930	12.567243	 9.615899	 9.935077	11.332703	13.570792	 6.766724	12.404343	 8.303752	13.044125	12.364886	10.071579	11.904067	13.275451	10.927972	 7.723655	10.497311	 5.379701	10.737253	 7.342226	 2.679266	 8.629574	 9.834079	 9.906476	11.116667	11.056472	10.447446	 1.094304	 6.940792	 7.964663	 2.416218	 2.901649	12.847097	NA	11.078005	 9.298870	 6.738154	 9.893467	10.961577	10.524751	10.575089	10.421851	 7.323117	13.050130
TCGA-WC-A888	76	1	575	NA	choroid	stage iib	t3a	n0	m0	male	2013	no	white	not hispanic or latino	1	1	4	1	5	4	1	3	4	0	0	4	0	0	0	0	4	0	4	0	0	0	4	0	0	4	0	0	0	0	5.202077e-07	1.387221e-07	26.3157894736842	5.26315789473684	21.0526315789474	21.0526315789474	26.3157894736842	11.058344	 8.924546	 9.997302	 8.355326	10.275132	12.688783	 7.525996	11.840753	 0.0133530	 1.3097000	-0.0038779	-0.0202750	-0.0011087	 0.0038854	-0.7658700	-0.7658700	-0.7658700	-0.7658700	-0.7658700	-0.7658700	 0.0133530	 0.0133530	-0.4290900	 0.1147700	-0.0060904	-0.0161540	-0.0161540	-0.0161540	-0.0038779	 0.000	 0.000	 0.115	 0.115	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.766	-0.766	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.882	 1.311	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.115	 0.115	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.766	-0.766	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.882	 1.311	 0.000	 0.000	 0.000	 0.000	 8.558418	10.445549	 2.192099	 3.777062	 8.362021	10.002667	10.882094	 9.956967	 9.469770	13.564417	10.249185	 1.607153	 5.033397	 6.130694	 5.561329	 4.964685	 7.787042	 7.946448	 5.910915	10.704507	10.458882	 9.020761	11.597237	 8.759418	 7.821452	 2.192099	 8.059580	 7.951429	 8.958072	 8.828720	11.584413	 6.973455	 6.388493	12.526369	 4.250992	 9.286613	 1.607153	 8.540824	12.051630	10.543771	10.140463	 3.607129	 9.872748	 8.635039	10.626029	12.634521	13.061818	 9.419310	10.339301	10.757515	13.261210	 3.414487	11.853280	 8.070658	11.473639	11.831135	 8.852686	12.325238	12.236034	10.671202	 7.840753	 6.192096	 6.440024	11.3657727	 6.6839490	 5.7969585	 8.8621615	 9.4384403	10.5102618	12.0276197	10.6779249	 8.7720400	 7.7820586	 6.7196243	 6.9469834	 7.6405559	 3.7770620	12.2473780	 0.6071054	11.3616031	10.4233168	 7.0989858	10.2494105	10.4360629	10.9886760	12.3622293	10.9109139	 8.5289741	12.4128770
TCGA-WC-A88A	75	1	82	NA	choroid	stage iv	t4d	nx	m1b	male	2013	no	white	not hispanic or latino	2	1	1	1	5	4	1	1	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	6.589298e-07	6.936103e-08	23.8095238095238	14.2857142857143	4.76190476190476	23.8095238095238	33.3333333333333	11.393217	 2.122076	 9.715612	 9.280517	10.078775	13.238153	 5.600136	11.599557	 0.9123800	 1.7389000	-0.0065050	-0.0074720	-0.0049844	-0.0074035	-0.4796500	-0.4796500	-0.4796500	-0.4743800	-0.4743800	-0.4743800	-0.9642800	-0.9642800	-0.9643000	-0.0113350	-0.0113350	-0.8954900	-0.9938100	-1.0008000	-0.0065050	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.895	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.474	-0.474	 0.000	 0.000	 0.000	 0.000	 0.912	-0.964	 0.909	 0.909	 0.775	 1.739	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.895	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.474	-0.474	 0.000	 0.000	 0.000	 0.000	 0.912	-0.964	 0.909	 0.909	 0.775	 1.739	 0.000	 0.000	 0.000	 0.000	 6.5721211	10.0662766	-0.6852455	 4.0696162	 8.8264852	 8.2004288	11.0754525	10.0911656	 8.7493610	13.1070145	10.3041271	NA	 1.6366826	 3.4846537	-0.6852455	 3.0151764	 6.6634613	 7.4127646	 6.8693212	10.2579800	 9.7792783	 5.3371009	11.6324278	 9.0186361	 7.3203574	 3.4021901	 7.9183588	 4.4440177	 8.9693687	 4.7070499	11.0481717	 1.8996784	-0.6852455	 9.5732986	 2.8996977	 4.2216219	 2.6366594	 8.0494424	11.7394238	10.392883	10.394884	 3.484654	10.578589	 8.969369	10.609928	13.144753	12.571678	10.091988	10.220872	10.907190	12.424726	 4.122085	10.869321	 8.828460	12.217485	12.591584	 8.816570	11.603310	12.712407	11.881971	 8.212578	 5.172716	 6.514405	11.181625	 6.562661	 4.172712	 9.338487	10.302707	11.165310	11.931511	10.579762	 7.774164	 5.337101	 5.155701	 8.339872	 5.822526	 4.740998	12.277448	NA	11.183941	10.214089	 7.736798	 9.609755	 9.954978	10.683785	11.201572	10.940441	 8.425868	11.970040
TCGA-WC-AA9A	70	1	453	NA	choroid	stage iia	t2a	nx	NA	female	2011	no	white	not hispanic or latino	3	3	1	1	5	4	5	3	4	0	0	4	0	0	0	4	4	0	4	0	0	0	4	0	0	4	0	0	0	4	3.468052e-07	6.936103e-08	23.0769230769231	15.3846153846154	7.69230769230769	0	53.8461538461538	10.782682	NA	10.451501	 7.987954	10.924930	12.688189	 7.279156	12.069129	 0.0077783	 0.9906300	 0.0589370	-1.0429000	-1.0398000	-0.0147860	-1.0681000	-1.0681000	-1.0300000	-1.0375000	-1.0375000	-1.0375000	 0.0077783	 0.0077783	 0.9921900	-0.0089906	-0.0089906	-1.0531000	-1.0707000	-1.2929000	 0.0307320	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.995	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.021	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.038	-1.038	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.992	 0.992	 0.000	 0.000	-0.146	-0.146	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.995	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.021	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-1.038	-1.038	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.992	 0.992	 0.000	 0.000	-0.146	-0.146	 8.144483	10.131868	 1.908467	 4.400319	 7.722251	 8.461138	10.726652	10.874614	 8.821359	14.134543	10.410307	 2.230387	-1.091418	 5.753960	 1.493442	 5.367902	 8.003866	 8.336495	 7.078394	10.920745	 9.832540	 2.715827	11.889323	 9.026113	 8.564894	 2.078405	 7.925278	 2.608904	 8.420222	 2.230387	10.124609	-1.091418	NA	 9.918298	 6.006502	10.849150	 8.999905	 9.223619	12.319980	10.484481	10.627002	 5.963752	 9.746885	 8.864119	10.256644	12.387113	13.352449	10.744520	 9.706941	11.303468	12.969081	 5.351413	10.427614	 7.512096	12.296218	12.212107	 8.274791	11.384962	12.522029	12.232509	 8.455364	 4.608910	 6.683257	11.721449	 6.908469	 4.523179	 9.359681	 9.755527	 5.778834	12.193872	10.155210	 9.641485	 2.230387	 6.069451	 7.142089	 5.212250	 1.908467	12.013232	NA	11.366620	10.901408	 6.815360	 9.394138	10.591025	11.224185	11.402575	10.654564	 8.867022	12.918823
TCGA-WC-AA9E	60	0	NA	838	choroid	stage iia	t2a	nx	NA	male	2013	yes	white	not hispanic or latino	4	4	3	2	4	3	6	2	0	0	0	4	4	0	0	4	0	0	4	4	0	0	0	0	0	4	4	0	0	4	6.242493e-07	2.080831e-07	29.1666666666667	8.33333333333333	16.6666666666667	4.16666666666667	41.6666666666667	11.868621	 1.147502	10.483805	 9.115613	10.471702	12.944291	 4.580483	12.302593	 2.335800	 0.705130	-0.034904	-0.919870	-0.912440	-0.027808	 0.023946	 0.023946	 0.027919	 0.025949	 0.041034	 0.041034	-0.928520	-0.928520	 0.703550	-0.018902	-0.018902	-0.946270	-0.946270	-0.946270	-0.034904	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.146	 0.000	 0.000	 0.000	-0.909	 0.000	 0.000	 0.000	 0.000	-0.238	-0.238	-0.920	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.902	 0.000	 0.000	 2.349	 1.447	 0.000	 0.000	 0.704	 0.704	 0.000	 0.000	-0.105	-0.105	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.146	 0.000	 0.000	 0.000	-0.909	 0.000	 0.000	 0.000	 0.000	-0.238	-0.238	-0.920	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.902	 0.000	 0.000	 2.349	 1.447	 0.000	 0.000	 0.704	 0.704	 0.000	 0.000	-0.105	-0.105	 0.4105582	10.9911287	 0.8256228	 5.7913791	 8.5888061	11.0517047	10.9551986	11.0353515	 6.8645130	12.5567004	 7.8862898	-1.1742958	NA	 2.1475346	 2.2850174	 6.7021103	 8.6974990	 9.0478331	 7.2972685	10.2092979	11.0604110	 5.7324836	12.4624447	 9.2392214	 7.7651727	 2.9955207	 9.0419515	 3.9548756	 7.6393747	 4.4105582	 9.8761225	 3.5260312	 1.4105582	 9.3274307	 4.2850248	10.3816206	 9.0958888	 9.7688410	11.7500350	10.342278	11.278607	 5.620009	10.479782	 9.441223	 4.869990	12.559562	12.839178	11.712624	10.326435	10.884938	12.458475	 5.380182	11.324443	 9.288096	13.337223	12.964745	12.415830	11.753557	13.407794	12.236702	 8.293199	 7.020350	 7.791378	11.147803	 8.347194	 4.847962	 9.896385	10.519516	 6.260221	11.658681	10.675390	10.375859	 6.995518	 6.272842	 6.880877	 5.469450	 4.183145	12.504964	NA	11.415947	10.471252	 8.149774	 9.724596	 9.423646	11.338334	10.941613	10.989243	 9.167668	11.911398
TCGA-YZ-A980	75	0	NA	1862	choroid	stage iiia	t3b	nx	mx	male	2010	no	white	not hispanic or latino	1	2	2	3	2	1	2	1	6	0	0	4	0	0	0	0	6	0	4	0	0	0	6	0	0	4	0	0	0	0	2.080831e-07	2.427636e-07	21.4285714285714	14.2857142857143	14.2857142857143	28.5714285714286	21.4285714285714	10.304572	 2.624148	 9.823827	 9.379042	10.137224	12.120675	 8.627157	11.731982	 0.0059700	 0.4794200	-0.0067813	-0.0098185	-0.0098185	 0.0000000	-0.4606700	-0.4606700	-0.4596100	-0.4596100	-0.4596100	-0.4596100	 0.0059700	 0.0059700	-0.4767000	-0.0066432	-0.0066432	-0.0063895	-0.0063895	-0.0200010	-0.0067813	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.460	-0.460	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.003	 0.479	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.460	-0.460	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.003	 0.479	 0.000	 0.000	 0.000	 0.000	 6.7506869	11.2188521	 5.9169352	 3.4177040	 8.6120815	 8.3861488	10.6200156	 9.7994128	12.3120548	14.6076705	12.3334679	 9.2339487	12.0394735	10.0055530	11.7950808	 3.1095779	 7.2131188	 7.8278774	 5.5374421	 9.6487399	10.4246229	 6.5564677	11.6363132	 8.7340721	 8.9144805	 7.5690125	 8.8893911	 5.2250589	 9.0944741	 3.5752397	10.8666933	 0.7172981	 1.3022313	10.2771187	 4.5752458	 8.4383627	 4.6945459	 8.6196390	11.4570443	 9.836853	10.456200	 3.240818	10.091760	 8.652429	 9.538240	13.164670	13.137487	 9.689526	 9.850406	10.852652	13.709051	10.550549	10.574467	 9.590708	11.740325	12.433654	 8.590708	10.687010	12.559123	11.775589	 7.828399	 6.887189	 6.389689	11.764388	 7.021044	 7.540631	 9.592245	 9.781333	10.846547	11.965784	10.846869	 7.232964	 4.984052	 5.580459	 7.180788	 7.079207	 6.396743	12.141692	NA	11.941868	10.626407	 8.550154	 9.849191	10.550944	10.710910	12.257997	11.027308	 9.143528	11.986975
TCGA-YZ-A982	79	0	NA	495	choroid	stage iiib	t4b	nx	mx	female	2013	no	white	not hispanic or latino	3	4	2	3	2	3	6	4	0	4	0	0	0	0	0	0	0	0	0	0	0	0	0	4	0	0	0	0	0	0	8.670129e-07	3.468052e-08	34.6153846153846	11.5384615384615	15.3846153846154	7.69230769230769	30.7692307692308	12.433087	 8.878960	 8.792344	 9.138827	10.139959	12.926965	 8.919074	11.316532	 1.25190000	 0.63153000	 0.63335000	-0.65389000	-0.65389000	 1.18630000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00000000	 0.00027728	 0.00027728	 0.62533000	 0.60268000	 0.60202000	-0.00650500	-0.00650500	-0.00650500	 0.63335000	 0.000	 0.000	 0.603	 0.603	 0.000	 0.000	 0.630	 0.000	 0.000	 0.000	 0.000	 0.633	 0.633	 0.000	 0.000	-0.609	-0.609	-0.650	 0.000	 0.596	 0.596	 0.624	 0.657	 0.713	 0.713	 0.000	 0.000	 0.000	 0.000	-0.672	-0.672	 1.252	 0.000	 0.000	 0.000	 0.625	 0.625	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.603	 0.603	 0.000	 0.000	 0.630	 0.000	 0.000	 0.000	 0.000	 0.633	 0.633	 0.000	 0.000	-0.609	-0.609	-0.650	 0.000	 0.596	 0.596	 0.624	 0.657	 0.713	 0.713	 0.000	 0.000	 0.000	 0.000	-0.672	-0.672	 1.252	 0.000	 0.000	 0.000	 0.625	 0.625	 0.000	 0.000	 0.000	 0.000	-0.1762506	12.3599245	 0.8236678	 6.1456061	 8.7484897	12.2869461	11.1746164	10.3531078	 7.1987171	13.9240110	11.1314472	 4.9529625	 7.8066708	 8.2415299	 9.3393770	 3.2831069	 6.0904639	 7.4747289	 6.5101771	10.1690824	10.6358545	 6.9426177	13.4041714	 8.5718702	 7.8066708	 2.1456122	 9.0881199	 4.2831069	 8.6971212	 6.5918619	 9.5223818	 3.9936019	 2.1456122	10.4484726	 6.0716039	 9.2288187	 8.1090795	 9.1834267	11.5110529	11.091049	10.949736	 2.631034	10.743285	 9.235188	 6.071604	12.664455	12.383293	 9.626194	10.135426	10.989212	13.617281	 6.127458	12.340362	 8.601754	12.786935	13.243242	11.865679	12.166308	12.873696	10.990468	 8.262469	 6.834905	 5.438386	12.096890	 6.631032	 4.347240	 9.912465	10.650226	 7.172406	11.647840	12.185895	 7.968336	 3.145612	 7.088495	 8.697121	 4.777872	 7.224556	13.446987	NA	11.531899	10.878282	 7.718495	10.240675	11.272310	10.893127	11.546485	11.611172	 7.889766	13.111678
TCGA-YZ-A983	51	0	NA	798	choroid	stage iib	t3a	nx	mx	female	2013	no	white	not hispanic or latino	4	4	3	2	4	3	NA	NA	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	0	0	0	4	0	0	0	6.242493e-07	1.734026e-07	26.0869565217391	8.69565217391304	13.0434782608696	13.0434782608696	39.1304347826087	11.6397417	 0.3004166	10.1769654	 9.5835368	10.7705988	12.7662698	 5.8082435	12.2593635	 0.96953000	 0.00018632	-0.00990900	-0.00452200	-0.00452200	 0.00254460	-0.00092251	-0.00092251	-0.00092251	 0.00313360	 0.00000000	 0.00000000	-0.00037208	-0.00037208	 0.00018632	-0.00064536	-0.00064536	 0.00101830	-0.00783880	-0.00783880	-0.00990900	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.961	0.961	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.961	0.961	0.000	0.000	0.000	0.000	0.000	0.000	0.000	0.000	-0.6994662	11.1819448	 7.1891920	 6.1584299	 9.2848669	11.8195931	 9.2877124	 9.8337781	 6.0008879	13.0656309	 5.4297298	-0.6994662	-0.6994662	 2.8854182	NA	 4.5483750	 9.1891915	 8.2458921	 7.1333385	11.2755798	10.8502330	 5.7761830	12.9621151	 8.9939353	 7.1708134	 2.4703807	 8.2633443	 4.7267114	 7.9479069	 4.3448427	10.5759909	 1.3004752	-0.6994662	 9.9878241	 5.2311866	11.0469627	 7.8626907	 8.6291234	13.2854008	 9.882590	10.316560	 5.387910	10.184619	 8.213338	 8.081808	12.468807	13.465277	10.523243	 9.634722	10.954189	12.555477	 8.387911	12.611203	 9.046963	13.810842	12.193181	 9.729855	10.534667	13.107300	11.071521	 7.534068	10.100539	 6.666771	11.496743	 7.429731	 3.300446	 9.716190	10.034311	 8.937073	11.948132	10.313073	10.520827	 3.944306	 7.555760	 8.018125	 6.055337	 4.585852	11.937753	NA	11.624910	10.641967	 8.291970	 9.413018	10.130171	10.956426	11.184237	11.069046	 9.133338	11.976405
TCGA-YZ-A984	50	1	1396	NA	choroid	stage iib	t3a	nx	mx	female	2011	no	white	not hispanic or latino	3	3	2	3	1	1	2	4	6	0	0	0	0	0	0	0	6	0	0	0	0	0	6	0	0	0	0	0	0	0	3.468052e-07	1.040415e-07	23.0769230769231	15.3846153846154	23.0769230769231	7.69230769230769	30.7692307692308	 8.8635210	-0.1079588	 8.6733370	 9.3307692	 9.4037300	11.9394422	 8.6232966	10.9178091	-0.0110050	 0.6343400	 0.5878200	-0.0176120	-0.0100400	 0.5595400	-0.6641700	-0.6641700	-0.6641700	-0.6641700	-0.6641700	-0.6641700	-0.0092119	-0.0092119	 0.6343400	 0.6244900	-0.6903300	-0.0265230	-0.0265230	-0.0265230	 0.5878200	 0.000	 0.000	 0.624	-0.054	 0.627	 0.627	 0.000	 0.000	 0.000	 0.000	 0.000	 0.588	 0.588	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.592	 0.592	 0.610	 0.587	 0.589	 0.589	-0.664	-0.664	 0.000	 0.000	 0.648	 0.648	 0.000	 0.000	 0.640	 0.640	 0.634	 0.634	 0.629	 0.000	 0.133	 0.133	 0.000	 0.000	 0.624	-0.054	 0.627	 0.627	 0.000	 0.000	 0.000	 0.000	 0.000	 0.588	 0.588	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.592	 0.592	 0.610	 0.587	 0.589	 0.589	-0.664	-0.664	 0.000	 0.000	 0.648	 0.648	 0.000	 0.000	 0.640	 0.640	 0.634	 0.634	 0.629	 0.000	 0.133	 0.133	NA	11.1255971	 3.6993295	 3.0618971	 8.9607558	10.6460298	10.9814279	 9.9647800	 7.1207957	13.1225984	11.6075105	 5.7499579	 8.6928773	 7.3514093	 7.2670170	 2.4769519	 6.5213335	 7.1975833	 6.2842957	10.1183896	10.6642920	 5.5066876	12.4872349	 7.8227149	 7.7374677	NA	 8.4580313	 3.2139071	 8.3514093	 4.5924152	10.2506286	 1.8919635	-0.1079588	10.5403350	 5.2139071	 5.6733359	 3.8919732	 8.1819965	10.9900096	11.170427	10.360602	 2.213907	10.805615	 9.036636	11.087965	12.408662	12.656020	 8.318242	 9.484434	11.319290	13.405828	 6.101432	12.217564	 8.588945	12.100517	11.555091	 9.867825	11.602353	12.737467	10.509445	 6.990010	 4.646865	 4.936369	10.730394	 6.051041	 5.592418	 8.595881	10.310884	10.111146	11.084887	11.370747	 7.908786	 6.834493	 5.783153	 8.917117	 5.619897	 2.476952	12.622235	NA	11.594150	10.505767	 6.476941	 8.775965	11.629647	10.489099	12.246778	11.376297	 7.731181	12.978114
TCGA-YZ-A985	41	0	NA	1184	choroid	stage iiia	t4a	nx	mx	female	2012	no	white	not hispanic or latino	1	3	1	3	1	1	4	4	2	0	0	4	4	0	4	4	2	0	4	4	0	4	2	0	0	4	4	0	4	4	1.362944e-05	5.756966e-06	96.2897526501767	0.706713780918728	1.41342756183746	0.88339222614841	0.706713780918728	 7.574158	 1.181866	 9.277238	 9.528354	10.304669	12.923518	 8.534988	10.975444	 0.0270760	 0.0068044	-0.0383060	 0.0000000	 0.0000000	 0.0125160	-1.0149000	-1.0149000	-1.0022000	-0.9917200	-0.9917200	-1.0033000	 0.0270760	 0.0270760	 0.0068044	-0.0052610	-0.0052610	-0.0346310	-0.0346310	-0.0346310	-0.0383060	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.992	-0.992	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	-0.992	-0.992	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 0.000	 5.136035	 9.724872	 1.766807	 3.882281	 7.982740	10.337924	11.161980	10.473011	 8.467243	13.657954	10.219388	NA	NA	 7.371665	 2.766807	 3.989194	 7.665656	 7.457965	 6.736429	10.188868	11.114055	 5.311125	12.044865	 7.599693	 7.429768	 2.181834	 8.153384	 2.503781	 8.591232	 3.503769	 9.896086	 1.766807	 1.181866	10.452136	 7.170525	 5.574159	 2.181834	 8.608105	12.030072	10.935057	10.263990	 2.503781	10.695568	 8.637168	10.892647	12.621152	12.487902	 9.195861	 9.298185	10.871839	12.569050	 5.429767	12.483337	 8.425015	12.101821	12.766099	 9.840052	11.484480	12.814382	10.397374	 7.381513	 6.181840	 4.825699	11.579515	 6.766803	 6.705403	 8.875328	10.583787	10.795630	11.792865	11.213886	 8.959918	 4.574156	 6.823097	 7.909761	 5.136035	 4.088735	13.018088	NA	11.226235	 9.703441	 7.147625	 9.300730	11.171235	10.557966	11.925413	10.822989	 7.088731	13.428730
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	9.19582528301437e-07	9.30659435434575e-07	9.59517481951069e-07	9.84774300547196e-07	1.02726121389142e-06	1.0368977796801e-06	1.05376631634801e-06	1.07047142365166e-06	1.12032715032253e-06	1.14090792841273e-06	2.82895487052306e-08	8.9292700151843e-08	1.03265374074519e-07	2.56562147581526e-07	2.83593169295007e-07	1.84762309253395e-06	4.20690304523694e-06	9.69233857176082e-06	9.36641286174511e-06	9.31494584539922e-06	9.3421474956472e-06	9.34204365622759e-06	9.36853855010809e-06	9.41140782843334e-06	9.42506705306384e-06	9.42400310588648e-06	9.44778658929879e-06	9.47735640776931e-06	9.50503364568036e-06	9.46356155412945e-07	9.9594382716198e-07	1.00832307365463e-06	1.02731808602407e-06	1.05607618812174e-06	1.21752731064577e-06	1.22948563770048e-06	1.62137091037787e-06	1.98582242662825e-06	2.08658451235701e-06	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA
all_q	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	2.3e-10	6.15e-06	4.49e-12	4.49e-12	4.49e-12	0.05879115	0.05879115	4.49e-12	6.686685e-11	2.30488e-10	6.686685e-11	8.848037e-11	0.05879115	0.05879115	2.576576e-05	0.005856445	6.084333e-13	6.084333e-13	6.084333e-13	0.05879115	0.05879115	1.823841e-11	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	2.0409e-06	8.8879e-13	0.054583	0.00034394	0.061261	0.024639	0.086468	0.013477	0.0051421	0.09134	0.0049422	0.023516	0.0054289	0.0049422	0.046377	4.661e-23	0.023516	0.016325	0.058855	0.12091	0.22482	0.985	0.985	0.00876	0.0241	0.983	0.983	0.354	0.983	0.983	0.899	0.983	0.0573	0.0573	0.983	0.983	0.983	0.983	0.983	0.147	0.0497	0.0256	5.78e-07	0.658	0.0127	0.143	0.983	0.983	0.127	0.983	0.983	0.983	0	1.73e-05	0.0241	0.122	0	0	0.438	0.899	0.00129	0.0117	0.984	0.984	0.984	0.984	0.984	0.984	0.984	0.984	0.984	0.984	6.35e-09	0.984	0.984	0.984	0.984	0.984	0.984	2.99e-11	0.984	0.984	0.984	0.984	0.984	0.984	0.984	0	0	0.984	0.984	0.984	0.984	0.984	0	0.984	0.984	0	0.0733	0.0553	0.309	1.52e-05	6.95e-06	0.000101876607242538	0.000102438584696447	0.000104937998458764	0.000107014231475387	0.000110924706140516	0.00011126108817058	0.000112364419520084	0.000112736499746426	0.00011584182734335	0.000116761494333283	0.000482223647229361	0.000586753855491417	0.000586753855491417	0.000805688193967115	0.000805688193967115	0.00192844411609605	0.00252464273806173	0.00337174700600479	0.00337174700600479	0.000100283056221671	0.000100448754046118	0.000100448754046118	0.000100668882335653	0.000101065686339426	0.000101084735543894	0.000101084735543894	0.000101264555692484	0.000101517526760803	0.000101749919643186	0.000101254156703679	0.000105893727422998	0.000106544050490761	0.000107881081971861	0.000109548586050775	0.000119520055248918	0.000119520055248918	0.000144412366111771	0.000164794200594145	0.000170658537135661	0.054583	0.054583	0.054583	0.054583	0.054583	0.054583	0.054583	0.054583	2.0409e-06	8.8879e-13	0.054583	0.054583	0.054583	2.0409e-06	0.054583	8.8879e-13	8.8879e-13	2.0409e-06	8.8879e-13	0.054583	8.8879e-13	8.8879e-13	0.054583	0.054583	0.023516	0.22482	0.12091	0.023516	0.22482	0.22482	0.023516	0.22482	0.22482	0.061261	0.12091	0.09134	0.023516	0.023516	0.22482	0.00034394	0.22482	0.22482	0.023516	0.023516	0.22482	0.22482	0.22482	0.22482	0.22482	0.22482
