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_mRNA_cNMF	CLUS_mRNA_cHierarchical	CLUS_lincRNA_cNMF	CLUS_lincRNA_cHierarchical	CLUS_miR_Mature_cNMF	CLUS_miR_Mature_cHierarchical	CLUS_CN_cNMF	CLUS_CN_thresholded_cNMF	CLUS_methylation_cNMF	CLUS_methylation_cHierarchical	SMG_mutsig.2CV_BAP1	SMG_mutsig.2CV_CYSLTR2	SMG_mutsig.2CV_EIF1AX	SMG_mutsig.2CV_EIF1B	SMG_mutsig.2CV_GNA11	SMG_mutsig.2CV_GNAQ	SMG_mutsig.2CV_SF3B1	SMG_mutsig.2CV_SRSF2	SMG_mutsig2.0_BAP1	SMG_mutsig2.0_CYSLTR2	SMG_mutsig2.0_EIF1AX	SMG_mutsig2.0_EIF1B	SMG_mutsig2.0_GNA11	SMG_mutsig2.0_GNAQ	SMG_mutsig2.0_SF3B1	SMG_mutsig2.0_SRSF2	rate_non	rate_sil	MutsigCateg_Ap*CpG->T	MutsigCateg_(C/G/T)p*CpG->T	MutsigCateg_*Cp(A/C/T)->T	MutsigCateg_A->G	MutsigCateg_transver	SMG_GNA11_mRNA	SMG_EIF1B_mRNA	SMG_CYSLTR2_mRNA	SMG_SF3B1_mRNA	SMG_GNAQ_mRNA	SMG_EIF1AX_mRNA	SMG_BAP1_mRNA	SMG_SRSF2_mRNA	Amp_6p24.3 	Amp_8q11.22	Amp_8q24.22	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_5q23.1 	Del_6q25.3 	Del_8p11.22	Del_11q24.3	Del_16q22.1	Del_16q23.3	Del_17q12  	Del_18q22.2	CN_10p_Amp	CN_10q_Amp	CN_11p_Amp	CN_11q_Amp	CN_12p_Amp	CN_12q_Amp	CN_13q_Amp	CN_14q_Amp	CN_15q_Amp	CN_16p_Amp	CN_16q_Amp	CN_17p_Amp	CN_17q_Amp	CN_18p_Amp	CN_18q_Amp	CN_19p_Amp	CN_19q_Amp	CN_1p_Amp	CN_1q_Amp	CN_20p_Amp	CN_20q_Amp	CN_21q_Amp	CN_22q_Amp	CN_2p_Amp	CN_2q_Amp	CN_3p_Amp	CN_3q_Amp	CN_4p_Amp	CN_4q_Amp	CN_5p_Amp	CN_5q_Amp	CN_6p_Amp	CN_6q_Amp	CN_7p_Amp	CN_7q_Amp	CN_8p_Amp	CN_8q_Amp	CN_9p_Amp	CN_9q_Amp	CN_Xp_Amp	CN_Xq_Amp	CN_10p_Del	CN_10q_Del	CN_11p_Del	CN_11q_Del	CN_12p_Del	CN_12q_Del	CN_13q_Del	CN_14q_Del	CN_15q_Del	CN_16p_Del	CN_16q_Del	CN_17p_Del	CN_17q_Del	CN_18p_Del	CN_18q_Del	CN_19p_Del	CN_19q_Del	CN_1p_Del	CN_1q_Del	CN_20p_Del	CN_20q_Del	CN_21q_Del	CN_22q_Del	CN_2p_Del	CN_2q_Del	CN_3p_Del	CN_3q_Del	CN_4p_Del	CN_4q_Del	CN_5p_Del	CN_5q_Del	CN_6p_Del	CN_6q_Del	CN_7p_Del	CN_7q_Del	CN_8p_Del	CN_8q_Del	CN_9p_Del	CN_9q_Del	CN_Xp_Del	CN_Xq_Del	Amp_CHCHD7_8q11.22_mRNA	Amp_DEK_6p24.3_mRNA	Amp_EXT1_8q24.22_mRNA	Amp_IRF4_6p24.3_mRNA	Amp_MYC_8q24.22_mRNA	Amp_NDRG1_8q24.22_mRNA	Amp_NEDD9_6p24.3_mRNA	Amp_PARP10_8q24.22_mRNA	Amp_PLAG1_8q11.22_mRNA	Amp_RAD21_8q24.22_mRNA	Amp_RECQL4_8q24.22_mRNA	Amp_SOX17_8q11.22_mRNA	Amp_TCEA1_8q11.22_mRNA	Del_ARHGEF12_11q24.3_mRNA	Del_ARID1A_1p36.12_mRNA	Del_ATM_11q24.3_mRNA	Del_BIRC3_11q24.3_mRNA	Del_BRCA1_17q12_mRNA	Del_CBFA2T3_16q22.1_mRNA	Del_CBFB_16q22.1_mRNA	Del_CBL_11q24.3_mRNA	Del_CCND1_11q24.3_mRNA	Del_CD74_5q23.1_mRNA	Del_CDH1_16q22.1_mRNA	Del_CDH11_16q22.1_mRNA	Del_CDK12_17q12_mRNA	Del_COL1A1_17q12_mRNA	Del_CREB3L1_11q24.3_mRNA	Del_CYLD_16q22.1_mRNA	Del_DDB2_11q24.3_mRNA	Del_DDX10_11q24.3_mRNA	Del_DDX6_11q24.3_mRNA	Del_EHF_11q24.3_mRNA	Del_ERBB2_17q12_mRNA	Del_ETV4_17q12_mRNA	Del_EXT2_11q24.3_mRNA	Del_FAM46C_1p12_mRNA	Del_FANCA_16q22.1_mRNA	Del_FANCF_11q24.3_mRNA	Del_FHIT_3p14.2_mRNA	Del_FLI1_11q24.3_mRNA	Del_HERPUD1_16q22.1_mRNA	Del_HLF_17q12_mRNA	Del_INTS4_11q24.3_mRNA	Del_ITK_5q23.1_mRNA	Del_KCNJ5_11q24.3_mRNA	Del_KDM2A_11q24.3_mRNA	Del_LASP1_17q12_mRNA	Del_LMO2_11q24.3_mRNA	Del_MAF_16q22.1_mRNA	Del_MAML2_11q24.3_mRNA	Del_MDS2_1p36.12_mRNA	Del_MEN1_11q24.3_mRNA	Del_MLLT6_17q12_mRNA	Del_NF1_17q12_mRNA	Del_NUMA1_11q24.3_mRNA	Del_PAFAH1B2_11q24.3_mRNA	Del_PAX7_1p36.12_mRNA	Del_PCSK7_11q24.3_mRNA	Del_PDGFRB_5q23.1_mRNA	Del_PICALM_11q24.3_mRNA	Del_POU2AF1_11q24.3_mRNA	Del_RARA_17q12_mRNA	Del_SDHD_11q24.3_mRNA	Del_SMARCE1_17q12_mRNA	Del_STAT3_17q12_mRNA	Del_STAT5B_17q12_mRNA	Del_SUZ12_17q12_mRNA	Del_TAF15_17q12_mRNA	Del_WT1_11q24.3_mRNA	Del_WWOX_16q22.1_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	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	18.181818	9.090909	9.090909	0	63.636364	18.67188	17.82409	16.29999	19.43977	18.62304	18.46577	18.73522	20.30815	0.004441	2.9273	2.845	-0.44975	-0.4627	-0.003186	-0.90639	-1.2929	-0.88829	-0.89105	-0.89105	-0.89278	0	0.009728	0.13969	-0.011473	-0.31482	-0.30839	0.058367	0.007361	0	0	0	0	0	0	0	0	0	-0.188	-0.315	0	0	0	0	0	0	-0.45	0.168	0	0	0	0	0	0	-0.891	-0.891	0	0	0	0	0	0	0	0	0.14	0.14	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.188	-0.315	0	0	0	0	0	0	-0.45	0.168	0	0	0	0	0	0	-0.891	-0.891	0	0	0	0	0	0	0	0	0.14	0.14	0	0	0	0	17.94173	18.62056	18.06779	18.85703	20.70172	20.24562	14.0709	19.83433	14.22305	20.70871	17.2509	12.6264	19.58496	17.487532	17.517568	16.632178	12.351872	14.113898	12.356842	18.347503	16.424881	22.272481	21.751033	21.771637	13.907438	17.027493	17.594523	16.120553	15.469598	17.172411	16.444645	18.915191	7.020791	17.112615	17.200743	18.18145	13.105617	13.618561	16.625853	16.13242	14.826911	18.306869	13.172261	16.834138	10.633652	12.712686	17.891379	18.910545	14.746065	17.786967	17.00353	NA	18.518288	17.649037	16.644859	19.224893	18.448863	NA	15.034281	17.13776	18.951811	6.263056	17.780374	19.264336	17.007664	19.251288	18.341969	16.658396	19.661407	NA	16.929786
TCGA-V3-A9ZX	56	0	NA	470	choroid	stage iib	t2b	nx	mx	male	2013	no	white	not hispanic or latino	2	1	1	1	2	2	2	2	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	25	12.5	62.5	18.62675	18.07377	19.66381	19.15596	18.11874	18.18581	17.48578	19.72051	0.62897	2.8802	2.7611	-0.011749	-0.004416	0.020343	-0.78522	-0.78522	-0.78522	-0.78522	-0.78522	-0.78522	0.058081	-0.67481	-0.81499	-0.012438	-0.69776	-0.73029	-0.011076	0.013632	0	0	0	0	0	0	0	0	0	-0.698	-0.698	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.785	-0.785	0	0	0	0	-0.046	-0.675	0	0	-0.437	2.761	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.698	-0.698	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.785	-0.785	0	0	0	0	-0.046	-0.675	0	0	-0.437	2.761	0	0	0	0	17.97929	18.82234	18.33279	19.6138	21.28983	20.26124	14.94219	20.42405	14.96582	20.83764	17.70546	11.64156	19.69596	17.254134	18.441555	16.392978	14.487728	15.34372	12.349977	16.933771	15.962387	20.813818	23.979475	20.169675	13.9431	17.147498	17.920604	16.648262	15.355538	18.161736	16.543357	18.983955	8.736392	17.549365	17.80095	18.552815	13.703037	13.376045	16.914951	15.944281	14.403393	17.876915	14.289352	17.0847	12.671181	12.506289	18.021366	19.336368	15.613669	17.401543	15.137683	NA	18.940961	17.58381	16.261482	19.191715	18.387549	6.626009	14.841343	16.965702	18.717019	11.251675	17.449458	19.255285	16.636603	19.481093	18.401048	16.671533	19.703702	NA	15.599308
TCGA-V3-A9ZY	54	0	NA	459	choroid	stage iib	t3a	nx	mx	male	2013	no	white	not hispanic or latino	3	2	2	2	3	3	3	3	2	2	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	0	0	7.142857	21.428571	14.285714	14.285714	42.857143	19.934201	19.765313	9.082643	17.990432	17.694195	16.893155	20.387541	19.312306	1.0015	-0.015604	0.002636	-0.003463	-0.003463	0.020623	-0.011198	-0.011198	-0.011198	-0.012781	-0.012781	-0.012781	-0.011895	0.99385	0.000832	0.000277	0.017264	0.017264	0.010285	0.001942	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.945	0.945	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.945	0.945	0	0	0	0	0	0	0	0	16.53567	17.66112	16.90598	18.77495	21.29117	18.73485	17.01181	19.01238	14.13348	17.61466	16.07406	14.01733	17.43425	16.814936	18.161394	13.818108	9.597754	13.370271	12.202907	16.632235	16.614647	22.180303	22.902678	20.670322	11.466428	16.420542	15.546427	15.804674	14.999304	18.619216	15.204256	18.362634	NA	17.937713	18.470015	19.184522	10.98429	13.716626	16.636597	18.250462	13.633918	18.287638	13.981597	17.309178	9.140061	13.897166	18.115361	20.218148	14.841278	18.066915	15.307812	NA	18.968249	17.922446	15.508238	19.930766	18.009641	NA	14.580965	16.514087	18.420561	NA	19.072238	18.644514	16.253616	19.120177	18.45368	15.278395	20.329433	NA	17.453068
TCGA-V4-A9E5	51	0	NA	2499	choroid	stage iiib	t4b	n0	m0	female	2008	no	white	not hispanic or latino	4	3	3	2	4	4	3	4	3	2	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	0	33.333333	0	13.333333	53.333333	19.681484	20.137291	9.321234	17.380439	18.171032	17.902622	20.813237	19.002201	1.8496	0.92856	0.95591	0.073402	0.003052	0.031436	-0.041702	-0.041702	-0.041702	-0.042381	-0.071472	-0.030813	-0.083333	0.95919	0.97028	1.0049	-1.0276	-1.0732	0.065465	-0.015329	0	0	0.933	0.933	0	0	0	0	0	-0.167	-1.293	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.89	0.89	0	0	1.78	0.928	0	0	0.929	0.929	0	0	0.148	0.148	0	0	0.933	0.933	0	0	0	0	0	-0.167	-1.293	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.89	0.89	0	0	1.78	0.928	0	0	0.929	0.929	0	0	0.148	0.148	17.2941	17.87785	17.89626	18.21805	21.01144	21.02102	18.96727	19.64901	15.09906	18.86727	17.46705	11.74134	18.55564	16.655317	18.103918	13.957784	7.251382	12.978096	11.168479	15.662833	16.355093	20.878747	22.516203	14.512104	11.589542	16.532465	16.179038	16.942863	13.605956	20.521557	15.572756	18.064118	9.028825	18.979095	19.005289	19.766932	13.592114	13.163804	17.114956	18.689214	11.938396	17.85375	12.898259	18.378465	7.056723	14.808182	18.753222	20.306019	14.22572	15.57365	17.166555	9.062772	20.46068	17.750931	15.216564	21.240044	18.383628	7.503405	15.67125	16.047512	18.31098	8.856052	18.514843	19.118864	16.070104	18.16373	18.5685	15.109108	21.096419	NA	17.101896
TCGA-V4-A9E7	76	1	415	NA	choroid	stage iiia	t4a	n0	m0	male	2011	no	white	NA	4	4	3	3	2	1	2	2	1	1	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	20	26.666667	6.666667	46.666667	19.2377	17.98098	NA	18.85623	18.34428	17.57072	18.41468	19.60744	0.049871	2.8194	2.6649	-1.0543	0.009495	-0.053567	-1.0346	-1.0346	-0.98207	-1.0009	-0.97051	-1.0287	0.078486	-0.92403	-1.0342	-0.007978	-0.91414	-0.96672	-0.022287	0.052999	0	0	0	0	0	0	0	0	0	0	-0.879	0	0	0	0	0	0	-0.952	-0.952	0	0	0	0	0	0	-0.982	-0.982	1.043	0.081	0	0	0	-0.879	0	0	1.732	2.766	0	0	-0.214	-0.214	0	0	0	0	0	0	0	0	0	0	-0.879	0	0	0	0	0	0	-0.952	-0.952	0	0	0	0	0	0	-0.982	-0.982	1.043	0.081	0	0	0	-0.879	0	0	1.732	2.766	0	0	-0.214	-0.214	18.14732	18.27254	18.17832	20.0489	21.5988	19.88264	15.72893	20.06032	13.76652	20.17192	18.10454	12.04892	19.32775	17.283736	17.430109	16.475525	10.473223	14.942212	10.998003	16.501969	16.338983	21.403049	21.20301	21.500659	10.588991	16.814081	13.909998	15.51713	14.10971	17.918223	16.266879	19.024219	NA	17.761856	17.892836	18.563672	10.85976	13.578291	16.999989	16.915874	13.160238	17.459358	9.660669	17.032915	NA	11.823262	17.827561	19.785287	13.984161	16.851968	16.418996	8.477259	19.198335	17.761962	16.350507	19.647502	18.070641	6.917892	14.458995	15.910825	18.704847	NA	18.914802	19.027182	17.030529	18.829065	18.732295	15.917952	20.152855	7.536026	16.666942
TCGA-V4-A9E8	49	1	808	NA	choroid	stage iiia	t4a	n0	m0	male	2011	no	white	not hispanic or latino	4	4	3	3	2	5	1	5	4	3	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	8.333333	8.333333	25	8.333333	50	19.27783	18.091	19.343	18.03311	17.09662	16.50159	16.89669	19.90381	0.76044	0.75528	0.73322	-0.14939	-0.063032	0.20022	-0.53744	-0.53744	-0.47342	-0.44232	-0.41462	-0.77905	0.027076	-0.90616	0.69409	0.28248	-0.12174	-0.10579	0.60593	-0.020961	0	0	0.336	0.336	0	0	0.787	0.744	-0.105	0	0	0.601	0.601	0	0	-0.137	-0.137	0	0	0.88	0.88	1.056	0.556	0.321	0.321	-0.422	-0.422	0	0	0	0	0.76	-0.097	0	0	0.694	0.694	0	0	0	0	0	0	0.336	0.336	0	0	0.787	0.744	-0.105	0	0	0.601	0.601	0	0	-0.137	-0.137	0	0	0.88	0.88	1.056	0.556	0.321	0.321	-0.422	-0.422	0	0	0	0	0.76	-0.097	0	0	0.694	0.694	0	0	0	0	17.19871	16.27562	17.61528	19.67038	20.41547	18.76622	15.88861	20.48268	13.09793	17.61757	16.8605	14.11184	17.35985	16.64043	18.0088	14.58061	11.88866	12.66118	13.76136	17.37327	16.37692	22.05322	25.26672	21.94359	13.76739	17.03415	20.23568	14.43482	14.44515	19.90644	14.4682	17.99424	11.01403	18.9197	18.41211	19.35314	12.06369	13.43129	16.40555	17.74955	13.76832	18.62645	13.04294	17.99432	11.75813	16.2404	18.23822	21.09252	15.53602	17.51016	13.86748	10.24062	19.86219	17.91805	15.79515	20.06235	18.28656	10.48861	15.35026	19.07412	18.2153	11.69687	19.01032	18.17234	16.39296	19.26249	18.87797	15.15231	20.63231	NA	17.09258
TCGA-V4-A9E9	50	0	NA	1246	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	4	3	3	2	4	5	3	4	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	16.666667	0	8.333333	0	75	20.08884	19.90452	NA	17.97743	18.0103	16.72861	20.88616	19.49612	1.9837	0.005136	1.0291	-0.039181	-0.021784	-0.010094	-0.01409	-0.01409	-0.012713	-0.012713	0.010006	0.010006	0.004885	-1.0541	0.005136	-0.034631	-0.025756	-0.025756	-0.030131	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.037	0.011	1.867	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.037	0.011	1.867	0	0	0	0	0	0	0	17.09239	17.42544	17.5795	21.24349	20.19372	20.30644	17.20818	20.44124	14.06268	18.17385	16.83158	11.47061	17.48861	16.761728	17.976019	14.172473	NA	13.808445	14.8839	16.476984	15.599846	22.58504	21.154428	20.465011	10.178627	16.897792	17.111281	14.054299	14.172948	18.344069	14.896744	18.197708	NA	18.857989	17.082765	19.360466	11.396928	13.444767	16.495221	17.555741	12.127091	18.492247	13.898277	17.538645	NA	13.309805	18.028822	20.914191	13.9032	15.032085	14.767555	9.014427	19.420672	18.162631	14.642215	20.379867	17.809296	NA	14.064673	15.741592	18.046906	NA	19.834859	18.840199	16.456816	18.474758	18.569416	15.060763	20.875496	NA	17.371626
TCGA-V4-A9EA	66	0	NA	1348	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	4	3	3	2	3	5	3	3	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	0	53.846154	23.076923	7.692308	15.384615	20.36594	19.20579	NA	17.48111	17.05909	16.33583	21.73899	19.20951	1.0288	-0.005123	3.018	0.009031	0.001942	0.015028	0.000139	0.000139	0.000139	0.000139	-0.02562	-0.012162	-1.0403	-0.021235	-0.005123	-1.0281	-0.051046	-0.051046	0.008753	-1.0596	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.997	0.997	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.997	0.997	0	0	0	0	0	0	0	0	16.66088	17.11915	17.84295	19.8792	20.91219	21.85165	17.41951	20.44309	13.28286	18.00119	17.74319	11.63237	17.1685	15.303629	18.663901	12.357315	NA	14.044203	12.089247	16.013986	15.198923	21.824097	22.355115	17.155041	11.761848	17.043062	17.887585	16.141443	13.468561	19.2424	14.23871	17.024825	13.371057	19.891072	21.859689	19.122377	12.423756	14.565462	16.343637	18.646785	10.41438	18.983982	14.52952	18.360747	7.755099	13.107151	19.018188	21.785593	13.683087	17.242582	16.112609	NA	20.410626	18.52173	14.544214	21.610431	16.357904	NA	14.530687	16.459417	17.580311	7.969465	20.73333	16.609809	16.149336	19.350904	18.8797	14.215361	21.400972	NA	18.07329
TCGA-V4-A9EC	75	0	NA	743	choroid	stage iib	t3a	n0	m0	female	2012	no	white	not hispanic or latino	3	3	3	2	5	3	3	3	4	3	0	0	4	0	0	4	4	0	0	0	4	0	0	4	4	0	1e-06	0	5	15	25	15	40	19.50252	20.02526	8.78501	18.77355	18.1183	18.16086	20.18989	19.37474	0.46144	-0.002409	-0.002409	-0.001801	-0.001801	-0.004708	0	0	0	0	0	0	0	0.004441	-0.002409	-0.004293	-0.008024	-0.008024	-0.000139	0.001526	0	0	0	0	-0.963	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.457	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.963	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.457	0	0	0	0	0	0	0	0	0	16.62964	17.70786	16.8219	18.68985	20.41334	19.50325	18.39703	19.15092	15.39065	18.73867	16.13339	12.56769	17.77636	16.837438	17.823414	14.550577	10.885083	13.026834	12.387143	16.975249	15.802441	21.568486	21.928319	18.168526	12.445635	16.674995	18.899312	15.316127	15.030843	17.99405	15.597247	18.662257	9.662526	17.725602	18.816024	19.016527	12.387096	13.821958	17.085238	18.082278	12.501708	18.539725	13.716385	17.242634	7.105462	13.299973	17.992713	20.120855	14.661482	15.962658	15.386447	9.111511	19.032007	17.758577	15.543975	19.95285	18.060438	NA	13.673818	15.982482	18.843651	NA	19.17106	19.096461	16.615434	18.254015	18.280065	15.565725	20.815601	NA	17.861395
TCGA-V4-A9ED	45	0	NA	1078	choroid	stage iiia	t3b	n0	m0	male	2012	no	white	not hispanic or latino	2	4	3	3	1	2	4	6	3	1	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	10	30	20	0	40	19.44012	18.30127	18.46042	18.37913	18.3389	16.98102	19.29353	19.17707	0.013537	0.17287	0.16733	-0.03286	0.00597	-0.014503	-0.98738	-0.98738	-0.94693	-0.9701	-0.94019	-0.93791	0.021603	0.032281	-0.058866	-0.004984	-0.027261	-0.027261	-0.035857	0.009728	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.947	-0.947	0	0	0	0	0	0	0	0	0	0.167	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.947	-0.947	0	0	0	0	0	0	0	0	0	0.167	0	0	0	0	16.98268	16.88477	17.57926	20.12954	21.36302	18.99419	16.61264	19.59242	14.6562	18.40505	16.21335	13.18079	17.6663	17.086734	18.17507	14.766401	11.176252	13.105274	12.923425	17.029494	15.851297	21.193234	23.840824	22.047785	14.298684	16.642797	19.618103	15.581112	15.249257	19.271787	14.944373	18.737291	NA	18.544579	16.06023	19.004097	12.404091	13.644574	16.290384	17.549148	14.284731	18.660208	13.506656	17.178603	11.040487	14.185323	17.882878	20.374927	15.925884	17.825298	16.060009	NA	18.905382	17.640102	15.96458	20.163073	18.232384	7.843313	14.277502	17.56945	18.798965	8.19596	19.005168	18.538661	16.619583	19.390248	18.612292	15.318282	20.443668	7.461448	17.925512
TCGA-V4-A9EE	86	1	398	NA	choroid	stage iib	t3a	n0	m0	male	2012	no	white	not hispanic or latino	1	1	4	1	2	1	1	1	1	1	5	0	0	0	0	4	0	0	5	0	0	0	0	4	0	0	0	0	5.263158	26.315789	26.315789	21.052632	21.052632	18.45083	17.9689	17.51891	19.84894	18.02392	18.51598	17.60613	20.41399	0.14565	2.2094	2.2094	-0.699	-0.44726	-0.055071	-0.92152	-0.92152	-0.89326	-0.89563	-0.89563	-0.89563	-0.018603	-0.16559	0.08756	-0.002054	-0.006342	-0.006342	0.017893	0.01673	0	0	-0.443	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.447	-0.447	0	0	0	0	0	0	-0.896	-0.896	0	0	0	0	0.146	0	0	0	0	2.122	-0.533	-0.391	0	0	0	0	-0.443	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.447	-0.447	0	0	0	0	0	0	-0.896	-0.896	0	0	0	0	0.146	0	0	0	0	2.122	-0.533	-0.391	0	0	17.52577	18.86801	17.58732	19.65087	21.01089	19.76525	15.43405	19.06409	14.37758	20.27269	17.49141	13.14172	19.40413	17.59186	17.712794	16.82675	14.571665	14.918375	10.912552	18.598975	16.575348	20.618176	23.328472	20.264395	13.90298	16.957601	17.885076	15.038986	15.620964	17.273959	16.851811	18.574879	6.403664	17.510022	17.546858	17.945367	13.582613	14.601969	16.232206	15.517395	14.465883	18.739029	11.879756	16.886664	11.67949	13.510596	17.9424	19.075761	14.248848	17.403498	15.577288	9.437612	18.213678	18.165587	16.754989	19.12965	18.489913	NA	15.192472	17.784732	19.313133	6.645929	18.44766	19.009549	17.126824	19.781075	18.238917	17.021723	19.470385	NA	16.458588
TCGA-V4-A9EF	56	0	NA	1165	choroid	stage iiib	t4b	n0	m0	male	2012	no	white	not hispanic or latino	4	4	3	3	2	2	2	6	1	1	7	0	0	0	4	0	0	0	7	0	0	0	4	0	0	0	0	0	20	0	0	20	60	19.58742	18.21163	14.79657	18.61802	18.39763	17.57489	17.10537	19.64444	0.010006	1.5101	1.5008	0	0	0.009588	-0.87542	-0.87542	-0.87542	-0.88624	-0.8668	-0.8715	0.004719	0.010006	-0.021986	-0.003601	-0.01409	-0.01409	-0.010784	0.007222	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.867	-0.867	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.867	-0.867	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17.52871	17.42055	18.00414	20.4648	21.88196	20.25953	15.43626	19.82725	14.14891	19.55766	17.16869	12.23	18.866	17.424348	18.094035	15.646766	9.919363	13.633329	12.406776	17.675427	15.815457	21.307787	22.060973	22.883705	11.876094	16.861418	17.564051	14.986354	14.896542	19.057808	15.670995	19.012686	NA	18.182057	16.983006	18.832677	12.338321	14.10376	16.550178	17.345846	14.120951	18.404654	12.73484	17.304852	8.850236	13.388701	18.026936	19.887194	14.363187	17.43284	17.06027	NA	19.187682	17.925031	16.040653	20.074262	18.339311	NA	14.513167	16.697354	18.811884	6.479639	18.980275	18.762557	16.820107	19.274522	18.700201	15.610731	20.427243	NA	17.487832
TCGA-V4-A9EH	53	0	NA	670	choroid	stage iiib	t4c	n0	m0	male	2012	no	white	hispanic or latino	3	2	2	2	3	3	3	3	2	2	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	25	16.666667	25	33.333333	19.17466	19.95852	11.1133	18.56325	17.91889	17.26563	20.28881	19.27862	-0.003744	0.009728	-0.044822	-0.080296	-0.022528	-0.050089	-0.019945	-0.019945	0.008753	0.008753	0.008753	0.008753	0.028763	0.027778	-0.025072	-0.035857	-0.060211	-0.060211	-0.044957	-0.018902	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2.837	2.837	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2.837	2.837	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17.04832	17.5693	16.81291	19.57844	20.0063	18.18939	15.41679	19.9003	14.93215	18.13198	15.58534	12.13414	17.74337	16.871773	17.96878	14.702541	12.760857	14.251231	10.960542	17.227152	16.099691	20.833079	22.365691	21.404242	11.003093	16.749192	16.413875	15.880315	15.746617	19.163426	15.500639	18.511776	8.290373	17.585198	17.643047	18.591274	12.423028	13.744811	16.790178	17.699896	13.80198	18.053544	14.092693	17.408097	11.755676	14.484768	18.040246	19.542985	15.430684	18.243541	15.616	NA	18.68664	17.94313	15.853994	19.328486	18.087835	NA	14.031576	15.494851	18.421428	9.407106	18.722875	18.956218	16.395593	19.350347	18.729947	15.931613	19.815046	NA	17.228262
TCGA-V4-A9EI	78	1	389	NA	choroid	stage iiib	t4c	n0	m0	male	2012	yes	white	not hispanic or latino	1	1	1	1	2	2	2	2	1	1	6	0	0	0	4	0	0	0	6	0	0	0	4	0	0	0	1e-06	0	4.347826	8.695652	39.130435	4.347826	43.478261	18.37086	18.0008	14.55361	19.20426	17.80176	18.5172	19.00089	20.0633	0.81376	3.6569	3.6569	-0.000416	-0.000416	-0.029721	-0.78707	-0.78707	-0.78707	-0.79695	-0.7913	-0.79101	0.017824	-0.84579	-0.95319	-0.017941	-0.46812	-0.57031	0.001248	0.012655	0	0	0	0	0	0	0	0	0	0	-0.468	0	0	0	0	0	0	0	0	0	0	0	0	0.984	0	-0.787	-0.787	1.434	1.434	0	0	0.814	-0.846	0	0	-0.953	2.704	-0.25	-0.25	0	0	0	0	0	0	0	0	0	0	0	0	-0.468	0	0	0	0	0	0	0	0	0	0	0	0	0.984	0	-0.787	-0.787	1.434	1.434	0	0	0.814	-0.846	0	0	-0.953	2.704	-0.25	-0.25	0	0	18.36141	19.22652	18.39681	19.36149	21.36562	20.26102	14.95389	19.86675	15.02362	20.92856	18.37846	12.89031	20.03468	16.977274	18.023706	16.596679	12.558775	14.594327	10.625565	17.31475	15.790724	21.094099	22.078423	20.186549	12.127547	16.949847	17.02874	17.108441	14.793855	17.999344	16.683431	18.553231	6.370433	17.469263	18.559806	18.351461	14.856043	14.141851	16.960188	15.763901	14.06884	17.971048	11.028364	16.650562	10.042188	11.415965	17.635895	18.767777	14.791701	17.143364	15.884364	7.404381	18.979	17.606184	16.110787	18.78162	18.453196	5.845014	14.758036	16.443632	18.531565	5.612698	17.7916	19.173406	16.62974	19.034637	17.781217	16.929496	19.137027	NA	15.36697
TCGA-V4-A9EJ	38	0	NA	746	choroid	stage iib	t3a	n0	m0	male	2012	no	white	not hispanic or latino	3	3	5	2	4	5	3	4	4	3	0	0	0	0	4	0	4	0	0	0	0	0	4	0	4	0	1e-06	0	18.181818	18.181818	31.818182	9.090909	22.727273	19.5181	19.83454	9.976093	18.806045	18.195147	17.620671	20.231761	19.267049	1.7563	-0.001109	0.92128	-0.035312	0.001072	0.002913	-0.008715	-0.008715	-0.008715	-0.008715	-0.008853	-0.059	0.007778	-0.035559	-0.001109	-0.012576	-0.004708	-0.036401	-0.016429	0.000971	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.709	0	0	0	0	0.921	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.709	0	0	0	0	0.921	0	0	0	0	17.09425	18.89601	17.55209	21.05559	20.1763	19.74373	17.96626	19.34551	15.41156	19.52018	16.10806	11.85188	17.96467	17.073278	17.912454	14.774479	10.169275	15.184967	10.893728	16.657713	15.875609	21.130515	21.341645	18.355093	12.244401	16.585751	16.818159	15.558194	15.25928	18.569086	15.839574	18.706169	NA	17.887039	16.985381	18.928042	11.413793	12.90482	16.631385	16.056243	13.188487	18.67474	14.590341	16.905338	9.144542	13.99225	17.949443	20.380557	14.325817	16.512042	15.230117	7.980666	18.634217	17.630335	15.566875	19.834014	18.308646	NA	14.743842	15.949939	19.186214	NA	18.717828	18.931799	16.859293	18.271632	18.289976	15.949991	20.367093	NA	17.945789
TCGA-V4-A9EK	37	0	NA	1028	choroid	stage iib	t3a	n0	m0	female	2012	no	white	not hispanic or latino	3	2	5	4	4	5	3	3	4	3	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	22.222222	11.111111	33.333333	33.333333	18.35877	19.54004	10.06224	20.25839	18.8157	18.93798	19.63917	20.08716	1.5789	0.80305	0.80305	0.047836	-0.00194	-0.97856	0.000416	0.000416	0.000416	0.000416	-0.025072	-0.025072	-0.061689	-0.022469	0.80305	0.004024	0.018523	0.059366	0.047134	0.005414	0	0	0	0	-0.884	-0.884	0	0	0	0	0	0	0.778	0	0	0	0	0	0.956	0	0	0	0	1.438	1.438	0	0	0	0	0	0	1.556	1.556	0	0	0.803	0.803	0	0	0.151	0.151	0	0	0	0	-0.884	-0.884	0	0	0	0	0	0	0.778	0	0	0	0	0	0.956	0	0	0	0	1.438	1.438	0	0	0	0	0	0	1.556	1.556	0	0	0.803	0.803	0	0	0.151	0.151	17.594332	19.788844	17.546887	20.497861	21.182774	19.249081	17.014416	18.282367	17.258107	19.678541	15.454245	9.090038	18.578228	17.103196	17.898076	15.877998	13.373214	14.593576	10.90949	17.777798	15.546808	20.541236	23.479755	20.885014	13.427414	16.878768	16.025018	12.796349	16.200826	17.16159	16.098038	19.072723	7.184873	17.538514	16.562377	18.135376	13.317528	12.841805	17.056771	17.096025	14.241286	18.28608	12.804329	16.896284	11.856628	16.031023	17.929309	19.482325	15.21271	17.144736	15.596657	8.218821	18.031766	17.749276	16.304762	19.195852	18.2961	NA	14.137821	15.609166	19.315606	13.392922	17.770862	18.790758	17.271207	18.731699	18.72817	16.910726	19.841001	NA	16.858848
TCGA-V4-A9EL	60	0	NA	982	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	5	1	1	1	2	2	2	2	1	1	7	0	0	0	0	4	0	0	7	0	0	0	0	4	0	0	0	0	33.333333	0	16.666667	0	50	18.45177	18.12544	19.19207	19.53073	18.07462	18.32999	16.2792	20.39643	0.01419	3.2725	3.1323	-0.015879	-0.001386	-0.005676	-0.82911	-0.8857	-0.80708	-0.80708	-0.80708	-0.80708	0.017684	-0.81326	-0.83857	-0.015604	-0.82594	-0.82594	-0.011611	0.015308	0	0	0	0	0	0	0	0	0	0	-0.821	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.807	-0.807	0	0	0	0	0	-0.813	0	0	-0.839	1.313	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.821	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.807	-0.807	0	0	0	0	0	-0.813	0	0	-0.839	1.313	0	0	0	0	18.22583	18.7401	18.16895	19.44247	20.50136	19.62351	14.16445	20.59304	14.47784	20.7743	17.67396	13.25989	19.52621	16.732081	17.970335	16.662338	15.310636	14.237324	11.820149	17.286826	15.800343	20.699745	24.668594	19.157182	13.682861	16.686418	17.326275	16.134271	15.201017	18.181688	16.725119	18.775887	8.710868	17.196935	17.234958	18.423522	13.787567	13.160358	16.667248	15.695054	15.241445	17.946935	11.075067	16.816667	12.453012	13.351779	17.882196	19.142518	16.181738	17.959119	15.382634	9.744816	18.647554	17.642853	15.841796	18.989389	18.44925	7.185449	14.543273	17.735526	18.944744	11.997527	17.524957	19.342416	16.876316	19.470316	18.12669	16.822938	19.574763	NA	15.602244
TCGA-V4-A9EM	53	0	NA	966	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	2	2	3	2	4	2	3	4	3	2	0	0	0	4	0	4	0	2	0	0	0	4	0	4	0	2	0	0	6.666667	20	6.666667	13.333333	53.333333	19.57627	19.3949	16.65118	18.17846	18.04488	16.84307	20.41841	18.71195	1.0053	1.9277	1.9277	0.055515	-0.005952	0.020483	-0.008577	-0.008577	-0.008577	-0.022332	-0.022332	-0.022332	-0.021921	0.97172	1.9277	-0.013402	0.066945	0.010006	0.068808	-0.002078	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.005	1.005	0	0	1.928	1.928	0	0	0.132	0.132	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.005	1.005	0	0	1.928	1.928	0	0	0.132	0.132	17.7456	17.51842	17.9246	18.69327	20.96162	18.74248	16.73117	19.52816	15.16125	18.84589	18.18255	13.27858	18.50105	16.997539	18.644072	14.386997	9.358933	14.572023	10.790603	17.199133	16.105154	22.125897	22.542003	20.148612	12.909637	17.014517	17.462693	17.348	14.655344	19.132563	16.144311	18.701547	7.329021	17.799184	19.735249	18.740549	12.745469	12.973013	16.589616	18.109359	12.874181	18.115545	13.826486	17.155049	9.678847	14.374552	18.270138	19.904443	14.395332	17.567919	16.015984	10.362968	18.605843	17.882713	16.0666	20.508335	17.924466	6.803601	14.698723	16.421025	18.295984	NA	19.38908	18.064073	16.068391	20.065398	18.757717	15.003758	20.053831	NA	17.15484
TCGA-V4-A9EO	74	0	NA	773	choroid	stage iiia	t4a	n0	m0	male	2013	no	white	not hispanic or latino	1	4	1	3	4	4	1	1	3	1	4	0	0	0	0	4	0	0	4	0	0	0	0	4	0	0	0	0	6.25	6.25	25	18.75	43.75	18.63907	18.50324	12.87925	19.36027	19.12362	17.61002	19.30825	19.80685	0.60339	1.1965	1.1965	-0.65147	-0.64753	-0.043749	-0.66265	-0.66265	-0.64453	-0.67427	-0.64782	-0.64782	0.62787	0.62441	-0.075356	0.56062	0.55548	0.55565	0.52852	0.57718	0	0	0.561	0.561	0.579	0.579	0	0.584	0.575	0.555	0.555	0.533	0.533	0.577	0.577	0	0	-0.632	0	0.539	0.539	0.573	0	0	0	-0.648	-0.648	0	0	0.614	0.614	0.603	0.603	0	0	0	1.11	0	0	0.14	0.14	0	0	0.561	0.561	0.579	0.579	0	0.584	0.575	0.555	0.555	0.533	0.533	0.577	0.577	0	0	-0.632	0	0.539	0.539	0.573	0	0	0	-0.648	-0.648	0	0	0.614	0.614	0.603	0.603	0	0	0	1.11	0	0	0.14	0.14	17.51073	18.32819	17.2667	20.38396	21.87322	20.51253	19.35451	19.09258	16.54357	20.17656	16.28014	11.99896	19.13107	17.860965	17.810484	16.858928	12.233893	14.108772	13.566028	17.894394	15.845954	22.313393	20.579618	21.791063	12.268862	17.272018	19.661881	13.798383	15.996265	18.696727	16.185404	18.916385	6.923873	17.892004	15.405652	19.325038	12.056528	14.144138	17.06879	15.95106	13.081373	18.946426	11.918839	17.322183	8.951772	13.674662	18.120616	20.060174	14.253219	16.907224	18.163403	7.957821	18.611372	17.673842	17.092167	19.878844	19.110982	9.205808	14.733696	16.487077	20.050488	6.166138	18.0732	19.190635	17.231996	19.136781	18.405698	16.797156	20.447789	NA	17.902552
TCGA-V4-A9EQ	64	1	455	NA	choroid	stage iiia	t4a	n0	m0	male	2010	no	white	not hispanic or latino	4	4	3	3	2	1	1	1	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	21.428571	28.571429	21.428571	28.571429	19.93971	17.95186	10.63113	17.94595	17.81724	16.80992	16.18158	19.7382	-0.003487	1.229	1.8704	-0.8407	-0.81204	-0.006328	-1.0201	-1.0201	-1.0947	-1.0104	-1.024	-1.0076	0.005112	0.006502	0.21896	-0.013288	-0.20002	-0.20002	0.009428	-0.005008	0	0	0	0	0	0	0	0	0	0	-0.2	-0.16	0	0	0	0	0	-0.811	0	0	0	0.928	0	0	0	-1.024	-1.024	0	0	0	0	0	0	0	0	1.572	1.572	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.2	-0.16	0	0	0	0	0	-0.811	0	0	0	0.928	0	0	0	-1.024	-1.024	0	0	0	0	0	0	0	0	1.572	1.572	0	0	0	0	16.95047	16.96094	17.81612	19.79305	21.44513	20.30616	15.62394	20.65032	10.76509	18.55495	17.58712	13.99877	17.84685	16.805093	18.31414	14.824444	10.146238	13.166683	13.478373	17.158509	16.761424	22.155742	23.524467	22.96172	12.142292	16.919945	18.270786	15.652113	14.239006	18.29607	15.304883	17.774167	7.601753	18.586014	18.195608	18.983086	10.911286	14.422874	16.21819	17.53687	14.146913	18.018841	12.712196	17.756808	8.629652	12.615576	18.636503	20.496458	14.905563	17.348001	15.656557	NA	19.764899	17.925233	15.714378	20.313807	17.557079	NA	15.340302	18.048453	18.346504	8.844018	19.352825	18.592422	16.153459	19.923304	18.925997	15.046193	20.455991	NA	17.798049
TCGA-V4-A9ES	54	0	NA	1511	choroid	stage iiia	t3b	n0	m0	female	2011	no	white	not hispanic or latino	1	4	4	1	3	1	1	1	3	1	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	8.333333	8.333333	25	16.666667	41.666667	19.27062	18.387558	9.260557	19.358089	19.423641	18.934864	18.188033	20.117348	0.013331	-0.008586	0.019773	-1.0232	-1.127	-0.020511	-1.0149	-1.0149	-0.98969	-0.98969	-0.98969	-0.99674	0.024679	0.032694	-0.008586	-0.006791	-0.017675	-0.017675	-0.0174	0.009161	0	0	0	0	0	0	-0.657	0	-1.008	0	0	0	0	0	0	0	0	-0.989	-0.989	0	0	0	0	0	0	-0.99	-0.99	0	0	0	0	0	0	0	0	0	0	0	0.713	0.54	-0.118	0	0	0	0	0	0	-0.657	0	-1.008	0	0	0	0	0	0	0	0	-0.989	-0.989	0	0	0	0	0	0	-0.99	-0.99	0	0	0	0	0	0	0	0	0	0	0	0.713	0.54	-0.118	16.2264	18.7187	16.93539	19.96932	21.18859	20.00686	16.84198	18.63359	14.54934	19.14638	15.92223	10.68067	18.04399	17.86474	17.20794	16.33222	10.94559	14.88209	13.54521	18.39177	16.68321	20.7133	20.23091	21.51268	12.62573	16.7195	15.7553	11.67273	14.77205	17.76771	16.24181	18.79733	NA	17.83125	16.03816	18.53414	11.03667	14.73061	16.56366	15.80746	12.79828	18.43031	12.23613	17.40229	NA	11.69957	18.00928	20.38184	14.70301	15.4484	16.3294	NA	18.62966	17.71701	15.88027	19.7231	18.29514	NA	14.12372	15.60336	19.69669	NA	19.22578	19.54914	17.39321	18.93241	18.23897	16.64879	20.35961	NA	16.18526
TCGA-V4-A9ET	57	0	NA	1362	choroid	stage iiib	t4b	n0	m0	male	2011	no	white	not hispanic or latino	4	3	3	2	4	4	3	4	4	3	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	27.272727	9.090909	63.636364	20.18636	19.49234	17.83709	18.05194	17.09958	16.955	20.9548	19.69024	2.0253	0.024127	1.8573	-0.083864	-0.031086	-0.051991	-0.067458	-0.067458	-0.042927	0.002913	0.019923	-0.041838	0.030591	-1.0934	-0.012851	-0.039122	-0.076678	-0.09644	-0.072293	0.043582	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.809	0	0	0	0	0	0	0	0	0	0	0	0	1.894	0.83	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.809	0	0	0	0	0	0	0	0	0	0	0	0	1.894	0.83	0	0	0	0	0	0	0	0	16.87192	17.86011	17.97999	20.81296	21.96582	20.7394	18.4528	20.32859	14.18795	18.71253	17.72027	10.75985	17.38052	16.713375	18.957735	13.929582	9.662202	13.682647	12.053231	16.884311	15.836931	20.715918	21.927427	18.903231	12.721208	17.26166	17.179853	14.018699	14.710115	17.756386	15.345552	18.314205	NA	19.195144	17.675948	19.223396	10.923207	14.155471	16.459745	17.655383	12.349217	18.112467	14.857143	17.655237	6.882581	13.283543	18.56605	21.090486	14.258029	16.646668	14.028307	NA	19.71326	18.484729	15.639801	20.16996	17.765362	8.329263	14.823572	16.01955	18.089009	NA	19.375255	18.649161	16.392553	18.951079	18.815646	15.431573	20.822082	NA	16.77842
TCGA-V4-A9EU	83	0	NA	709	choroid	stage iiic	t4d	n0	m0	female	2011	no	white	not hispanic or latino	1	1	1	1	1	1	2	2	1	1	7	0	0	0	4	0	0	0	7	0	0	0	4	0	0	0	0	0	0	13.333333	20	20	46.666667	18.63257	17.71887	19.58547	19.88084	18.99973	18.24255	16.43955	20.07548	0.036088	3.0905	3.0315	0.034536	0.03031	0.006665	-1.0005	-0.98278	-0.98019	-0.98925	-0.98989	-0.97863	-0.003324	-0.92748	-1.0002	0.006804	-0.92644	-0.92644	0.053948	0.015028	0	0	0	0	0	0	0	0	0	0	-0.926	-0.869	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.983	-0.983	0.874	0.874	0	0	0	-0.921	0	0	-1	2.026	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.926	-0.869	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.983	-0.983	0.874	0.874	0	0	0	-0.921	0	0	-1	2.026	0	0	0	0	17.71041	18.58662	18.0223	20.30119	20.19182	20.13952	13.62705	19.89961	14.56157	20.6155	17.14729	13.16726	19.35892	17.629349	18.515217	16.996854	15.094443	14.029756	11.959741	17.15226	16.09903	21.453751	22.293103	20.067299	12.434243	17.31523	17.669593	15.377952	15.250419	17.745753	16.325397	18.962733	6.677129	17.126835	17.322275	18.437836	12.67854	12.830487	16.308594	15.518978	14.573762	17.847607	13.286804	16.80823	10.79249	13.093917	18.088713	18.525438	14.449709	17.359678	16.555928	7.711077	18.440321	18.059829	16.806364	19.316909	18.223387	8.736672	15.181837	16.656834	19.133076	5.919394	17.715095	19.14158	16.555955	19.76868	18.420042	17.070745	19.258174	NA	14.487165
TCGA-V4-A9EV	59	1	1269	NA	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	5	1	1	1	2	1	2	6	1	1	6	0	0	0	4	0	0	0	6	0	0	0	4	0	0	0	0	0	10	20	50	10	10	18.38661	17.9764	18.1209	19.62868	18.48589	18.07354	17.42924	19.90131	0.00299	2.1839	2.1839	-0.055155	-0.001864	0.001324	-0.7439	-0.7439	-0.7439	-0.7439	-0.7439	-0.7439	-0.001659	0.014546	-0.068188	-0.011811	-0.091215	-0.091215	0.007855	0.002851	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.744	-0.744	0	0	0	0	0	0	0	0	0	2.184	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.744	-0.744	0	0	0	0	0	0	0	0	0	2.184	0	0	0	0	17.78807	18.35096	17.78429	19.53624	20.73216	19.81549	15.44538	20.61544	15.92837	20.29734	16.3541	12.2642	19.19836	17.341019	18.111697	17.069108	15.382755	13.698943	12.4597	18.053779	16.127397	21.300846	26.052578	21.286809	13.209263	16.708825	17.607457	14.21851	16.450826	18.618237	16.102651	18.908408	8.300146	17.222888	17.482113	18.166585	13.591063	13.483623	16.787614	15.805627	15.538499	18.498925	11.079382	17.052797	14.890287	13.366436	18.118463	19.501796	16.050842	18.351181	16.087221	9.749131	18.483511	18.003943	16.344051	19.518855	18.40073	9.359688	14.715437	16.752552	19.024095	11.911644	17.832356	19.202215	16.824567	19.623005	18.613246	16.623085	19.850158	NA	16.930123
TCGA-V4-A9EW	44	0	NA	1211	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	3	3	5	4	3	3	3	5	2	2	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	8.333333	16.666667	33.333333	16.666667	25	19.33452	20.01202	NA	19.1919	18.75297	18.57238	20.05187	19.69066	0.99907	0.11565	0.29803	-0.34538	-0.065142	0.012376	-0.00194	-0.00194	-0.00194	-0.00194	-0.31014	-0.31014	-0.082535	-0.56604	0.11565	0.020203	-0.18421	-0.28168	-0.020412	-0.48838	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.308	0	0	0	0	0.99	0.671	0.188	0.188	0.116	0.116	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.308	0	0	0	0	0.99	0.671	0.188	0.188	0.116	0.116	0	0	0	0	16.92298	19.0867	17.05717	20.62165	21.69497	20.41375	19.72616	18.96268	15.81069	19.36828	15.94256	12.2444	18.15289	17.422241	17.877316	15.66112	11.78418	14.860851	11.408496	17.101461	16.522828	21.337349	21.043563	20.126664	12.392988	17.439593	16.859054	16.00905	15.167492	17.962223	15.778711	18.974016	8.531876	17.9345	18.773019	18.831828	14.47487	13.57785	17.15334	16.779861	12.856485	18.493977	13.808128	17.182805	7.974812	12.716811	18.341163	19.911335	14.498651	16.092803	16.227453	NA	18.540127	18.111575	16.069783	19.938324	18.240582	8.006456	14.56788	16.160381	19.08127	6.189178	18.507445	19.075762	16.612566	18.830044	18.66906	16.145419	20.184904	NA	16.834193
TCGA-V4-A9EX	55	1	730	NA	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	1	1	1	1	2	2	2	7	1	1	7	0	0	0	0	4	0	0	7	0	0	0	0	4	0	0	0	0	10	10	30	10	40	18.43404	17.60578	18.91012	19.50933	18.20697	18.25802	18.96211	19.96108	0.7057	3.1018	2.9812	-0.004708	-0.91394	-0.013264	-0.92689	-0.92689	-1.2929	-0.93142	-0.90054	-0.93703	0.03031	-0.67866	-0.95609	-0.006643	-0.049019	-0.049019	-0.008715	0.015028	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.901	-0.901	0	0	0	0	0.032	-0.674	0	0	2.17	3.076	-0.12	-0.12	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.901	-0.901	0	0	0	0	0.032	-0.674	0	0	2.17	3.076	-0.12	-0.12	0	0	17.88506	18.57975	18.26389	20.00311	21.20226	19.58609	14.75448	19.94982	15.78759	20.55537	17.76444	12.72962	19.75773	17.483871	18.125692	17.117626	12.165196	14.398618	11.109061	18.088322	16.114759	21.323865	21.439118	20.125745	12.966222	17.297923	17.89716	15.974546	15.276263	17.921243	16.513337	18.641235	9.466906	17.304099	18.590577	18.616279	13.142088	13.784088	16.836831	15.290897	14.706114	18.237006	11.162311	16.701069	9.742732	13.086908	17.8459	19.106088	14.68446	17.375785	16.826125	8.500853	18.791576	17.705413	16.523855	18.990785	18.44934	NA	15.035031	17.470126	18.922659	6.709171	17.74676	19.274811	16.95967	18.85172	17.887032	16.931321	19.093705	NA	15.782833
TCGA-V4-A9EY	66	0	NA	837	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	4	2	3	2	3	5	3	3	2	3	0	0	4	0	0	4	0	0	0	0	4	0	0	4	0	0	0	0	0	26.666667	20	20	33.333333	20.29655	19.59223	13.99868	17.22397	17.72441	16.38293	21.31905	19.41319	0.74851	-0.00133	-0.00133	0.000788	0.000788	0.003052	-0.001247	-0.001247	-0.001247	-0.001247	-0.005853	-0.005853	-0.002909	0.04741	-0.00133	0.004997	0.002497	0.002497	0.00208	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17.30037	16.67412	17.46006	19.5198	20.03357	19.32879	17.27432	19.87312	12.67217	17.25926	16.75438	12.3551	17.38689	16.00354	18.29486	13.29917	10.67249	12.5039	12.74159	16.23749	16.23026	21.54683	23.80036	20.58164	11.57769	16.2944	17.37826	17.46033	14.69487	19.04025	14.23898	16.99903	NA	19.32733	19.43594	19.26724	12.1745	14.70323	16.15191	19.30859	12.66763	18.48365	13.4449	17.33187	7.89287	15.64433	18.4303	21.12089	15.08935	17.80096	16.28197	NA	19.3671	17.85067	14.77167	20.50084	17.71228	NA	14.79948	17.2789	17.83085	NA	19.38144	18.20604	15.38731	18.59819	18.59465	14.74648	20.69588	NA	18.01984
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	3	4	3	8	3	2	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	1e-06	0	19.230769	3.846154	34.615385	0	42.307692	20.25643	20.02787	10.0604	17.40015	17.11755	17.37296	20.87352	19.38193	0.77522	-0.008577	1.0695	-0.97381	-1.0221	0.023286	-0.008024	-0.008024	0.000416	-0.01037	-0.023566	-0.052666	-0.014503	-0.75288	0.020903	0.035806	-0.90563	-0.98463	0.088837	0.020903	0	0	0	0	0	0	-0.132	-0.967	-0.939	0.124	-0.782	0.105	0.105	0	0	0	0	-0.974	0	0	0	0	0.136	0	0	0	0	0	0	0	0	0.775	0.061	0	0	0	0	-0.293	-0.293	-0.16	-0.16	0	0	0	0	0	0	-0.132	-0.967	-0.939	0.124	-0.782	0.105	0.105	0	0	0	0	-0.974	0	0	0	0	0.136	0	0	0	0	0	0	0	0	0.775	0.061	0	0	0	0	-0.293	-0.293	-0.16	-0.16	17.46747	17.30372	17.87962	16.28319	21.53735	21.63428	18.65415	21.4082	13.78932	18.84225	17.8461	10.67316	17.94128	16.235836	17.515439	13.135076	12.23848	13.850533	11.492612	16.440072	16.739289	20.618273	22.366732	20.685241	11.24625	17.028392	19.484143	16.953707	13.834932	18.336924	15.303889	17.060339	NA	19.331457	20.476891	19.183474	10.962051	13.475553	17.00176	18.648619	12.570652	18.180587	10.985353	18.094294	9.795894	13.537893	18.526575	21.02757	14.81904	15.629883	16.076879	NA	20.140103	18.302271	14.713691	20.492753	17.725115	NA	15.997275	17.008098	18.164018	8.01026	18.829933	18.642567	16.418727	18.478251	18.794415	15.132582	21.078822	NA	16.589527
TCGA-V4-A9F0	59	1	945	NA	choroid	stage iiib	t4b	n0	m0	male	2012	no	white	not hispanic or latino	2	4	1	3	1	2	1	1	1	1	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	28.571429	71.428571	19.11222	18.05579	18.79447	19.03486	18.65468	17.72913	16.61338	19.84589	0.01433	0.87618	0.97255	-0.9371	-0.056712	-0.11587	-0.97217	-0.97217	-0.92778	-0.96452	-0.92144	-0.97679	0.061222	-0.81966	0.75566	-0.016704	-0.023292	-0.04048	-0.028628	0.021744	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.928	-0.928	0	0	0	0	0	-0.785	0	0	0.876	0.876	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.928	-0.928	0	0	0	0	0	-0.785	0	0	0.876	0.876	0	0	0	0	17.09317	17.81397	17.42111	20.09345	21.11073	18.66959	15.46538	19.13602	13.2079	19.0773	15.93508	11.76915	18.48635	17.728738	17.887852	15.862007	12.794365	13.980079	11.641073	17.935996	16.242381	21.295929	23.694888	21.932772	14.619353	16.753715	19.360601	14.661683	15.678924	18.498979	16.009176	18.729884	NA	17.953715	16.494233	18.547363	14.158648	13.986584	16.639962	16.711406	14.425637	18.550183	13.834707	17.123075	10.306925	14.43907	18.026585	19.728795	15.160913	17.312051	16.457574	8.991046	18.732671	17.954704	16.497342	19.50283	18.070337	6.431678	14.446889	17.274972	18.767655	8.199363	18.923672	18.727955	16.803863	19.371548	18.597978	15.995719	19.995078	NA	16.231803
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	2	1	2	6	1	1	7	0	0	0	0	4	0	0	7	0	0	0	0	4	0	0	0	0	0	21.428571	21.428571	14.285714	42.857143	18.34738	17.83996	17.15584	19.27783	18.44015	19.26673	18.57396	19.72435	0.040892	2.5555	2.3217	-0.065428	0.013074	-0.026304	-0.93828	-0.93828	-1.2929	-0.89427	-0.85512	-0.93533	0.091445	0.028481	-0.92428	-0.005399	-0.087107	-0.029038	-0.065447	0.043015	0	0	0	0	0	0	-0.849	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.894	-0.894	0.771	-0.023	0	0	0	0	0	0	1.466	2.39	0	0	0	0	0	0	0	0	0	0	-0.849	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.894	-0.894	0.771	-0.023	0	0	0	0	0	0	1.466	2.39	0	0	0	0	18.09771	18.516	17.82697	19.37249	21.69044	19.66495	16.16776	19.1724	15.369	20.27363	17.07673	13.13311	19.43115	17.342713	17.622549	16.833881	12.568074	14.413965	11.376647	18.150337	15.77198	21.417886	23.307602	21.613155	13.856603	16.731459	18.511659	14.166544	15.649274	18.348062	16.575166	18.57341	6.500027	17.013196	16.454559	18.288748	14.84383	14.046572	16.637067	16.236716	14.357131	18.361038	11.494993	16.9114	9.434816	14.565029	17.509864	19.233547	15.69345	17.743048	16.744334	8.533975	18.435572	17.423963	16.1824	19.076162	18.418321	NA	14.585265	16.922383	18.836468	5.742292	17.646997	19.312497	16.979583	19.261131	18.019116	16.710818	19.352094	NA	16.964499
TCGA-V4-A9F2	78	0	NA	734	choroid	stage iiia	t3b	n0	m0	female	2012	no	white	not hispanic or latino	3	2	3	2	4	4	3	3	3	2	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	25	25	50	19.66474	18.99315	11.06815	18.45498	18.24298	17.71884	19.81518	19.46426	0.83255	0.82745	0.82745	-0.003601	-0.003601	0.015028	0	0	0	0	0	0	-0.010508	0.85423	0.82745	0.82138	-0.00374	-0.00374	-0.014366	-0.017803	0	0	0.799	0.799	0	0	0.822	0	0	0	0	0	0	0	0	0.764	0.764	0	0.631	0.748	0.748	1.595	0.817	0	0	0	0	0	0	0	0	0.833	0.833	0.836	0.836	0.827	0.827	0	0	0.273	0.273	0	0	0.799	0.799	0	0	0.822	0	0	0	0	0	0	0	0	0.764	0.764	0	0.631	0.748	0.748	1.595	0.817	0	0	0	0	0	0	0	0	0.833	0.833	0.836	0.836	0.827	0.827	0	0	0.273	0.273	17.13106	17.41116	17.51937	18.31103	21.08209	18.88919	16.42275	19.53482	15.55084	18.41395	16.75076	11.5289	18.30392	17.372001	17.493257	15.246198	10.58326	14.033849	12.237322	17.097432	16.631226	22.872727	23.873229	21.25902	13.87251	16.13328	17.880325	14.65025	15.302903	18.350441	16.000745	18.719567	NA	17.86419	17.495807	19.177303	11.73533	13.364085	17.42651	18.057014	13.868912	18.164359	14.57806	17.599701	10.066673	14.730669	18.256914	20.004429	15.857158	16.994989	16.113523	10.657684	19.054243	17.468746	15.543554	20.233952	18.356371	NA	14.361399	17.18342	18.902403	9.866002	18.728007	18.745435	16.688077	18.451118	18.303231	15.337363	20.258472	NA	17.990244
TCGA-V4-A9F3	49	1	873	NA	choroid	stage iiia	t4a	n0	m0	female	2012	no	white	not hispanic or latino	5	1	1	1	1	1	2	7	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	25	0	12.5	0	62.5	18.49944	17.9978	17.2174	19.75319	18.24064	18.41962	17.88664	19.96542	0.61806	1.6356	1.5945	-0.024114	0.000277	0.008057	-0.6738	-0.6738	-0.64283	-0.64283	-0.64283	-0.68341	0.12432	-0.69857	-0.57861	-0.024114	-0.054286	-0.054286	-0.019177	0.004163	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.643	-0.643	0	0	0.124	0.124	-0.047	-0.665	0	0	1.028	1.607	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.643	-0.643	0	0	0.124	0.124	-0.047	-0.665	0	0	1.028	1.607	0	0	0	0	17.69376	19.04736	17.77189	20.23312	20.98536	19.01215	15.44699	20.05499	16.136	20.31284	17.17603	13.70906	19.08148	17.369776	18.426202	17.055784	15.161106	14.458634	12.789225	17.916915	16.334256	21.226637	24.369367	21.11646	14.6465	17.217998	19.277854	16.350273	16.114522	18.027735	16.394911	18.81422	8.695375	17.301154	17.114472	18.328103	14.824104	14.129914	16.698723	15.139827	15.393781	18.931187	13.381502	16.6912	14.182705	13.436513	18.047104	19.456525	15.853608	18.223712	16.179786	10.899247	18.390983	17.788093	16.576907	19.029369	18.25851	NA	15.164498	18.392241	19.080488	12.461201	17.422186	19.098755	16.775358	19.518534	18.26668	17.123071	19.447295	9.595445	16.071008
TCGA-V4-A9F4	41	0	NA	634	choroid	stage iiia	t4a	n0	m0	male	2013	no	white	not hispanic or latino	3	3	5	4	4	4	3	4	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	17.647059	29.411765	0	17.647059	35.294118	19.23712	19.814921	9.298851	19.218855	18.44879	18.145557	19.998915	19.292579	1.6	0.48337	1.2418	-0.025346	-0.013815	-0.020275	0.29247	0.29247	-0.001109	-0.004274	0.003191	0.003191	0.003885	-1.005	0.48337	-0.32982	-0.017694	-0.017694	-0.013127	0.003469	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.297	0	0	0	0	0	0	0	0	0	0	0	0	1.62	0.994	0	0	0.483	0.483	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.297	0	0	0	0	0	0	0	0	0	0	0	0	1.62	0.994	0	0	0.483	0.483	0	0	0	0	16.8944	18.73869	17.99329	18.73508	22.04973	20.25422	19.593	18.88465	16.43704	19.73722	16.20232	11.87508	18.57674	17.28994	18.624005	15.506334	10.398924	14.882936	12.40913	17.413227	16.341624	21.167219	21.68946	19.593259	14.789551	17.54274	19.225098	13.637026	15.286372	17.152143	15.883796	18.831489	7.269476	18.131586	17.885856	18.653946	12.900937	13.467781	17.197227	16.209339	13.96415	18.416871	14.788003	17.296589	9.619303	14.505691	18.39679	20.125179	15.297313	16.648469	16.528385	NA	18.660019	17.737858	16.146224	19.84036	17.829369	9.744056	14.278567	17.164186	19.024935	6.511741	18.434033	19.017784	17.168887	18.383798	18.577166	16.583332	20.19592	NA	16.581334
TCGA-V4-A9F5	85	0	NA	203	choroid	stage iv	t4e	n0	m1b	female	2013	no	white	not hispanic or latino	4	4	3	3	2	1	2	7	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	18.181818	18.181818	18.181818	45.454545	19.047232	18.256705	9.444401	18.450727	18.269707	18.190117	17.473196	20.14441	0.019923	2.1736	2.1736	-1.1723	-1.069	-0.015956	-1.0942	-1.0942	-1.059	-1.0559	-1.0637	-1.0501	0.025812	-1.0654	-0.98583	0.051387	0.010424	-0.003419	0.046984	0.003469	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.054	-1.054	0	0	1.062	0	0	0	-1.056	-1.056	0.55	0.55	0	0	0	-1.037	0	0	-0.986	1.188	0	0	-0.149	-0.149	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.054	-1.054	0	0	1.062	0	0	0	-1.056	-1.056	0.55	0.55	0	0	0	-1.037	0	0	-0.986	1.188	0	0	-0.149	-0.149	17.89018	17.69794	18.01085	19.63241	21.23807	19.4571	14.3488	20.69418	12.45488	19.45923	17.40738	13.22708	18.89455	17.070984	16.906583	15.84203	12.046974	12.998815	13.073005	17.772435	15.963564	21.423789	21.520807	21.706606	12.841991	16.640884	15.734155	15.996128	15.205201	18.316898	15.411083	18.803521	NA	17.91333	17.897111	18.882897	12.43351	13.824935	16.605684	17.553223	13.721814	18.39187	12.670519	16.923638	8.349815	11.506851	17.89073	19.514788	13.905835	17.592002	17.102259	NA	19.399385	17.433515	15.860674	19.722842	18.55939	NA	14.03455	17.033133	18.555642	NA	18.629826	19.353319	16.421566	18.722621	18.295625	15.690407	20.413345	NA	17.073059
TCGA-V4-A9F7	78	0	NA	1256	choroid	stage iib	t3a	n0	m0	female	2011	no	white	not hispanic or latino	3	3	4	4	4	4	3	3	4	3	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	0	0	6.666667	13.333333	26.666667	20	33.333333	18.738087	20.103531	7.554825	19.682341	18.76522	18.423606	19.844237	20.134943	0.97172	-0.002959	-0.002959	-0.003324	-0.002078	0.001664	-0.002302	-0.002302	-0.002302	-0.002302	0.004163	0.004163	0	0.002636	-0.002959	0.004719	-0.001386	-0.001386	-0.008438	-0.000277	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.971	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.971	0	0	0	0	0	0	0	0	0	16.93867	18.97424	16.72535	20.34645	21.36387	19.38835	17.45688	17.57104	16.46605	19.16586	15.6289	10.07447	18.18614	17.454219	17.686587	16.446753	12.462252	14.221831	11.209425	17.696043	16.476534	20.477479	20.568893	19.055117	12.57802	16.591238	16.688226	12.721888	16.163775	16.995586	16.394311	18.904504	NA	16.964816	17.827321	18.427513	11.500865	14.036805	17.083602	17.483118	12.578951	18.149587	15.96474	16.606456	7.875276	12.45681	17.877179	19.106221	14.35506	17.115258	17.036334	7.881325	18.062852	17.757797	16.305048	18.924683	18.229469	NA	14.365304	14.616641	19.401469	NA	18.26317	19.213504	17.169918	18.054526	18.383752	16.844989	20.064041	NA	17.889461
TCGA-V4-A9F8	68	0	NA	597	choroid	stage iiia	t4a	n0	m0	male	2012	no	white	not hispanic or latino	4	4	3	3	1	2	1	1	1	1	4	0	0	0	0	4	0	0	4	0	0	0	0	4	0	0	0	0	0	15	25	25	35	19.86464	17.71757	11.29002	17.90478	17.52726	16.15412	19.84352	19.21657	0.031019	1.1553	1.2121	-0.97224	-0.97224	-0.026988	-0.97901	-0.97901	-0.97404	-0.97404	-0.96803	-0.97495	-0.008577	0.009449	0.5713	0.54294	0.031295	0.010006	0.047978	0	0	0	0.59	0.59	0	0	0.554	0	0	0	0	0	0	0	0	0	0	-0.972	0	0	0	0	0	0	0	-0.974	-0.974	0	0	0	0	0	0	0	0	0.571	1.14	0	0	0	0	0	0	0.59	0.59	0	0	0.554	0	0	0	0	0	0	0	0	0	0	-0.972	0	0	0	0	0	0	0	-0.974	-0.974	0	0	0	0	0	0	0	0	0.571	1.14	0	0	0	0	17.12784	16.97374	17.84246	19.82092	21.75226	21.33445	18.29845	20.69522	12.24068	18.28743	17.89445	12.72875	17.92402	17.675604	17.929866	15.007203	10.667632	13.140589	14.169691	16.745535	16.753696	21.741628	23.121156	21.931357	13.835867	17.069871	20.564798	16.509555	14.455545	18.9578	15.501654	18.280145	NA	19.074965	18.350697	19.806253	12.432679	15.070755	16.621586	17.557545	14.045542	18.542029	12.533149	18.506715	7.151045	14.12085	18.903379	20.753169	14.619602	17.480176	18.032811	NA	19.911836	18.216735	15.823017	21.344194	17.843163	9.597727	15.546724	17.960863	19.113761	8.365411	19.31197	18.660259	16.238753	19.3138	18.653561	14.848999	20.89465	NA	17.857663
TCGA-VD-A8K7	39	0	NA	1459	choroid	stage iiia	t4a	nx	mx	male	2011	no	NA	NA	3	3	4	4	4	3	3	3	2	2	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	40	20	20	20	18.97993	20.06733	11.42966	20.24928	18.41109	18.66539	19.7568	20.17634	1.7272	0.000555	0.000555	-0.019863	-0.000554	0.004719	-0.000416	-0.000416	-0.000416	-0.000416	-0.000416	-0.000416	0.008892	0.002959	0.000555	-0.003463	-0.004431	-0.004431	-0.006505	0.007639	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.87	0.87	1.691	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.87	0.87	1.691	0	0	0	0	0	0	0	0	0	17.05947	19.79376	16.10208	19.55942	21.44236	20.42528	19.25959	18.22005	16.96127	19.78287	14.99659	10.7694	18.14857	17.5059	17.792883	16.807376	13.052576	14.264451	11.62838	17.411804	15.485003	21.036795	19.921325	18.997312	11.73076	16.81747	13.789027	12.914594	15.822433	18.510583	16.513434	18.828381	NA	17.136929	17.39664	18.334323	13.57136	12.913484	16.354453	17.082253	13.021734	18.290272	15.541024	16.903279	7.477096	10.293095	17.80349	18.722957	14.500241	17.213636	16.46899	7.898182	17.888316	18.039004	16.434733	19.531303	17.981488	NA	14.357178	14.724065	19.036925	NA	18.679437	18.99252	16.978288	19.218655	18.396307	17.038687	19.952634	NA	16.489846
TCGA-VD-A8K8	56	1	1377	NA	choroid	stage iib	t3a	nx	mx	female	2011	no	NA	NA	5	1	1	1	2	1	2	6	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	20	10	70	18.9474	18.25932	18.07156	19.19632	18.43362	18.42834	18.869	19.9912	0.014051	2.3361	2.3241	-0.019314	0.001109	0	-0.96574	-0.96574	-0.96574	-0.96574	-0.95406	-0.95406	0.015447	0.014051	-0.9016	-0.011611	-0.005261	-0.005261	-0.002217	0.015866	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.954	-0.954	0	0	0	0	0	0	0	0	1.422	2.324	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.954	-0.954	0	0	0	0	0	0	0	0	1.422	2.324	0	0	0	0	17.87442	18.57927	18.0015	20.18622	20.96798	20.20546	15.28237	20.23773	15.76529	20.3356	16.98788	12.81345	19.24084	17.404672	18.097092	16.511624	13.554652	14.045656	11.59728	18.039262	16.114303	21.976898	25.322721	21.853687	12.081078	16.802625	15.837214	12.692725	15.794865	18.545295	16.456902	19.026171	8.135698	17.417449	18.11071	18.361949	12.426615	14.04777	16.759668	16.284694	14.501575	18.449204	11.452591	16.921772	12.758543	12.967523	17.990243	19.256086	14.972003	17.900832	15.879134	7.584683	18.730679	17.92164	16.304335	19.683514	18.599633	8.610278	14.621273	15.188173	18.973084	8.377962	18.163877	18.917339	16.817051	19.816145	18.581618	16.745946	19.850879	NA	17.22233
TCGA-VD-A8K9	71	0	NA	1424	choroid	stage iia	t2a	nx	mx	female	2011	no	NA	NA	3	3	5	4	4	4	3	4	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	0	9.090909	18.181818	36.363636	36.363636	19.043837	19.634387	9.661404	19.443843	18.231823	18.800068	20.022015	19.711464	2.3484	-0.007334	2.3285	-0.002078	-0.003734	-0.98759	0.005692	0.005692	0.005692	0.005692	-0.000554	-0.000554	-0.005261	-1.0123	-0.010658	-0.007196	-0.000416	-0.000416	0.001387	0.003746	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.824	0.824	0	0	0.85	0	0	0	0	0	0	0	0	0	0.913	0	0	0	0	0.853	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.824	0.824	0	0	0.85	0	0	0	0	0	0	0	0	0	0.913	0	0	0	0	0.853	0	0	0	0	17.12545	19.34331	18.09738	20.82063	22.34192	20.17807	18.45434	20.14585	15.69774	20.37711	16.77631	11.44408	18.08828	17.056756	18.032092	15.739677	10.761476	15.628512	9.994075	16.867619	15.787835	21.309545	20.471169	20.461646	10.830176	17.257327	14.317982	15.402703	15.158397	18.029064	16.497086	18.631444	NA	17.547806	18.212198	18.706222	13.349646	13.139817	16.783476	14.990478	12.554424	18.619643	14.097314	16.955891	7.24489	11.011979	17.915455	19.523199	14.172878	15.760196	15.92113	NA	18.337488	17.852724	15.892711	19.215564	18.030711	10.194072	14.531322	15.474581	18.993011	NA	18.029593	19.069454	16.884763	18.648526	18.288803	16.691631	20.044076	NA	15.889909
TCGA-VD-A8KA	22	0	NA	1178	choroid	stage iib	t3a	nx	mx	male	2011	no	NA	NA	3	3	5	4	4	4	3	1	4	3	0	0	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	0	23.076923	7.692308	0	69.230769	19.550811	19.253434	8.260557	18.957304	18.505083	17.345968	20.250429	19.42008	1.8203	0.38436	1.7966	-1.0317	-0.8351	0.012376	-0.20871	-0.20871	-0.17727	-0.1785	-0.24509	-0.24509	-0.003878	-0.00457	0.002497	-0.000139	-0.048748	-0.048748	0.069812	-0.001801	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.01	0	0	0	0	0	0	0	-0.206	-0.206	0	0	0	0	1.784	0	0	0	0	0.966	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.01	0	0	0	0	0	0	0	-0.206	-0.206	0	0	0	0	1.784	0	0	0	0	0.966	0	0	0	0	17.21401	18.44502	17.99962	19.96342	21.78371	20.38997	18.35646	19.9974	15.48464	19.79637	17.04626	10.68067	18.32241	17.50533	17.677268	15.307483	8.998059	14.744582	11.42973	16.947045	16.652681	21.991658	20.332023	21.211711	12.558612	17.135543	16.590112	17.232428	15.240199	17.536225	15.913527	18.871669	NA	18.007338	18.335726	18.851162	10.484131	13.650614	16.888269	16.702106	12.178889	18.452329	13.366835	17.362593	6.996046	11.6194	18.31614	20.310899	13.71253	16.297244	16.861058	9.002095	18.720581	18.027406	16.002889	20.135041	18.04102	NA	14.729105	15.66234	19.03609	NA	18.690611	18.54543	16.607406	18.393081	18.945025	15.855786	20.544641	9.060862	17.824326
TCGA-VD-A8KB	66	0	NA	1354	choroid	stage iib	t3a	nx	mx	female	2011	no	NA	NA	3	3	5	4	4	4	3	4	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	10	10	40	5	35	19.650112	19.71758	8.670059	18.962486	17.78106	17.765106	20.561266	19.735224	1.5771	-0.005676	1.9269	-0.063435	-0.025008	-0.046513	-0.014503	-0.014503	-0.007886	-0.00761	0.024548	0.28105	0.030451	-1.0556	-0.005676	-0.20878	-0.01409	-0.056307	-0.04726	-0.00761	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.521	0.523	0	0	0	1.979	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.521	0.523	0	0	0	1.979	0	0	0	0	16.67414	18.42207	18.03948	16.21242	21.4791	20.30359	18.72763	20.04825	15.22399	19.63107	17.36743	10.86778	17.65329	17.198426	18.700737	14.880671	8.922135	14.790577	13.646587	17.075788	15.923606	21.198353	20.067331	19.909481	12.468881	17.2481	17.968614	13.973006	14.576781	17.942318	15.044437	18.749341	NA	18.446826	17.933552	18.94206	10.893633	14.346168	16.961622	17.218231	12.207787	18.492205	13.162692	17.546345	NA	11.80651	18.439743	20.638503	13.706995	16.92126	14.288239	9.411597	19.047876	18.275421	15.661342	20.30738	17.499707	6.85223	14.186208	16.034988	18.572723	6.619914	19.13066	18.703079	16.866824	18.373901	18.613498	15.724534	20.725205	NA	16.786051
TCGA-VD-A8KD	72	1	114	NA	choroid	stage iv	t4a	nx	m1	male	2012	no	NA	NA	5	1	4	1	5	1	1	1	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1e-06	0	13.636364	13.636364	9.090909	9.090909	54.545455	18.86278	18.3912	19.0474	19.63797	18.73815	18.35468	18.84443	19.87838	0.013492	1.0686	1.0697	-0.79001	0.009031	-0.001109	-0.82105	-1.2872	-0.80393	-0.82334	-0.79895	-0.79728	0.01215	0.022024	0.55307	-0.01037	-0.011205	-0.011205	0.027497	0.002497	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.823	-0.823	0	0	0	0	0	0	0	0	1.069	1.069	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.823	-0.823	0	0	0	0	0	0	0	0	1.069	1.069	0	0	0	0	17.10926	18.57788	17.34911	20.10708	20.91835	19.77208	15.67444	19.89244	14.67279	19.61991	15.68059	13.10557	18.75539	17.320536	17.178074	16.803292	16.175471	14.047921	13.296665	18.259699	16.184929	21.444462	25.661134	21.774674	13.366129	16.660286	17.271246	11.782369	16.571871	18.505208	16.409884	18.662977	6.70855	17.328814	17.128929	17.831597	16.839244	13.201983	16.828376	15.883944	14.945193	19.239941	12.544818	16.940116	13.950768	14.328552	17.966563	19.44049	15.419325	18.273574	16.320149	7.742498	18.072764	18.038506	16.370871	19.436375	18.416369	NA	14.376311	15.964691	18.969643	16.163919	17.908219	19.202157	16.929408	19.892429	18.796459	16.698578	19.688994	NA	16.801916
TCGA-VD-A8KE	74	0	NA	821	choroid	stage iia	t2a	nx	mx	female	2012	no	NA	NA	3	3	2	2	5	4	3	3	2	3	0	0	4	0	0	4	0	0	0	0	4	0	0	4	0	0	0	0	10.526316	5.263158	15.789474	21.052632	47.368421	19.5605	19.53228	12.94728	18.56352	18.73727	17.28619	20.24942	19.39705	0.96625	-0.002378	-0.002378	-0.002378	-0.002378	0.01082	-0.004592	-0.004592	-0.004592	-0.004592	-0.00728	-0.00728	-0.004039	0.96702	-0.002378	0.002197	0.00873	0.004372	0.009008	0.00414	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.967	0.967	0	0	0	0	0.96	0.96	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.967	0.967	0	0	0	0	0.96	0.96	0	0	16.68521	17.2864	16.95648	20.9433	21.24268	19.25234	16.65086	18.43609	14.26345	17.8114	15.06208	12.21009	17.47674	17.230668	18.059656	15.597366	9.899451	14.155051	11.41601	16.759903	16.54201	21.521094	21.870664	21.188454	13.879717	16.776005	18.152824	14.144439	15.419914	17.94569	15.845079	18.609665	NA	17.836946	17.764011	18.92404	11.826555	14.089407	16.921806	17.8692	13.47955	18.030155	15.015482	17.417492	7.830323	14.944003	17.962963	20.27638	14.832858	17.762894	16.212465	NA	18.775028	18.071485	16.046518	19.332923	18.137826	NA	14.727628	16.842603	19.234752	NA	18.879712	18.556585	16.37187	19.035857	18.62572	15.724342	20.276173	NA	17.900918
TCGA-VD-A8KF	68	1	40	NA	choroid	stage iiib	t4b	nx	mx	male	2013	no	NA	NA	1	4	4	1	5	1	2	6	3	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	16.666667	0	83.333333	18.62361	18.00917	15.29781	19.71482	18.60511	18.66958	16.28216	19.80648	0.05111	1.0339	1.0299	-0.026761	0.004254	-0.016476	-1.1159	-1.2929	-1.0727	-1.0727	-1.0708	-1.0759	0.01498	-0.020185	-0.89215	-0.000186	-0.009314	-0.009314	-0.017851	0.016517	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.073	-1.073	0	0	0	0	0	0	1.056	1.056	0.138	1.03	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.073	-1.073	0	0	0	0	0	0	1.056	1.056	0.138	1.03	0	0	0	0	17.38343	19.01946	17.20029	19.67346	21.15843	18.60879	15.75811	18.63836	16.48575	20.11488	15.60076	12.03282	18.59321	17.748228	18.224156	17.058704	13.167833	14.136189	11.004272	17.99547	15.996895	21.426495	22.042371	22.187977	12.766372	16.993225	17.181728	14.247275	15.701711	18.77053	16.318258	18.917091	6.805724	17.397668	15.856015	18.427478	11.321708	13.217543	16.200083	16.133725	13.601428	18.408708	12.770316	16.861504	9.833623	12.210337	17.803091	19.097289	14.550107	18.47608	15.93712	7.839672	18.086745	18.123816	16.581946	19.508518	18.20836	8.602233	14.599016	15.912277	19.223718	7.632951	18.24	19.422089	16.95205	19.899412	18.707896	17.009156	19.621269	NA	16.754575
TCGA-VD-A8KG	47	0	NA	19	choroid	stage iia	t2a	nx	mx	female	2012	no	NA	NA	3	3	5	2	4	5	3	4	4	3	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	1e-06	0	4.761905	9.52381	33.333333	19.047619	33.333333	19.78874	19.15434	10.40657	18.03724	17.45828	17.42813	20.55415	19.69952	3.4434	-0.012576	1.7329	0	0	0.00597	-0.013299	-0.013299	0.001803	0.001803	0.001803	-0.00374	-0.002355	-0.25176	-0.012576	-1.0309	-0.003076	-0.003076	0.002519	-0.008024	0	0	0.887	0.887	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.642	0	0	0	0	0	0	0	0	0	1.791	1.791	0	0	0	1.733	0	0	0.122	0.122	0	0	0.887	0.887	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.642	0	0	0	0	0	0	0	0	0	1.791	1.791	0	0	0	1.733	0	0	0.122	0.122	17.01243	17.87156	17.75839	20.76029	21.87952	21.49933	18.986	19.98279	13.9006	18.66457	16.69017	12.60429	17.57488	17.142489	17.994202	14.504609	10.02122	14.390672	11.970026	16.466726	16.351787	21.398538	22.616006	19.702693	11.983004	16.736593	16.367538	14.140677	15.17641	18.46325	15.859729	18.386401	NA	18.22441	17.93543	19.938783	12.875905	13.59933	16.953148	17.099006	13.193661	18.613265	12.184418	17.992836	10.777651	14.344479	18.551507	20.054895	15.221117	15.910528	16.192211	7.925719	19.538951	17.629547	15.647568	20.366296	18.739078	6.366352	15.401938	16.702101	19.026611	10.593468	17.994421	18.873115	15.954681	18.418295	18.868162	15.014284	20.414869	NA	18.106167
TCGA-VD-A8KH	69	0	NA	1158	choroid	stage iiib	t4b	nx	mx	male	2012	no	NA	NA	3	2	4	1	2	2	5	1	2	2	0	0	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	13.333333	6.666667	33.333333	6.666667	40	18.789548	19.514011	9.212145	19.304818	18.754751	18.369107	18.699553	19.691691	0.008892	-0.014228	0.88026	-0.95992	0.037359	-0.000416	0.036612	0.036612	0.055658	-0.99353	-0.98315	-0.98019	-0.022332	0.001248	-0.014228	0.001526	0.036512	0.036512	0.042449	-0.014228	0	0	0	0	0	0	0	0	-0.92	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.933	0	0	0	0	0	0	0	0	0	0.847	-0.964	0	-0.143	-0.143	0	0	0	0	0	0	0	0	-0.92	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.933	0	0	0	0	0	0	0	0	0	0.847	-0.964	0	-0.143	-0.143	16.8238	18.5589	17.12815	19.43666	21.07255	19.8974	17.07582	19.26632	15.58007	19.77621	16.45835	13.27493	18.38744	17.455871	16.866378	16.444256	12.007363	15.04997	11.775597	17.366599	16.508916	21.351067	21.904295	21.925804	12.522764	16.828091	16.574963	16.232708	15.434132	16.867026	16.724553	18.717275	NA	17.017327	19.354761	18.736696	13.283717	13.691578	16.985465	15.813173	13.130477	18.775174	13.326515	16.781232	7.725242	12.052203	17.582509	18.751212	14.611651	16.142893	16.396137	7.731291	18.217851	18.041078	15.948329	19.524998	18.220181	NA	13.622547	15.816706	18.929191	NA	19.387791	19.378886	16.968777	19.598516	18.371342	16.504199	20.178259	NA	17.093304
TCGA-VD-A8KI	68	1	1113	NA	choroid	stage iib	t3a	nx	mx	male	2012	no	NA	NA	4	4	3	3	2	2	2	7	1	1	0	0	0	0	0	7	0	0	0	0	0	0	0	7	0	0	0	0	9.52381	4.761905	28.571429	28.571429	28.571429	19.22639	17.73368	20.24261	18.36587	17.36818	16.93189	15.92158	19.57504	0.89728	2.529	2.4165	-0.071472	-0.028765	-0.044009	-0.95768	-0.95768	-0.91311	-0.94174	-0.89488	-0.93223	0.059651	-1.1311	-0.96817	-0.019452	-0.032996	-0.075878	-0.059807	0.016705	0	0	0	0	0	0	0	0	0.816	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.932	-0.932	0	0	0	0	0.897	-0.009	0	0	1.471	2.44	0	0	0	0	0	0	0	0	0	0	0	0	0.816	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.932	-0.932	0	0	0	0	0.897	-0.009	0	0	1.471	2.44	0	0	0	0	18.12818	17.40994	18.03434	20.67176	20.57133	20.56189	14.0407	20.63675	14.61313	19.28922	17.79567	13.2822	18.70662	16.933177	18.307702	14.824732	10.741609	13.068715	12.359146	16.937082	15.704546	21.306323	23.025426	22.286963	11.119297	17.000687	17.074915	19.522081	14.593257	18.428166	15.705556	18.69362	NA	18.591363	18.301004	19.208697	12.035036	13.568301	16.616052	16.594479	12.750552	18.705419	12.138508	17.207921	9.716875	12.041022	18.066572	20.174577	15.224961	17.837532	14.764826	8.553	19.39518	17.950745	15.805025	20.007928	18.340504	NA	14.944282	17.005229	18.89603	6.761317	18.216362	18.480929	16.345727	18.868665	18.119413	15.346265	20.477061	NA	17.418587
TCGA-VD-A8KJ	53	0	NA	1150	choroid	stage iib	t3a	nx	mx	male	2011	no	NA	NA	3	3	5	4	1	2	3	4	4	3	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	10	20	20	0	50	18.934937	19.263539	8.882594	19.708358	18.132315	18.228351	19.80339	20.17314	1.7071	1.611	1.3938	-0.001109	-0.014503	0.48113	-0.071873	-0.071873	-0.071873	-0.071873	-0.080199	-0.080199	-0.000416	-1.0834	-1.0365	-0.011335	0.016146	0.016146	0.021884	0.014051	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.481	0.481	0	0	0	0	0	0	0	0	0	0	-1.037	-0.104	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.481	0.481	0	0	0	0	0	0	0	0	0	0	-1.037	-0.104	0	0	0	0	17.85896	18.97748	17.47122	19.50388	22.10621	19.61783	17.24767	19.39571	16.51042	19.98678	16.92856	12.40224	18.55591	17.055239	18.1488	16.130849	10.660738	14.572807	12.636729	17.431183	15.987579	21.293535	21.413152	17.594634	12.583861	17.13566	17.782975	12.700762	15.459471	17.601868	16.660184	18.721975	NA	17.573537	17.900197	18.545036	11.162752	14.149879	16.599586	17.003239	13.3817	18.371696	14.548624	17.039903	5.881117	12.678969	17.78594	19.467177	14.607062	17.992689	14.957378	NA	18.336732	17.789576	15.971402	19.052026	18.154673	6.327799	14.123508	16.579167	18.969852	NA	17.993686	19.152367	16.747812	19.001948	18.049041	16.794927	19.747673	6.945934	16.623767
TCGA-VD-A8KK	54	0	NA	64	choroid	stage iiia	t4a	nx	mx	male	2013	no	NA	NA	4	4	3	3	2	2	4	6	3	1	6	0	0	0	0	4	0	0	6	0	0	0	0	4	0	0	0	0	6.25	6.25	18.75	43.75	25	19.05586	17.9584	17.95154	18.74854	18.37623	17.47698	16.90709	19.78495	0.028763	0.024268	1.004	-0.031359	0.004302	-0.015329	-0.95784	-0.9254	-0.9254	-0.94306	-0.91047	-0.93917	0.029184	0.007361	-0.027671	-0.011479	-0.035312	-0.05028	-0.024661	0.070673	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.117	0	0	0	-0.91	-0.91	0	0	0	0	0	0	0	0	0	0.98	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.117	0	0	0	-0.91	-0.91	0	0	0	0	0	0	0	0	0	0.98	0	0	0	0	16.41911	17.42898	17.39504	19.91028	20.63589	18.9127	15.02631	19.77133	13.44205	18.92417	17.81375	13.82839	17.56714	16.94412	17.5164	16.03839	11.86568	14.40827	12.43485	17.78086	15.76239	21.98075	23.27117	22.14443	12.20384	16.3718	19.11241	15.66963	14.85078	19.0144	15.57784	19.02935	NA	17.82818	18.03674	18.64931	12.99945	14.35777	16.57868	17.66744	13.8328	18.34837	11.41569	17.15393	10.03359	13.16509	17.81392	19.99056	15.06014	17.18029	16.87881	NA	19.17259	17.85803	15.78338	19.96688	18.21619	10.76978	13.98536	16.61717	18.64783	10.77847	19.15907	18.67223	16.61488	18.94814	18.24655	15.72951	20.46848	NA	17.36477
TCGA-VD-A8KL	77	0	NA	638	choroid	stage iib	t3a	nx	mx	female	2013	no	NA	NA	4	4	3	3	4	2	2	6	1	1	6	0	0	0	4	0	0	0	6	0	0	0	4	0	0	0	1e-06	0	0	25	20	10	45	19.05087	17.78204	16.32819	18.49502	17.53456	17.22321	19.49788	19.42582	0.6821	1.3303	1.3419	-0.005173	-0.005173	0.4966	-0.68946	-0.68946	-0.68946	-0.68946	-0.68873	-0.68873	-0.010696	-0.005449	1.3303	0.38827	-0.006693	-0.006693	0.63712	0.004669	0	0	0.388	0.388	0.638	0.638	0.655	0	0	0	0	0.637	0.637	0	0	0	0	0	0	0	0	0.655	0.657	0.527	0.527	-0.689	-0.689	0	0	0	0	0.682	0	0.686	0.686	1.33	1.33	-0.693	-0.693	0.138	0.138	0	0	0.388	0.388	0.638	0.638	0.655	0	0	0	0	0.637	0.637	0	0	0	0	0	0	0	0	0.655	0.657	0.527	0.527	-0.689	-0.689	0	0	0	0	0.682	0	0.686	0.686	1.33	1.33	-0.693	-0.693	0.138	0.138	16.83819	17.08317	17.38885	19.91124	21.38699	19.44071	16.9706	19.95311	12.09443	18.69977	16.89437	12.78894	18.27903	17.15628	18.019257	15.710541	11.286909	13.937748	13.086169	17.403852	15.770539	22.078935	21.529398	21.999204	14.025892	17.043948	19.98383	15.372635	14.142389	18.972082	15.858689	18.241183	NA	18.704457	18.223336	18.799054	12.443963	13.567932	16.90464	17.741932	12.911995	18.619572	12.087331	17.915477	NA	12.85641	18.332113	20.389599	14.473344	16.787175	16.399089	NA	19.856185	17.961185	16.156472	20.615821	18.22441	12.095325	14.813023	16.952196	19.016252	8.804116	19.282335	18.736878	16.875096	18.974546	18.500651	15.358963	21.073013	NA	17.39857
TCGA-VD-A8KM	65	0	NA	4	choroid	stage iib	t3a	nx	mx	male	2013	no	NA	NA	5	1	1	1	2	1	2	6	1	1	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	15.789474	10.526316	31.578947	26.315789	15.789474	18.37895	18.02762	20.77422	19.27113	17.97406	17.93288	17.08141	19.80712	0.47024	0.47151	1.3586	-0.017926	-0.001595	0.002565	-0.47715	-0.47715	-0.47715	-0.47715	-0.47295	-0.47295	0.002565	0.00437	-0.49199	-0.004225	-0.48402	-0.48402	-0.009061	0.00437	0	0	0	0	0	0	0	0	0	0.478	-0.006	0	0	0	0	0	0	0	0	0	0	0.911	0	0	0	-0.477	-0.477	0.476	0	0	0	0.466	0	0	0	0	0.469	0	0	0	0	0	0	0	0	0	0	0	0	0	0.478	-0.006	0	0	0	0	0	0	0	0	0	0	0.911	0	0	0	-0.477	-0.477	0.476	0	0	0	0.466	0	0	0	0	0.469	0	0	0	0	17.17881	17.99854	17.54866	19.7823	19.93749	19.37609	15.58374	20.22183	13.95714	19.91869	16.33552	14.82868	18.31856	17.033868	18.068178	16.174651	15.750808	14.292854	15.12903	17.526579	16.173373	20.76124	25.784692	20.973851	15.230357	16.64376	19.567707	15.132221	16.363391	17.736103	15.906179	18.875206	9.436249	17.310169	15.576337	18.393735	18.35238	13.192716	16.784246	15.408571	16.365014	19.243081	12.498329	16.424768	14.762701	15.280147	17.924012	19.60915	16.820578	17.665464	15.678668	11.122273	18.430166	17.293899	16.097315	18.864105	18.499223	8.425402	14.827599	18.343807	19.124077	17.880987	17.657927	18.859904	16.83038	19.246098	18.362038	16.599788	19.409557	NA	15.830698
TCGA-VD-A8KN	60	0	NA	68	choroid	stage iia	t2a	nx	mx	female	2013	no	NA	NA	5	1	1	3	2	2	2	7	1	1	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	18.181818	18.181818	18.181818	0	45.454545	18.99544	18.01366	17.83596	19.1051	18.57563	17.53185	16.28054	19.76114	0.14399	1.8675	1.8675	-0.013815	0.004997	-0.01409	-0.92443	-0.92443	-0.92443	-0.92443	-0.92443	-0.92443	0.017881	-0.11273	-0.03286	-0.01409	-0.09446	-0.10355	-0.007334	0.016705	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.924	-0.924	0	0	0	0	0.144	0.031	0	0	0	1.867	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.924	-0.924	0	0	0	0	0.144	0.031	0	0	0	1.867	0	0	0	0	17.61973	17.86449	17.93874	19.58364	21.07759	19.57115	17.11874	19.96943	15.43877	20.09923	16.88133	13.83109	18.81035	17.507535	18.254616	15.914537	13.246325	14.207046	12.876541	17.442239	16.298294	21.402675	23.849376	21.455844	13.80575	17.075452	18.364467	15.790081	15.500716	17.647425	15.810444	18.985687	7.09303	17.975744	17.61712	18.756713	12.746517	13.377235	16.545666	16.501984	14.765103	18.696014	13.026595	17.195989	12.495968	15.794909	17.954473	19.87163	15.803805	17.415766	16.451572	8.126978	18.760968	17.544203	16.551374	19.661727	18.448514	9.152573	14.53304	17.349896	19.128523	8.657223	18.072579	18.643658	16.526004	19.358076	18.620788	16.092531	19.978596	7.185745	16.738182
TCGA-VD-A8KO	51	0	NA	795	choroid	stage iia	t2a	nx	mx	male	2012	no	NA	NA	3	3	5	4	3	4	3	3	2	2	0	0	2	0	0	4	0	0	0	0	2	0	0	4	0	0	0	0	0	0	42.857143	0	57.142857	18.756686	19.689266	6.864058	19.90722	18.926501	18.758357	19.262135	19.640748	1.0157	-0.002707	-0.002707	-0.001524	-0.001524	0	-0.003203	-0.003203	0.005275	0.001803	0.001803	0.001803	-0.002078	0.005692	0.004997	1.0164	0.003608	-0.018478	-0.006367	0.002497	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.01	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.01	0	0	0	0	0	0	0	0	0	16.91207	19.48735	16.59839	20.65011	22.84522	19.42694	18.85794	17.95049	16.42848	19.43965	15.54666	11.64674	18.15849	18.013626	17.97702	17.707669	13.886963	15.079463	10.518658	17.563397	17.208624	21.331369	20.672602	19.704441	12.247843	17.170518	15.942308	12.830822	16.095033	17.742453	17.404061	19.331418	NA	16.796219	18.566067	18.71508	12.7199	13.851678	16.915008	17.056847	12.506755	18.233021	15.517898	17.510237	7.769472	12.263543	18.271334	18.96949	14.144919	16.586465	17.820169	NA	18.668979	17.786957	16.893079	19.510115	18.877155	8.216154	15.02467	14.954045	19.944184	NA	17.506803	19.753974	17.105071	18.377663	18.278168	17.335239	19.874126	NA	17.057501
TCGA-VD-AA8M	64	0	NA	6	choroid	stage iia	t2a	n0	m0	male	2013	no	NA	NA	3	3	2	2	4	4	3	3	4	3	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	1e-06	0	0	15	20	35	30	19.737307	20.299202	9.007925	18.153784	17.969817	17.300145	20.361483	19.264436	0.05694	-0.002355	-0.002355	0.034113	0.004107	0	0.008196	0.008196	0.008196	0.008196	-0.014916	-0.000693	-0.001581	-0.002594	-0.002355	0.003608	-0.094724	-0.094724	-1.2929	-0.001891	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.132	0.132	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.132	0.132	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	16.9471	16.97406	17.24733	20.28007	21.73478	19.78573	16.31481	19.25766	14.43345	17.98537	15.91547	12.79061	17.4091	17.03947	18.38232	13.942	11.58193	13.06814	11.91406	16.44287	16.70538	21.52221	21.37034	18.36107	12.49863	16.18322	16.84286	13.47899	15.08383	18.2742	15.11632	18.32519	NA	16.93624	18.21316	19.21402	12.53406	13.78426	16.66442	18.36653	12.94702	18.62328	14.96472	17.32792	10.20285	14.30357	18.20103	19.51513	14.42142	17.81834	15.40679	NA	18.63345	17.07923	14.72701	19.7276	18.15293	10.36002	14.55413	16.27755	18.59593	6.95778	17.59638	19.34945	15.39733	17.91169	17.58081	14.60519	19.3786	NA	17.9734
TCGA-VD-AA8N	86	0	NA	44	choroid	stage iib	t3a	n0	m0	male	2013	no	NA	NA	4	4	3	3	1	1	2	2	1	1	4	0	0	0	4	0	0	0	4	0	0	0	4	0	0	0	0	0	11.111111	22.222222	22.222222	22.222222	22.222222	18.91973	17.92188	16.34857	18.54021	18.30078	17.41169	18.99978	19.40574	0.0114	0.81806	1.5978	-0.029038	-6.6e-05	0.004441	-0.92711	-0.92711	-0.83825	-0.83825	-0.82741	-0.82741	0.015866	-0.8605	-0.86554	-0.007058	-0.85623	-0.91364	-0.026851	0.010703	0	0	0	0	0	0	0	0	0	0	-0.837	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.838	-0.838	0	0	0	0	0	-0.824	0	0	0.706	1.571	0	0	-0.118	-0.118	0	0	0	0	0	0	0	0	0	0	-0.837	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.838	-0.838	0	0	0	0	0	-0.824	0	0	0.706	1.571	0	0	-0.118	-0.118	16.95005	16.9832	17.71871	19.2846	20.7419	18.95043	14.67276	20.20339	12.49105	19.34173	16.9343	13.14541	18.21301	16.846251	18.030052	15.993739	12.710726	13.3646	12.379896	16.640238	16.038859	21.094771	24.70723	21.664732	12.631034	16.902693	19.0881	15.645266	14.596685	19.02523	15.325743	18.589644	9.240242	17.911024	17.977676	19.031667	13.493191	13.134213	17.040801	17.300494	14.700011	17.632884	12.109676	17.470941	11.438065	14.154529	17.8476	20.216833	15.491585	17.178078	15.918541	NA	19.489167	17.679826	15.825015	19.667365	18.243221	8.714822	14.32861	17.832451	18.478166	9.482507	18.452931	19.218463	16.698736	19.130767	18.364	15.417201	20.344537	9.332957	16.224045
TCGA-VD-AA8O	77	1	606	NA	choroid	stage iib	t3a	n0	m0	male	2013	no	NA	NA	4	4	3	3	2	1	1	1	1	1	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	0	13.333333	13.333333	26.666667	6.666667	40	18.9304	18.30731	18.46726	18.41461	18.03364	16.63435	17.81804	19.46126	0.020903	0.59458	0.59458	-0.61853	-0.57743	-0.042924	-0.5717	-0.5717	-0.57555	-0.56873	-0.57279	-0.57279	0.022865	-0.017941	0.46007	0.005136	-0.063166	0.022444	0.51385	-0.60284	-0.575	-0.575	0	0	-0.574	-0.574	0	0.517	-0.595	0	0	0.514	0.514	-0.592	-0.592	0	0	-0.574	0.528	0.483	0.483	0.548	0	0	0	-1.293	-1.293	-0.557	-0.557	0	0	0	0	0.544	0.544	0.567	0.567	-0.585	-0.585	-0.121	-0.121	-0.575	-0.575	0	0	-0.574	-0.574	0	0.517	-0.595	0	0	0.514	0.514	-0.592	-0.592	0	0	-0.574	0.528	0.483	0.483	0.548	0	0	0	-1.293	-1.293	-0.557	-0.557	0	0	0	0	0.544	0.544	0.567	0.567	-0.585	-0.585	-0.121	-0.121	17.32542	17.10757	17.69932	18.17438	20.4235	19.4467	17.63762	19.77741	12.0825	18.99657	16.50094	13.12388	18.18862	17.239765	17.368404	15.269584	11.24863	14.390382	11.095338	18.100248	15.951401	21.607078	24.173993	22.947915	12.291334	17.094451	17.349903	12.611359	15.673107	19.158197	15.282023	18.282877	7.633756	18.258297	16.080769	19.045724	11.330312	13.622884	17.287473	17.608722	13.568862	18.309082	11.997955	18.236147	9.983582	13.598669	17.676907	20.361606	14.730124	17.414442	15.788764	8.667703	19.271144	17.418083	16.694929	19.521271	18.272303	NA	14.905881	16.098762	18.81067	7.87602	18.7665	19.350192	16.934615	19.715152	19.511358	15.971707	20.414875	10.726471	17.714022
TCGA-VD-AA8P	64	0	NA	86	choroid	stage iib	t3a	n0	m0	female	2013	no	NA	NA	4	4	3	3	3	1	1	1	3	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	7.692308	38.461538	53.846154	19.29551	17.98634	10.87078	18.794	18.56342	17.80403	19.13915	19.87269	0.00208	0.96042	1.0285	-0.98604	-0.98604	-0.033132	-0.98927	-0.98927	-0.99183	-1.0098	-0.9809	-1.0003	-0.9343	0.050392	-0.009129	-0.001663	-0.004155	-0.004155	-0.005538	0.001803	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.018	0.983	0	0	0	0	0.812	0	-0.981	-0.981	0	0	0	-0.919	0	0	0	0	0.96	0.96	0.933	0	-0.107	-0.107	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.018	0.983	0	0	0	0	0.812	0	-0.981	-0.981	0	0	0	-0.919	0	0	0	0	0.96	0.96	0.933	0	-0.107	-0.107	16.93369	17.96692	17.77406	16.92301	21.68603	19.41174	14.61592	19.38335	13.92871	19.38718	16.6034	12.84611	18.57532	17.901166	17.508874	15.823395	11.578535	13.834869	12.63859	17.595377	16.130852	22.21972	21.793713	22.873882	12.59226	17.149807	17.362607	15.914392	15.507804	16.722507	15.663085	18.612158	7.355978	18.634114	17.976821	19.332558	10.965071	14.025734	16.716914	16.818682	13.677364	18.123616	13.452482	17.476824	7.383877	13.808685	18.023418	20.023123	14.971375	18.03078	17.181819	NA	19.06233	17.02069	16.70294	19.655264	17.966314	NA	14.583366	17.390814	18.83643	NA	19.165975	18.863944	16.81936	19.1827	18.705267	15.927797	19.963174	NA	17.656585
TCGA-VD-AA8Q	71	1	636	NA	choroid	stage iib	t3a	n0	m0	male	2013	no	NA	NA	2	2	2	2	3	3	3	3	4	2	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	1e-06	0	0	20	10	15	55	18.86283	19.88045	11.02229	18.64481	18.7048	17.31637	20.17613	19.3168	-0.001663	-0.006643	-0.006643	0.007639	-0.00175	-0.000832	0.004997	0.004997	0.004997	0.004997	0.001395	0.0075	0.000277	0.000971	-0.006643	-0.015181	0.020063	-0.012114	-0.78024	-0.074635	0	0	0	0	0	0	0	0	0	0	0	-0.761	-0.761	0	0	0	0	0	0	0.978	0.978	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.761	-0.761	0	0	0	0	0	0	0.978	0.978	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17.05861	16.59611	17.3503	19.21545	19.36083	17.76138	16.06741	18.68987	15.96469	18.1272	16.5745	13.95698	17.2981	16.455868	16.803708	14.399527	10.759796	13.339669	12.744008	17.1024	15.557945	21.280328	23.923428	20.444728	14.154099	15.36269	18.380194	16.284135	15.438928	18.110051	15.241394	18.985159	8.729884	16.929908	15.726236	18.588608	12.798409	12.749386	17.276687	19.029551	14.355663	18.216207	15.02253	16.904	8.757783	16.59615	17.894324	19.574787	15.855696	17.635929	14.459408	NA	18.730882	17.432731	14.807828	19.347085	18.129556	8.204465	13.070125	16.812107	18.217909	8.972149	18.734387	18.46049	16.007806	17.80547	17.568625	15.082694	19.960764	NA	17.807756
TCGA-VD-AA8R	78	0	NA	6	choroid	stage iib	t3a	n0	m0	female	2013	no	NA	NA	3	3	2	2	3	3	3	3	2	2	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	0	0	7.142857	35.714286	21.428571	21.428571	14.285714	19.116604	20.337849	8.183618	18.920564	18.736711	18.295638	19.68746	19.630365	0.002576	0.001327	0.001327	-0.001342	-0.001342	-0.007308	0.002298	0.002298	0.002298	0.002298	0.002298	0.002298	0.002021	0.001424	0.001327	0.001327	-0.000337	-0.000337	0.000356	-0.000475	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	17.166095	18.526077	16.97299	12.191809	20.867031	16.980025	16.322843	18.177753	16.243138	19.056377	14.503654	9.381336	17.978353	17.869497	18.144241	15.234914	13.523157	13.47874	10.969462	16.561405	17.059539	22.311946	20.470755	20.62347	10.567403	16.990238	12.947707	14.970833	16.228901	17.495429	15.991773	18.933729	NA	16.991994	17.006205	18.787473	12.454498	12.455031	16.630656	17.61832	12.637282	18.279736	13.231949	16.916323	5.919107	12.952337	18.010872	18.737572	14.142551	17.798671	16.280604	7.925156	17.647956	17.941083	16.388789	18.688646	18.406154	11.22377	14.070469	14.417615	18.788215	NA	17.768523	19.271122	16.635942	19.014411	18.852664	16.324508	20.021294	NA	16.909138
TCGA-VD-AA8S	40	0	NA	427	choroid	stage iia	t2a	n0	m0	male	2013	no	NA	NA	3	3	5	2	4	5	3	3	4	3	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	20	60	0	20	19.84721	19.20039	NA	18.16297	17.69782	16.55666	20.4751	19.83273	3.6569	0.89628	0.89106	-0.000693	-0.000269	0.80597	-0.013264	-0.013264	0.007222	0.007222	-0.00457	-0.00457	-0.004016	-0.002078	0.89628	0	0.001109	0.001109	0.87528	0.000971	0	0	0	0	0	0	0	0	0	0	0	0.875	0.875	0	0	0	0	0	0	0	0	0	0	0.819	0.819	0	0	1.703	0	0	0	1.742	1.742	0	0	0.896	0.896	0.888	0.888	0.218	0.218	0	0	0	0	0	0	0	0	0	0	0	0.875	0.875	0	0	0	0	0	0	0	0	0	0	0.819	0.819	0	0	1.703	0	0	0	1.742	1.742	0	0	0.896	0.896	0.888	0.888	0.218	0.218	17.20449	17.8977	17.38531	20.89822	22.49329	20.33735	17.84539	19.53739	14.58567	18.22797	16.80236	13.28734	17.68725	16.540082	18.169835	14.097618	9.235495	13.914903	12.815557	16.451727	15.529557	20.914453	22.462445	19.297288	15.223909	17.152057	21.169093	15.624413	14.85424	17.580731	14.732718	18.016624	7.427975	19.032574	17.163352	19.178643	12.591657	14.084907	16.472608	17.858164	13.607008	18.291624	13.967261	17.328922	8.777802	15.159398	17.852258	21.143421	15.819248	17.024096	14.410715	8.461923	19.16652	18.428136	15.777847	20.219563	17.584779	6.902555	15.040268	18.234349	18.298573	NA	19.240205	18.475752	16.733378	18.979832	19.553052	15.692398	20.714036	7.52069	18.078777
TCGA-VD-AA8T	83	0	NA	49	choroid	stage iia	t2a	n0	m0	female	2013	no	NA	NA	1	4	4	1	3	1	1	1	3	1	6	0	0	0	4	0	0	0	6	0	0	0	4	0	0	0	0	0	23.076923	15.384615	15.384615	15.384615	30.769231	18.921903	18.42189	9.220707	19.940789	18.773411	19.092294	16.840811	20.219058	0.010304	0.93694	0.99865	-1.0681	0.039356	-0.002752	-1.0169	-1.0169	-0.9952	-0.9952	-1.0078	-0.99438	0.006962	0.019521	0.93694	-0.011314	-0.012282	0.021342	0.017702	-0.001921	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.995	-0.995	0	0	0	0	0	0	0	0	0.937	0.937	-0.991	-0.991	-0.101	-0.101	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.995	-0.995	0	0	0	0	0	0	0	0	0.937	0.937	-0.991	-0.991	-0.101	-0.101	16.74215	18.7839	17.17133	17.51482	21.24149	19.54283	15.88068	19.08706	13.89092	19.80132	15.96007	12.50589	18.4774	17.710651	17.108878	16.911349	13.969437	13.547254	11.768392	17.913824	16.512325	21.259029	20.984805	21.500618	13.363484	16.647979	17.823535	14.497069	15.945901	18.416989	16.320226	18.72	NA	17.446701	16.208995	18.290773	12.661512	12.24548	16.407137	16.734206	14.012082	18.128426	13.567119	16.726514	9.00059	13.783423	17.545683	18.884455	14.823497	17.727937	16.163033	NA	17.885367	18.25201	16.63464	19.529115	18.07963	NA	14.48215	16.097406	18.999774	5.755525	17.87468	18.947044	17.007618	19.171922	18.718882	16.789422	19.949855	NA	17.085433
TCGA-WC-A87T	64	0	NA	2600	choroid	stage iib	t3a	n0	m0	male	2007	no	white	not hispanic or latino	3	3	4	4	3	3	3	3	2	2	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	33.333333	22.222222	11.111111	33.333333	18.69857	20.20759	7.51264	18.98604	18.53321	18.5387	19.60864	20.05987	0.89688	0	0	-0.002494	-0.002494	-0.92602	0.002636	0.002636	-6.9e-05	-6.9e-05	-6.9e-05	-6.9e-05	0.001387	0.002358	0	0.00208	-0.007886	-0.007886	-0.012713	0.000139	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	16.88357	19.07495	16.59232	19.62906	20.23243	18.14452	15.30169	18.18206	16.97135	19.21777	15.54888	11.61725	18.10333	17.333976	17.827302	16.406395	12.487182	14.312021	10.607813	17.254251	16.144301	21.129984	20.379373	19.962581	9.588303	16.503865	13.481727	11.679703	16.332224	19.012797	16.479323	18.890204	NA	16.978918	15.542627	18.611736	9.584212	13.902698	16.509537	17.799109	12.896095	17.971405	15.528079	16.615063	6.833092	12.209806	17.697112	18.855474	14.451396	17.14972	15.919024	NA	17.769367	17.73888	16.229775	19.03652	18.094598	7.279774	14.392624	14.369568	19.218621	6.047458	17.852669	19.322224	17.354603	18.504478	18.337597	17.025737	19.800532	NA	16.466429
TCGA-WC-A87U	73	1	1581	NA	choroid	stage iiia	t3b	n0	m0	male	2007	no	white	not hispanic or latino	3	3	5	4	3	4	3	3	2	2	0	0	4	0	0	4	0	0	0	0	4	0	0	4	0	0	0	0	5.263158	10.526316	52.631579	0	31.578947	18.753138	20.136349	8.437331	19.355646	18.608381	18.474129	19.637519	19.90781	1.0744	-0.000513	0.001526	-0.001801	-0.001801	-0.001498	-0.000472	-0.000472	-0.000472	-0.000472	0.006387	-0.003878	0.002219	-0.000693	-0.000513	0.001942	0.001942	0.001942	-0.002632	-0.000277	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.062	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1.062	0	0	0	0	0	0	0	0	0	16.88153	18.89337	16.90863	19.60615	20.44894	17.49243	16.37973	18.2638	16.06649	19.1112	15.65456	12.69394	18.1566	17.23007	17.564354	16.212442	12.011335	14.309921	11.454501	17.31152	16.281245	21.158802	21.183354	19.518586	13.623177	16.272573	17.907435	13.286912	16.009815	17.748312	16.32757	19.015303	7.144922	17.278278	17.691471	18.569574	11.213447	13.659835	16.800478	17.855466	13.129782	18.034683	14.788544	16.645287	9.494748	12.711286	17.429081	18.981762	14.652604	17.627079	15.077538	NA	17.998273	17.700194	16.046674	19.054537	18.187288	NA	13.723474	15.428352	19.050437	NA	18.007226	19.431506	17.215859	18.53817	18.394541	16.70142	20.111652	9.559565	17.27342
TCGA-WC-A87W	57	0	NA	1703	choroid	stage iia	t2a	n0	m0	female	2010	no	white	not hispanic or latino	3	3	4	4	4	4	3	3	3	2	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	0	22.222222	22.222222	55.555556	19.05417	19.66417	10.22418	19.8416	18.58923	19.34094	19.62286	19.80735	0.95795	0.021323	0.021323	-1.0535	-1.0018	0.045282	0.006804	0.006804	0.006804	0.006804	0.006804	0.006804	-0.96452	0.002358	0.021323	0.002497	-0.008853	-0.008853	-0.003463	-0.29922	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.299	-0.299	0	0	-0.986	0	0	0	0	0	0	0	0	0	0	0	0	-0.945	0.921	0	0	0	0	0	0	0	-0.101	-0.101	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.299	-0.299	0	0	-0.986	0	0	0	0	0	0	0	0	0	0	0	0	-0.945	0.921	0	0	0	0	0	0	0	-0.101	-0.101	16.73802	19.4955	17.23192	20.03172	22.11764	19.03044	17.71175	18.25959	16.83994	19.61102	15.67844	11.93647	18.01607	17.694334	17.615735	16.735621	12.271785	14.387447	10.787631	17.435832	16.408592	21.381485	21.369428	21.315054	15.812697	16.771811	18.415337	14.114402	16.159582	17.717804	16.617881	19.104252	6.709378	18.18601	17.595111	18.803147	11.176452	13.614237	16.894318	16.686655	13.559787	18.197838	15.350602	16.846042	9.059204	13.370899	18.036167	19.628585	15.640461	18.373318	16.454544	8.743325	17.799207	17.979401	16.619534	19.793496	18.493937	6.183958	14.32312	17.551447	19.231736	5.951642	18.884673	18.773148	17.21365	18.367928	18.824312	17.000272	20.012173	NA	17.024289
TCGA-WC-A87Y	59	1	1314	NA	choroid	NA	t3	n0	m0	male	2011	yes	white	not hispanic or latino	2	2	1	1	1	2	2	6	1	1	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	7.692308	15.384615	30.769231	23.076923	23.076923	18.63407	18.23685	18.31926	19.20333	18.88688	18.17504	17.29541	19.72004	0.006725	1.602	1.5806	0.001526	0.001526	-0.003878	-0.70684	-0.70684	-0.70684	-0.70612	-0.70148	-0.70148	-0.001663	0.008196	-0.26805	-0.008991	-0.002632	-0.002632	0.000693	0.006665	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.701	-0.701	0	0	0	0	0	0	0	0	1.334	1.602	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.701	-0.701	0	0	0	0	0	0	0	0	1.334	1.602	0	0	0	0	17.92387	18.15459	17.65245	18.96289	20.6325	19.55498	15.31619	19.77117	15.983	19.85901	16.23713	12.09415	18.7475	17.542131	18.136937	16.648877	13.33581	13.87437	12.928097	17.813842	16.026285	22.736264	24.201049	21.604225	14.223628	16.64942	16.72864	14.514507	16.185329	18.440536	16.195254	18.687871	10.636439	17.536261	17.371405	18.315536	14.113429	13.562119	16.406992	16.13679	14.961048	18.607292	16.51893	16.585113	12.443948	14.115704	17.783636	19.171865	15.469178	18.045896	15.143944	11.222928	18.261676	17.652995	16.523775	19.21987	18.486322	7.789091	14.67676	16.538889	18.951666	11.016207	18.016379	18.795674	16.748315	19.592482	18.447622	16.631401	19.629757	7.822263	16.666558
TCGA-WC-A880	63	0	NA	1258	choroid	stage iiia	t4a	n0	m0	male	2011	no	white	not hispanic or latino	3	3	5	2	4	5	3	3	4	3	0	0	4	0	0	4	0	0	0	0	4	0	0	4	0	0	0	0	0	0	50	0	50	19.344716	20.111676	8.911785	19.109753	18.202777	18.045004	19.928236	19.514793	0.92229	0.002219	0.000555	-0.002355	-0.002355	0.001803	-0.002817	-0.002817	-0.002817	-0.002817	-0.000277	-0.000277	0.003191	-0.002494	0.002219	-0.97317	0	0	-0.007334	0.001526	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.891	0.891	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.891	0.891	0	0	0	0	0	0	0	0	16.92058	18.40056	16.77165	20.92255	21.39453	19.81535	16.75559	17.84174	14.61085	18.64127	14.90559	12.19697	17.98323	16.156558	17.755948	15.472802	11.471289	14.719049	11.218461	17.021072	15.025094	21.233815	21.118516	14.67034	13.046341	16.896437	16.693616	12.847522	15.78147	17.605679	16.692086	17.939017	NA	17.398093	17.232959	19.038355	11.671412	13.788624	16.978055	17.304354	12.97898	18.286421	15.746198	17.033805	9.932676	14.048236	17.439268	19.694947	14.468978	16.240476	15.956746	10.238285	18.421065	17.622896	16.128229	19.050456	17.725964	6.678918	13.700428	15.766369	19.756263	6.446603	18.046384	18.957038	16.787071	18.219795	18.570457	16.505993	20.082242	NA	17.474855
TCGA-WC-A881	75	0	NA	1065	choroid	stage iib	t3a	n0	m0	male	2011	no	white	not hispanic or latino	3	2	5	4	4	4	3	4	4	3	0	0	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	16.666667	8.333333	16.666667	8.333333	50	18.471691	19.912422	7.530261	19.628759	18.118713	18.153687	19.79854	20.497032	0.94507	-0.007886	1.769	-0.92189	0.016985	0.007222	0.00931	0.00931	0.007309	0.01447	-0.017666	0.033831	-0.013892	-0.98097	-0.007886	0.011261	-0.88619	-0.96646	0.040751	-0.01904	0	0	0	0	0	0	0	0	0	-0.955	-0.955	0	0	0	0	0	0	-0.922	0	0	0	0	0	0	0	0	0	0	0	0	0	0.945	-0.958	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.955	-0.955	0	0	0	0	0	0	-0.922	0	0	0	0	0	0	0	0	0	0	0	0	0	0.945	-0.958	0	0	0	0	0	0	0	0	16.8338	18.31689	18.40507	19.61012	21.52683	19.1358	18.15845	20.07731	15.97768	20.02705	17.62623	12.63487	17.75191	16.896941	16.711232	16.148958	11.504803	14.817889	11.625434	16.688005	15.965987	20.612956	21.856633	19.344578	11.42306	16.596977	15.214733	12.749792	14.155213	17.906996	16.225832	18.942778	7.822815	17.454716	17.992142	18.467929	11.239263	12.287101	17.439251	17.80355	13.432826	17.172831	13.232817	17.072463	9.850713	14.534609	18.042999	19.635196	14.904232	16.060211	14.733404	8.856762	18.989206	17.876271	15.656555	19.445825	18.036232	NA	13.700556	16.412724	19.044932	NA	18.630201	19.09825	17.154294	17.612291	18.523301	16.337644	20.282311	NA	15.856891
TCGA-WC-A882	50	0	NA	1112	choroid	stage iib	t2b	n0	m0	female	2012	no	white	not hispanic or latino	2	2	3	2	3	2	1	1	3	1	0	0	0	0	4	0	0	2	0	0	0	0	4	0	0	2	0	0	10	30	20	10	30	20.10204	18.83894	11.06317	17.59947	17.67073	16.95209	19.65805	18.7284	0.10016	-0.014503	0.67048	-0.66356	-0.66356	0.18852	-0.66707	-0.66707	-0.66707	-0.67177	-0.92927	-0.83228	-0.00194	0.008101	-0.014503	-0.008715	-0.005261	-0.005261	0.010982	0.004163	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.664	0	0	0	-0.7	0	0.189	0.189	-0.866	-0.866	0	0	0	0	0	0	0	0	0	0.658	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.664	0	0	0	-0.7	0	0.189	0.189	-0.866	-0.866	0	0	0	0	0	0	0	0	0	0.658	0	0	0	0	16.80661	17.07821	17.5397	17.91519	20.23559	18.33542	17.08352	20.37654	13.74145	17.87317	17.50044	12.67592	17.31986	16.51015	18.070959	13.754508	12.163239	13.380541	13.369843	16.250188	16.574323	22.289181	24.173182	20.945863	14.776258	16.667429	20.221185	17.467808	14.465725	19.313937	15.910297	17.808156	9.770757	18.494704	19.909289	18.701158	12.772167	13.453223	16.158493	19.11764	13.042898	18.146869	13.350684	17.004919	9.383618	16.27572	18.230966	20.84118	15.821801	16.686225	15.368637	NA	18.996223	17.619893	15.448794	20.593199	17.658114	NA	13.90023	17.972227	17.940625	10.013021	19.79466	18.234762	15.995937	18.822861	18.419606	14.65226	20.597547	NA	17.620633
TCGA-WC-A883	76	1	241	NA	choroid	stage iiia	t3c	n0	m0	female	2012	no	white	not hispanic or latino	2	4	1	3	1	1	1	1	1	1	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	0	0	10	10	30	10	40	17.72184	17.71951	10.82399	19.23897	18.45767	18.57683	17.7199	20.70022	0.007222	3.041	3.0487	-0.89266	-0.90411	-0.000277	-0.90843	-0.90843	-0.90843	-0.91778	-0.90358	-0.90358	-0.000927	0.00333	-0.012749	0.006665	0.009867	0.043582	0.0416	0.000971	0	0	-0.886	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.053	0.839	-0.128	0.813	0.854	0	0	0	-0.904	-0.904	0	0	0	0	0	0	0	0	0	1.51	0	0	0	0	0	0	-0.886	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.053	0.839	-0.128	0.813	0.854	0	0	0	-0.904	-0.904	0	0	0	0	0	0	0	0	0	1.51	0	0	0	0	17.96503	18.13742	18.05464	19.09437	21.28388	20.64143	15.23858	19.5799	12.99413	20.29114	18.62208	13.72215	19.42608	17.264973	16.723617	15.945554	11.624505	14.48666	12.779762	18.239146	16.201963	20.700663	21.244058	21.663691	14.278827	16.38339	21.217988	16.014245	15.374305	16.859929	15.874256	18.705015	NA	17.368273	18.017955	17.4583	12.770033	14.893901	15.969335	16.80611	14.38367	18.844929	14.103977	16.937976	10.466372	12.725978	17.916061	19.610576	15.757659	17.726082	16.269992	10.150493	18.574329	17.471573	16.145852	18.950533	18.312984	NA	13.917491	17.433725	18.895347	7.943773	18.980286	19.134228	16.715656	17.83279	18.445757	16.121701	19.819841	8.794223	16.737231
TCGA-WC-A884	35	0	NA	12	choroid	stage iiib	t4b	n0	m0	female	2013	no	white	not hispanic or latino	2	2	2	2	1	5	3	3	4	3	0	0	4	0	4	0	0	0	0	0	4	0	4	0	0	0	0	0	18.181818	18.181818	9.090909	18.181818	36.363636	19.27718	19.69212	12.68849	18.41854	17.89899	17.21692	19.8579	19.06646	0.88406	-0.000324	-0.000324	-0.0083	-0.000139	0.000638	-0.003186	-0.003186	-0.003186	-0.003186	-0.003186	-0.003186	0.004719	-0.002217	-0.000324	-0.25842	-0.89436	-0.82925	-0.89718	-0.0123	0	0	0	0	0	0	0	0	0	-0.521	-0.683	1.937	1.937	0	0	0	0	0	0.18	0	0	1.088	0	0	0	0	0	0	0	0	0	0.836	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.521	-0.683	1.937	1.937	0	0	0	0	0	0.18	0	0	1.088	0	0	0	0	0	0	0	0	0	0.836	0	0	0	0	0	0	0	0	0	17.09196	17.56987	17.05895	19.91271	19.91801	19.0085	17.77275	18.63339	14.19591	18.10199	16.07325	13.23413	17.53343	16.907485	18.113506	14.614066	12.488326	13.976114	12.561726	16.38219	16.421676	21.623818	23.985768	16.207516	15.166011	16.075413	20.46334	14.676854	14.822135	17.417898	15.84981	18.625633	9.19968	17.437258	16.634071	19.356936	13.808773	13.770356	16.553837	18.051636	14.226709	18.11636	15.267894	16.956351	11.719431	16.043577	17.951204	19.365633	16.097014	17.303325	15.175364	8.233627	18.845464	16.629651	15.896125	19.096708	18.441328	7.67426	14.553859	17.165266	19.013254	11.441944	18.015253	18.875838	15.688854	18.384175	17.315499	15.121598	20.092586	8.292395	16.923515
TCGA-WC-A885	60	0	NA	686	choroid	stage iia	t2a	n0	m0	male	2013	no	white	not hispanic or latino	3	3	3	2	4	5	3	4	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	1e-06	0	12.5	16.666667	20.833333	16.666667	33.333333	19.77989	19.95032	NA	18.21959	17.91019	17.28108	20.63186	19.67581	1.53	-0.002771	1.0262	-0.017803	0.000832	-0.014069	-0.000693	-0.000693	-0.000693	-0.000693	-0.000693	-0.000693	0	0	-0.002771	-0.009349	0	-0.039258	-0.011522	-0.016608	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.165	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.165	0	0	0	0	17.3227	18.06957	17.58153	20.46751	22.03062	19.63762	17.30632	19.88548	14.75504	18.92404	16.75974	10.94228	17.63538	16.727553	17.796186	14.264855	9.259668	14.914829	11.006841	16.327165	15.676915	21.688478	20.417046	20.622151	11.842941	16.800294	17.5944	13.326659	14.519086	17.876239	15.839617	18.260828	NA	18.270791	19.183404	19.001461	9.646204	14.301726	16.748545	17.175136	10.554366	18.586497	14.630336	17.507929	NA	12.881009	17.957513	20.551248	13.703492	15.537542	15.059189	NA	19.226871	17.778593	15.296246	20.169643	18.056776	7.926729	14.713219	14.87902	18.688275	NA	19.226317	18.611089	16.624578	18.038976	18.159696	15.405602	21.134254	9.544864	17.942059
TCGA-WC-A888	76	1	575	NA	choroid	stage iib	t3a	n0	m0	male	2013	no	white	not hispanic or latino	5	1	1	1	2	1	2	6	1	1	4	0	0	0	4	0	0	2	4	0	0	0	4	0	0	2	0	0	7.142857	14.285714	28.571429	21.428571	28.571429	18.65413	18.07666	19.19421	19.09214	18.26085	18.10717	19.01724	19.80163	0.014609	1.3233	1.313	-0.020138	0	0.003608	-0.76492	-0.76492	-0.76492	-0.76492	-0.76492	-0.76492	0.007083	0.014609	-0.428	-0.00457	-0.014778	-0.014778	-0.002632	0.006109	0	0	0.261	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.765	-0.765	0	0	0	0	0	0	0	0	-0.428	0.885	0	0	0	0	0	0	0.261	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.765	-0.765	0	0	0	0	0	0	0	0	-0.428	0.885	0	0	0	0	17.54223	17.58301	17.69466	19.60346	20.16813	18.80361	15.83461	20.02939	15.5122	18.35427	16.31577	13.03398	18.50142	17.066684	17.58356	16.050985	14.963399	13.921842	13.683503	17.95248	15.636268	22.218786	25.953362	21.470574	13.630027	16.187956	17.664688	13.978827	16.193096	19.21602	16.002228	18.865789	9.254342	17.592122	17.282403	18.354305	15.516877	13.552379	17.184121	16.059384	14.98105	18.813524	11.079382	16.977716	13.991899	13.791262	17.791233	19.625593	15.765748	18.23829	14.673079	11.510682	18.578819	17.782838	16.033715	19.620734	18.54351	7.14396	14.104479	16.346346	18.962816	15.702807	18.436657	18.838213	16.871353	19.518074	18.493036	16.228443	20.170848	9.347057	17.243252
TCGA-WC-A88A	75	1	82	NA	choroid	stage iv	t4d	nx	m1b	male	2013	no	white	not hispanic or latino	4	4	3	3	2	2	2	2	1	1	6	0	0	0	4	0	0	0	6	0	0	0	4	0	0	0	0	0	20	0	20	26.666667	33.333333	18.97111	18.85489	11.25729	18.98662	18.13946	17.95322	19.53517	19.65759	0.91258	1.7438	1.7438	-0.005814	-0.005814	-0.007126	-0.48439	-0.54985	-0.47564	-0.47014	-0.49099	-0.47194	0.001664	-0.96413	-0.9633	-0.011473	-0.9489	-0.99409	-0.007058	0.014051	0	0	0	0	0	0	0	0	0	0	-0.895	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.476	-0.476	0	0	0	0	0.913	-0.964	0.906	0.906	0.78	1.744	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.895	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.476	-0.476	0	0	0	0	0.913	-0.964	0.906	0.906	0.78	1.744	0	0	0	0	17.45117	18.44379	17.74359	18.81252	21.09042	19.74496	15.8949	19.47493	12.07074	19.71679	16.9576	12.26237	18.94266	17.047044	18.139258	15.941617	10.579758	14.052715	12.274462	16.5588	16.303138	21.428407	22.244032	21.57413	12.613063	17.118209	18.38999	14.489647	13.715346	18.159038	16.256559	18.984215	NA	17.673892	16.468577	18.624871	13.288222	12.858854	16.702596	17.795916	13.459417	18.158343	11.817829	17.438756	8.162706	14.0376	17.812332	19.862351	15.42134	17.124715	16.060119	NA	19.205826	17.747053	15.950419	19.560824	18.168703	NA	14.453884	18.031689	18.441152	6.79211	18.060826	19.265532	16.82035	18.537282	18.620745	16.212709	19.933819	NA	16.098001
TCGA-WC-AA9A	NA	0	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	1	4	4	1	3	1	1	1	3	1	4	0	0	0	4	0	4	0	4	0	0	0	4	0	4	0	0	0	0	25	0	0	75	18.463428	18.538436	6.670848	19.3554	18.88617	18.517934	18.737664	20.401227	0.011121	0.97676	1.0411	-1.0439	-1.0397	0.003885	-1.0678	-1.0678	-1.0298	-1.0371	-1.0371	-1.0371	-0.00457	0.00597	0.97676	-0.004708	-1.0323	-1.0704	0.05466	0.010146	0	0	0	0	0	0	0	0	0	-1.054	-1.054	0	0	0	0	0	0	-1.018	0	0	0	0	0	0	0	-1.037	-1.037	0	0	0	0	0	0	0	0	1.033	1.033	0	0	-0.148	-0.148	0	0	0	0	0	0	0	0	0	-1.054	-1.054	0	0	0	0	0	0	-1.018	0	0	0	0	0	0	0	-1.037	-1.037	0	0	0	0	0	0	0	0	1.033	1.033	0	0	-0.148	-0.148	16.7966	18.892	17.09955	18.1992	21.02175	19.18263	15.24313	19.08957	13.79917	19.96263	17.15699	11.19049	18.78989	17.407801	16.669657	16.477711	12.740548	14.133402	12.424984	17.591612	16.109499	21.650038	20.0358	20.855601	9.939156	16.492745	13.260163	10.890379	13.955571	17.610153	16.598562	19.055648	NA	17.079736	18.150143	18.001901	9.894423	12.900441	16.907796	16.337715	12.573413	17.260742	12.896966	17.035725	NA	10.944803	17.928198	19.416146	13.3425	15.81747	15.535788	NA	18.665287	17.79413	16.471116	19.615761	18.230933	8.75991	13.759249	14.886699	18.785689	NA	18.596051	19.961488	17.316988	18.567863	18.244913	16.557901	20.662032	7.056117	15.900411
TCGA-WC-AA9E	60	0	NA	838	choroid	stage iia	t2a	nx	NA	male	2013	yes	white	not hispanic or latino	3	2	5	4	4	5	3	8	4	3	0	0	0	0	0	4	4	0	0	0	0	0	0	4	4	0	0	0	11.111111	16.666667	22.222222	5.555556	44.444444	18.46109	19.80425	10.12529	19.49112	18.25867	18.51251	19.77321	19.60569	2.4426	0.71076	0.67141	-0.93253	-0.92704	-0.070135	0.002913	0.002913	0.009728	0.033882	0.049824	-0.03681	0.052952	-0.96466	0.61317	-0.042652	-0.93105	-0.97984	-0.043195	0.030029	0	0	0	0	0	0	0.179	0	0	-0.936	-0.936	0	0	0	0	-0.238	-0.238	-0.904	0	0	0	0	0	0	0	0	0	0	-0.904	0	0	2.284	1.38	0	0	0.678	0.678	0	0	0	0	0	0	0	0	0	0	0.179	0	0	-0.936	-0.936	0	0	0	0	-0.238	-0.238	-0.904	0	0	0	0	0	0	0	0	0	0	-0.904	0	0	2.284	1.38	0	0	0.678	0.678	0	0	0	0	17.8522	19.80925	17.66864	19.02211	21.98205	19.88052	19.25986	19.41286	16.53247	19.86163	16.67098	12.86733	18.88346	16.77116	17.296114	16.058413	11.86279	15.498609	12.654357	16.711155	16.58745	19.415074	20.982757	17.904456	10.92411	17.143678	13.714602	12.378765	13.828879	16.708685	16.914243	18.489041	6.832878	17.5655	18.808907	18.391348	14.75031	13.430648	17.655703	16.313606	12.912375	17.496901	12.915306	17.429227	11.475487	13.7124	17.802242	19.836783	14.149513	18.187485	15.301045	7.866826	18.779414	17.793285	15.98605	19.612161	18.11872	NA	14.563434	18.088657	18.64856	11.660106	17.326338	19.068602	17.27496	18.067106	18.324962	16.737758	19.639781	7.925593	14.816682
TCGA-YZ-A980	75	0	NA	1862	choroid	stage iiia	t3b	nx	mx	male	2010	no	white	not hispanic or latino	2	2	1	1	1	2	5	6	2	1	6	0	0	6	4	0	0	0	6	0	0	6	4	0	0	0	0	0	0	10	40	30	20	18.67665	18.91257	11.72108	18.80063	17.87197	17.78604	18.15474	19.42559	0.005831	0.47976	0.47976	-0.009612	-0.009612	0	-0.46113	-0.46113	-0.45971	-0.45971	-0.45971	-0.45971	0.00597	0.005831	-0.47638	-0.006643	-0.006807	-0.006807	-0.006505	0.005414	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.46	-0.46	0	0	0	0	0	0	0	0	0.003	0.48	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-0.46	-0.46	0	0	0	0	0	0	0	0	0.003	0.48	0	0	0	0	16.99566	17.72434	17.07583	18.20925	20.30272	19.28276	15.39631	18.25511	14.73828	19.31861	16.22984	13.46813	17.9803	17.332697	18.428385	15.498118	12.048559	14.08578	15.164965	17.089704	16.229096	20.753422	22.73245	21.68521	15.362018	16.355345	17.758729	13.646064	16.184431	18.371682	15.593851	18.710605	10.826002	17.63943	15.635151	18.345722	12.568951	12.863206	16.622863	16.373547	14.234027	18.49246	17.979717	16.797361	11.661255	15.330331	17.868576	19.44535	16.344825	17.728892	15.919338	9.690024	18.462767	18.207713	16.052786	19.250473	18.380048	9.300582	14.538636	17.177667	18.74085	13.24707	18.381704	18.390389	16.602211	19.288515	18.363624	16.60073	19.592528	9.07072	17.041426
TCGA-YZ-A982	79	0	NA	495	choroid	stage iiib	t4b	nx	mx	female	2013	no	white	not hispanic or latino	2	2	3	2	4	4	1	3	4	3	0	4	0	0	0	0	0	0	0	4	0	0	0	0	0	0	1e-06	0	16	12	28	8	36	18.80878	18.7113	18.2424	18.69746	18.1789	17.09596	20.55442	19.72034	1.2407	0.62406	0.64194	-0.65538	-0.65538	1.1866	-0.001109	-0.001109	-0.001109	-0.001109	-0.001109	-0.001109	-0.66531	0.00208	0.62406	0.59366	-0.005952	-0.052261	0.64194	-0.014916	0	0	0.597	0.597	0	0	0.63	0	0	0	0	0.642	0.642	0	0	-0.604	-0.604	-0.65	0	0.595	0.595	0.623	0.691	0.737	0.737	0	0	0	0	-0.665	-0.665	1.239	0	0	0	0.624	0.624	0	0	0	0	0	0	0.597	0.597	0	0	0.63	0	0	0	0	0.642	0.642	0	0	-0.604	-0.604	-0.65	0	0.595	0.595	0.623	0.691	0.737	0.737	0	0	0	0	-0.665	-0.665	1.239	0	0	0	0.624	0.624	0	0	0	0	17.15849	17.9562	17.63257	20.27179	21.65617	20.38998	18.93577	20.02278	14.84031	18.90015	16.9166	11.77478	18.21544	17.974138	17.831827	15.946317	10.606746	14.24716	12.661347	17.427824	16.869528	21.047588	22.985678	20.749723	11.774981	17.466316	14.933014	14.351808	15.015541	18.675583	15.672759	18.689874	8.062261	19.279124	16.643575	19.165855	11.130785	14.22472	17.194026	17.937939	12.522029	18.192234	13.915207	17.918949	8.675122	16.308744	18.456963	21.025448	14.113305	17.381451	15.447669	NA	19.539515	18.107195	16.622116	20.616794	18.370756	8.536841	14.961553	15.272738	19.398702	NA	19.382428	18.420723	16.987881	18.883834	19.216915	15.746428	21.007835	NA	16.898035
TCGA-YZ-A983	51	0	NA	798	choroid	stage iib	t3a	nx	mx	female	2013	no	white	not hispanic or latino	3	3	5	2	3	5	3	3	2	3	0	0	0	0	0	4	0	0	0	0	0	0	0	4	0	0	1e-06	0	19.047619	9.52381	19.047619	14.285714	38.095238	19.017422	19.848945	8.055929	19.422402	18.578748	18.23366	19.582989	19.863047	0.97488	0.000183	0.000183	-0.018721	-0.000649	0.00268	4.4e-05	4.4e-05	4.4e-05	-0.004387	0	0	0.004624	4.3e-05	0.000183	-0.00051	0.000599	-0.00798	-0.010602	0.002819	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.961	0.961	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0.961	0.961	0	0	0	0	0	0	0	0	16.6032	18.69658	16.95239	20.35475	22.49714	19.14613	16.66508	18.23503	14.6967	18.71826	16.10259	12.83861	17.94954	17.156878	17.595614	16.363809	12.98043	14.731574	11.225102	17.537572	16.482843	21.562719	21.720254	20.092887	12.262836	16.716256	16.076076	13.734891	15.848109	18.4267	16.261647	18.811535	8.348483	17.23217	19.019144	18.806707	11.712463	14.581763	16.663615	17.240171	13.345517	18.425461	15.987304	16.663376	9.961343	13.485162	17.719904	19.345826	15.073756	16.062693	16.851414	NA	18.140118	18.025148	16.187929	18.815208	18.211177	6.823063	14.461654	16.25155	19.272541	8.912675	18.084733	19.266064	16.995638	18.347543	18.525776	16.766321	19.715731	7.441197	17.257477
TCGA-YZ-A984	50	1	1396	NA	choroid	stage iib	t3a	nx	mx	female	2011	no	white	not hispanic or latino	4	4	3	3	1	2	1	6	3	1	6	0	0	0	0	0	0	0	6	0	0	0	0	0	0	0	0	0	0	28.571429	42.857143	14.285714	14.285714	19.01935	18.4735	10.20965	18.40953	17.58439	16.92508	17.11246	19.71301	-0.021373	0.63207	0.63207	-0.045635	-0.011674	0.55862	-0.66522	-0.66522	-0.66522	-0.66522	-0.66522	-0.66522	0.64249	-0.011335	0.63207	-0.68979	-0.028081	-0.028081	0.57755	-0.009405	0	0	-0.076	-0.676	0.622	0.622	0	0	0	0	0	0.578	0.578	0	0	0	0	0	0	0.609	0.609	0.609	0.585	0.593	0.593	-0.665	-0.665	0	0	0.646	0.646	0	0	0.648	0.648	0.632	0.632	0.585	0	0.134	0.134	0	0	-0.076	-0.676	0.622	0.622	0	0	0	0	0	0.578	0.578	0	0	0	0	0	0	0.609	0.609	0.609	0.585	0.593	0.593	-0.665	-0.665	0	0	0.646	0.646	0	0	0.648	0.648	0.632	0.632	0.585	0	0.134	0.134	16.18287	16.75077	17.00728	20.18419	21.02494	18.75511	17.01317	19.52363	10.80305	18.44765	15.89582	14.64003	17.77296	16.676399	18.455845	14.561032	8.402834	13.49728	13.617612	17.204029	15.611002	20.930284	21.372388	22.211675	14.070915	17.189866	17.417419	15.499572	14.431639	18.372224	14.392226	18.180908	11.180277	18.517425	16.691202	18.03254	14.855459	13.199779	16.568013	18.177042	13.369957	18.422944	13.93013	17.393531	9.530104	12.560228	18.537361	20.245482	16.077612	16.961994	15.177023	NA	19.567485	18.235074	16.339268	19.989808	17.488772	11.114289	13.728835	17.437867	18.012119	8.422542	19.814189	18.273783	16.691647	19.623636	18.99197	15.7419	20.929556	NA	17.201949
TCGA-YZ-A985	41	0	NA	1184	choroid	stage iiia	t4a	nx	mx	female	2012	no	white	not hispanic or latino	4	4	3	3	3	5	1	6	3	1	6	0	0	0	4	4	4	0	6	0	0	0	4	4	4	0	1.1e-05	5e-06	30.876494	66.135458	1.992032	0.59761	0.398406	19.22572	18.5452	11.23465	18.51602	18.47338	17.63012	16.07728	19.62158	0.004024	0.013772	0.013772	-0.08094	-0.042517	-0.030677	-1.0387	-1.0387	-1.004	-1.0256	-1.0129	-1.0578	0.035242	0.010842	-0.013677	0.010146	-0.023703	-0.055229	-0.041838	-0.003324	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.004	-1.004	0	0	0	0	0	0	0	0	0	0	0	0	-0.113	-0.113	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	-1.004	-1.004	0	0	0	0	0	0	0	0	0	0	0	0	-0.113	-0.113	16.36982	17.64919	16.90644	20.50582	21.07888	20.01925	17.03213	19.45794	13.18239	18.37066	16.19945	10.43236	17.25688	17.575112	18.767558	15.095914	11.209188	14.380255	14.796137	17.229023	15.932104	21.871142	21.802646	23.09398	12.699351	17.498808	18.148346	13.932224	14.415991	18.940908	15.855402	18.923716	9.5272	18.408289	17.864589	19.074113	12.595724	14.234757	16.231543	17.033748	13.055681	18.697145	13.460764	18.033307	7.555098	13.979907	18.38897	20.692567	14.152938	16.565065	16.931121	NA	19.233997	17.91381	15.627781	20.636653	17.889466	NA	14.129307	16.569622	19.019749	NA	19.388785	18.862424	16.758124	19.367693	18.466333	15.332976	21.44744	NA	17.521199
all_q	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0	0.007345	0	0.097894	0	0	0	0.000699	0	0.007345	0	0.097894	0	0	0	0.000699	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	NA	0.000223	0	0	0.001644	0.039767	0.01221	0.056191	0.003548	0.045261	0.073099	0.016688	0.010826	0.15322	0.001644	0.037764	0.01013	0.046297	0.09096	0.20414	0.10123	0.988	0.988	0.0351	0.0662	0.988	0.988	0.384	0.988	0.988	0.988	0.988	0.033	0.0351	0.988	0.988	0.988	0.988	0.988	0.0351	0.0662	0.0374	2e-06	0.447	0.0239	0.205	0.988	0.988	0.0662	0.988	0.902	0.988	0	0	0.0816	0.295	0	0	0.832	0.988	0.00284	0.0238	0.986	0.986	0.986	0.986	0.986	0.986	0.986	0.986	0.986	0.396	1e-06	0.986	0.986	0.986	0.986	0.986	0.986	1e-06	0.986	0.986	0.986	0.986	0.986	0.986	0.986	0	0	0.986	0.986	0.986	0.986	0.986	1.5e-05	0.986	0.986	0.013	0.986	0.0833	0.406	0.000394	0.000191	0	0.000223	0	0.000223	0	0	0.000223	0	0	0	0	0	0	0.01013	0.001644	0.01013	0.01013	0.20414	0.046297	0.046297	0.01013	0.01013	0.15322	0.046297	0.046297	0.20414	0.20414	0.01013	0.046297	0.01013	0.01013	0.01013	0.01013	0.20414	0.20414	0.01013	0.039767	0.046297	0.01013	0.073099	0.01013	0.046297	0.20414	0.01013	0.15322	0.01013	0.01013	0.20414	0.01013	0.046297	0.01013	0.001644	0.01013	0.20414	0.20414	0.01013	0.01013	0.001644	0.01013	0.15322	0.01013	0.01013	0.20414	0.01013	0.20414	0.20414	0.20414	0.20414	0.20414	0.01013	0.046297
