Supplementary Fig. 7 Table for calculating the ROC curves for TCGA testing dataset of ccRCC.,,,, ,OS,OS.time,RiskScorete,riskgroupte TCGA-A3-3307-01A,0,1436,0.635362046,low TCGA-A3-3308-01A,0,16,0.873838274,low TCGA-A3-3311-01A,1,1191,0.839672895,low TCGA-A3-3316-01A,0,1493,0.46768155,low TCGA-A3-3319-01A,0,1130,1.448617972,high TCGA-A3-3320-01A,0,1508,0.521455313,low TCGA-A3-3322-01A,0,1478,0.522894557,low TCGA-A3-3325-01A,1,1170,2.138877282,high TCGA-A3-3326-01A,0,1137,1.084328331,high TCGA-A3-3347-01A,1,1610,1.594818638,high TCGA-A3-3357-01A,0,2688,0.681344312,low TCGA-A3-3359-01A,0,2504,0.634443777,low TCGA-A3-3362-01A,0,1559,0.685809127,low TCGA-A3-3363-01A,0,319,1.193900778,high TCGA-A3-3365-01A,0,873,0.921404149,low TCGA-A3-3372-01A,0,735,0.530200022,low TCGA-A3-3373-01A,0,1621,0.14425546,low TCGA-A3-3378-01A,0,630,0.638444281,low TCGA-A3-3380-01A,0,567,0.611274855,low TCGA-A3-3387-11A,0,617,0.354880259,low TCGA-A3-A6NJ-01A,0,468,0.474605811,low TCGA-A3-A6NL-01A,0,689,0.369116923,low TCGA-A3-A8OV-01A,0,340,0.888031217,low TCGA-AK-3426-01A,1,885,3.220531415,high TCGA-AK-3428-01A,0,3728,0.521228742,low TCGA-AK-3429-01A,0,3328,2.039551661,high TCGA-AK-3431-01A,1,2241,0.887114726,low TCGA-AK-3440-01A,0,2865,1.012971624,high TCGA-AK-3443-01A,0,1423,6.176006852,high TCGA-AK-3450-01A,0,1508,0.931146251,low TCGA-AK-3451-01A,0,2868,1.384006068,high TCGA-AK-3454-01A,0,874,3.699776182,high TCGA-AK-3461-01A,0,2217,0.622565276,low TCGA-AK-3465-01A,0,369,2.739903597,high TCGA-AS-3777-01A,0,1238,0.731589558,low TCGA-B0-4691-01A,1,139,2.885335879,high TCGA-B0-4694-01A,1,106,1.16371378,high TCGA-B0-4697-01A,1,578,6.082262587,high TCGA-B0-4700-01A,1,1980,2.10364431,high TCGA-B0-4701-01A,1,238,2.40330918,high TCGA-B0-4706-01A,1,65,2.348033299,high TCGA-B0-4710-01A,0,1755,1.07595441,high TCGA-B0-4713-01A,1,202,1.790343213,high TCGA-B0-4811-01A,1,1417,3.484913442,high TCGA-B0-4814-01A,1,168,1.635755321,high TCGA-B0-4815-01A,1,1588,2.634363158,high TCGA-B0-4817-01A,1,1019,1.158119368,high TCGA-B0-4818-01A,1,510,1.035729189,high TCGA-B0-4821-01A,1,1230,8.850445146,high TCGA-B0-4822-01A,1,1111,6.694030454,high TCGA-B0-4823-01A,1,454,0.704821904,low TCGA-B0-4824-01A,1,1657,1.500651569,high TCGA-B0-4827-01A,1,885,0.442095699,low TCGA-B0-4828-01A,1,307,2.231980165,high TCGA-B0-4837-01A,1,1378,1.862589847,high TCGA-B0-4839-01A,1,1639,2.5852719,high TCGA-B0-4841-01A,1,204,0.960269555,high TCGA-B0-4843-01A,1,320,1.658572561,high TCGA-B0-4845-01A,1,1986,1.539701831,high TCGA-B0-4846-01A,1,1200,0.892813673,low TCGA-B0-4847-01A,1,793,3.409663228,high TCGA-B0-4852-01A,1,1121,1.260335473,high TCGA-B0-5077-01A,1,1317,1.272312953,high TCGA-B0-5083-01A,1,1045,1.457748611,high TCGA-B0-5085-01A,1,770,3.486388008,high TCGA-B0-5092-01A,1,459,6.72565814,high TCGA-B0-5097-01A,0,665,0.891491809,low TCGA-B0-5098-01A,1,1584,6.833675522,high TCGA-B0-5100-01A,1,1913,1.249493214,high TCGA-B0-5102-01A,1,2764,2.236903394,high TCGA-B0-5106-01A,1,1598,0.9513613,high TCGA-B0-5109-01A,1,587,10.13642165,high TCGA-B0-5110-01A,0,2009,0.304720432,low TCGA-B0-5113-01A,0,1175,0.562711744,low TCGA-B0-5115-01A,0,1604,0.935176637,high TCGA-B0-5119-01A,0,1552,1.071124532,high TCGA-B0-5120-01A,0,1169,0.499799563,low TCGA-B0-5399-01A,0,1411,0.654320641,low TCGA-B0-5400-01A,0,1733,0.821786203,low TCGA-B0-5402-11A,0,1290,0.904106563,low TCGA-B0-5690-11A,0,3392,0.68111893,low TCGA-B0-5692-01A,0,3944,1.238472146,high TCGA-B0-5697-01A,0,2630,1.209735489,high TCGA-B0-5697-11A,0,2630,0.979196002,high TCGA-B0-5698-01A,0,3631,0.649648282,low TCGA-B0-5699-01A,0,3841,0.440270679,low TCGA-B0-5701-01A,0,2461,0.356799258,low TCGA-B0-5701-11A,0,2461,0.549422443,low TCGA-B0-5702-01A,0,2172,1.632800264,high TCGA-B0-5703-01A,0,2246,0.651269236,low TCGA-B0-5705-01A,0,4537,0.546935974,low TCGA-B0-5705-11A,0,4537,0.816677584,low TCGA-B0-5706-01A,0,3205,0.598643901,low TCGA-B0-5706-11A,0,3205,1.781350549,high TCGA-B0-5707-01A,0,3744,1.355371041,high TCGA-B0-5709-01A,0,3974,0.425484324,low TCGA-B0-5709-11A,0,3974,0.849610631,low TCGA-B0-5711-01A,0,3989,0.602565554,low TCGA-B0-5711-11A,0,3989,1.293181656,high TCGA-B0-5812-01A,0,3834,0.388974146,low TCGA-B2-3923-01A,0,992,0.969615138,high TCGA-B2-4099-01A,0,972,2.211228127,high TCGA-B2-4101-01A,0,648,0.485555038,low TCGA-B2-5633-01A,0,963,0.401919493,low TCGA-B2-5633-01B,0,963,0.071012472,low TCGA-B2-5635-01A,0,755,0.380225389,low TCGA-B2-5635-01B,0,755,0.070274024,low TCGA-B2-5639-01A,1,1003,0.885906769,low TCGA-B2-5641-11A,0,656,0.395272536,low TCGA-B4-5835-01A,0,16,5.372282704,high TCGA-B4-5838-01A,0,166,1.311410234,high TCGA-B4-5844-01A,0,7,0.412064034,low TCGA-B8-4151-01A,0,1299,0.594132432,low TCGA-B8-4619-11A,0,523,0.659193228,low TCGA-B8-4620-01A,0,777,0.767145178,low TCGA-B8-4620-11A,0,777,0.757701155,low TCGA-B8-4622-01A,0,1525,0.792230082,low TCGA-B8-4622-11A,0,1525,0.983367319,high TCGA-B8-5159-01A,0,722,0.335597791,low TCGA-B8-5162-01A,0,36,0.886681541,low TCGA-B8-5163-01A,0,822,0.927190376,low TCGA-B8-5164-01A,0,26,0.731926512,low TCGA-B8-5165-01A,0,737,0.3017948,low TCGA-B8-5552-11A,0,1046,0.689442221,low TCGA-B8-5553-01A,0,435,0.284869512,low TCGA-B8-A54D-01A,0,830,2.305176875,high TCGA-B8-A54F-01A,0,519,0.958322117,high TCGA-B8-A54K-01A,0,469,2.044651587,high TCGA-B8-A7U6-01A,0,495,0.455353259,low TCGA-B8-A8YJ-01A,0,431,0.290099126,low TCGA-BP-4159-01A,1,2601,1.063071914,high TCGA-BP-4160-01A,0,2881,0.595099621,low TCGA-BP-4161-01A,0,2746,1.204538683,high TCGA-BP-4166-01A,0,13,0.480960208,low TCGA-BP-4167-01A,0,2718,1.135667123,high TCGA-BP-4169-01A,1,701,1.160313914,high TCGA-BP-4170-01A,1,2343,0.666274278,low TCGA-BP-4173-01A,0,1893,2.429545957,high TCGA-BP-4176-01A,0,1955,0.939899081,high TCGA-BP-4177-01A,0,1670,2.573166457,high TCGA-BP-4326-01A,1,1625,2.486780827,high TCGA-BP-4329-01A,1,845,1.648765283,high TCGA-BP-4330-01A,0,1888,1.695939976,high TCGA-BP-4340-01A,1,562,0.550824235,low TCGA-BP-4342-01A,1,2256,1.912475982,high TCGA-BP-4344-01A,0,1666,1.224487501,high TCGA-BP-4345-01A,0,1516,1.879155721,high TCGA-BP-4349-01A,0,372,1.611536467,high TCGA-BP-4351-01A,0,970,1.031928357,high TCGA-BP-4352-01A,1,344,3.973362584,high TCGA-BP-4354-01A,1,1034,3.483211638,high TCGA-BP-4355-01A,1,953,1.677334835,high TCGA-BP-4758-01A,0,2208,1.892338179,high TCGA-BP-4760-01A,0,2361,0.809843211,low TCGA-BP-4761-01A,0,182,1.946407895,high TCGA-BP-4763-01A,1,1270,1.478592154,high TCGA-BP-4768-01A,0,400,1.372033094,high TCGA-BP-4774-01A,0,1885,1.909337136,high TCGA-BP-4775-01A,0,1843,0.370787519,low TCGA-BP-4776-01A,0,411,1.191686831,high TCGA-BP-4781-01A,0,2080,0.792525442,low TCGA-BP-4784-01A,0,1854,1.203656265,high TCGA-BP-4789-01A,0,1489,0.428652746,low TCGA-BP-4795-01A,0,620,1.099917629,high TCGA-BP-4799-01A,1,1133,1.377799456,high TCGA-BP-4801-01A,0,1124,0.44305924,low TCGA-BP-4803-01A,0,204,0.45452808,low TCGA-BP-4807-01A,0,211,0.271805671,low TCGA-BP-4960-01A,0,2172,2.818178892,high TCGA-BP-4962-01A,0,1785,0.885368542,low TCGA-BP-4964-01A,0,1862,1.351883785,high TCGA-BP-4965-01A,0,1871,0.810342464,low TCGA-BP-4969-01A,0,1794,1.288002748,high TCGA-BP-4970-01A,0,433,0.455205363,low TCGA-BP-4972-01A,0,1502,0.36199173,low TCGA-BP-4973-01A,0,1384,0.460259238,low TCGA-BP-4974-01A,1,211,1.829156533,high TCGA-BP-4975-01A,0,1433,0.38577167,low TCGA-BP-4983-01A,0,1413,4.52828282,high TCGA-BP-4993-01A,0,177,0.60025774,low TCGA-BP-4995-01A,0,1371,0.341497878,low TCGA-BP-4998-01A,0,932,0.576318088,low TCGA-BP-5001-01A,0,1177,2.414758629,high TCGA-BP-5004-01A,0,1126,0.853141184,low TCGA-BP-5006-01A,0,840,0.830674363,low TCGA-BP-5008-01A,0,1071,0.53309002,low TCGA-BP-5009-01A,1,1092,1.474447528,high TCGA-BP-5168-01A,1,1463,1.47668904,high TCGA-BP-5170-01A,0,2412,1.300355039,high TCGA-BP-5173-01A,1,62,1.830489813,high TCGA-BP-5176-01A,1,1590,0.742473548,low TCGA-BP-5181-01A,0,1495,0.69916869,low TCGA-BP-5183-01A,0,1291,0.499538518,low TCGA-BP-5186-01A,0,693,0.402003872,low TCGA-BP-5187-01A,0,406,0.444510674,low TCGA-BP-5190-01A,0,1011,0.590551526,low TCGA-BP-5191-01A,0,967,1.368713675,high TCGA-BP-5198-01A,0,603,0.733528322,low TCGA-BP-5200-01A,0,1063,0.22828305,low TCGA-BP-5202-01A,0,29,0.303889397,low TCGA-CJ-4635-01A,0,1416,1.248092274,high TCGA-CJ-4637-01A,1,2227,2.998782608,high TCGA-CJ-4638-01A,1,431,8.060316266,high TCGA-CJ-4640-01A,0,3480,1.441720511,high TCGA-CJ-4642-01B,0,3205,0.703166588,low TCGA-CJ-4643-01A,0,1793,0.465718544,low TCGA-CJ-4868-01A,1,646,1.622504086,high TCGA-CJ-4869-01A,0,2554,1.652798192,high TCGA-CJ-4870-01A,0,1498,0.295003826,low TCGA-CJ-4873-01A,0,1776,2.596342946,high TCGA-CJ-4875-01A,1,3554,3.324424374,high TCGA-CJ-4881-01A,0,2014,1.802135581,high TCGA-CJ-4884-01A,0,1759,2.08587698,high TCGA-CJ-4886-01A,0,1952,0.474179631,low TCGA-CJ-4887-01A,1,932,2.367383199,high TCGA-CJ-4890-01A,0,3519,1.600557732,high TCGA-CJ-4891-01A,1,819,1.983238028,high TCGA-CJ-4892-01A,0,1521,1.389587622,high TCGA-CJ-4893-01A,0,750,0.634338757,low TCGA-CJ-4895-01A,1,1200,1.134902138,high TCGA-CJ-4901-01A,0,1450,2.296454508,high TCGA-CJ-4902-01A,0,1520,1.458763474,high TCGA-CJ-4908-01A,0,1531,0.806068747,low TCGA-CJ-4916-01A,0,1373,2.926250258,high TCGA-CJ-5672-11A,1,1972,0.862421255,low TCGA-CJ-5675-01A,0,3936,1.181359701,high TCGA-CJ-5678-11A,1,574,0.819006545,low TCGA-CJ-5679-11A,1,679,1.101260043,high TCGA-CJ-5680-01A,1,768,0.921097028,low TCGA-CJ-5681-01A,1,552,0.931386253,low TCGA-CJ-5681-11A,1,552,2.332188209,high TCGA-CJ-5686-01A,0,2038,0.595561696,low TCGA-CJ-6027-01A,1,3615,3.33985273,high TCGA-CJ-6028-01A,1,1625,0.397587499,low TCGA-CJ-6030-11A,1,2299,0.66086571,low TCGA-CJ-6032-01A,0,3639,0.270500776,low TCGA-CJ-6033-01A,1,224,1.648228667,high TCGA-CJ-6033-11A,1,224,2.096788575,high TCGA-CW-5580-11A,1,1964,1.910637772,high TCGA-CW-5581-11A,0,2799,0.607804165,low TCGA-CW-5583-01A,0,2489,0.269778542,low TCGA-CW-5585-11A,0,2609,0.840855314,low TCGA-CW-5587-11A,0,2226,0.699467594,low TCGA-CW-5588-01A,0,2017,0.738877634,low TCGA-CW-5589-01A,0,2378,0.519418693,low TCGA-CW-5591-01A,0,2271,0.636080466,low TCGA-CW-5591-11A,0,2271,0.410041951,low TCGA-CW-6087-11A,1,41,1.242257497,high TCGA-CW-6088-11A,0,3222,0.549421813,low TCGA-CW-6090-01A,0,2552,1.246356139,high TCGA-CW-6090-11A,0,2552,0.58929804,low TCGA-CW-6097-01A,1,571,0.802566191,low TCGA-CZ-4853-01A,0,774,0.418059323,low TCGA-CZ-4854-01A,1,1404,1.541479885,high TCGA-CZ-4856-01A,0,18,0.426409032,low TCGA-CZ-4861-01A,1,446,2.173363985,high TCGA-CZ-4864-11A,1,1315,0.431739812,low TCGA-CZ-4865-01A,1,166,1.015881853,high TCGA-CZ-4866-01A,0,3267,0.953738684,high TCGA-CZ-5451-01A,0,1929,0.501291269,low TCGA-CZ-5453-01A,1,2419,0.824101168,low TCGA-CZ-5453-11A,1,2419,0.389611249,low TCGA-CZ-5454-01A,1,722,1.737343849,high TCGA-CZ-5455-01A,1,561,0.739892441,low TCGA-CZ-5455-11A,1,561,1.831111305,high TCGA-CZ-5456-11A,0,2422,2.424311147,high TCGA-CZ-5457-01A,0,2754,0.360133348,low TCGA-CZ-5458-01A,0,2789,0.43184099,low TCGA-CZ-5458-11A,0,2789,1.048291066,high TCGA-CZ-5459-01A,0,1683,2.048731459,high TCGA-CZ-5461-01A,1,330,1.099538369,high TCGA-CZ-5461-11A,1,330,2.119343779,high TCGA-CZ-5462-01A,1,311,0.821671511,low TCGA-CZ-5462-11A,1,311,1.131511661,high TCGA-CZ-5463-11A,0,662,1.885445808,high TCGA-CZ-5464-01A,0,2128,1.95604598,high TCGA-CZ-5466-01A,0,685,0.573169834,low TCGA-CZ-5466-11A,0,685,0.980942857,high TCGA-CZ-5468-11A,1,59,1.968080507,high TCGA-CZ-5469-11A,1,946,2.030118671,high TCGA-CZ-5982-01A,0,2439,0.48559776,low TCGA-CZ-5984-01A,0,2067,0.761929244,low TCGA-CZ-5984-11A,0,2067,0.674694228,low TCGA-CZ-5985-01A,0,1997,0.986825599,high TCGA-CZ-5985-11A,0,1997,0.45506343,low TCGA-CZ-5988-01A,0,693,1.060930539,high TCGA-DV-5565-01A,0,1329,0.744554757,low TCGA-DV-5566-01A,0,1398,1.778249967,high TCGA-DV-5567-01A,0,2004,0.791591311,low TCGA-DV-5568-01A,0,370,0.786734721,low TCGA-DV-5569-01A,0,355,0.631550096,low TCGA-DV-5576-01A,1,727,0.875012549,low TCGA-DV-A4VX-01A,1,1626,2.715034307,high TCGA-EU-5904-01A,0,551,0.505173203,low TCGA-EU-5905-01A,0,119,0.603322402,low TCGA-EU-5906-01A,0,206,0.395695784,low TCGA-G6-A5PC-01A,1,242,1.48479627,high TCGA-G6-A8L6-01A,1,313,2.708236767,high TCGA-G6-A8L8-01A,1,1091,1.923215906,high TCGA-MM-A84U-01A,0,700,0.882410385,low TCGA-T7-A92I-01A,0,356,0.771713781,low