id DFS_time DFS_event Age Gender Neoplasm Histologic Grade Stage T stage M stage N stage AURKB Cancer Type Detailed TCGA-CJ-4641-01A-02R-1325-07 0 1 55 Female G4 Stage IV T3a M1 NX 1.955641 Renal Clear Cell Carcinoma TCGA-BP-5201-01A-01R-1426-07 0 1 63 Male G4 Stage IV T3b M1 N0 2.608979 Renal Clear Cell Carcinoma TCGA-A3-A8OU-01A-11R-A37O-07 0 0 74 Female G1 Stage I T1a MX NX 1.029011 Renal Clear Cell Carcinoma TCGA-A3-A8OX-01A-11R-A37O-07 0 0 65 Female G3 Stage I T1a MX NX 1.163033 Renal Clear Cell Carcinoma TCGA-A3-A6NN-01A-12R-A33J-07 1.2 0 78 Male G2 Stage I T1a MX NX 0.6578987 Renal Clear Cell Carcinoma TCGA-A3-A8CQ-01A-11R-A37O-07 1.2 0 59 Female G2 Stage I T1a MX NX 0.9049809 Renal Clear Cell Carcinoma TCGA-B0-4849-01A-01R-1277-07 1.56 1 51 Male G3 Stage III T3a M0 NX 0.4691637 Renal Clear Cell Carcinoma TCGA-B4-5844-01A-11R-1672-07 2.76 0 61 Female G1 Stage II T2 M0 N0 0.5097716 Renal Clear Cell Carcinoma TCGA-B4-5843-01A-11R-1672-07 4.32 0 45 Male G2 Stage I T1 M0 N0 0.9879424 Renal Clear Cell Carcinoma TCGA-BP-4166-01A-02R-1289-07 5.16 0 69 Male G3 Stage III T3a M0 N0 0.8718848 Renal Clear Cell Carcinoma TCGA-A3-3308-01A-02R-1325-07 6.36 0 77 Female G2 Stage III T3b M0 N0 1.080693 Renal Clear Cell Carcinoma TCGA-B4-5835-01A-11R-1672-07 6.36 0 64 Female G2 Stage I T1 M0 N0 2.145097 Renal Clear Cell Carcinoma TCGA-B8-5551-01A-01R-1541-07 6.36 0 65 Female G3 Stage I T1b M0 N0 4.006406 Renal Clear Cell Carcinoma TCGA-CJ-5681-01A-11R-1541-07 6.72 1 44 Female G3 Stage IV T3a M1 NX 2.530269 Renal Clear Cell Carcinoma TCGA-CZ-4856-01A-02R-1426-07 7.08 0 62 Female G2 Stage I T1b M0 N0 0.4946573 Renal Clear Cell Carcinoma TCGA-B8-5164-01A-01R-1420-07 10.2 0 65 Male G3 Stage III T3a M0 N0 1.606474 Renal Clear Cell Carcinoma TCGA-BP-5202-01A-02R-1426-07 11.4 0 75 Male G2 Stage III T3a M0 NX 0.5008368 Renal Clear Cell Carcinoma TCGA-CJ-4918-01A-01R-1426-07 12.96 1 64 Male G4 Stage IV T3a M1 N0 1.094923 Renal Clear Cell Carcinoma TCGA-BP-4974-01A-01R-1334-07 13.8 1 58 Male G4 Stage IV T3a M1 N0 0.8447266 Renal Clear Cell Carcinoma TCGA-B8-5162-01A-01R-1420-07 14.16 0 62 Male G2 Stage II T2a M0 NX 1.433062 Renal Clear Cell Carcinoma TCGA-CJ-4868-01A-01R-1305-07 14.64 1 42 Male G3 Stage IV T3a M1 N0 5.61645 Renal Clear Cell Carcinoma TCGA-B4-5834-01A-11R-1672-07 15 0 59 Male G1 Stage I T1 M0 N0 0.6703954 Renal Clear Cell Carcinoma TCGA-AS-3778-01A-01R-A32Z-07 16.92 0 35 Male G1 Stage I T1a M0 NX 0.8631699 Renal Clear Cell Carcinoma TCGA-CZ-5461-01A-01R-1503-07 18.96 1 52 Male G4 Stage IV T1b M1 NX 0.6205569 Renal Clear Cell Carcinoma TCGA-B8-A54G-01A-11R-A266-07 20.88 0 50 Male G3 Stage I T1a MX NX 3.358882 Renal Clear Cell Carcinoma TCGA-CJ-5682-01A-11R-1541-07 21.72 1 60 Male G4 Stage IV T3a M1 NX 1.34447 Renal Clear Cell Carcinoma TCGA-CJ-4895-01A-01R-1305-07 24 1 62 Male G4 Stage IV T3a M1 NX 1.680097 Renal Clear Cell Carcinoma TCGA-GK-A6C7-01A-11R-A33J-07 24 0 76 Female Stage I T1a MX NX 0.8900537 Renal Clear Cell Carcinoma TCGA-B0-4844-01A-01R-1277-07 24.48 1 60 Male G3 Stage IV T3a M1 NX 1.25386 Renal Clear Cell Carcinoma TCGA-CZ-5467-01A-01R-1503-07 24.48 1 86 Female G4 Stage III T3a M0 N0 0.2957795 Renal Clear Cell Carcinoma TCGA-B0-5084-01A-01R-1334-07 25.68 1 33 Male G3 Stage IV T3a M1 N1 21.63013 Renal Clear Cell Carcinoma TCGA-B0-5109-01A-02R-1420-07 27.6 1 69 Male G4 Stage III T3b M0 N1 25.11721 Renal Clear Cell Carcinoma TCGA-CJ-4638-01A-02R-1325-07 27.6 1 46 Female G4 Stage IV T3a M1 N1 2.121382 Renal Clear Cell Carcinoma TCGA-B0-5094-01A-01R-1420-07 29.52 1 62 Male G2 Stage IV T3b M1 N0 0.7342848 Renal Clear Cell Carcinoma TCGA-B0-5115-01A-01R-1420-07 29.52 1 43 Male G3 Stage IV T2 M1 N0 0.6251737 Renal Clear Cell Carcinoma TCGA-BP-4169-01A-02R-1289-07 30.72 1 76 Female G2 Stage II T2 M0 N0 1.247139 Renal Clear Cell Carcinoma TCGA-CJ-4644-01A-02R-1325-07 36.72 1 48 Female G3 Stage IV T3a M1 N0 0.5550497 Renal Clear Cell Carcinoma TCGA-B0-5699-01A-11R-1541-07 37.08 1 53 Male G2 Stage I T1 M0 N0 1.372305 Renal Clear Cell Carcinoma TCGA-CW-5584-01A-01R-1541-07 40.2 1 74 Male G3 Stage III T3b M0 N1 0.6902025 Renal Clear Cell Carcinoma TCGA-B0-5080-01A-01R-1503-07 40.56 1 63 Male G3 Stage IV T3a M1 N0 1.635676 Renal Clear Cell Carcinoma TCGA-B0-4841-01A-01R-1277-07 42.6 1 63 Male G3 Stage IV T2 M1 NX 0.8667907 Renal Clear Cell Carcinoma TCGA-CZ-5469-01A-01R-1503-07 43.32 1 41 Male G2 Stage II T2 M0 N0 5.152109 Renal Clear Cell Carcinoma TCGA-BP-4771-01A-01R-1289-07 43.32 1 62 Male G4 Stage IV T3a M1 N0 3.744029 Renal Clear Cell Carcinoma TCGA-A3-3346-01A-01R-1766-07 45 1 68 Male G3 Stage I T1b M0 NX 3.516415 Renal Clear Cell Carcinoma TCGA-BP-4989-01A-01R-1334-07 46.56 0 58 Male G3 Stage III T3a M0 N0 3.464993 Renal Clear Cell Carcinoma TCGA-EU-5905-01A-11R-1672-07 46.92 0 67 Female G3 Stage I T1 M0 NX 0.704318 Renal Clear Cell Carcinoma TCGA-B0-4818-01A-01R-1503-07 50.04 1 68 Female G3 Stage II T2 M0 NX 0.4998785 Renal Clear Cell Carcinoma TCGA-EU-5907-01A-11R-1672-07 50.04 0 81 Male G3 Stage III T3a M0 NX 0.51608 Renal Clear Cell Carcinoma TCGA-CJ-6028-01A-11R-1672-07 54 1 58 Male G4 Stage IV T3a M1 NX 1.854781 Renal Clear Cell Carcinoma TCGA-B4-5836-01A-11R-1672-07 55.56 0 61 Female G2 Stage I T1b M0 N0 0.7310295 Renal Clear Cell Carcinoma TCGA-CJ-6033-01A-11R-1672-07 56.76 1 54 Female G4 Stage IV T3a M1 N0 1.690864 Renal Clear Cell Carcinoma TCGA-B8-A54I-01A-21R-A33J-07 59.16 0 48 Male G3 Stage I T1b MX NX 1.273244 Renal Clear Cell Carcinoma TCGA-CJ-5680-01A-11R-1541-07 60.36 1 65 Female G4 Stage IV T3a M1 NX 0.5842641 Renal Clear Cell Carcinoma TCGA-B4-5832-01A-11R-1672-07 61.08 0 65 Male G2 Stage III T3b M0 N0 0.1382319 Renal Clear Cell Carcinoma TCGA-CJ-4894-01A-01R-1305-07 62.28 1 58 Male G3 Stage III T3a M0 N0 1.931326 Renal Clear Cell Carcinoma TCGA-B0-4846-01A-01R-1277-07 64.2 1 52 Male G2 Stage IV T3a M1 N0 0.7590289 Renal Clear Cell Carcinoma TCGA-B4-5838-01A-11R-1672-07 65.4 0 52 Male G2 T3 M0 N1 0.9052097 Renal Clear Cell Carcinoma TCGA-CJ-4871-01A-01R-1305-07 66.6 1 63 Male G4 Stage IV T3a M1 NX 0.5279564 Renal Clear Cell Carcinoma TCGA-CZ-5457-01A-01R-1503-07 68.64 1 62 Male G4 Stage III T3a M0 NX 0.438805 Renal Clear Cell Carcinoma TCGA-B4-5378-01A-01R-1503-07 69 0 62 Male G2 Stage I T1 M0 N0 0.5058797 Renal Clear Cell Carcinoma TCGA-BP-4993-01A-02R-1420-07 69.72 0 58 Male G3 Stage I T1a M0 NX 0.5983406 Renal Clear Cell Carcinoma TCGA-BP-4761-01A-01R-1289-07 71.76 0 57 Male G4 Stage III T3a M0 N1 2.382747 Renal Clear Cell Carcinoma TCGA-BP-5169-01A-01R-1426-07 76.08 0 70 Male G4 Stage I T1b M0 N0 2.445416 Renal Clear Cell Carcinoma TCGA-B8-5549-01A-01R-1541-07 76.44 0 53 Male G3 Stage I T1b M0 N0 0.5641761 Renal Clear Cell Carcinoma TCGA-BP-4803-01A-01R-1305-07 80.4 0 79 Male G3 Stage III T3a M0 NX 0.5058223 Renal Clear Cell Carcinoma TCGA-B0-4810-01A-01R-1503-07 80.76 1 47 Male G3 Stage III T3a M0 N1 4.452311 Renal Clear Cell Carcinoma TCGA-BP-4967-01A-01R-1334-07 80.76 0 76 Male G2 Stage III T3a M0 N0 1.074651 Renal Clear Cell Carcinoma TCGA-EU-5906-01A-11R-1672-07 81.24 0 55 Male G2 Stage I T1b M0 NX 0.7757767 Renal Clear Cell Carcinoma TCGA-BP-4770-01A-01R-1503-07 81.96 1 73 Female G4 Stage IV T4 M0 N0 7.150613 Renal Clear Cell Carcinoma TCGA-BP-4807-01A-01R-1305-07 83.16 0 42 Male G3 Stage I T1a M0 NX 0.8019178 Renal Clear Cell Carcinoma TCGA-B0-5081-01A-01R-1334-07 84 1 79 Female G2 Stage III T3b M0 N0 2.662784 Renal Clear Cell Carcinoma TCGA-B8-4153-01B-11R-1672-07 87.96 1 74 Male G3 Stage III T3a M0 NX 0.5478829 Renal Clear Cell Carcinoma TCGA-B0-5701-01A-11R-1541-07 88.32 1 65 Male G4 Stage III T3b M0 N0 1.486609 Renal Clear Cell Carcinoma TCGA-BP-4342-01A-01R-1289-07 94.56 1 79 Male G3 Stage II T2 M0 N0 1.877177 Renal Clear Cell Carcinoma TCGA-B0-4842-01A-02R-1420-07 98.52 1 73 Female G4 Stage III T3a M0 N0 1.415382 Renal Clear Cell Carcinoma TCGA-B8-A54H-01A-11R-A33J-07 100.92 0 69 Female G3 Stage II T2a MX N0 0.4104137 Renal Clear Cell Carcinoma TCGA-AK-3426-01A-02R-1325-07 100.92 1 37 Male G3 Stage III T3a M0 N1 6.491693 Renal Clear Cell Carcinoma TCGA-BP-4352-01A-01R-1289-07 104.52 1 74 Female G4 Stage IV T3b M1 N0 1.920874 Renal Clear Cell Carcinoma TCGA-B2-A4SR-01A-11R-A266-07 104.88 1 61 Male Stage II T2a M0 NX 0.8604146 Renal Clear Cell Carcinoma TCGA-CJ-4904-01A-02R-1426-07 109.56 1 60 Female G3 Stage IV T3a M1 N0 0.465827 Renal Clear Cell Carcinoma TCGA-CJ-5677-01A-11R-1541-07 113.52 1 54 Female G4 Stage IV T3a M1 NX 1.850512 Renal Clear Cell Carcinoma TCGA-B0-5694-01A-11R-1541-07 113.52 1 71 Male G3 Stage III T3a M0 N0 0.5619494 Renal Clear Cell Carcinoma TCGA-BP-5177-01A-01R-1426-07 115.56 0 46 Female G3 Stage I T1a M0 NX 0.8856399 Renal Clear Cell Carcinoma TCGA-G6-A8L6-01A-11R-A37O-07 119.88 1 55 Male G3 Stage IV T2a MX NX 0.6529612 Renal Clear Cell Carcinoma TCGA-A3-3363-01A-01R-0864-07 125.76 0 50 Male G2 Stage II T2 M0 N0 0.8044943 Renal Clear Cell Carcinoma TCGA-CJ-4887-01A-01R-1305-07 126.96 1 48 Male G3 Stage IV T3a M1 NX 2.133828 Renal Clear Cell Carcinoma TCGA-A3-A8OW-01A-11R-A37O-07 127.32 0 37 Male G2 Stage III T3a MX NX 0.5880998 Renal Clear Cell Carcinoma TCGA-A3-A8OV-01A-11R-A37O-07 134.04 0 75 Male G2 Stage I T1a MX NX 0.4482944 Renal Clear Cell Carcinoma TCGA-BP-4799-01A-01R-1305-07 138.72 1 70 Male G3 Stage III T3b M0 N0 0.1530721 Renal Clear Cell Carcinoma TCGA-BP-4782-01A-02R-1420-07 139.56 0 55 Female G2 Stage I T1a M0 NX 0.5917597 Renal Clear Cell Carcinoma TCGA-DV-5569-01A-01R-1541-07 139.92 0 29 Female G2 Stage I T1a M0 NX 1.195241 Renal Clear Cell Carcinoma TCGA-T7-A92I-01A-11R-A37O-07 140.4 0 47 Female G1 Stage I T1a MX NX 0.3492 Renal Clear Cell Carcinoma TCGA-DV-5574-01A-01R-1541-07 140.76 1 37 Male G2 Stage I T1a M0 NX 1.604873 Renal Clear Cell Carcinoma TCGA-B0-5097-01A-01R-1420-07 141.48 1 59 Female G2 Stage III T3b M0 N0 2.390265 Renal Clear Cell Carcinoma TCGA-6D-AA2E-01A-11R-A37O-07 142.68 0 68 Female G2 Stage I T1b MX NX 0.2553889 Renal Clear Cell Carcinoma TCGA-B4-5377-01A-01R-1503-07 143.88 0 68 Female G3 Stage IV T3 M1 N0 0.4071958 Renal Clear Cell Carcinoma TCGA-DV-A4VZ-01A-11R-A266-07 143.88 0 53 Male G2 Stage I T1a MX NX 0.3070627 Renal Clear Cell Carcinoma TCGA-AK-3465-01A-02R-1325-07 145.44 0 71 Female GX Stage I T1b M0 NX 0.6412308 Renal Clear Cell Carcinoma TCGA-DV-5568-01A-01R-1541-07 145.92 0 26 Male G2 Stage I T1a M0 NX 1.542068 Renal Clear Cell Carcinoma TCGA-BP-4349-01A-01R-1289-07 146.64 0 68 Female G2 Stage I T1a M0 NX 0.4016815 Renal Clear Cell Carcinoma TCGA-CZ-5986-01A-11R-1672-07 147 0 61 Male G3 Stage I T1 M0 N0 0.6127914 Renal Clear Cell Carcinoma TCGA-BP-4756-01A-01R-1289-07 147.48 0 62 Female G2 Stage I T1b M0 N0 0.8499371 Renal Clear Cell Carcinoma TCGA-CZ-5987-01A-11R-1672-07 148.68 1 60 Male G2 Stage IV T3b M1 NX 2.012685 Renal Clear Cell Carcinoma TCGA-3Z-A93Z-01A-11R-A37O-07 151.8 0 69 MALE G2 Stage I T1a M0 N0 0.8731706 Renal Clear Cell Carcinoma TCGA-CZ-5470-01A-01R-1503-07 152.16 0 72 Female G3 Stage II T2 M0 N0 2.18839 Renal Clear Cell Carcinoma TCGA-CJ-5678-01A-11R-1541-07 157.32 1 62 Male G3 Stage IV T2b M1 N0 2.600542 Renal Clear Cell Carcinoma TCGA-BP-4768-01A-01R-1289-07 157.68 0 72 Female G2 Stage I T1a M0 N0 0.7098425 Renal Clear Cell Carcinoma TCGA-BP-5187-01A-01R-1426-07 160.08 0 54 Male G2 Stage I T1a M0 NX 0.7510716 Renal Clear Cell Carcinoma TCGA-BP-5194-01A-02R-1426-07 160.8 0 39 Male G2 Stage I T1a M0 NX 0.8119895 Renal Clear Cell Carcinoma TCGA-BP-4776-01A-01R-1289-07 162 0 52 Male G2 Stage I T1a M0 NX 0.7079116 Renal Clear Cell Carcinoma TCGA-CZ-5454-01A-01R-1503-07 166.8 1 63 Male G2 Stage IV T2 M1 N0 0.4314107 Renal Clear Cell Carcinoma TCGA-B8-A8YJ-01A-13R-A39I-07 169.92 0 60 Female G2 Stage I T1b NX 0.5747626 Renal Clear Cell Carcinoma TCGA-BP-4970-01A-01R-1334-07 170.64 0 44 Male G3 Stage III T1a M0 N1 0.8268654 Renal Clear Cell Carcinoma TCGA-B8-5553-01A-01R-1541-07 171.48 0 67 Female G2 Stage I T1b M0 N0 0.6781148 Renal Clear Cell Carcinoma TCGA-BP-4787-01A-01R-1305-07 173.88 1 59 Female G4 Stage IV T3a M1 N0 0.8548096 Renal Clear Cell Carcinoma TCGA-BP-4334-01A-01R-1289-07 174.24 1 56 Male G3 Stage III T3a M0 N0 0.346389 Renal Clear Cell Carcinoma TCGA-B0-5402-01A-01R-1503-07 177 1 64 Male G4 Stage IV T4 M0 NX 0.4307775 Renal Clear Cell Carcinoma TCGA-BP-4335-01A-01R-1289-07 178.92 1 65 Female G3 Stage IV T3a M1 N0 1.019866 Renal Clear Cell Carcinoma TCGA-BP-4977-01A-01R-1334-07 178.92 0 57 Male G3 Stage I T1b M0 NX 1.369003 Renal Clear Cell Carcinoma TCGA-CW-6097-01A-11R-1672-07 180.12 1 32 Male G4 Stage III T3a M0 NX 3.037144 Renal Clear Cell Carcinoma TCGA-B0-4811-01A-01R-1503-07 180.6 1 48 Male G3 Stage III T3a M0 N0 2.940531 Renal Clear Cell Carcinoma TCGA-A3-A6NJ-01A-12R-A33J-07 184.44 0 57 Female G1 Stage I T1a MX NX 0.7207809 Renal Clear Cell Carcinoma TCGA-B8-A54K-01A-11R-A33J-07 184.92 0 61 Male G1 Stage I T1a MX NX 0.5834508 Renal Clear Cell Carcinoma TCGA-BP-5183-01A-01R-1426-07 191.16 1 57 Male G3 Stage III T3a M0 NX 1.130038 Renal Clear Cell Carcinoma TCGA-BP-5009-01A-01R-1334-07 193.92 1 52 Male G3 Stage I T1b M0 NX 1.018974 Renal Clear Cell Carcinoma TCGA-B0-4848-01A-01R-1277-07 194.76 1 54 Male G3 Stage III T3b M0 NX 0.8966835 Renal Clear Cell Carcinoma TCGA-B8-A7U6-01A-12R-A37O-07 195.12 0 54 Female G3 Stage I T1a NX 1.362967 Renal Clear Cell Carcinoma TCGA-MW-A4EC-01A-11R-A266-07 196.32 0 72 Female G2 Stage I T1a MX NX 0.9503385 Renal Clear Cell Carcinoma TCGA-BP-4992-01A-01R-1334-07 197.52 0 66 Male G4 Stage I T1b M0 NX 1.816488 Renal Clear Cell Carcinoma TCGA-B8-5546-01A-01R-1541-07 199.08 0 38 Female G2 Stage I T1b M0 N0 0.2477969 Renal Clear Cell Carcinoma TCGA-B8-4146-01B-11R-1672-07 201.48 0 41 Female G2 Stage I T1b M0 NX 0.482703 Renal Clear Cell Carcinoma TCGA-A3-3382-01A-02R-1325-07 202.68 1 69 Male G3 Stage I T1b M0 NX 0.3828168 Renal Clear Cell Carcinoma TCGA-B8-A54F-01A-11R-A266-07 204.6 0 49 Female G2 Stage I T1a MX NX 0.8358323 Renal Clear Cell Carcinoma TCGA-B8-4619-01A-02R-1325-07 206.16 0 58 Male G2 Stage I T1a M0 N0 0.2462391 Renal Clear Cell Carcinoma TCGA-B8-A54J-01A-11R-A33J-07 208.2 0 60 Male G2 Stage II T2a MX NX 1.038877 Renal Clear Cell Carcinoma TCGA-CJ-4875-01A-01R-1305-07 209.28 1 67 Male G3 Stage IV T3a M1 NX 1.816223 Renal Clear Cell Carcinoma TCGA-B0-5107-01A-01R-1420-07 216.48 1 65 Female G4 Stage IV T2 M1 N0 5.758718 Renal Clear Cell Carcinoma TCGA-EU-5904-01A-11R-1672-07 217.2 0 47 Female G1 Stage I T1 M0 NX 0.3594628 Renal Clear Cell Carcinoma TCGA-BP-5000-01A-01R-1334-07 222 0 40 Male G3 Stage I T1b M0 NX 1.451749 Renal Clear Cell Carcinoma TCGA-A3-3380-01A-01R-0864-07 223.56 0 54 Male G2 Stage I T1 M0 N0 0.5159469 Renal Clear Cell Carcinoma TCGA-MM-A563-01A-11R-A266-07 233.04 0 41 Male G2 T3 MX NX 2.003183 Renal Clear Cell Carcinoma TCGA-CJ-5679-01A-11R-1541-07 234.6 1 73 Male G4 Stage III T3b M0 NX 1.643134 Renal Clear Cell Carcinoma TCGA-BP-5198-01A-01R-1426-07 237.72 0 72 Male G3 Stage III T3b M0 N0 1.121518 Renal Clear Cell Carcinoma TCGA-B8-4620-01A-02R-1325-07 238.08 1 70 Female G2 Stage III T3a M0 N0 1.030129 Renal Clear Cell Carcinoma TCGA-MM-A564-01A-11R-A266-07 239.28 0 68 Male G2 Stage II T2a MX NX 0.5522354 Renal Clear Cell Carcinoma TCGA-CJ-4888-01A-01R-1305-07 239.64 1 59 Male G4 Stage IV T3a M1 NX 2.023744 Renal Clear Cell Carcinoma TCGA-A3-3347-01A-02R-1325-07 240.48 1 76 Female G2 Stage III T1b M0 N1 4.54809 Renal Clear Cell Carcinoma TCGA-A3-3387-01A-01R-1541-07 243.24 0 49 Male G2 Stage I T1a M0 N0 1.876016 Renal Clear Cell Carcinoma TCGA-BP-4795-01A-02R-1420-07 244.44 0 74 Female G2 Stage I T1a M0 N0 0.6331986 Renal Clear Cell Carcinoma TCGA-A3-3378-01A-02R-1325-07 248.4 0 60 Male G3 Stage I T1 M0 N0 1.630418 Renal Clear Cell Carcinoma TCGA-B2-4101-01A-02R-1277-07 255.48 0 52 Male G3 Stage II T2a M0 NX 0.5957304 Renal Clear Cell Carcinoma TCGA-B2-5641-01A-01R-1541-07 258.6 0 79 Male G3 Stage I T1a M0 N0 1.171116 Renal Clear Cell Carcinoma TCGA-BP-4985-01A-01R-1334-07 258.96 1 72 Male G4 Stage III T3a M0 N0 1.134631 Renal Clear Cell Carcinoma TCGA-CZ-5463-01A-01R-1503-07 261 0 76 Male G2 Stage II T2 M0 NX 0.6126987 Renal Clear Cell Carcinoma TCGA-B0-4827-01A-02R-1420-07 263.28 1 77 Female G4 Stage III T3b M0 N0 1.134008 Renal Clear Cell Carcinoma TCGA-CW-5590-01A-01R-1541-07 264.96 1 51 Male G3 Stage IV T3a M1 NX 0.8055425 Renal Clear Cell Carcinoma TCGA-BP-4354-01A-02R-1289-07 270 1 40 Male G4 Stage IV T4 M1 N1 3.688604 Renal Clear Cell Carcinoma TCGA-CZ-5466-01A-01R-1503-07 270 0 67 Male G2 Stage III T3a M0 NX 1.120102 Renal Clear Cell Carcinoma TCGA-A3-A6NL-01A-11R-A33J-07 271.56 0 49 Female G2 Stage I T1b MX NX 0.8897972 Renal Clear Cell Carcinoma TCGA-CZ-5988-01A-11R-1672-07 273.24 0 38 Male G2 Stage I T1b M0 N0 1.884889 Renal Clear Cell Carcinoma TCGA-BP-5186-01A-01R-1426-07 273.24 0 50 Female G2 Stage I T1a M0 N0 0.4933762 Renal Clear Cell Carcinoma TCGA-B8-5550-01A-01R-1541-07 273.6 1 71 Male G3 Stage III T3a M0 N0 1.359933 Renal Clear Cell Carcinoma TCGA-MM-A84U-01A-11R-A37O-07 276 0 58 Female G2 Stage I T1a MX NX 0.7426691 Renal Clear Cell Carcinoma TCGA-BP-4329-01A-02R-1289-07 276 1 75 Male G2 Stage III T3a M0 N0 0.370661 Renal Clear Cell Carcinoma TCGA-BP-5192-01A-01R-1426-07 281.52 0 59 Male G2 Stage I T1a M0 NX 0.2899486 Renal Clear Cell Carcinoma TCGA-B8-5159-01A-01R-1420-07 284.64 0 61 Female G3 Stage I T1a M0 N0 0.441554 Renal Clear Cell Carcinoma TCGA-B0-5712-01A-11R-1672-07 285.84 1 68 Female G3 Stage IV T2 M1 N0 0.5073182 Renal Clear Cell Carcinoma TCGA-A3-3372-01A-02R-1325-07 289.8 0 64 Male G2 Stage III T3 M0 NX 0.6696604 Renal Clear Cell Carcinoma TCGA-BP-5185-01A-01R-1426-07 290.16 1 56 Male G3 Stage I T1a M0 NX 1.173888 Renal Clear Cell Carcinoma TCGA-B8-5165-01A-01R-1420-07 290.52 0 43 Male G2 Stage I T1a M0 N0 0.4405067 Renal Clear Cell Carcinoma TCGA-B0-4845-01A-01R-1277-07 294.84 1 70 Male G2 Stage IV T3a M1 NX 1.790271 Renal Clear Cell Carcinoma TCGA-BP-5195-01A-02R-1426-07 295.32 0 75 Male G2 Stage I T1a M0 NX 0.4696967 Renal Clear Cell Carcinoma TCGA-CJ-4893-01A-01R-1305-07 295.68 0 76 Female G3 Stage I T1b M0 NX 0.4200107 Renal Clear Cell Carcinoma TCGA-B2-5635-01A-01R-1541-07 297.6 0 74 Male G2 Stage I T1a M0 NX 0.4718973 Renal Clear Cell Carcinoma TCGA-B0-4718-01A-01R-1277-07 302.76 1 57 Male G2 Stage III T3a M0 NX 0.9775507 Renal Clear Cell Carcinoma TCGA-CZ-4853-01A-01R-1426-07 305.16 0 82 Male G2 Stage I T1a M0 NX 0.4858781 Renal Clear Cell Carcinoma TCGA-BP-5189-01A-02R-1426-07 307.92 1 60 Male G4 Stage I T1b M0 NX 0.5487824 Renal Clear Cell Carcinoma TCGA-BP-5010-01A-02R-1420-07 307.92 1 63 Male G4 Stage III T3a M0 N0 1.431328 Renal Clear Cell Carcinoma TCGA-BP-4986-01A-01R-1334-07 309.48 0 75 Male G3 Stage I T1a M0 N0 0.8312896 Renal Clear Cell Carcinoma TCGA-B8-4621-01A-01R-1503-07 310.68 0 63 Male G3 Stage I T1b M0 N0 0.3982447 Renal Clear Cell Carcinoma TCGA-B0-4696-01A-01R-1277-07 312.96 1 58 Male G3 Stage III T3a M0 N0 20.79568 Renal Clear Cell Carcinoma TCGA-B8-5163-01A-01R-1420-07 324 0 63 Female G3 Stage III T3a M0 N0 1.729671 Renal Clear Cell Carcinoma TCGA-B8-A54D-01A-21R-A266-07 327.24 0 69 Male G2 Stage III T3a MX NX 2.021559 Renal Clear Cell Carcinoma TCGA-BP-5006-01A-01R-1334-07 331.2 0 61 Male G2 Stage I T1a M0 N0 0.6149838 Renal Clear Cell Carcinoma TCGA-B0-5705-01A-11R-1541-07 331.92 1 65 Female G2 Stage I T1 M0 N0 0.6274633 Renal Clear Cell Carcinoma TCGA-B2-5639-01A-01R-1541-07 335.52 1 46 Male G3 Stage IV T3 M1 NX 1.155442 Renal Clear Cell Carcinoma TCGA-B0-4852-01A-01R-1503-07 339 1 78 Female G2 Stage II T2 M0 N0 1.039612 Renal Clear Cell Carcinoma TCGA-A3-3383-01A-02R-1325-07 339.48 0 52 Male G2 Stage I T1 M0 NX 2.182158 Renal Clear Cell Carcinoma TCGA-BP-4351-01A-01R-1289-07 344.16 1 51 Female G2 Stage III T3a M0 N0 1.889617 Renal Clear Cell Carcinoma TCGA-A3-3365-01A-01R-0864-07 344.16 0 46 Male G2 Stage I T1a M0 NX 0.7438591 Renal Clear Cell Carcinoma TCGA-AK-3454-01A-02R-1277-07 344.52 0 84 Male G3 Stage I T1b M0 NX 3.645464 Renal Clear Cell Carcinoma TCGA-CJ-5675-01A-11R-1541-07 354.84 1 70 Male G3 Stage II T2a M0 NX 0.884056 Renal Clear Cell Carcinoma TCGA-B8-A54E-01A-11R-A266-07 358.32 0 62 Female G3 Stage I T1b MX NX 0.3607348 Renal Clear Cell Carcinoma TCGA-A3-3351-01A-02R-1325-07 358.68 0 42 Male G2 Stage II T2a M0 N0 1.265397 Renal Clear Cell Carcinoma TCGA-B2-5636-01A-02R-1541-07 362.28 0 79 Male G2 Stage I T1a M0 NX 0.2259467 Renal Clear Cell Carcinoma TCGA-BP-5175-01A-01R-1426-07 367.44 0 60 Male G3 Stage I T1a M0 NX 1.546978 Renal Clear Cell Carcinoma TCGA-BP-4998-01A-01R-1334-07 367.44 0 49 Male G3 Stage I T1a M0 NX 1.04602 Renal Clear Cell Carcinoma TCGA-A3-3343-01A-01R-0864-07 372.48 0 79 Male G3 Stage II T2 M0 N0 0.4787095 Renal Clear Cell Carcinoma TCGA-CZ-5456-01A-01R-1503-07 374.88 1 57 Male G3 Stage II T2 M0 N0 1.373553 Renal Clear Cell Carcinoma TCGA-A3-3317-01A-02R-1325-07 375.24 1 67 Male G2 Stage II T2 M0 N0 1.277279 Renal Clear Cell Carcinoma TCGA-B2-4102-01A-02R-1325-07 375.24 0 61 Male G2 Stage I T1b M0 NX 0.565757 Renal Clear Cell Carcinoma TCGA-BP-4326-01A-01R-1289-07 377.64 1 53 Female G2 Stage I T1b M0 N0 0.977086 Renal Clear Cell Carcinoma TCGA-B2-5633-01B-04R-A277-07 379.68 0 56 Male G2 Stage I T1b M0 N0 0.7477657 Renal Clear Cell Carcinoma TCGA-BP-5191-01A-01R-1426-07 381.24 0 79 Male G2 Stage III T3a M0 N0 1.37914 Renal Clear Cell Carcinoma TCGA-B2-4099-01A-02R-1188-07 383.16 0 83 Male G3 Stage I T1a M0 NX 0.9237351 Renal Clear Cell Carcinoma TCGA-CZ-4857-01A-01R-1305-07 390.24 1 56 Male G3 Stage IV T3a M1 N0 3.349634 Renal Clear Cell Carcinoma TCGA-B2-3923-01B-10R-A277-07 391.08 0 59 Male G2 Stage II T2 M0 NX 0 Renal Clear Cell Carcinoma TCGA-BP-5190-01A-01R-1426-07 398.52 0 61 Male G3 Stage I T1a M0 NX 0.4954075 Renal Clear Cell Carcinoma TCGA-BP-4982-01A-01R-1334-07 399.72 0 42 Male G3 Stage I T1b M0 NX 0.8011266 Renal Clear Cell Carcinoma TCGA-BP-5196-01A-01R-1426-07 401.28 0 53 Male G2 Stage I T1a M0 NX 1.458236 Renal Clear Cell Carcinoma TCGA-A3-A6NI-01A-11R-A33J-07 401.28 0 47 Male G3 Stage I T1a MX NX 1.153694 Renal Clear Cell Carcinoma TCGA-B8-5552-01B-11R-1672-07 412.32 0 41 Female G2 Stage I T1b M0 NX 0.707353 Renal Clear Cell Carcinoma TCGA-BP-5200-01A-01R-1426-07 419.04 0 44 Male G4 Stage II T2 M0 NX 0.5255821 Renal Clear Cell Carcinoma TCGA-BP-5008-01A-01R-1334-07 422.16 0 46 Male G2 Stage I T1a M0 NX 0.8190249 Renal Clear Cell Carcinoma TCGA-B2-3924-01A-02R-1325-07 430.44 0 73 Male G2 Stage I T1b M0 NX 1.08615 Renal Clear Cell Carcinoma TCGA-A3-3335-01A-01R-0864-07 432.84 1 41 Male G4 Stage II T2a M0 N0 0.4561361 Renal Clear Cell Carcinoma TCGA-A3-3323-01A-02R-1325-07 435.96 0 53 Male G1 Stage I T1b M0 NX 0.6121683 Renal Clear Cell Carcinoma TCGA-BP-4797-01A-01R-1305-07 436.44 0 34 Male G3 Stage III T3b M0 N0 0.9080981 Renal Clear Cell Carcinoma TCGA-A3-3306-01A-01R-0864-07 441.48 0 67 Male G3 Stage I T1b M0 N0 0.9003411 Renal Clear Cell Carcinoma TCGA-BP-4987-01A-01R-1334-07 443.16 0 41 Female G2 Stage I T1b M0 NX 0.9365976 Renal Clear Cell Carcinoma TCGA-BP-4801-01A-02R-1420-07 443.16 0 57 Male G2 Stage I T1a M0 NX 0.3238018 Renal Clear Cell Carcinoma TCGA-BP-5004-01A-01R-1334-07 443.88 0 53 Male G3 Stage I T1a M0 NX 1.092819 Renal Clear Cell Carcinoma TCGA-B0-5116-01A-02R-1420-07 445.08 1 52 Male G3 Stage III T3b M0 N0 2.753451 Renal Clear Cell Carcinoma TCGA-DV-5573-01A-01R-1541-07 445.44 0 41 Male G2 Stage I T1a M0 NX 2.433644 Renal Clear Cell Carcinoma TCGA-A3-3319-01A-02R-1325-07 445.44 0 70 Male G2 Stage I T1b M0 NX 2.308834 Renal Clear Cell Carcinoma TCGA-BP-5184-01A-01R-1426-07 446.64 0 54 Male G3 Stage I T1a M0 NX 0.7052533 Renal Clear Cell Carcinoma TCGA-BP-4332-01A-01R-1289-07 446.64 0 36 Male G2 Stage III T3a M0 N0 0.9142808 Renal Clear Cell Carcinoma TCGA-A3-3326-01A-01R-0864-07 448.2 0 47 Male G1 Stage I T1a M0 NX 1.226934 Renal Clear Cell Carcinoma TCGA-BP-5007-01A-01R-1334-07 449.4 0 45 Male G2 Stage II T2 M0 N0 0.8461631 Renal Clear Cell Carcinoma TCGA-AK-3456-01A-02R-1325-07 450.6 0 48 Male G3 Stage II T2 M0 N0 0.1692251 Renal Clear Cell Carcinoma TCGA-BP-5182-01A-01R-1426-07 459.24 0 56 Male G3 Stage I T1a M0 N0 0.8996489 Renal Clear Cell Carcinoma TCGA-AK-3458-01A-01R-1503-07 460.44 0 48 Male G3 Stage I T1b M0 NX 1.107836 Renal Clear Cell Carcinoma TCGA-B0-5120-01A-01R-1420-07 460.8 0 72 Female G2 Stage I T1a M0 N0 0.7338231 Renal Clear Cell Carcinoma TCGA-B0-5113-01A-01R-1420-07 463.2 0 69 Female G2 Stage III T3a M0 N0 0.455626 Renal Clear Cell Carcinoma TCGA-BP-5001-01A-01R-1334-07 464.04 0 43 Female G2 Stage I T1b M0 NX 0.859624 Renal Clear Cell Carcinoma TCGA-A3-3324-01A-02R-1325-07 467.52 0 51 Male G3 Stage I T1b M0 NX 0.5085998 Renal Clear Cell Carcinoma TCGA-AK-3436-01A-02R-1325-07 468.72 1 40 Male G2 Stage IV T2 M1 N0 0.8850979 Renal Clear Cell Carcinoma TCGA-B0-4837-01A-01R-1305-07 476.16 1 63 Male G3 Stage I T1b M0 N0 1.612509 Renal Clear Cell Carcinoma TCGA-AK-3447-01A-01R-1766-07 479.76 0 83 Male G2 Stage II T2 M0 NX 0.0774718 Renal Clear Cell Carcinoma TCGA-B8-5158-01A-01R-1420-07 480.12 0 56 Male G4 Stage III T3a M0 N1 2.467008 Renal Clear Cell Carcinoma TCGA-B8-4622-01A-02R-1277-07 483.72 1 57 Male G3 Stage IV T3a M1 N0 0.888449 Renal Clear Cell Carcinoma TCGA-AS-3777-01A-01R-0864-07 488.04 0 63 Male Stage I T1a M0 NX 1.077733 Renal Clear Cell Carcinoma TCGA-BP-4999-01A-01R-1334-07 499.08 0 56 Male G2 Stage I T1a M0 NX 0.5878066 Renal Clear Cell Carcinoma TCGA-BP-4804-01A-02R-1305-07 500.64 1 59 Male G2 Stage I T1b M0 NX 1.99486 Renal Clear Cell Carcinoma TCGA-B8-4151-01A-01R-1188-07 512.04 0 51 Female G2 Stage III T3a M0 N0 0.4784125 Renal Clear Cell Carcinoma TCGA-A3-3358-01A-01R-1541-07 515.28 0 57 Female G2 Stage I T1a M0 N0 1.039542 Renal Clear Cell Carcinoma TCGA-BP-4994-01A-01R-1334-07 515.64 0 54 Male G3 Stage I T1a M0 NX 0.1810716 Renal Clear Cell Carcinoma TCGA-A3-3374-01A-02R-1325-07 518.04 0 51 Female G2 Stage I T1b M0 N0 0.6340978 Renal Clear Cell Carcinoma TCGA-DV-5565-01A-01R-1541-07 523.92 0 59 Male G2 Stage I T1a M0 NX 0.3874136 Renal Clear Cell Carcinoma TCGA-BP-5199-01A-01R-1426-07 534.12 0 58 Male G4 Stage II T2 M0 N0 2.592796 Renal Clear Cell Carcinoma TCGA-BP-4347-01A-01R-1289-07 538.92 0 74 Male G2 Stage III T3b M0 NX 0.7018362 Renal Clear Cell Carcinoma TCGA-BP-4995-01A-01R-1334-07 540.48 0 68 Male G3 Stage I T1b M0 N0 0.2448215 Renal Clear Cell Carcinoma TCGA-CJ-4916-01A-01R-1426-07 541.32 0 69 Female G3 Stage III T3a M0 NX 1.678631 Renal Clear Cell Carcinoma TCGA-B8-4154-01A-01R-1188-07 544.08 0 73 Female G2 Stage I T1a M0 N0 0.94458 Renal Clear Cell Carcinoma TCGA-BP-4973-01A-01R-1334-07 545.64 0 47 Male G3 Stage III T3a M0 NX 0.9679221 Renal Clear Cell Carcinoma TCGA-A3-3349-01A-01R-1188-07 546 0 34 Female G2 Stage I T1b M0 N0 1.050432 Renal Clear Cell Carcinoma TCGA-A3-3328-01A-01R-0864-07 546 0 79 Male G2 Stage I T1b M0 N0 1.418054 Renal Clear Cell Carcinoma TCGA-DV-5566-01A-01R-1541-07 551.16 0 67 Female G2 Stage I T1a M0 NX 1.820371 Renal Clear Cell Carcinoma TCGA-B0-5399-01A-01R-1503-07 556.2 0 46 Male G2 Stage I T1b M0 N0 0.9331042 Renal Clear Cell Carcinoma TCGA-BP-4983-01A-01R-1334-07 557.04 0 67 Female G4 Stage III T3a M0 NX 13.5006 Renal Clear Cell Carcinoma TCGA-BP-4991-01A-01R-1334-07 557.04 0 54 Male G2 Stage I T1a M0 NX 0.7197647 Renal Clear Cell Carcinoma TCGA-CJ-4635-01A-02R-1305-07 558.24 0 48 Male G3 Stage I T1b M0 NX 1.609923 Renal Clear Cell Carcinoma TCGA-CJ-4897-01A-03R-1426-07 561 1 79 Female G3 Stage III T3a M0 NX 0.4561314 Renal Clear Cell Carcinoma TCGA-AK-3443-01A-02R-1325-07 561 0 45 Male GX Stage II T2 M0 N0 0.2479881 Renal Clear Cell Carcinoma TCGA-B0-5100-01A-01R-1420-07 562.2 1 72 Male G3 Stage III T3a M0 NX 1.356047 Renal Clear Cell Carcinoma TCGA-BP-4975-01A-01R-1334-07 564.96 0 40 Male G3 Stage I T1b M0 NX 0.7896637 Renal Clear Cell Carcinoma TCGA-CJ-4872-01A-01R-1305-07 565.68 0 51 Male G4 Stage I T1b M0 N0 0.9757546 Renal Clear Cell Carcinoma TCGA-A3-3307-01A-01R-0864-07 566.04 0 66 Male G3 Stage III T3b M0 N0 0.6186524 Renal Clear Cell Carcinoma TCGA-B0-5710-01A-11R-1672-07 570.48 1 57 Male G2 Stage I T1b M0 N0 0.5945685 Renal Clear Cell Carcinoma TCGA-CJ-4901-01A-01R-1426-07 571.56 0 47 Male G3 Stage III T3b M0 NX 3.164458 Renal Clear Cell Carcinoma TCGA-BP-4760-01A-02R-1420-07 574.32 1 69 Male G2 Stage I T1a M0 NX 0.3200184 Renal Clear Cell Carcinoma TCGA-BP-4766-01A-01R-1289-07 576.36 0 43 Female G3 Stage I T1a M0 NX 1.03335 Renal Clear Cell Carcinoma TCGA-CJ-4890-01A-01R-1305-07 582.24 1 72 Male G4 Stage IV T3a M1 N0 2.710332 Renal Clear Cell Carcinoma TCGA-A3-3322-01A-02R-1325-07 582.6 0 51 Male G2 Stage I T1a M0 NX 0.9003935 Renal Clear Cell Carcinoma TCGA-B0-5121-01A-02R-1420-07 585.36 0 56 Male G2 Stage I T1b M0 N0 0.676942 Renal Clear Cell Carcinoma TCGA-A3-3331-01A-02R-1325-07 585.36 0 86 Female G2 Stage I T1 M0 N0 0.6514004 Renal Clear Cell Carcinoma TCGA-BP-4971-01A-01R-1334-07 586.2 0 40 Male G3 Stage III T3a M0 N0 1.341833 Renal Clear Cell Carcinoma TCGA-BP-4789-01A-01R-1305-07 587.04 0 48 Male G2 Stage I T1a M0 NX 0.3520176 Renal Clear Cell Carcinoma TCGA-A3-3316-01A-01R-0864-07 588.6 0 57 Male G3 Stage II T2 M0 NX 0.6043054 Renal Clear Cell Carcinoma TCGA-BP-5181-01A-01R-1426-07 589.32 0 58 Female G2 Stage I T1b M0 NX 0.6812826 Renal Clear Cell Carcinoma TCGA-CJ-4905-01A-02R-1426-07 589.8 0 62 Female G2 Stage I T1a M0 NX 0.6014331 Renal Clear Cell Carcinoma TCGA-CJ-4870-01A-01R-1305-07 590.52 0 58 Female G2 Stage III T3a M0 NX 0.55898 Renal Clear Cell Carcinoma TCGA-CJ-4907-01A-01R-1426-07 590.88 0 58 Male G3 Stage III T3b M0 NX 0.697375 Renal Clear Cell Carcinoma TCGA-BP-4972-01A-01R-1334-07 592.08 0 43 Female G3 Stage III T3a M0 NX 0.5535379 Renal Clear Cell Carcinoma TCGA-A3-3320-01A-02R-1325-07 594.48 0 52 Female G1 Stage I T1b M0 NX 0.3938725 Renal Clear Cell Carcinoma TCGA-BP-4345-01A-01R-1289-07 597.6 0 62 Male G3 Stage III T3b M0 N0 1.857925 Renal Clear Cell Carcinoma TCGA-CJ-4902-01A-01R-1426-07 599.16 0 61 Male G3 Stage III T3a M0 NX 1.371362 Renal Clear Cell Carcinoma TCGA-B8-4148-01A-02R-1325-07 599.16 0 63 Female G3 Stage I T1a M0 N0 1.881876 Renal Clear Cell Carcinoma TCGA-CJ-4892-01A-01R-1305-07 599.64 0 65 Female G2 Stage I T1b M0 N0 1.402126 Renal Clear Cell Carcinoma TCGA-B8-5545-01A-01R-1672-07 601.2 0 42 Male G2 Stage I T1a M0 N0 0.8780566 Renal Clear Cell Carcinoma TCGA-CJ-4899-01A-01R-1334-07 602.4 0 42 Male G2 Stage I T1b M0 NX 0.899844 Renal Clear Cell Carcinoma TCGA-CJ-4908-01A-01R-1426-07 603.6 0 38 Male G2 Stage I T1a M0 NX 0.7790841 Renal Clear Cell Carcinoma TCGA-B0-5119-01A-02R-1420-07 611.88 0 61 Female G2 Stage I T1b M0 N0 0.8619412 Renal Clear Cell Carcinoma TCGA-A3-3362-01A-02R-1325-07 614.64 0 60 Female G2 Stage I T1a M0 N0 0.841386 Renal Clear Cell Carcinoma TCGA-CJ-4903-01A-01R-1426-07 615 0 50 Male G3 Stage I T1b M0 NX 0.5132361 Renal Clear Cell Carcinoma TCGA-B0-5117-01A-01R-1420-07 633.96 0 40 Male G2 Stage I T1b M0 NX 0.3303912 Renal Clear Cell Carcinoma TCGA-A3-3373-01A-02R-1420-07 639 0 54 Female G3 Stage I T1b M0 N0 0.4593791 Renal Clear Cell Carcinoma TCGA-A3-3329-01A-01R-0864-07 640.2 0 75 Male G2 Stage I T1b M0 N0 0.8023046 Renal Clear Cell Carcinoma TCGA-BP-4976-01A-01R-1334-07 643.32 0 77 Male G3 Stage I T1a M0 NX 0.9023119 Renal Clear Cell Carcinoma TCGA-AK-3434-01A-02R-1277-07 646.56 1 72 Male G2 Stage I T1b M0 NX 1.154645 Renal Clear Cell Carcinoma TCGA-CJ-4912-01A-01R-1426-07 653.16 0 61 Male G3 Stage II T2 M0 NX 0.5864496 Renal Clear Cell Carcinoma TCGA-BP-4344-01A-01R-1289-07 656.76 0 75 Female G2 Stage I T1a M0 NX 0.3754358 Renal Clear Cell Carcinoma TCGA-BP-4177-01A-02R-1420-07 658.32 0 65 Male G2 Stage I T1a M0 NX 0.3115294 Renal Clear Cell Carcinoma TCGA-CZ-5459-01A-01R-1503-07 663.48 0 63 Male G3 Stage III T3b M0 NX 1.593289 Renal Clear Cell Carcinoma TCGA-BP-5178-01A-01R-1426-07 673.68 1 71 Male G4 Stage IV T3a M1 NX 1.351456 Renal Clear Cell Carcinoma TCGA-B0-5696-01A-11R-1541-07 680.76 1 69 Male G4 Stage III T3a M0 N0 0.6539198 Renal Clear Cell Carcinoma TCGA-DV-5575-01A-01R-1541-07 681.6 0 52 Female G2 Stage I T1a M0 NX 0.9265108 Renal Clear Cell Carcinoma TCGA-BP-4777-01A-01R-1289-07 682.44 0 46 Male G3 Stage I T1a M0 NX 1.744051 Renal Clear Cell Carcinoma TCGA-B0-5400-01A-01R-1503-07 683.16 0 59 Female G4 Stage III T3b M0 N0 0.4908052 Renal Clear Cell Carcinoma TCGA-BP-4968-01A-01R-1334-07 688.32 0 40 Male G3 Stage I T1b M0 N0 1.710812 Renal Clear Cell Carcinoma TCGA-CJ-4869-01A-02R-1426-07 691.44 1 49 Male G2 Stage III T2 M0 N1 1.753129 Renal Clear Cell Carcinoma TCGA-B0-4710-01A-01R-1503-07 691.8 0 75 Female G3 Stage III T3a M0 N0 1.742178 Renal Clear Cell Carcinoma TCGA-CJ-4884-01A-01R-1305-07 693.48 0 72 Female G3 Stage III T3a M0 NX 0.894141 Renal Clear Cell Carcinoma TCGA-AK-3450-01A-02R-1277-07 701.28 0 85 Female G2 Stage I T1a M0 N0 0.2829541 Renal Clear Cell Carcinoma TCGA-B0-5108-01A-01R-1420-07 702.48 0 54 Male G2 Stage III T3a M0 N0 0.8540374 Renal Clear Cell Carcinoma TCGA-BP-4962-01A-01R-1334-07 703.68 0 58 Male G2 Stage II T2 M0 NX 0.9071357 Renal Clear Cell Carcinoma TCGA-CZ-4859-01A-02R-1426-07 704.52 0 59 Female G2 Stage I T1 M0 N0 0.4771952 Renal Clear Cell Carcinoma TCGA-CZ-5452-01A-01R-1503-07 705.24 0 69 Male G2 Stage II T2 M0 N0 1.385098 Renal Clear Cell Carcinoma TCGA-B0-5700-01A-11R-1541-07 705.6 0 77 Male G2 Stage I T1a M0 N0 0.8386566 Renal Clear Cell Carcinoma TCGA-CJ-4643-01A-02R-1325-07 706.8 0 67 Female G3 Stage II T2b M0 N0 0.3230692 Renal Clear Cell Carcinoma TCGA-BP-4969-01A-01R-1334-07 707.28 0 63 Female G2 Stage I T1a M0 NX 0.7949297 Renal Clear Cell Carcinoma TCGA-CJ-4637-01A-02R-1325-07 717.84 1 52 Female G4 Stage IV T2b M1 NX 4.278286 Renal Clear Cell Carcinoma TCGA-BP-4963-01A-01R-1334-07 723 0 63 Male G3 Stage I T1b M0 NX 1.651101 Renal Clear Cell Carcinoma TCGA-BP-4165-01A-02R-1289-07 724.56 1 64 Female G1 Stage I T1b M0 N0 0.7693508 Renal Clear Cell Carcinoma TCGA-BP-4775-01A-01R-1289-07 726.6 0 55 Female G2 Stage I T1a M0 NX 0.8540591 Renal Clear Cell Carcinoma TCGA-BP-4784-01A-01R-1305-07 730.92 0 67 Female G2 Stage I T1a M0 NX 0.6221905 Renal Clear Cell Carcinoma TCGA-BP-4964-01A-01R-1334-07 734.04 0 54 Female G2 Stage I T1a M0 N0 0.6766411 Renal Clear Cell Carcinoma TCGA-BP-4965-01A-01R-1334-07 737.64 0 46 Male G2 Stage I T1a M0 NX 0.9628281 Renal Clear Cell Carcinoma TCGA-BP-4769-01A-01R-1289-07 739.56 0 63 Male G2 Stage I T1a M0 NX 0.1922452 Renal Clear Cell Carcinoma TCGA-BP-4343-01A-02R-1289-07 739.56 1 64 Male G3 Stage III T3a M0 N0 1.237583 Renal Clear Cell Carcinoma TCGA-BP-4174-01A-02R-1289-07 740.76 0 49 Male G3 Stage II T2 M0 N0 0.6901335 Renal Clear Cell Carcinoma TCGA-CJ-4881-01A-01R-1305-07 741.48 1 41 Male G3 Stage III T3a M0 NX 1.739844 Renal Clear Cell Carcinoma TCGA-CJ-4882-01A-02R-1426-07 742.32 0 57 Male G3 Stage III T3a M0 NX 3.439983 Renal Clear Cell Carcinoma TCGA-BP-4774-01A-01R-1289-07 743.16 0 57 Female G2 Stage I T1a M0 NX 0.9365415 Renal Clear Cell Carcinoma TCGA-BP-4330-01A-01R-1289-07 744.24 0 60 Female G2 Stage III T3a M0 N0 1.175759 Renal Clear Cell Carcinoma TCGA-CJ-5683-01A-11R-1541-07 744.72 0 78 Male G3 Stage I T1b M0 NX 2.457564 Renal Clear Cell Carcinoma TCGA-BP-4173-01A-02R-1289-07 746.28 0 47 Male G3 Stage II T2 M0 N0 3.116198 Renal Clear Cell Carcinoma TCGA-CZ-5989-01A-11R-1672-07 750.96 0 60 Male G2 Stage II T2 M0 N0 0.1352226 Renal Clear Cell Carcinoma TCGA-CJ-6031-01A-11R-1672-07 751.32 0 54 Male G3 Stage I T1b M0 NX 1.406753 Renal Clear Cell Carcinoma TCGA-CZ-4858-01A-01R-1305-07 753.72 1 39 Male G4 Stage II T2 M0 NX 8.197835 Renal Clear Cell Carcinoma TCGA-CJ-4636-01A-02R-1325-07 758.52 0 51 Male G3 Stage III T3a M0 N0 1.353878 Renal Clear Cell Carcinoma TCGA-CZ-4863-01A-01R-1503-07 760.08 0 51 Female G3 Stage III T3b M0 N0 2.21433 Renal Clear Cell Carcinoma TCGA-CZ-5451-01A-01R-1503-07 760.44 0 74 Male G3 Stage II T2 M0 N0 0.6401989 Renal Clear Cell Carcinoma TCGA-BP-4961-01A-01R-1334-07 762.84 0 47 Male G2 Stage I T1a M0 NX 0.2962761 Renal Clear Cell Carcinoma TCGA-CJ-4889-01A-01R-1305-07 767.16 0 63 Female G4 Stage I T1a M0 NX 0.5216962 Renal Clear Cell Carcinoma TCGA-CJ-4886-01A-01R-1305-07 769.56 0 42 Female G3 Stage I T1a M0 NX 0.6024634 Renal Clear Cell Carcinoma TCGA-CJ-4876-01A-01R-1305-07 770.64 0 57 Male G3 Stage II T2b M0 N0 0.8767766 Renal Clear Cell Carcinoma TCGA-BP-4176-01A-02R-1289-07 770.64 0 64 Male G2 Stage I T1b M0 NX 0.5801874 Renal Clear Cell Carcinoma TCGA-A3-3385-01A-02R-1420-07 785.64 0 46 Female G2 Stage I T1a M0 N0 1.406524 Renal Clear Cell Carcinoma TCGA-CZ-5985-01A-11R-1672-07 787.2 0 58 Male G2 Stage II T2 M0 N0 0.9655681 Renal Clear Cell Carcinoma TCGA-CW-5587-01A-01R-1541-07 789.6 1 62 Female G2 Stage III T3b M0 N0 1.456257 Renal Clear Cell Carcinoma TCGA-DV-5567-01A-01R-1541-07 789.96 1 40 Female G2 Stage I T1a M0 NX 0.2496299 Renal Clear Cell Carcinoma TCGA-DV-A4W0-01A-11R-A266-07 791.64 1 55 Male G3 Stage I T1b MX NX 1.043092 Renal Clear Cell Carcinoma TCGA-B0-5110-01A-01R-1420-07 792 0 71 Female G2 Stage I T1a M0 N0 0.3615577 Renal Clear Cell Carcinoma TCGA-CW-5588-01A-01R-1541-07 795.12 0 78 Female G2 Stage I T1a M0 NX 0.8258358 Renal Clear Cell Carcinoma TCGA-CJ-5686-01A-11R-1672-07 803.4 0 59 Female G3 Stage I T1b M0 NX 0.5549942 Renal Clear Cell Carcinoma TCGA-CJ-4885-01A-01R-1305-07 804.6 1 64 Male G3 Stage IV T3a M1 NX 0.1837933 Renal Clear Cell Carcinoma TCGA-CZ-5984-01A-11R-1672-07 814.8 0 51 Male G3 Stage I T1b M0 N0 1.282689 Renal Clear Cell Carcinoma TCGA-BP-4781-01A-01R-1305-07 819.96 0 78 Male G3 Stage I T1a M0 NX 0.9516473 Renal Clear Cell Carcinoma TCGA-CZ-5464-01A-01R-1503-07 838.92 0 69 Male G2 Stage IV T3b M1 NX 2.657094 Renal Clear Cell Carcinoma TCGA-G6-A8L7-01A-11R-A37O-07 840.84 0 81 Female G3 Stage I T1b MX N0 5.989898 Renal Clear Cell Carcinoma TCGA-B0-5695-01A-11R-1541-07 847.56 0 61 Female G2 Stage I T1b M0 N0 0.4878742 Renal Clear Cell Carcinoma TCGA-B0-5702-01A-11R-1541-07 856.2 0 71 Male G2 Stage I T1b M0 N0 0.4359962 Renal Clear Cell Carcinoma TCGA-BP-4960-01A-01R-1334-07 856.2 0 46 Male G3 Stage II T2 M0 N0 1.181548 Renal Clear Cell Carcinoma TCGA-BP-4765-01A-01R-1289-07 861 0 43 Male G2 Stage I T1a M0 NX 0.6362744 Renal Clear Cell Carcinoma TCGA-CJ-4878-01A-01R-1305-07 861.72 0 71 Female G2 Stage III T3a M0 NX 1.356384 Renal Clear Cell Carcinoma TCGA-BP-4758-01A-01R-1289-07 870.48 0 40 Male G2 Stage I T1a M0 NX 1.385236 Renal Clear Cell Carcinoma TCGA-AK-3461-01A-02R-1277-07 873.96 0 72 Male G2 Stage I T1a M0 NX 0.9521975 Renal Clear Cell Carcinoma TCGA-CJ-5676-01A-11R-1541-07 874.8 1 47 Male G3 Stage III T3b M0 NX 0.7806332 Renal Clear Cell Carcinoma TCGA-CJ-5684-01A-11R-1541-07 879.48 0 61 Male G2 Stage III T3a M0 NX 0.7616906 Renal Clear Cell Carcinoma TCGA-B0-5703-01A-11R-1541-07 885.36 0 73 Male G3 Stage I T1b M0 N0 0.97104 Renal Clear Cell Carcinoma TCGA-BP-5174-01A-01R-1426-07 889.8 0 45 Female G2 Stage I T1a M0 NX 1.033019 Renal Clear Cell Carcinoma TCGA-CJ-4873-01A-01R-1305-07 890.52 0 85 Female G3 Stage III T3a M0 N0 1.631047 Renal Clear Cell Carcinoma TCGA-BP-5180-01A-01R-1426-07 892.08 0 53 Male G2 Stage I T1a M0 NX 1.154583 Renal Clear Cell Carcinoma TCGA-A3-3367-01A-02R-1420-07 894.84 0 72 Male G3 Stage I T1b M0 N0 0.6186166 Renal Clear Cell Carcinoma TCGA-CW-5591-01A-01R-1541-07 895.32 0 56 Male G2 Stage IV T3a M1 N0 0.3091631 Renal Clear Cell Carcinoma TCGA-A3-3370-01A-02R-1420-07 896.4 0 48 Female G2 Stage I T1b M0 N0 1.076222 Renal Clear Cell Carcinoma TCGA-CJ-4874-01A-01R-1305-07 900 0 73 Female G3 Stage I T1b M0 N0 0.6949075 Renal Clear Cell Carcinoma TCGA-BP-4159-01A-02R-1289-07 927.24 1 70 Male G2 Stage I T1b M0 N0 0.7164112 Renal Clear Cell Carcinoma TCGA-BP-4759-01A-01R-1289-07 935.04 0 50 Male G2 Stage I T1a M0 NX 1.356103 Renal Clear Cell Carcinoma TCGA-CW-5589-01A-01R-1541-07 937.44 0 52 Male G2 Stage I T1a M0 NX 0.577092 Renal Clear Cell Carcinoma TCGA-AK-3445-01A-02R-1277-07 942.96 0 69 Male G3 Stage III T3a M0 NX 1.362411 Renal Clear Cell Carcinoma TCGA-BP-5170-01A-01R-1426-07 950.88 0 55 Male G2 Stage I T1a M0 NX 0.6156728 Renal Clear Cell Carcinoma TCGA-CZ-5982-01A-11R-1672-07 961.44 0 59 Female G2 Stage I T1a M0 NX 0.4323163 Renal Clear Cell Carcinoma TCGA-CW-5583-01A-02R-1541-07 981.24 0 51 Female G2 Stage I T1a M0 NX 0.3357358 Renal Clear Cell Carcinoma TCGA-A3-3359-01A-01R-0864-07 987.12 0 82 Female G2 Stage I T1a M0 N0 1.13141 Renal Clear Cell Carcinoma TCGA-AK-3460-01A-02R-1277-07 988.68 0 58 Male G2 Stage I T1a M0 NX 0.6419644 Renal Clear Cell Carcinoma TCGA-AK-3453-01A-02R-1277-07 997.8 0 58 Female G2 Stage II T2 M0 NX 3.090827 Renal Clear Cell Carcinoma TCGA-BP-4338-01A-01R-1289-07 1013.88 1 43 Male G3 Stage I T1b M0 N0 2.362559 Renal Clear Cell Carcinoma TCGA-CW-5585-01A-01R-1541-07 1028.52 0 51 Male G2 Stage IV T3b M1 N0 0.6821941 Renal Clear Cell Carcinoma TCGA-B0-5697-01A-11R-1541-07 1036.8 0 50 Male G2 Stage I T1a M0 N0 0.8355453 Renal Clear Cell Carcinoma TCGA-BP-4959-01A-01R-1334-07 1048.68 0 49 Male G3 Stage I T1b M0 NX 0.7195027 Renal Clear Cell Carcinoma TCGA-BP-4161-01A-02R-1325-07 1058.52 1 74 Male G3 Stage I T1b M0 NX 1.056482 Renal Clear Cell Carcinoma TCGA-A3-3357-01A-02R-1420-07 1059.6 0 62 Male G3 Stage II T2 M0 N0 0.8137059 Renal Clear Cell Carcinoma TCGA-BP-4167-01A-02R-1325-07 1071.48 0 59 Male G2 Stage III T3a M0 NX 2.05061 Renal Clear Cell Carcinoma TCGA-B0-5102-01A-01R-1420-07 1077.84 1 74 Female G3 Stage I T1 M0 NX 0.486462 Renal Clear Cell Carcinoma TCGA-CW-6090-01A-11R-1672-07 1095.96 1 68 Male G3 Stage I T1b M0 NX 0.6430595 Renal Clear Cell Carcinoma TCGA-B0-5713-01A-11R-1672-07 1096.68 0 75 Female G3 Stage III T3b M0 N0 0.5876311 Renal Clear Cell Carcinoma TCGA-CZ-5458-01A-01R-1503-07 1099.44 0 43 Male G3 Stage III T3a M0 NX 0.8476783 Renal Clear Cell Carcinoma TCGA-CW-5581-01A-02R-1541-07 1103.4 0 44 Male G3 Stage I T1b M0 NX 0.2214523 Renal Clear Cell Carcinoma TCGA-BP-4163-01A-02R-1325-07 1119.24 0 60 Female G3 Stage III T3a M0 N0 0.7383869 Renal Clear Cell Carcinoma TCGA-AK-3440-01A-02R-1277-07 1129.44 0 58 Male G3 Stage I T1a M0 NX 0.2892228 Renal Clear Cell Carcinoma TCGA-AK-3451-01A-02R-1188-07 1130.64 0 48 Male G3 Stage II T2 M0 N0 0.8732689 Renal Clear Cell Carcinoma TCGA-CZ-5460-01A-01R-1503-07 1132.56 0 55 Male G2 Stage IV T3b M1 NX 0.876846 Renal Clear Cell Carcinoma TCGA-BP-4160-01A-02R-1289-07 1135.8 0 67 Male G2 Stage III T3a M0 N0 0.670163 Renal Clear Cell Carcinoma TCGA-BP-4325-01A-02R-1289-07 1168.44 0 64 Female G2 Stage I T1b M0 N0 1.823936 Renal Clear Cell Carcinoma TCGA-BP-4162-01A-02R-1325-07 1211.88 0 65 Female G2 Stage I T1b M0 N0 0.78965 Renal Clear Cell Carcinoma TCGA-CW-6093-01A-11R-1672-07 1240.2 0 73 Male G1 Stage I T1a M0 NX 0.7451372 Renal Clear Cell Carcinoma TCGA-CJ-4642-01B-01R-1305-07 1263.48 0 47 Male G2 Stage II T2 M0 NX 7.123693 Renal Clear Cell Carcinoma TCGA-B0-5706-01A-11R-1541-07 1263.48 0 45 Male G2 Stage II T2 M0 N0 1.067484 Renal Clear Cell Carcinoma TCGA-CW-6088-01A-11R-1672-07 1270.2 0 60 Male G2 Stage I T1b M0 N0 0.4940991 Renal Clear Cell Carcinoma TCGA-CJ-4639-01A-02R-1325-07 1272.96 0 49 Female G2 Stage II T2 M0 N0 0.7739602 Renal Clear Cell Carcinoma TCGA-B0-5691-01A-11R-1541-07 1281.24 1 66 Female G3 Stage I T1a M0 N0 0.6591733 Renal Clear Cell Carcinoma TCGA-CZ-4866-01A-01R-1503-07 1287.96 0 79 Female G3 Stage I T1 M0 NX 0.6072219 Renal Clear Cell Carcinoma TCGA-CZ-4862-01A-01R-1305-07 1289.52 0 46 Male G2 Stage I T1b M0 NX 1.683329 Renal Clear Cell Carcinoma TCGA-AK-3429-01A-02R-1325-07 1311.96 0 54 Female G2 Stage II T2 M0 N0 1.05972 Renal Clear Cell Carcinoma TCGA-AK-3425-01A-02R-1277-07 1317.84 0 68 Male G2 Stage I T1 M0 N0 1.602867 Renal Clear Cell Carcinoma TCGA-BP-4158-01A-02R-1289-07 1331.28 0 69 Male G2 Stage I T1b M0 N0 0.7063094 Renal Clear Cell Carcinoma TCGA-B0-5690-01A-11R-1541-07 1337.16 0 53 Female G1 Stage I T1b M0 NX 1.004876 Renal Clear Cell Carcinoma TCGA-AK-3433-01A-02R-1277-07 1343.88 0 48 Female GX Stage II T2 M0 N0 0.1165453 Renal Clear Cell Carcinoma TCGA-CJ-4640-01A-02R-1325-07 1371.84 0 49 Male G4 Stage III T3a M0 N0 1.087477 Renal Clear Cell Carcinoma TCGA-CJ-4634-01A-02R-1325-07 1378.92 0 60 Female G2 Stage I T1b M0 NX 0.6029623 Renal Clear Cell Carcinoma TCGA-AK-3427-01A-01R-0864-07 1412.52 0 65 Male GX Stage I T1a M0 N0 0.2002447 Renal Clear Cell Carcinoma TCGA-B0-5698-01A-11R-1672-07 1431.36 0 77 Male G3 Stage I T1b M0 N0 0.6031649 Renal Clear Cell Carcinoma TCGA-CJ-6032-01A-11R-1672-07 1434.6 0 63 Female G3 Stage II T2 M0 NX 0.4518949 Renal Clear Cell Carcinoma TCGA-AK-3428-01A-02R-1277-07 1469.64 0 62 Male G2 Stage III T3b M0 N0 0.3561726 Renal Clear Cell Carcinoma TCGA-B0-5707-01A-11R-1541-07 1476 0 39 Female G3 Stage I T1a M0 N0 0.380835 Renal Clear Cell Carcinoma TCGA-B0-5711-01A-11R-1672-07 1484.64 1 50 Male G3 Stage III T3b M0 NX 0.6427955 Renal Clear Cell Carcinoma TCGA-B0-5812-01A-11R-1672-07 1511.4 0 53 Male G3 Stage I T1b M0 NX 0.5498928 Renal Clear Cell Carcinoma TCGA-B0-5692-01A-11R-1541-07 1554.84 0 66 Female G3 Stage III T3b M0 N0 1.585065 Renal Clear Cell Carcinoma TCGA-B0-5709-01A-11R-1541-07 1566.6 0 62 Female G3 Stage III T3a M0 NX 1.508538 Renal Clear Cell Carcinoma TCGA-CJ-5671-01A-11R-1541-07 1571.76 0 51 Male G3 Stage I T1a M0 NX 1.591005 Renal Clear Cell Carcinoma TCGA-B0-5693-01A-11R-1541-07 1606.08 0 47 Female G2 Stage I T1b M0 NX 0.534275 Renal Clear Cell Carcinoma TCGA-B0-5096-01A-01R-1420-07 72 Female GX Stage III T3a M0 N1 1.143784 Renal Clear Cell Carcinoma TCGA-AK-3455-01A-01R-0864-07 71 Female G3 Stage III T3b M0 NX 0.793065 Renal Clear Cell Carcinoma TCGA-B0-4712-01A-01R-1503-07 76 Male G3 Stage IV T3a M1 NX 3.780698 Renal Clear Cell Carcinoma TCGA-BP-4164-01A-02R-1325-07 51 Female G2 Stage III T3a M0 NX 0.76224 Renal Clear Cell Carcinoma TCGA-BP-5176-01A-01R-1426-07 78 Female G2 Stage I T1a M0 NX 0.5934802 Renal Clear Cell Carcinoma TCGA-B0-4714-01A-01R-1277-07 81 Male G3 Stage IV T3b M1 NX 1.615016 Renal Clear Cell Carcinoma TCGA-BP-4337-01A-01R-1289-07 76 Female G4 Stage III T3b M0 N0 1.225935 Renal Clear Cell Carcinoma TCGA-CZ-5462-01A-01R-1503-07 83 Male G3 Stage IV T1b M1 NX 0.3177949 Renal Clear Cell Carcinoma TCGA-G6-A8L8-01A-21R-A37O-07 62 Female G3 Stage I T1b MX NX 0.6209159 Renal Clear Cell Carcinoma TCGA-B0-4690-01A-01R-1277-07 65 Male G3 Stage IV T4 M1 N0 6.832979 Renal Clear Cell Carcinoma TCGA-B0-4688-01A-01R-1277-07 46 Male G4 Stage IV T4 M1 N0 16.05663 Renal Clear Cell Carcinoma TCGA-CJ-5689-01A-11R-1541-07 90 Male G4 Stage I T1b M0 NX 0.746754 Renal Clear Cell Carcinoma TCGA-B0-5106-01A-01R-1420-07 64 Male G2 Stage I T1a M0 N0 0.289809 Renal Clear Cell Carcinoma TCGA-B0-4843-01A-01R-1277-07 57 Male G3 Stage III T3a M0 N0 1.401869 Renal Clear Cell Carcinoma TCGA-B0-5083-01A-02R-1420-07 63 Male G3 Stage I T1a M0 N0 0.2207154 Renal Clear Cell Carcinoma TCGA-CW-5580-01A-01R-1672-07 73 Female G3 Stage IV T3a M1 NX 1.00438 Renal Clear Cell Carcinoma TCGA-BP-4763-01A-01R-1289-07 79 Female G2 Stage I T1a M0 NX 0.6131129 Renal Clear Cell Carcinoma TCGA-CJ-5672-01A-11R-1541-07 84 Male G3 Stage I T1a M0 NX 1.150722 Renal Clear Cell Carcinoma TCGA-B8-4143-01A-01R-1188-07 66 Female G3 Stage IV T3a M1 N0 5.436503 Renal Clear Cell Carcinoma TCGA-CJ-4900-01A-01R-1334-07 69 Female G4 Stage IV T4 M1 N1 3.011515 Renal Clear Cell Carcinoma TCGA-B0-4697-01A-01R-1277-07 46 Female G4 Stage IV T3b M1 NX 4.830183 Renal Clear Cell Carcinoma TCGA-B2-4098-01A-02R-1325-07 72 Female G2 Stage I T1b M0 NX 0.4813436 Renal Clear Cell Carcinoma TCGA-CJ-4891-01A-01R-1305-07 57 Female G4 Stage III T3c M0 N0 1.050875 Renal Clear Cell Carcinoma TCGA-B0-5075-01A-01R-1334-07 77 Female G2 Stage III T3a M0 N0 0.9386212 Renal Clear Cell Carcinoma TCGA-BP-4341-01A-01R-1289-07 67 Male G2 Stage III T3a M0 NX 0.8093539 Renal Clear Cell Carcinoma TCGA-B0-5092-01A-01R-1420-07 53 Female G3 Stage IV T1a M1 N0 4.086328 Renal Clear Cell Carcinoma TCGA-B0-4706-01A-01R-1503-07 61 Male G4 Stage III T3a M0 NX 1.528936 Renal Clear Cell Carcinoma TCGA-G6-A5PC-01A-11R-A33J-07 54 Female G4 Stage IV T1b M1 N0 1.002228 Renal Clear Cell Carcinoma TCGA-BP-4331-01A-01R-1289-07 52 Male G2 Stage I T1a M0 N0 0.9448752 Renal Clear Cell Carcinoma TCGA-CZ-5453-01A-01R-1503-07 67 Male G2 Stage II T2 M0 NX 0.6190395 Renal Clear Cell Carcinoma TCGA-CJ-4920-01A-01R-1426-07 64 Female G2 Stage I T1b M0 NX 1.423551 Renal Clear Cell Carcinoma TCGA-BP-4798-01A-01R-1305-07 74 Male G4 T3b M1 N0 1.944168 Renal Clear Cell Carcinoma TCGA-B0-4713-01A-01R-1277-07 76 Female G2 Stage III T3b M0 NX 1.882922 Renal Clear Cell Carcinoma TCGA-BP-4346-01A-01R-1289-07 57 Male G3 Stage III T3b M0 N0 2.597079 Renal Clear Cell Carcinoma TCGA-B0-4839-01A-01R-1305-07 80 Female G2 Stage I T1b M0 N0 0.6607547 Renal Clear Cell Carcinoma TCGA-B0-5085-01A-01R-1334-07 76 Female G3 Stage III T3a M0 N0 0.8973859 Renal Clear Cell Carcinoma TCGA-CZ-4865-01A-02R-1503-07 70 Female G2 Stage I T1a M0 NX 1.327115 Renal Clear Cell Carcinoma TCGA-B0-4691-01A-01R-1277-07 55 Male G3 Stage IV T2 M1 N0 2.211031 Renal Clear Cell Carcinoma TCGA-BP-4355-01A-01R-1289-07 59 Female G4 Stage III T3a M0 NX 0.3612381 Renal Clear Cell Carcinoma TCGA-BP-4790-01A-01R-1305-07 76 Male G2 Stage I T1a M0 NX 0.6141664 Renal Clear Cell Carcinoma TCGA-B0-4833-01A-01R-1305-07 82 Female G2 Stage I T1b M0 N0 1.557754 Renal Clear Cell Carcinoma TCGA-B0-4694-01A-01R-1277-07 72 Male G4 Stage III T3b M0 NX 0.7688612 Renal Clear Cell Carcinoma TCGA-B0-4701-01A-01R-1277-07 66 Female G3 Stage IV T3a M1 N0 1.621158 Renal Clear Cell Carcinoma TCGA-B0-4847-01A-01R-1277-07 60 Male G3 Stage IV T3a M1 NX 2.168748 Renal Clear Cell Carcinoma TCGA-B0-4703-01A-01R-1277-07 51 Male G4 Stage IV T3a M1 N0 2.917581 Renal Clear Cell Carcinoma TCGA-B0-4821-01A-01R-1503-07 68 Female G3 Stage III T3b M0 N0 5.670412 Renal Clear Cell Carcinoma TCGA-CJ-6030-01A-11R-1672-07 65 Male G3 Stage I T1a M0 N0 1.483708 Renal Clear Cell Carcinoma TCGA-B0-4699-01A-01R-1277-07 74 Male G4 Stage IV T4 M1 N0 8.584867 Renal Clear Cell Carcinoma TCGA-BP-4353-01A-02R-1289-07 61 Male G2 Stage I T1 M0 N0 1.229483 Renal Clear Cell Carcinoma TCGA-B0-4693-01A-01R-1277-07 72 Female G4 Stage III T3a M0 N0 0.4344453 Renal Clear Cell Carcinoma TCGA-B0-5077-01A-01R-1334-07 77 Male G3 Stage I T1a M0 N0 1.658504 Renal Clear Cell Carcinoma TCGA-BP-4340-01A-01R-1289-07 70 Female G2 Stage I T1b M0 N0 0.6877119 Renal Clear Cell Carcinoma TCGA-CZ-4860-01A-01R-1305-07 60 Male G4 Stage IV T4 M1 NX 2.30696 Renal Clear Cell Carcinoma TCGA-B0-4813-01A-01R-1277-07 68 Male G3 Stage III T3b M0 NX 2.726703 Renal Clear Cell Carcinoma TCGA-CZ-5455-01A-01R-1503-07 63 Male G4 Stage IV T3b M1 NX 1.482901 Renal Clear Cell Carcinoma TCGA-AK-3431-01A-02R-1277-07 62 Female G3 Stage II T2 M0 NX 1.058392 Renal Clear Cell Carcinoma TCGA-A3-3313-01A-02R-1325-07 59 Male G3 Stage I T1b M0 N0 1.242402 Renal Clear Cell Carcinoma TCGA-B0-4815-01A-01R-1503-07 65 Male G4 Stage III T3a M0 NX 4.259085 Renal Clear Cell Carcinoma TCGA-B0-4698-01A-01R-1503-07 75 Male G4 Stage IV T4 M0 NX 28.11502 Renal Clear Cell Carcinoma TCGA-CZ-4854-01A-01R-1305-07 68 Male G2 Stage I T1b M0 N0 1.130743 Renal Clear Cell Carcinoma TCGA-BP-4981-01A-01R-1334-07 75 Female G3 Stage III T3a M0 NX 0.5688576 Renal Clear Cell Carcinoma TCGA-A3-3311-01A-02R-1325-07 57 Male G2 Stage I T1 M0 NX 1.180159 Renal Clear Cell Carcinoma TCGA-BP-5173-01A-01R-1426-07 75 Male G2 Stage I T1a M0 NX 1.568462 Renal Clear Cell Carcinoma TCGA-CZ-4864-01A-01R-1503-07 86 Male G3 Stage II T2 M0 N0 1.513156 Renal Clear Cell Carcinoma TCGA-B0-4707-01A-01R-1277-07 63 Male G4 Stage III T3a M0 NX 1.963888 Renal Clear Cell Carcinoma TCGA-B0-4823-01A-02R-1420-07 88 Male G2 Stage I T1a M0 N0 0.6020448 Renal Clear Cell Carcinoma TCGA-BP-5168-01A-01R-1420-07 75 Male G2 Stage I T1a M0 NX 0.6325155 Renal Clear Cell Carcinoma TCGA-DV-5576-01A-01R-1541-07 55 Female G2 Stage I T1a M0 NX 0.5471168 Renal Clear Cell Carcinoma TCGA-B0-4834-01A-01R-1305-07 49 Male G3 Stage I T1a M0 N0 0.3797754 Renal Clear Cell Carcinoma TCGA-CW-6087-01A-11R-1672-07 61 Male G4 Stage IV T3a M1 N1 7.334666 Renal Clear Cell Carcinoma TCGA-B0-4814-01A-01R-1277-07 58 Male G3 Stage IV T4 M1 N0 1.137137 Renal Clear Cell Carcinoma TCGA-BP-4170-01A-02R-1289-07 72 Female G2 Stage I T1b M0 N0 0.4043332 Renal Clear Cell Carcinoma TCGA-A3-3325-01A-01R-0864-07 52 Male G2 Stage I T1a M0 NX 1.112477 Renal Clear Cell Carcinoma TCGA-BP-4762-01A-02R-1289-07 42 Male G3 Stage I T1a M0 NX 0.7644644 Renal Clear Cell Carcinoma TCGA-B0-4824-01A-01R-1277-07 49 Female G3 Stage I T1a M0 N0 1.471877 Renal Clear Cell Carcinoma TCGA-A3-3352-01A-01R-0864-07 74 Male G3 Stage III T3a M0 N0 0.5643853 Renal Clear Cell Carcinoma TCGA-A3-3376-01A-02R-1420-07 51 Male G2 Stage I T1a M0 N0 1.165386 Renal Clear Cell Carcinoma TCGA-B0-5088-01A-01R-1334-07 53 Male G3 Stage I T1b M0 N0 1.102804 Renal Clear Cell Carcinoma TCGA-B0-5098-01A-01R-1420-07 53 Female G3 Stage I T1 M0 NX 13.47475 Renal Clear Cell Carcinoma TCGA-B0-5104-01A-01R-1420-07 90 Female G2 Stage I T1 M0 N0 0.4621379 Renal Clear Cell Carcinoma TCGA-B0-4945-01A-01R-1420-07 75 Female G2 Stage I T1a M0 N0 0.3040799 Renal Clear Cell Carcinoma TCGA-B0-4836-01A-01R-1305-07 61 Male G3 Stage IV T3b M1 NX 1.854509 Renal Clear Cell Carcinoma TCGA-CZ-4861-01A-01R-1305-07 63 Male G2 Stage II T2 M0 NX 1.561748 Renal Clear Cell Carcinoma TCGA-B0-4822-01A-01R-1277-07 78 Male G4 Stage II T2 M0 NX 3.395635 Renal Clear Cell Carcinoma TCGA-B0-4838-01A-01R-1305-07 69 Female G3 Stage I T1b M0 N0 1.620543 Renal Clear Cell Carcinoma TCGA-B0-5095-01A-01R-1420-07 81 Male G3 Stage III T3a M0 N0 2.182446 Renal Clear Cell Carcinoma TCGA-CZ-5465-01A-01R-1503-07 76 Female G2 Stage III T3b M0 NX 0.4291331 Renal Clear Cell Carcinoma TCGA-DV-A4VX-01A-11R-A266-07 59 Male G4 Stage IV T3b MX N0 1.671693 Renal Clear Cell Carcinoma TCGA-B0-4817-01A-01R-1277-07 81 Male G3 Stage III T3c M0 N0 1.044682 Renal Clear Cell Carcinoma TCGA-BP-4327-01A-01R-1289-07 75 Female G2 Stage II T2 M0 N0 0.6901169 Renal Clear Cell Carcinoma TCGA-B0-5099-01A-01R-1420-07 88 Female G3 Stage III T3b M0 NX 0.4029693 Renal Clear Cell Carcinoma TCGA-B0-4828-01A-01R-1277-07 79 Male G3 Stage IV T2 M1 NX 1.290263 Renal Clear Cell Carcinoma TCGA-CJ-6027-01A-11R-1672-07 77 Male G4 Stage I T1a M0 NX 3.508648 Renal Clear Cell Carcinoma TCGA-B0-4816-01A-01R-1503-07 49 Male G3 Stage II T2 M0 N0 0.7202185 Renal Clear Cell Carcinoma TCGA-CZ-5468-01A-01R-1503-07 84 Male G4 Stage IV T3b M1 NX 2.76559 Renal Clear Cell Carcinoma TCGA-B0-4819-01A-01R-1277-07 60 Female G4 Stage IV T3b M1 NX 1.681946 Renal Clear Cell Carcinoma TCGA-B0-4700-01A-02R-1541-07 60 Male G4 Stage IV T4 M1 NX 3.523409 Renal Clear Cell Carcinoma