Fields »
ABOUT
HELP
BLOG
BCAP31

RENAL CANCER - Survival analysis
Renal cancer
Kidney Renal Clear Cell Carcinoma (KIRC)
Kidney Renal Papillary Cell Carcinoma (KIRP)
Kidney Chromophobe (KICH)

Best separation

Median separation
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516YearsLow (n=209)High (n=668)
0.00.10.20.30.40.50.60.70.80.91.0Survival probability 0 1 2 3 4 5 6 7 8 910111213141516YearsLow (n=438)High (n=439)

Expression cutoff

 81.4 FPKM 97.6 FPKM

5-year survival high

 67% 70%

5-year survival low

 71% 68%

Log-rank P value

 2.11e-1 8.89e-1

Interactive survival scatter plot (individual patient data)




Stage:

0246810121416Living years0.050100150200250300350400450FPKMAlive (n=651)Dead (n=226)BestMedian

TCGA RNA samples

Average FPKM

 105.5

Number of samples

 877

Samples

Sample

Description

FPKM
TCGA-HE-7130-01A female, stage:iii 492.2
TCGA-F9-A97G-01A 79 years, male, asian, stage:iii 447.9
TCGA-2Z-A9J2-01A 71 years, female, white, stage:i 371.3
TCGA-B0-5702-01A 71 years, male, white, stage:i 368.0
TCGA-Q2-A5QZ-01A 61 years, female, black or african american, stage:iii 299.9
TCGA-A3-3383-01A 52 years, male, white, stage:i 275.2
TCGA-BQ-5887-01A 54 years, male, white, stage:iii 266.1
TCGA-MH-A854-01A 62 years, female, black or african american, stage:i 265.6
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i 241.2
TCGA-A4-A5Y1-01A 75 years, male, white, stage:iii 227.1
TCGA-KN-8426-01A 50 years, male, white, stage:iv 222.6
TCGA-AK-3447-01A 84 years, male, white, stage:ii 218.7
TCGA-BP-4985-01A 72 years, male, white, stage:iii 218.6
TCGA-5P-A9K4-01A 54 years, male, white 217.0
TCGA-SX-A7SP-01A 66 years, female, white, stage:i 210.2
TCGA-B9-4116-01A 75 years, female, black or african american 209.2
TCGA-GL-8500-01A 63 years, male, white, stage:i 205.4
TCGA-2Z-A9JT-01A 71 years, male, white, stage:i 204.1
TCGA-BQ-5891-01A 57 years, female, white, stage:iii 203.2
TCGA-G7-6789-01A 53 years, female, white, stage:iv 202.8
TCGA-B1-A656-01A 64 years, male, white, stage:i 202.5
TCGA-P4-A5EB-01A 83 years, male, white, stage:i 201.9
TCGA-Y8-A8S1-01A 61 years, male, white, stage:i 200.3
TCGA-B1-7332-01A 61 years, female, black or african american, stage:ii 195.9
TCGA-IZ-A6M8-01A 69 years, male, black or african american, stage:i 193.2
TCGA-CZ-5458-01A 43 years, male, white, stage:iii 191.1
TCGA-CZ-4865-01A 70 years, female, white, stage:i 190.3
TCGA-P4-A5EA-01A 54 years, female, white, stage:iii 190.0
TCGA-2Z-A9JQ-01A 66 years, male, white, stage:i 188.9
TCGA-AL-A5DJ-01A 55 years, female, white, stage:iii 185.6
TCGA-MH-A562-01A 57 years, male, black or african american, stage:i 183.8
TCGA-B4-5835-01A 64 years, female, white, stage:i 182.7
TCGA-MH-A560-01A 62 years, male, white, stage:i 182.3
TCGA-BQ-5882-01A 54 years, male, stage:iii 181.4
TCGA-G7-7502-01A 83 years, male, white, stage:i 180.7
TCGA-IZ-A6M9-01A 63 years, male, white, stage:i 177.6
TCGA-B0-4842-01A 74 years, female, white, stage:iii 177.3
TCGA-B0-4712-01A 76 years, male, white, stage:iv 177.2
TCGA-B0-4713-01A 76 years, female, white, stage:iii 175.9
TCGA-B9-A44B-01A 70 years, male, black or african american, stage:iii 175.5
TCGA-G7-6796-01A 58 years, male, white, stage:i 174.8
TCGA-A4-7286-01A 42 years, male, white 172.0
TCGA-BQ-5893-01A 61 years, male, white, stage:iv 171.9
TCGA-A4-7287-01A 75 years, female, white, stage:i 171.1
TCGA-IA-A83V-01A 63 years, male, white, stage:i 170.9
TCGA-Y8-A898-01A 69 years, male, white, stage:i 170.5
TCGA-2Z-A9J8-01A 50 years, male, white, stage:i 169.2
TCGA-P4-AAVO-01A 69 years, male, white, stage:i 168.5
TCGA-F9-A7VF-01A 75 years, female, white, stage:i 163.7
TCGA-G7-6793-01A 60 years, female, white, stage:iv 163.7
TCGA-UZ-A9PL-01A 59 years, male, white, stage:ii 163.3
TCGA-B0-4688-01A 46 years, male, white, stage:iv 163.1
TCGA-2Z-A9J5-01A 80 years, male, white, stage:ii 163.0
TCGA-KO-8414-01A 50 years, female, white, stage:ii 163.0
TCGA-KO-8415-01A 44 years, female, white, stage:i 162.9
TCGA-CJ-5681-01A 44 years, female, white, stage:iv 162.3
TCGA-IA-A83T-01A 80 years, male, white 162.2
TCGA-KN-8421-01A 48 years, female, white, stage:ii 161.7
TCGA-WN-AB4C-01A female, white, stage:i 161.7
TCGA-2Z-A9JP-01A 63 years, male, white, stage:i 161.4
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii 161.1
TCGA-2Z-A9J7-01A 63 years, male, white, stage:iv 159.4
TCGA-AL-7173-01A 72 years, female, white, stage:iv 158.5
TCGA-F9-A4JJ-01A 35 years, female, black or african american, stage:iii 158.5
TCGA-B9-A5W8-01A 50 years, male, black or african american, stage:ii 157.5
TCGA-B1-A654-01A 43 years, female, black or african american, stage:i 156.5
TCGA-B0-4707-01A 63 years, male, white, stage:iii 155.8
TCGA-F9-A8NY-01A 38 years, female, asian, stage:iv 155.6
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i 155.0
TCGA-KL-8331-01A 48 years, female, white, stage:ii 154.2
TCGA-HE-A5NK-01A 82 years, male 154.0
TCGA-BP-5174-01A 45 years, female, white, stage:i 153.9
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv 153.7
TCGA-B0-5084-01A 33 years, male, white, stage:iv 152.6
TCGA-A4-A6HP-01A 66 years, male, white, stage:i 152.5
TCGA-2Z-A9JE-01A 59 years, male, white, stage:i 152.3
TCGA-BP-4959-01A 49 years, male, white, stage:i 151.8
TCGA-BQ-7044-01A 73 years, male, white, stage:iii 150.5
TCGA-B1-5398-01A 73 years, male, white, stage:iii 149.7
TCGA-B9-A5W9-01A 40 years, male, white, stage:i 148.5
TCGA-G7-A8LC-01A 61 years, male, white, stage:i 147.8
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i 147.5
TCGA-Y8-A8RZ-01A 55 years, male, white, stage:i 147.5
TCGA-IA-A40Y-01A 60 years, female, white, stage:iii 147.0
TCGA-F9-A7Q0-01A 37 years, female, asian, stage:i 145.8
TCGA-CJ-4891-01A 57 years, female, white, stage:iii 145.5
TCGA-BQ-7050-01A 53 years, female, white, stage:i 145.2
TCGA-BQ-5885-01A 63 years, male, white, stage:iii 144.9
TCGA-CZ-5464-01A 69 years, male, white, stage:iv 144.7
TCGA-BQ-5888-01A 74 years, female, white, stage:i 144.6
TCGA-J7-6720-01A 42 years, male, asian, stage:i 144.3
TCGA-2Z-A9J1-01A 71 years, male, white, stage:i 143.5
TCGA-BP-4761-01A 57 years, male, white, stage:iii 143.4
TCGA-5P-A9K3-01A 59 years, male, white 143.0
TCGA-B9-A8YI-01A 79 years, male, black or african american, stage:i 142.9
TCGA-A4-7915-01A 35 years, female, black or african american, stage:ii 142.4
TCGA-B9-A69E-01A 71 years, male, white, stage:iii 142.3
TCGA-KL-8337-01A 26 years, male, black or african american, stage:ii 142.1
TCGA-KO-8408-01A 47 years, male, white, stage:iii 141.7
TCGA-B0-4694-01A 72 years, male, white, stage:iii 141.2
TCGA-KM-8438-01A 45 years, female, white, stage:ii 141.2
TCGA-MH-A561-01A 66 years, male, white, stage:i 141.0
TCGA-CJ-4873-01A 85 years, female, white, stage:iii 140.3
TCGA-B0-5705-01A 65 years, female, white, stage:i 140.1
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv 140.1
TCGA-IA-A40X-01A 49 years, female, black or african american, stage:i 139.7
TCGA-CJ-6031-01A 54 years, male, white, stage:i 139.5
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv 139.2
TCGA-B0-5107-01A 65 years, female, white, stage:iv 138.9
TCGA-5P-A9K8-01A 51 years, female, white 138.3
TCGA-AK-3429-01A 54 years, female, white, stage:ii 138.3
TCGA-AK-3428-01A 62 years, male, white, stage:iii 138.3
TCGA-P4-A5E8-01A 57 years, male, white, stage:iii 138.1
TCGA-P4-AAVK-01A 74 years, male, white, stage:iii 138.0
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i 138.0
TCGA-UZ-A9PM-01A 62 years, male, white, stage:ii 137.4
TCGA-A3-3374-01A 51 years, female, black or african american, stage:i 137.2
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i 137.2
TCGA-SX-A7SL-01A 74 years, male, stage:i 137.2
TCGA-A4-A48D-01A 85 years, male, black or african american, stage:i 137.1
TCGA-A4-8098-01A 73 years, male, black or african american, stage:i 137.1
TCGA-A4-A57E-01A 59 years, male, white, stage:iv 137.0
TCGA-CJ-5677-01A 54 years, female, white, stage:iv 137.0
TCGA-MH-A55Z-01A 65 years, male, black or african american, stage:i 136.8
TCGA-SX-A71W-01A 66 years, male, white, stage:i 136.7
TCGA-KO-8413-01A 46 years, male, white, stage:i 136.1
TCGA-B2-5639-01A 46 years, male, white, stage:iv 136.1
TCGA-SX-A7SO-01A 64 years, male, white, stage:i 136.0
TCGA-CZ-5469-01A 41 years, male, white, stage:ii 135.8
TCGA-BQ-7056-01A 75 years, female, white, stage:iii 135.7
TCGA-UZ-A9PP-01A 60 years, male, white, stage:i 135.2
TCGA-KL-8330-01A 44 years, female, black or african american, stage:ii 134.7
TCGA-5P-A9KF-01A 53 years, male, white 134.5
TCGA-B0-5080-01A 63 years, male, white, stage:iv 133.9
TCGA-PJ-A5Z9-01A 80 years, female, white, stage:i 133.2
TCGA-CJ-4897-01A 79 years, female, white, stage:iii 133.0
TCGA-BQ-5877-01A 60 years, male, black or african american, stage:iv 133.0
TCGA-B0-4839-01A 80 years, female, white, stage:i 132.9
TCGA-KL-8339-01A 67 years, male, white, stage:iv 132.3
TCGA-CW-5581-01A 44 years, male, white, stage:i 132.1
TCGA-GL-A9DC-01A 66 years, female, white, stage:i 132.1
TCGA-BQ-5875-01A 66 years, female, white, stage:iii 132.1
TCGA-Y8-A897-01A 68 years, female, white, stage:i 131.9
TCGA-CZ-5468-01A 84 years, male, white, stage:iv 131.9
TCGA-A4-8516-01A 62 years, male, white, stage:iii 131.8
TCGA-4A-A93X-01A 58 years, male, white, stage:iv 131.6
TCGA-CZ-5452-01A 69 years, male, white, stage:ii 131.5
TCGA-5P-A9JZ-01A 51 years, female, white 131.5
TCGA-A3-3328-01A 79 years, male, white, stage:i 131.4
TCGA-KN-8418-01A 41 years, female, white, stage:ii 131.4
TCGA-P4-A5E6-01A 67 years, male, black or african american, stage:iii 131.1
TCGA-4A-A93Y-01A 63 years, female, black or african american, stage:ii 130.9
TCGA-KL-8328-01A 60 years, male, white, stage:ii 130.8
TCGA-BP-4334-01A 56 years, male, white, stage:iii 130.7
TCGA-B0-4844-01A 60 years, male, white, stage:iv 130.7
TCGA-AK-3450-01A 85 years, female, white, stage:i 130.6
TCGA-5P-A9JU-01A 81 years, male, white, stage:iii 130.6
TCGA-CZ-5470-01A 72 years, female, stage:ii 130.3
TCGA-B0-4828-01A 79 years, male, white, stage:iv 129.8
TCGA-B3-4104-01A 75 years, male, white, stage:ii 129.8
TCGA-DW-7834-01A 53 years, male, white, stage:i 129.7
TCGA-5P-A9JW-01A 64 years, male, white 129.7
TCGA-IA-A83S-01A 81 years, male, white 129.5
TCGA-CJ-5676-01A 47 years, male, white, stage:iii 129.3
TCGA-4A-A93W-01A 66 years, female, white, stage:i 129.2
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i 128.8
TCGA-5P-A9JY-01A 79 years, male, white 128.7
TCGA-5P-A9K0-01A 75 years, male, white 128.6
TCGA-B0-5400-01A 59 years, female, white, stage:iii 128.5
TCGA-2K-A9WE-01A 53 years, male, white, stage:ii 128.5
TCGA-BQ-5890-01A 69 years, male, white, stage:iii 128.4
TCGA-P4-AAVL-01A 85 years, male, white, stage:iii 128.1
TCGA-KN-8419-01A 43 years, male, black or african american, stage:ii 127.8
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i 127.6
TCGA-2Z-A9JR-01A 57 years, male, white, stage:i 127.5
TCGA-A4-8310-01A 58 years, male, white, stage:iii 127.3
TCGA-AK-3451-01A 48 years, male, white, stage:ii 127.2
TCGA-SX-A71U-01A 57 years, male, white, stage:i 126.9
TCGA-AK-3436-01A 40 years, male, white, stage:iv 126.5
TCGA-KL-8334-01A 37 years, female, white, stage:iii 126.1
TCGA-SX-A7SM-01A 60 years, male, black or african american, stage:iv 125.3
TCGA-G7-6797-01A 46 years, male, white, stage:iii 125.3
TCGA-BP-4968-01A 40 years, male, white, stage:i 124.7
TCGA-GL-A4EM-01A 62 years, male, white, stage:i 124.6
TCGA-2Z-A9JM-01A 28 years, male, white, stage:i 124.2
TCGA-2Z-A9JI-01A 38 years, male, white, stage:iii 123.7
TCGA-DW-7836-01A 55 years, male, white, stage:i 123.6
TCGA-IA-A40U-01A 56 years, male, white, stage:iii 123.2
TCGA-BP-5191-01A 80 years, male, white, stage:iii 123.2
TCGA-B0-5707-01A 39 years, female, white, stage:i 123.1
TCGA-KL-8324-01A 67 years, female, white, stage:ii 123.1
TCGA-CJ-5682-01A 60 years, male, white, stage:iv 123.0
TCGA-KL-8340-01A 34 years, male, white, stage:ii 123.0
TCGA-BP-4758-01A 40 years, male, white, stage:i 122.9
TCGA-G7-7501-01A 55 years, female, black or african american, stage:iii 122.9
TCGA-5P-A9K6-01A 64 years, male, white 122.7
TCGA-GL-A59R-01A 79 years, male, white, stage:iii 122.6
TCGA-KL-8338-01A 51 years, male, white, stage:iii 122.3
TCGA-CW-5585-01A 51 years, male, white, stage:iv 122.1
TCGA-5P-A9KE-01A 70 years, male, white 121.9
TCGA-EU-5905-01A 67 years, female, white, stage:i 121.9
TCGA-BP-4167-01A 60 years, male, white, stage:iii 121.8
TCGA-KN-8423-01A 44 years, male, white, stage:i 121.7
TCGA-SX-A7SU-01A 47 years, male, stage:i 121.7
TCGA-B9-A5W7-01A 47 years, male, black or african american, stage:i 121.6
TCGA-UZ-A9PN-01A 54 years, male, white, stage:iii 120.7
TCGA-B8-5546-01A 38 years, female, black or african american, stage:i 120.4
TCGA-KO-8405-01A 29 years, male, white, stage:iii 120.2
TCGA-GL-7966-01A 28 years, female, white, stage:iii 120.1
TCGA-2Z-A9J6-01A 61 years, male, white, stage:i 120.1
TCGA-SX-A7SR-01A 66 years, male, white, stage:ii 120.0
TCGA-P4-A5ED-01A 51 years, male, white, stage:i 119.7
TCGA-CZ-5454-01A 63 years, male, white, stage:iv 119.6
TCGA-BQ-5880-01A 79 years, male, white, stage:iii 119.5
TCGA-BP-4343-01A 64 years, male, white, stage:iii 119.5
TCGA-SX-A7SN-01A 52 years, male, white, stage:i 119.5
TCGA-BP-5178-01A 71 years, male, white, stage:iv 119.2
TCGA-B0-5697-01A 50 years, male, white, stage:i 119.1
TCGA-KV-A6GD-01A 85 years, male, white, stage:i 119.0
TCGA-DW-7839-01A 58 years, female, white, stage:i 118.9
TCGA-5P-A9K9-01A 59 years, female, white 118.8
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i 118.5
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv 118.5
TCGA-CJ-4869-01A 49 years, male, white, stage:iii 118.5
TCGA-BQ-5876-01A 75 years, male, white, stage:i 118.3
TCGA-BP-4777-01A 46 years, male, white, stage:i 118.2
TCGA-B9-4117-01A 48 years, female, black or african american 118.2
TCGA-BP-4977-01A 57 years, male, white, stage:i 118.2
TCGA-KL-8346-01A 62 years, male, white, stage:ii 118.1
TCGA-BQ-5881-01A 69 years, male, white, stage:i 117.9
TCGA-A4-A5Y0-01A 61 years, female, white, stage:i 117.8
TCGA-A4-7583-01A 60 years, male, black or african american, stage:i 117.7
TCGA-B0-5088-01A 53 years, male, white, stage:i 117.7
TCGA-CJ-4902-01A 61 years, male, white, stage:iii 117.6
TCGA-MH-A855-01A 52 years, female, black or african american, stage:ii 117.5
TCGA-CJ-5679-01A 73 years, male, white, stage:iii 117.5
TCGA-B0-5701-01A 65 years, male, white, stage:iii 117.4
TCGA-KN-8433-01A 46 years, female, white, stage:iii 117.3
TCGA-G7-A4TM-01A 41 years, male, black or african american, stage:i 116.8
TCGA-DZ-6132-01A 69 years, male, stage:i 116.8
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii 116.7
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv 116.5
TCGA-Y8-A896-01A 62 years, male, white, stage:iii 116.4
TCGA-BP-5000-01A 40 years, male, white, stage:i 116.4
TCGA-DV-5566-01A 67 years, female, white, stage:i 116.3
TCGA-EV-5902-01A 58 years, male, white, stage:i 116.2
TCGA-J7-A8I2-01A 75 years, male, asian, stage:i 116.1
TCGA-CJ-4893-01A 76 years, female, white, stage:i 115.9
TCGA-BQ-7062-01A 64 years, male, black or african american, stage:i 115.8
TCGA-A4-7828-01A 74 years, female, black or african american, stage:i 115.7
TCGA-KO-8409-01A 69 years, male, white, stage:ii 115.5
TCGA-KM-8639-01A 67 years, male, white, stage:i 115.3
TCGA-B0-4823-01A 88 years, male, white, stage:i 115.3
TCGA-J7-8537-01A 37 years, female, asian, stage:iii 115.2
TCGA-DV-5568-01A 26 years, male, white, stage:i 115.2
TCGA-GL-A59T-01A 46 years, male, white, stage:i 115.2
TCGA-DW-7841-01A 61 years, male, black or african american, stage:i 115.1
TCGA-CJ-5684-01A 61 years, male, white, stage:iii 115.1
TCGA-A3-3363-01A 50 years, male, asian, stage:ii 114.8
TCGA-CZ-5451-01A 74 years, male, white, stage:ii 114.8
TCGA-CJ-6033-01A 54 years, female, white, stage:iv 114.5
TCGA-MH-A856-01A 54 years, male, white, stage:i 114.1
TCGA-KO-8410-01A 74 years, female, white, stage:i 113.7
TCGA-B0-4821-01A 68 years, female, asian, stage:iii 113.5
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii 113.3
TCGA-KL-8335-01A 68 years, male, white, stage:iii 113.2
TCGA-B0-5102-01A 74 years, female, white, stage:i 113.0
TCGA-G7-6792-01A 40 years, male, black or african american, stage:i 112.7
TCGA-BP-4976-01A 77 years, male, white, stage:i 112.7
TCGA-CZ-4854-01A 68 years, male, white, stage:i 112.0
TCGA-BP-4983-01A 67 years, female, asian, stage:iii 112.0
TCGA-CJ-4881-01A 41 years, male, white, stage:iii 112.0
TCGA-SX-A71R-01A 51 years, male, white, stage:i 111.9
TCGA-BP-5176-01A 78 years, female, white, stage:i 111.8
TCGA-B0-4848-01A 54 years, male, white, stage:iii 111.8
TCGA-B0-5700-01A 77 years, male, white, stage:i 111.7
TCGA-EU-5907-01A 81 years, male, white, stage:iii 111.7
TCGA-5P-A9KA-01A 61 years, male, white 111.6
TCGA-A3-3380-01A 54 years, male, stage:i 111.5
TCGA-KN-8432-01A 86 years, female, white, stage:ii 111.5
TCGA-B0-5075-01A 77 years, female, white, stage:iii 111.4
TCGA-B9-4115-01A 53 years, male, black or african american, stage:i 111.2
TCGA-AL-3473-01A 55 years, male, white, stage:ii 111.2
TCGA-B9-7268-01A 59 years, male, white, stage:ii 111.1
TCGA-B0-5120-01A 72 years, female, white, stage:i 111.1
TCGA-BP-5007-01A 46 years, male, white, stage:ii 111.1
TCGA-A4-8312-01A 60 years, male, black or african american, stage:i 111.1
TCGA-B0-4691-01A 55 years, male, white, stage:iv 111.0
TCGA-BP-4352-01A 74 years, female, white, stage:iv 111.0
TCGA-UZ-A9PO-01A 80 years, male, white, stage:i 110.9
TCGA-AL-3472-01A 57 years, male, black or african american 110.7
TCGA-KL-8336-01A 51 years, female, white, stage:iv 110.7
TCGA-B1-A47M-01A 79 years, male, black or african american, stage:iii 110.6
TCGA-MM-A563-01A 41 years, male, black or african american 110.3
TCGA-BQ-7059-01A 71 years, male, white, stage:i 110.3
TCGA-Y8-A8S0-01A 58 years, male, white, stage:i 110.2
TCGA-Y8-A894-01A 57 years, female, white, stage:i 110.2
TCGA-BQ-5889-01A 63 years, male, white, stage:iv 110.2
TCGA-BP-4776-01A 52 years, male, white, stage:i 110.2
TCGA-DW-5560-01A 38 years, female, white, stage:i 109.9
TCGA-BQ-5878-01A 79 years, female, white, stage:iii 109.7
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i 109.1
TCGA-KL-8342-01A 45 years, female, white, stage:ii 109.0
TCGA-B0-4810-01A 47 years, male, white, stage:iii 108.8
TCGA-BQ-5894-01A 42 years, male, stage:iv 108.7
TCGA-DW-7840-01A 60 years, male, black or african american, stage:i 108.7
TCGA-BP-4770-01A 73 years, female, white, stage:iv 108.6
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i 108.6
TCGA-CJ-4876-01A 57 years, male, white, stage:ii 108.6
TCGA-DV-5573-01A 41 years, male, white, stage:i 108.6
TCGA-AK-3453-01A 58 years, female, white, stage:ii 108.5
TCGA-G7-6795-01A 56 years, male, white, stage:i 108.5
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i 108.5
TCGA-BP-5201-01A 63 years, male, white, stage:iv 108.1
TCGA-2Z-A9JL-01A 47 years, male, black or african american, stage:i 108.0
TCGA-A4-7585-01A 67 years, male, white, stage:iii 108.0
TCGA-B0-4847-01A 60 years, male, white, stage:iv 108.0
TCGA-2Z-A9JO-01A 56 years, female, black or african american, stage:i 108.0
TCGA-CZ-5462-01A 83 years, male, white, stage:iv 107.9
TCGA-BQ-5879-01A 32 years, female, white, stage:iii 107.9
TCGA-AK-3454-01A 84 years, male, white, stage:i 107.9
TCGA-CJ-5672-01A 84 years, male, white, stage:i 107.8
TCGA-CZ-4859-01A 59 years, female, white, stage:i 107.7
TCGA-AK-3455-01A 71 years, female, white, stage:iii 107.5
TCGA-GL-7773-01A 63 years, male, white, stage:i 107.4
TCGA-BQ-7051-01A 74 years, male, white, stage:ii 107.2
TCGA-BQ-5884-01A 59 years, female, black or african american, stage:i 107.1
TCGA-BP-5001-01A 43 years, female, white, stage:i 107.0
TCGA-CZ-4856-01A 62 years, female, white, stage:i 107.0
TCGA-HE-A5NH-01A 62 years, male, stage:i 107.0
TCGA-A4-7996-01A 61 years, female, white, stage:i 107.0
TCGA-CJ-4901-01A 47 years, male, white, stage:iii 106.9
TCGA-HE-A5NF-01A 58 years, male, stage:i 106.8
TCGA-2Z-A9JG-01A 64 years, male, white, stage:i 106.8
TCGA-CJ-4892-01A 65 years, female, white, stage:i 106.6
TCGA-KV-A6GE-01A 65 years, male, white, stage:i 106.4
TCGA-A4-8517-01A 71 years, male, white, stage:i 106.4
TCGA-CZ-5466-01A 67 years, male, stage:iii 106.3
TCGA-A4-7732-01A 55 years, male, black or african american 106.1
TCGA-DW-7837-01A 43 years, male, black or african american, stage:i 106.1
TCGA-B4-5838-01A 52 years, male, white 106.1
TCGA-GL-A9DE-01A 74 years, male, black or african american, stage:i 105.8
TCGA-KV-A74V-01A 40 years, male, white, stage:i 105.7
TCGA-DW-5561-01A 51 years, male, black or african american, stage:i 105.3
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii 105.2
TCGA-A3-3325-01A 52 years, male, white, stage:i 105.1
TCGA-UZ-A9PQ-01A 59 years, male, black or african american, stage:iii 105.1
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i 105.1
TCGA-DV-5565-01A 59 years, male, white, stage:i 105.0
TCGA-KO-8417-01A 30 years, female, white, stage:i 105.0
TCGA-BQ-7061-01A 84 years, female, white, stage:i 104.7
TCGA-2Z-A9J9-01A 77 years, male, black or african american, stage:i 104.7
TCGA-B9-A8YH-01A 52 years, male, black or african american, stage:i 104.4
TCGA-KN-8431-01A 35 years, female, stage:ii 104.3
TCGA-CZ-4866-01A 79 years, female, white, stage:i 104.2
TCGA-DW-7838-01A 66 years, male, white, stage:i 104.2
TCGA-B0-5099-01A 88 years, female, white, stage:iii 104.2
TCGA-B0-4700-01A 60 years, male, white, stage:iv 104.0
TCGA-B0-4698-01A 75 years, male, white, stage:iv 104.0
TCGA-UN-AAZ9-01A 76 years, female, black or african american, stage:i 103.9
TCGA-CZ-5456-01A 57 years, male, white, stage:ii 103.9
TCGA-UZ-A9PJ-01A 78 years, male, white, stage:i 103.8
TCGA-BP-4965-01A 46 years, male, white, stage:i 103.7
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii 103.7
TCGA-CJ-5675-01A 70 years, male, white, stage:ii 103.7
TCGA-B0-5116-01A 53 years, male, white, stage:iii 103.6
TCGA-CZ-5461-01A 52 years, male, white, stage:iv 103.6
TCGA-SX-A7SQ-01A 48 years, male, white, stage:i 103.5
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i 103.5
TCGA-B8-5553-01A 67 years, female, white, stage:i 103.5
TCGA-Y8-A8RY-01A 63 years, male, white, stage:i 103.4
TCGA-A4-8630-01A 59 years, female, white, stage:i 103.3
TCGA-CJ-4871-01A 63 years, male, white, stage:iv 103.3
TCGA-AK-3425-01A 68 years, male, white, stage:i 103.3
TCGA-UZ-A9PR-01A 84 years, male, white, stage:i 103.2
TCGA-GL-A9DD-01A 69 years, male, white, stage:i 103.2
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii 103.2
TCGA-BP-5175-01A 60 years, male, white, stage:i 103.2
TCGA-CJ-5680-01A 65 years, female, white, stage:iv 103.0
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i 103.0
TCGA-B1-A47O-01A 54 years, female, white, stage:i 102.7
TCGA-UZ-A9PX-01A 73 years, male, white, stage:i 102.7
TCGA-2Z-A9J3-01A 67 years, male, white, stage:ii 102.7
TCGA-A4-8518-01A 48 years, male, white, stage:i 102.4
TCGA-BQ-7048-01A 64 years, male, white, stage:iii 102.3
TCGA-A4-A5XZ-01A 65 years, female, white, stage:ii 102.3
TCGA-B0-5692-01A 66 years, female, white, stage:iii 102.2
TCGA-2Z-A9JK-01A 50 years, male, white, stage:iii 102.1
TCGA-DV-5569-01A 29 years, female, white, stage:i 102.1
TCGA-B4-5836-01A 61 years, female, white, stage:i 102.0
TCGA-CJ-4887-01A 48 years, male, white, stage:iv 101.9
TCGA-B0-5703-01A 73 years, male, white, stage:i 101.8
TCGA-IZ-8195-01A 82 years, male, white, stage:ii 101.8
TCGA-2Z-A9JS-01A 74 years, male, white, stage:i 101.7
TCGA-BP-4962-01A 58 years, male, white, stage:ii 101.7
TCGA-P4-AAVM-01A 69 years, male, white, stage:i 101.5
TCGA-BP-4993-01A 58 years, male, white, stage:i 101.4
TCGA-BP-4329-01A 75 years, male, white, stage:iii 101.3
TCGA-BP-4176-01A 64 years, male, white, stage:i 101.2
TCGA-CZ-5467-01A 86 years, female, white, stage:iii 101.0
TCGA-BP-4804-01A 59 years, male, white, stage:i 100.9
TCGA-KL-8344-01A 51 years, male, white, stage:iii 100.9
TCGA-WN-A9G9-01A male, white, stage:i 100.8
TCGA-CZ-4861-01A 63 years, male, white, stage:ii 100.8
TCGA-BP-4782-01A 55 years, female, white, stage:i 100.6
TCGA-B3-8121-01A 48 years, female, black or african american, stage:i 100.6
TCGA-B0-4833-01A 82 years, female, white, stage:i 100.6
TCGA-B0-5096-01A 72 years, female, white, stage:iii 100.5
TCGA-KL-8341-01A 41 years, male, asian, stage:iv 100.3
TCGA-KL-8329-01A 57 years, female, asian, stage:i 100.3
TCGA-BP-4967-01A 76 years, male, white, stage:iii 100.3
TCGA-KN-8436-01A 63 years, male, white, stage:ii 100.1
TCGA-CJ-5683-01A 78 years, male, white, stage:i 100.0
TCGA-V9-A7HT-01A 67 years, male, black or african american, stage:ii 99.9
TCGA-CW-5590-01A 51 years, male, white, stage:iv 99.9
TCGA-KO-8407-01A 42 years, male, white, stage:ii 99.8
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i 99.6
TCGA-CJ-4872-01A 51 years, male, white, stage:i 99.5
TCGA-B0-5696-01A 70 years, male, white, stage:iii 99.4
TCGA-CJ-4868-01A 42 years, male, white, stage:iv 99.4
TCGA-BQ-7058-01A 81 years, male, white, stage:iii 99.4
TCGA-B8-4153-01B 74 years, male, white, stage:iii 99.3
TCGA-HE-7129-01A male, stage:ii 99.2
TCGA-CJ-5671-01A 51 years, male, white, stage:i 99.0
TCGA-B0-4710-01A 75 years, female, white, stage:iii 98.9
TCGA-CW-5580-01A 73 years, female, white, stage:iv 98.8
TCGA-IA-A83W-01A 70 years, male, white, stage:i 98.6
TCGA-UZ-A9PK-01A 71 years, male, white, stage:i 98.5
TCGA-BP-4768-01A 72 years, female, white, stage:i 98.4
TCGA-AK-3434-01A 72 years, male, white, stage:i 98.3
TCGA-BP-4177-01A 65 years, male, white, stage:i 98.3
TCGA-CZ-5984-01A 51 years, male, white, stage:i 98.2
TCGA-BP-5180-01A 53 years, male, white, stage:i 98.2
TCGA-MH-A55W-01A 50 years, male, black or african american, stage:i 98.2
TCGA-BP-4332-01A 36 years, male, white, stage:iii 98.2
TCGA-KN-8428-01A 71 years, male, white, stage:ii 98.0
TCGA-B0-5081-01A 80 years, female, white, stage:iii 97.9
TCGA-B3-A6W5-01A 43 years, male, black or african american, stage:i 97.6
TCGA-KM-8443-01A 58 years, male, white, stage:ii 97.6
TCGA-CJ-4888-01A 59 years, male, white, stage:iv 97.5
TCGA-B0-4827-01A 77 years, female, white, stage:iii 97.5
TCGA-KL-8323-01A 57 years, female, white, stage:iii 97.4
TCGA-BP-5182-01A 56 years, male, white, stage:i 97.4
TCGA-B2-5641-01A 79 years, male, white, stage:i 97.4
TCGA-BP-5192-01A 59 years, male, white, stage:i 97.4
TCGA-B0-4822-01A 78 years, male, white, stage:ii 97.3
TCGA-CW-5588-01A 78 years, female, white, stage:i 97.3
TCGA-KL-8332-01A 55 years, male, white, stage:i 97.2
TCGA-KN-8434-01A 65 years, female, white, stage:ii 97.2
TCGA-CZ-4864-01A 86 years, male, white, stage:ii 97.2
TCGA-A4-8515-01A 47 years, male, american indian or alaska native, stage:i 97.1
TCGA-BP-4174-01A 49 years, male, white, stage:ii 97.0
TCGA-BP-4331-01A 52 years, male, white, stage:i 96.9
TCGA-B0-5083-01A 63 years, male, white, stage:i 96.9
TCGA-B0-5399-01A 46 years, male, white, stage:i 96.7
TCGA-CJ-4642-01B 47 years, male, white, stage:ii 96.7
TCGA-UZ-A9PZ-01A 65 years, male, white, stage:iii 96.4
TCGA-B0-5402-01A 64 years, male, white, stage:iv 96.3
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i 96.2
TCGA-BP-5199-01A 58 years, male, white, stage:ii 96.1
TCGA-O9-A75Z-01A 44 years, male, white, stage:i 96.1
TCGA-B0-5699-01A 53 years, male, white, stage:i 96.0
TCGA-CJ-4884-01A 72 years, female, white, stage:iii 96.0
TCGA-CJ-4874-01A 73 years, female, white, stage:i 95.8
TCGA-CZ-4860-01A 60 years, male, white, stage:iv 95.8
TCGA-B9-5155-01A 71 years, male, white, stage:iii 95.7
TCGA-BP-5196-01A 54 years, male, white, stage:i 95.5
TCGA-BP-4784-01A 67 years, female, white, stage:i 95.5
TCGA-BP-4801-01A 57 years, male, white, stage:i 95.5
TCGA-BP-4981-01A 75 years, female, white, stage:iii 95.3
TCGA-PJ-A5Z8-01A 60 years, female, white, stage:i 95.3
TCGA-A3-3306-01A 67 years, male, white, stage:i 95.3
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i 95.1
TCGA-B1-A657-01A 54 years, male, white, stage:i 95.1
TCGA-A4-7288-01A 71 years, female, white 95.1
TCGA-B8-5162-01A 63 years, male, white, stage:ii 95.0
TCGA-CJ-5686-01A 59 years, female, white, stage:i 94.9
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii 94.9
TCGA-EU-5904-01A 47 years, female, white, stage:i 94.9
TCGA-BP-4960-01A 46 years, male, white, stage:ii 94.9
TCGA-CJ-4638-01A 46 years, female, white, stage:iv 94.9
TCGA-CW-5589-01A 52 years, male, white, stage:i 94.8
TCGA-CZ-5460-01A 55 years, male, white, stage:iv 94.6
TCGA-B0-5109-01A 69 years, male, white, stage:iii 94.5
TCGA-CJ-4640-01A 49 years, male, white, stage:iii 94.5
TCGA-BP-4807-01A 42 years, male, white, stage:i 94.4
TCGA-BP-4160-01A 67 years, male, white, stage:iii 94.4
TCGA-BP-4762-01A 42 years, male, white, stage:i 94.2
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i 94.2
TCGA-BP-4165-01A 64 years, female, white, stage:i 94.1
TCGA-B8-5549-01A 53 years, male, white, stage:i 94.1
TCGA-CW-5587-01A 62 years, female, white, stage:iii 93.9
TCGA-BP-4797-01A 34 years, male, white, stage:iii 93.6
TCGA-CZ-5459-01A 63 years, male, white, stage:iii 93.5
TCGA-KN-8429-01A 38 years, female, white, stage:iii 93.3
TCGA-CJ-4636-01A 51 years, male, white, stage:iii 93.2
TCGA-BP-4781-01A 78 years, male, white, stage:i 93.2
TCGA-G7-A8LD-01A 71 years, male, white, stage:iii 92.9
TCGA-B0-4836-01A 61 years, male, white, stage:iv 92.8
TCGA-BQ-7055-01A 73 years, male, white, stage:i 92.8
TCGA-AK-3465-01A 71 years, female, black or african american, stage:i 92.5
TCGA-CZ-4858-01A 39 years, male, white, stage:ii 92.4
TCGA-DZ-6135-01A 45 years, male, stage:i 92.4
TCGA-BP-5185-01A 56 years, male, white, stage:i 92.3
TCGA-A3-3352-01A male, white, stage:iii 92.2
TCGA-EV-5903-01A 57 years, male, white, stage:i 92.1
TCGA-B0-4817-01A 81 years, male, white, stage:iii 92.1
TCGA-BP-4787-01A 59 years, female, white, stage:iv 92.0
TCGA-BP-5183-01A 57 years, male, white, stage:iii 92.0
TCGA-SX-A71V-01A 80 years, male, white, stage:i 92.0
TCGA-B0-5694-01A 71 years, male, white, stage:iii 92.0
TCGA-SX-A71S-01A 66 years, female, white, stage:i 91.8
TCGA-AK-3427-01A 65 years, male, white, stage:i 91.8
TCGA-BQ-7053-01A 57 years, female, black or african american, stage:iii 91.8
TCGA-BP-4759-01A 50 years, male, white, stage:i 91.7
TCGA-CW-5591-01A 56 years, male, white, stage:iv 91.5
TCGA-KL-8326-01A 69 years, male, white, stage:iii 91.5
TCGA-BP-5010-01A 63 years, male, white, stage:iii 91.5
TCGA-BP-5168-01A 75 years, male, white, stage:i 91.5
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i 91.4
TCGA-AS-3778-01A 35 years, male, white, stage:i 91.3
TCGA-BP-4756-01A 63 years, female, asian, stage:i 91.3
TCGA-DZ-6134-01A 69 years, male, white, stage:i 91.3
TCGA-CJ-6027-01A 77 years, male, white, stage:i 91.1
TCGA-CZ-5465-01A 76 years, female, stage:iii 91.0
TCGA-BP-5170-01A 55 years, male, white, stage:i 91.0
TCGA-BP-4970-01A 44 years, male, asian, stage:iii 90.9
TCGA-B0-4699-01A 74 years, male, white, stage:iv 90.8
TCGA-KN-8425-01A 53 years, male, white, stage:i 90.6
TCGA-5P-A9JV-01A 49 years, male, white 90.6
TCGA-B0-4706-01A 61 years, male, white, stage:iii 90.6
TCGA-BP-4349-01A 68 years, female, white, stage:i 90.5
TCGA-B0-5085-01A 76 years, female, white, stage:iii 90.5
TCGA-A4-7734-01A 53 years, female, white, stage:i 90.1
TCGA-BP-4159-01A 70 years, male, white, stage:i 90.1
TCGA-BP-4798-01A 74 years, male, white 90.0
TCGA-B0-4818-01A 68 years, female, white, stage:ii 90.0
TCGA-CZ-5985-01A 58 years, male, white, stage:ii 89.9
TCGA-B0-5706-01A 45 years, male, white, stage:ii 89.9
TCGA-Y8-A895-01A 74 years, male, white, stage:i 89.8
TCGA-CZ-5455-01A 63 years, male, white, stage:iv 89.7
TCGA-2Z-A9JJ-01A 69 years, female, white, stage:i 89.6
TCGA-KN-8424-01A 42 years, female, white, stage:i 89.6
TCGA-CJ-4920-01A 64 years, female, white, stage:i 89.5
TCGA-CJ-4903-01A 50 years, male, white, stage:i 89.5
TCGA-BP-4354-01A 41 years, male, white, stage:iv 89.5
TCGA-KM-8476-01A 47 years, male, white, stage:i 89.4
TCGA-CJ-4900-01A 69 years, female, white, stage:iv 89.3
TCGA-CJ-4907-01A 58 years, male, white, stage:iii 89.2
TCGA-KO-8404-01A 78 years, male, white, stage:iv 89.1
TCGA-CJ-4885-01A 64 years, male, white, stage:iv 89.1
TCGA-CZ-5987-01A 60 years, male, white, stage:iv 89.1
TCGA-KL-8325-01A 56 years, female, white, stage:ii 89.0
TCGA-BP-5009-01A 52 years, male, white, stage:i 88.9
TCGA-CJ-5689-01A 90 years, male, white, stage:i 88.8
TCGA-KM-8440-01A 37 years, male, black or african american, stage:iii 88.7
TCGA-BP-5184-01A 54 years, male, white, stage:i 88.7
TCGA-P4-A5E7-01A 74 years, female, white, stage:i 88.7
TCGA-B0-4816-01A 49 years, male, white, stage:ii 88.6
TCGA-BP-4341-01A 67 years, male, white, stage:iii 88.5
TCGA-CJ-4637-01A 52 years, female, white, stage:iv 88.5
TCGA-UZ-A9PS-01A 62 years, female, black or african american, stage:ii 88.4
TCGA-DW-7842-01A 52 years, male, white, stage:i 88.3
TCGA-CJ-6032-01A 63 years, female, white, stage:ii 88.2
TCGA-AK-3433-01A 48 years, female, white, stage:ii 88.1
TCGA-CJ-4916-01A 69 years, female, white, stage:iii 88.1
TCGA-KL-8345-01A 75 years, male, white, stage:iii 88.1
TCGA-KO-8403-01A 49 years, male, white, stage:i 88.1
TCGA-B9-4113-01A 64 years, male, black or african american, stage:i 88.1
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i 87.8
TCGA-HE-A5NL-01A 51 years, male, stage:i 87.8
TCGA-B0-4697-01A 46 years, female, white, stage:iv 87.8
TCGA-B8-5550-01A 71 years, male, white, stage:iii 87.8
TCGA-AT-A5NU-01A 77 years, male, white, stage:i 87.7
TCGA-B0-4693-01A 73 years, female, white, stage:iii 87.7
TCGA-G7-6790-01A 57 years, male, white, stage:i 87.7
TCGA-HE-A5NJ-01A 58 years, male 87.7
TCGA-KO-8406-01A 17 years, female, white, stage:i 87.6
TCGA-BQ-5892-01A 51 years, male, white, stage:i 87.5
TCGA-KN-8435-01A 59 years, male, white, stage:ii 87.4
TCGA-CJ-4644-01A 48 years, female, white, stage:iv 87.3
TCGA-B0-4841-01A 63 years, male, white, stage:iv 87.2
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i 87.1
TCGA-B0-5121-01A 56 years, male, white, stage:i 87.0
TCGA-BP-5186-01A 50 years, female, white, stage:i 86.8
TCGA-A3-3357-01A 62 years, male, white, stage:ii 86.7
TCGA-B0-5092-01A 53 years, female, white, stage:iv 86.7
TCGA-B0-4852-01A 78 years, female, white, stage:ii 86.7
TCGA-B4-5843-01A 45 years, male, white, stage:i 86.6
TCGA-BP-5008-01A 46 years, male, white, stage:i 86.5
TCGA-DV-5574-01A 37 years, male, white, stage:i 86.5
TCGA-CJ-4641-01A 55 years, female, white, stage:iv 86.5
TCGA-CW-6087-01A 61 years, male, white, stage:iv 86.5
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii 86.4
TCGA-B0-4837-01A 63 years, male, white, stage:i 86.4
TCGA-BP-4795-01A 74 years, female, white, stage:i 86.4
TCGA-UZ-A9PV-01A 65 years, male, white, stage:i 86.3
TCGA-A3-3308-01A 77 years, female, white, stage:iii 86.3
TCGA-AK-3445-01A 69 years, male, white, stage:iii 86.2
TCGA-CJ-4890-01A 72 years, male, white, stage:iv 86.2
TCGA-BP-4158-01A 69 years, male, white, stage:i 86.2
TCGA-AK-3431-01A 62 years, female, white, stage:ii 86.0
TCGA-A4-7584-01A 59 years, male, black or african american, stage:i 86.0
TCGA-CW-5584-01A 74 years, male, white, stage:iii 85.9
TCGA-B0-4945-01A 75 years, female, white, stage:i 85.8
TCGA-MH-A857-01A 63 years, male, black or african american, stage:i 85.7
TCGA-A4-A4ZT-01A 71 years, female, white, stage:i 85.7
TCGA-B3-3926-01A 59 years, female, white, stage:i 85.6
TCGA-CW-6090-01A 68 years, male, white, stage:i 85.4
TCGA-BP-4775-01A 55 years, female, white, stage:i 85.4
TCGA-A3-3307-01A 66 years, male, stage:iii 85.4
TCGA-B0-5119-01A 61 years, female, white, stage:i 85.3
TCGA-G7-A8LE-01A 62 years, male, white, stage:i 85.2
TCGA-CJ-4878-01A 71 years, female, white, stage:iii 85.2
TCGA-BP-4347-01A 74 years, male, white, stage:iii 85.1
TCGA-B0-4701-01A 66 years, female, white, stage:iv 85.0
TCGA-HE-A5NI-01A 73 years, male, stage:i 84.9
TCGA-B0-5117-01A 40 years, male, white, stage:i 84.9
TCGA-BQ-7046-01A 61 years, male, white, stage:i 84.9
TCGA-BP-5169-01A 70 years, male, white, stage:i 84.8
TCGA-A3-3367-01A 72 years, male, white, stage:i 84.8
TCGA-B0-5695-01A 61 years, female, white, stage:i 84.8
TCGA-B1-A47N-01A 62 years, male, white, stage:i 84.8
TCGA-A4-7997-01A 67 years, male, white, stage:i 84.7
TCGA-BP-4986-01A 75 years, male, white, stage:i 84.7
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i 84.6
TCGA-BP-5006-01A 61 years, male, white, stage:i 84.5
TCGA-CJ-6030-01A 66 years, male, white, stage:i 84.5
TCGA-BP-4166-01A 69 years, male, white, stage:iii 84.4
TCGA-B2-3923-01A 59 years, male, white, stage:ii 84.3
TCGA-UZ-A9Q1-01A 88 years, female, white, stage:i 84.3
TCGA-BP-5173-01A 75 years, male, white, stage:i 84.3
TCGA-CJ-4912-01A 61 years, male, white, stage:ii 84.2
TCGA-B1-A655-01A 77 years, female, white, stage:i 84.2
TCGA-AK-3440-01A 58 years, male, white, stage:i 84.0
TCGA-KM-8442-01A 38 years, male, stage:ii 84.0
TCGA-B0-4703-01A 51 years, male, white, stage:iv 83.9
TCGA-A3-3324-01A 51 years, male, white, stage:i 83.9
TCGA-BP-4327-01A 75 years, female, white, stage:ii 83.8
TCGA-BQ-7045-01A 78 years, male, black or african american, stage:i 83.7
TCGA-BP-4345-01A 62 years, male, white, stage:iii 83.6
TCGA-BP-4774-01A 57 years, female, white, stage:i 83.5
TCGA-BP-5202-01A 75 years, male, white, stage:iii 83.3
TCGA-BP-5004-01A 53 years, male, white, stage:i 82.8
TCGA-2Z-A9JN-01A 50 years, female, black or african american, stage:i 82.8
TCGA-B9-5156-01A 51 years, male, white 82.7
TCGA-B8-4143-01A 66 years, female, white, stage:iv 82.7
TCGA-B8-4151-01A 51 years, female, white, stage:iii 82.7
TCGA-BQ-7049-01A 45 years, female, white, stage:i 82.6
TCGA-B0-5713-01A 75 years, female, white, stage:iii 82.6
TCGA-CJ-4895-01A 62 years, male, white, stage:iv 82.5
TCGA-B4-5834-01A 59 years, male, white, stage:i 82.4
TCGA-BP-4335-01A 65 years, female, white, stage:iv 82.3
TCGA-AK-3426-01A 37 years, male, white, stage:iii 82.3
TCGA-BP-4351-01A 51 years, female, white, stage:iii 82.1
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i 82.1
TCGA-A3-3346-01A 68 years, male, white, stage:i 82.1
TCGA-KO-8411-01A 58 years, male, white, stage:i 82.0
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii 82.0
TCGA-BP-4969-01A 63 years, female, white, stage:i 81.8
TCGA-BP-5190-01A 61 years, male, white, stage:i 81.8
TCGA-CW-6097-01A 32 years, male, white, stage:iii 81.8
TCGA-B0-4815-01A 65 years, male, white, stage:iii 81.7
TCGA-BP-5200-01A 44 years, male, white, stage:ii 81.7
TCGA-B8-5552-01B 41 years, female, white, stage:i 81.6
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i 81.5
TCGA-A4-A5DU-01A 45 years, female, white, stage:i 81.4
TCGA-A3-3311-01A 58 years, male, stage:i 81.4
TCGA-5P-A9KC-01A 51 years, female, white 81.4
TCGA-CZ-4863-01A 51 years, female, white, stage:iii 81.4
TCGA-B2-4102-01A 61 years, male, white, stage:i 81.2
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i 81.1
TCGA-AK-3461-01A 72 years, male, white, stage:i 80.9
TCGA-BP-5181-01A 58 years, female, white, stage:i 80.8
TCGA-AK-3443-01A 45 years, male, white, stage:ii 80.7
TCGA-A3-3362-01A 60 years, female, white, stage:i 80.6
TCGA-B2-4099-01A 83 years, male, white, stage:i 80.6
TCGA-AS-3777-01A 63 years, male, white, stage:i 80.6
TCGA-SX-A7SS-01A 67 years, male, white, stage:i 80.6
TCGA-B0-5106-01A 64 years, male, white, stage:i 80.5
TCGA-5P-A9KH-01A 77 years, male, white 80.5
TCGA-B8-4154-01A 73 years, female, white, stage:i 80.3
TCGA-BP-4975-01A 40 years, male, white, stage:i 80.3
TCGA-BP-5195-01A 75 years, male, white, stage:i 80.2
TCGA-B3-3925-01A 52 years, male, white, stage:iii 80.2
TCGA-2Z-A9JD-01A 66 years, male, white, stage:i 80.2
TCGA-B0-5077-01A 77 years, male, white, stage:i 80.2
TCGA-BP-5177-01A 46 years, female, white, stage:i 80.1
TCGA-B9-4617-01A 41 years, male, black or african american 80.0
TCGA-BP-4995-01A 68 years, male, white, stage:i 80.0
TCGA-B0-5709-01A 62 years, female, white, stage:iii 79.9
TCGA-B0-5711-01A 50 years, male, white, stage:iii 79.9
TCGA-A3-3358-01A 57 years, female, white, stage:i 79.8
TCGA-KL-8343-01A 72 years, male, white, stage:iii 79.8
TCGA-BP-4972-01A 43 years, female, white, stage:iii 79.8
TCGA-DV-5575-01A 52 years, female, white, stage:i 79.7
TCGA-A3-3319-01A 70 years, male, white, stage:i 79.5
TCGA-B8-5164-01A 65 years, male, white, stage:iii 79.5
TCGA-A3-3387-01A 49 years, male, white, stage:i 79.4
TCGA-EV-5901-01A 47 years, female, white, stage:i 79.4
TCGA-UZ-A9PU-01A 77 years, male, white, stage:i 79.4
TCGA-BP-4961-01A 47 years, male, white, stage:i 79.1
TCGA-CJ-4899-01A 42 years, male, asian, stage:i 79.1
TCGA-BQ-5886-01A 75 years, male, white, stage:iii 79.1
TCGA-A3-3349-01A 34 years, female, white, stage:i 79.0
TCGA-KL-8333-01A 69 years, male, white, stage:ii 78.8
TCGA-AK-3460-01A 58 years, male, white, stage:i 78.7
TCGA-CZ-5463-01A 76 years, male, white, stage:ii 78.6
TCGA-BP-4163-01A 60 years, female, white, stage:iii 78.5
TCGA-A3-3359-01A 82 years, female, white, stage:i 78.4
TCGA-BP-4169-01A 76 years, female, white, stage:ii 78.4
TCGA-BP-4338-01A 43 years, male, white, stage:i 78.2
TCGA-CJ-4875-01A 67 years, male, white, stage:iv 77.9
TCGA-B8-5158-01A 56 years, male, white, stage:iii 77.8
TCGA-B0-4843-01A 57 years, male, white, stage:iii 77.8
TCGA-BP-4766-01A 43 years, female, white, stage:i 77.7
TCGA-DW-7963-01B 43 years, male, black or african american, stage:i 77.7
TCGA-B0-5690-01A 53 years, female, white, stage:i 77.5
TCGA-BP-5187-01A 54 years, male, white, stage:i 77.5
TCGA-EU-5906-01A 55 years, male, white, stage:i 77.3
TCGA-BP-4170-01A 72 years, female, white, stage:i 77.1
TCGA-BP-4344-01A 75 years, female, white, stage:i 77.0
TCGA-BQ-5883-01A 79 years, female, black or african american, stage:i 77.0
TCGA-CZ-5453-01A 67 years, male, white, stage:ii 77.0
TCGA-B0-4814-01A 58 years, male, white, stage:iv 76.9
TCGA-CJ-4886-01A 43 years, female, white, stage:i 76.9
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i 76.8
TCGA-BP-4337-01A 76 years, female, white, stage:iii 76.4
TCGA-B0-5113-01A 69 years, female, white, stage:iii 76.4
TCGA-B0-4845-01A 70 years, male, white, stage:iv 76.0
TCGA-B8-5165-01A 43 years, male, white, stage:i 76.0
TCGA-BP-4799-01A 70 years, male, white, stage:iii 75.9
TCGA-CJ-4904-01A 60 years, female, white, stage:iv 75.8
TCGA-BP-4765-01A 43 years, male, white, stage:i 75.7
TCGA-B4-5844-01A 61 years, female, white, stage:ii 75.7
TCGA-BP-4803-01A 79 years, male, white, stage:iii 75.6
TCGA-BP-4964-01A 55 years, female, white, stage:i 75.6
TCGA-BP-4161-01A 74 years, male, white, stage:i 75.5
TCGA-AK-3458-01A 48 years, male, white, stage:i 75.5
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i 75.4
TCGA-B2-5636-01A 79 years, male, white, stage:i 75.4
TCGA-BP-4173-01A 47 years, male, white, stage:ii 75.2
TCGA-A3-3370-01A 48 years, female, white, stage:i 75.2
TCGA-A3-3326-01A 47 years, male, white, stage:i 75.2
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i 75.1
TCGA-CZ-4853-01A 82 years, male, white, stage:i 75.1
TCGA-BQ-7060-01A 53 years, male, american indian or alaska native, stage:i 75.1
TCGA-A3-3373-01A 54 years, female, white, stage:i 74.9
TCGA-CW-5583-01A 51 years, female, white, stage:i 74.9
TCGA-B0-5104-01A 90 years, female, white, stage:i 74.8
TCGA-B8-4620-01A 70 years, female, white, stage:iii 74.4
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i 74.4
TCGA-B0-5691-01A 66 years, female, white, stage:i 74.3
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i 74.0
TCGA-KM-8439-01A 30 years, male, white, stage:i 73.9
TCGA-B8-5163-01A 63 years, female, white, stage:iii 73.9
TCGA-B0-4824-01A 49 years, female, white, stage:i 73.9
TCGA-5P-A9K2-01A 62 years, male, white 73.7
TCGA-B0-5693-01A 47 years, female, white, stage:i 73.4
TCGA-BP-5194-01A 39 years, male, white, stage:i 73.3
TCGA-IZ-8196-01A 50 years, male, white, stage:i 73.2
TCGA-B0-4690-01A 65 years, male, white, stage:iv 73.1
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i 73.0
TCGA-BP-4789-01A 48 years, male, white, stage:i 72.9
TCGA-BP-4994-01A 54 years, male, white, stage:i 72.9
TCGA-CJ-4918-01A 64 years, male, white, stage:iv 72.9
TCGA-UZ-A9Q0-01A 60 years, male, white, stage:i 72.7
TCGA-CZ-5988-01A 38 years, male, white, stage:i 72.5
TCGA-A3-3343-01A 79 years, male, white, stage:ii 72.5
TCGA-B0-5108-01A 54 years, male, white, stage:iii 72.5
TCGA-CJ-4639-01A 49 years, female, white, stage:ii 72.3
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii 72.3
TCGA-BP-4164-01A 51 years, female, white, stage:iii 72.2
TCGA-DZ-6133-01A 66 years, female, white, stage:i 72.0
TCGA-B0-4813-01A 68 years, male, white, stage:iii 72.0
TCGA-BP-4998-01A 49 years, male, asian, stage:i 71.9
TCGA-B8-5159-01A 61 years, female, white, stage:i 71.9
TCGA-B0-5710-01A 57 years, male, white, stage:i 71.6
TCGA-B0-4849-01A 51 years, male, white, stage:iii 71.4
TCGA-BP-4162-01A 65 years, female, white, stage:i 71.0
TCGA-B0-5095-01A 81 years, male, white, stage:iii 71.0
TCGA-B0-4696-01A 58 years, male, white, stage:iii 71.0
TCGA-B0-5097-01A 59 years, female, white, stage:iii 71.0
TCGA-BP-4771-01A 62 years, male, white, stage:iv 70.8
TCGA-BP-5198-01A 72 years, male, white, stage:iii 70.8
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i 70.8
TCGA-B8-4619-01A 58 years, male, white, stage:i 70.7
TCGA-B0-4846-01A 52 years, male, white, stage:iv 70.6
TCGA-KL-8327-01A 46 years, female, white, stage:i 70.5
TCGA-B0-4819-01A 60 years, female, white, stage:iv 70.4
TCGA-BP-4353-01A 61 years, male, white, stage:i 70.4
TCGA-A3-3317-01A 67 years, male, stage:ii 70.2
TCGA-BP-4999-01A 56 years, male, white, stage:i 70.1
TCGA-BP-4340-01A 70 years, female, white, stage:i 70.1
TCGA-CJ-4894-01A 58 years, male, white, stage:iii 69.9
TCGA-KO-8416-01A 41 years, male, white, stage:iii 69.9
TCGA-CJ-4905-01A 62 years, female, white, stage:i 69.8
TCGA-B0-4834-01A 49 years, male, white, stage:i 69.5
TCGA-B0-5812-01A 53 years, male, white, stage:i 69.4
TCGA-GL-6846-01A 52 years, male, white, stage:iv 69.2
TCGA-B8-4622-01A 57 years, male, white, stage:iv 68.9
TCGA-B0-4811-01A 48 years, male, white, stage:iii 68.7
TCGA-CZ-5982-01A 59 years, female, white, stage:i 68.6
TCGA-B0-4718-01A 57 years, male, white, stage:iii 68.6
TCGA-AL-3467-01A 54 years, female, white 68.5
TCGA-A3-3382-01A 69 years, male, white, stage:i 68.5
TCGA-BP-4963-01A 64 years, male, white, stage:i 68.5
TCGA-A3-3351-01A 42 years, male, white, stage:ii 68.4
TCGA-A3-3365-01A 46 years, male, white, stage:i 68.2
TCGA-BP-4989-01A 58 years, male, white, stage:iii 68.1
TCGA-BP-4355-01A 59 years, female, white, stage:iii 67.9
TCGA-BP-5189-01A 60 years, male, white, stage:i 67.9
TCGA-A3-3320-01A 52 years, female, white, stage:i 67.9
TCGA-B0-4838-01A 69 years, female, white, stage:i 67.8
TCGA-A3-3385-01A 46 years, female, white, stage:i 67.7
TCGA-B3-4103-01A 56 years, male, white, stage:i 67.5
TCGA-BP-4763-01A 79 years, female, white, stage:i 67.4
TCGA-BP-4325-01A 64 years, female, white, stage:i 67.1
TCGA-B2-5635-01A 74 years, male, white, stage:i 66.9
TCGA-BP-4974-01A 58 years, male, white, stage:iv 66.9
TCGA-A3-3316-01A 57 years, male, white, stage:ii 66.7
TCGA-CJ-4635-01A 48 years, male, white, stage:i 66.7
TCGA-BP-4769-01A 63 years, male, white, stage:i 66.4
TCGA-BP-4982-01A 42 years, male, white, stage:i 66.2
TCGA-A3-3329-01A 75 years, male, white, stage:i 66.2
TCGA-KM-8477-01A 56 years, male, white, stage:i 66.2
TCGA-CJ-4889-01A 63 years, female, white, stage:i 66.0
TCGA-B0-5115-01A 43 years, male, white, stage:iv 65.9
TCGA-CJ-4634-01A 60 years, female, white, stage:i 65.9
TCGA-CJ-6028-01A 58 years, male, white, stage:iv 65.8
TCGA-CZ-5457-01A 62 years, male, white, stage:iii 65.7
TCGA-BP-4991-01A 54 years, male, white, stage:i 65.7
TCGA-B0-5110-01A 71 years, female, white, stage:i 65.4
TCGA-B0-4714-01A 81 years, male, white, stage:iv 65.4
TCGA-BP-4342-01A 79 years, male, white, stage:ii 65.2
TCGA-B0-5094-01A 62 years, male, white, stage:iv 64.7
TCGA-CJ-4908-01A 38 years, male, white, stage:i 64.7
TCGA-G7-A8LB-01A 70 years, male, white, stage:iv 64.6
TCGA-A3-3331-01A 86 years, female, white, stage:i 64.3
TCGA-BP-4346-01A 57 years, male, white, stage:iii 64.2
TCGA-BP-4790-01A 76 years, male, white, stage:i 64.1
TCGA-A3-3335-01A 41 years, male, white, stage:ii 63.9
TCGA-B4-5378-01A 62 years, male, white, stage:i 63.8
TCGA-B2-4101-01A 52 years, male, white, stage:ii 62.6
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i 62.2
TCGA-BP-4971-01A 40 years, male, white, stage:iii 61.9
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii 61.8
TCGA-A4-8311-01A 60 years, male, white, stage:i 61.5
TCGA-BP-4987-01A 41 years, female, asian, stage:i 61.3
TCGA-AL-3471-01A 74 years, male, white, stage:i 61.3
TCGA-CW-6088-01A 60 years, male, white, stage:i 60.9
TCGA-CW-6093-01A 73 years, male, white, stage:i 60.7
TCGA-BP-4326-01A 53 years, female, white, stage:i 60.6
TCGA-B4-5377-01A 68 years, female, white, stage:iv 60.5
TCGA-CJ-4643-01A 67 years, female, white, stage:ii 59.9
TCGA-CZ-4857-01A 56 years, male, white, stage:iv 59.4
TCGA-B2-3924-01A 73 years, male, white, stage:i 59.1
TCGA-AL-3468-01A 74 years, male, white, stage:ii 58.8
TCGA-B8-4148-01A 63 years, female, white, stage:i 58.7
TCGA-A3-3378-01A 60 years, male, white, stage:i 58.4
TCGA-CZ-4862-01A 46 years, male, white, stage:i 58.4
TCGA-A3-3322-01A 51 years, male, white, stage:i 58.4
TCGA-BP-4973-01A 47 years, male, white, stage:iii 56.7
TCGA-A3-3347-01A 76 years, female, white, stage:iii 56.5
TCGA-CZ-5986-01A 61 years, male, white, stage:i 55.9
TCGA-KN-8437-01A 42 years, female, white, stage:i 55.0
TCGA-KM-8441-01A 61 years, female, white, stage:i 54.9
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i 54.2
TCGA-BP-4992-01A 66 years, male, white, stage:i 53.3
TCGA-A3-3372-01A 64 years, male, white, stage:iii 50.0
TCGA-KN-8427-01A 54 years, male, white, stage:iv 48.2
TCGA-A3-3323-01A 53 years, male, white, stage:i 48.1
TCGA-AL-3466-01A 41 years, male, white, stage:iv 45.6
TCGA-B2-5633-01B 56 years, male, white, stage:i 27.3
TCGA-B8-4146-01B 41 years, female, white, stage:i 21.4
TCGA-CZ-5989-01A 60 years, male, white, stage:ii 17.3
TCGA-B4-5832-01A 65 years, male, white, stage:iii 12.1
Show all
82.097.6118.927.3172.0050100150200250300350400450

RENAL CANCER - Protein expression
 

Antibody HPA003906

Antibody CAB015350

Antibody CAB015424
 Antibody staining
  High
  Medium
  Low
  Not detected
    
 Intensity
 Quantity
 Location

Click images for details



































































Contact

The Project

The Human Protein Atlas

The Human Protein Atlas project is funded
by the Knut & Alice Wallenberg foundation.