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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=545)High (n=332)
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

 16.0 FPKM 14.5 FPKM

5-year survival high

 77% 74%

5-year survival low

 65% 64%

Log-rank P value

 1.33e-3 5.10e-3

Interactive survival scatter plot (individual patient data)




Stage:

0246810121416Living years0.05.010152025303540FPKMAlive (n=651)Dead (n=226)BestMedian

TCGA RNA samples

Average FPKM

 15.3

Number of samples

 877

Samples

Sample

Description

FPKM
TCGA-AL-A5DJ-01A 55 years, female, white, stage:iii 43.2
TCGA-Q2-A5QZ-01A 61 years, female, black or african american, stage:iii 42.7
TCGA-AK-3447-01A 84 years, male, white, stage:ii 35.8
TCGA-B1-A654-01A 43 years, female, black or african american, stage:i 32.6
TCGA-P4-A5EB-01A 83 years, male, white, stage:i 31.0
TCGA-KL-8324-01A 67 years, female, white, stage:ii 29.7
TCGA-F9-A7Q0-01A 37 years, female, asian, stage:i 29.4
TCGA-F9-A7VF-01A 75 years, female, white, stage:i 29.4
TCGA-F9-A4JJ-01A 35 years, female, black or african american, stage:iii 28.4
TCGA-AK-3427-01A 65 years, male, white, stage:i 27.7
TCGA-MH-A854-01A 62 years, female, black or african american, stage:i 27.5
TCGA-MH-A561-01A 66 years, male, white, stage:i 27.1
TCGA-BQ-5894-01A 42 years, male, stage:iv 27.0
TCGA-BP-4761-01A 57 years, male, white, stage:iii 26.8
TCGA-G7-6796-01A 58 years, male, white, stage:i 26.6
TCGA-KN-8433-01A 46 years, female, white, stage:iii 26.3
TCGA-PJ-A5Z9-01A 80 years, female, white, stage:i 26.2
TCGA-BQ-5888-01A 74 years, female, white, stage:i 25.7
TCGA-B1-A47M-01A 79 years, male, black or african american, stage:iii 25.5
TCGA-KL-8339-01A 67 years, male, white, stage:iv 25.4
TCGA-IZ-A6M8-01A 69 years, male, black or african american, stage:i 25.2
TCGA-B9-4116-01A 75 years, female, black or african american 25.0
TCGA-2Z-A9J8-01A 50 years, male, white, stage:i 25.0
TCGA-GL-7773-01A 63 years, male, white, stage:i 24.7
TCGA-MH-A562-01A 57 years, male, black or african american, stage:i 24.6
TCGA-KO-8415-01A 44 years, female, white, stage:i 24.4
TCGA-AL-3473-01A 55 years, male, white, stage:ii 24.4
TCGA-KO-8405-01A 29 years, male, white, stage:iii 24.2
TCGA-KO-8408-01A 47 years, male, white, stage:iii 24.2
TCGA-5P-A9JZ-01A 51 years, female, white 24.0
TCGA-KN-8425-01A 53 years, male, white, stage:i 24.0
TCGA-A4-7287-01A 75 years, female, white, stage:i 23.9
TCGA-KL-8338-01A 51 years, male, white, stage:iii 23.9
TCGA-MH-A560-01A 62 years, male, white, stage:i 23.9
TCGA-B9-A5W8-01A 50 years, male, black or african american, stage:ii 23.7
TCGA-UZ-A9PQ-01A 59 years, male, black or african american, stage:iii 23.7
TCGA-Y8-A8RZ-01A 55 years, male, white, stage:i 23.7
TCGA-B0-5098-01A 53 years, female, black or african american, stage:i 23.6
TCGA-KO-8407-01A 42 years, male, white, stage:ii 23.6
TCGA-A4-7286-01A 42 years, male, white 23.5
TCGA-KO-8413-01A 46 years, male, white, stage:i 23.4
TCGA-A3-3383-01A 52 years, male, white, stage:i 23.3
TCGA-IA-A40U-01A 56 years, male, white, stage:iii 23.2
TCGA-G7-A8LC-01A 61 years, male, white, stage:i 23.1
TCGA-KO-8414-01A 50 years, female, white, stage:ii 23.1
TCGA-IZ-A6M9-01A 63 years, male, white, stage:i 22.8
TCGA-B0-4698-01A 75 years, male, white, stage:iv 22.7
TCGA-GL-A59T-01A 46 years, male, white, stage:i 22.7
TCGA-KL-8330-01A 44 years, female, black or african american, stage:ii 22.7
TCGA-KN-8423-01A 44 years, male, white, stage:i 22.6
TCGA-BQ-7048-01A 64 years, male, white, stage:iii 22.5
TCGA-P4-A5EA-01A 54 years, female, white, stage:iii 22.4
TCGA-UZ-A9PL-01A 59 years, male, white, stage:ii 22.4
TCGA-G6-A8L8-01A 62 years, female, black or african american, stage:i 22.4
TCGA-4A-A93W-01A 66 years, female, white, stage:i 22.4
TCGA-AL-7173-01A 72 years, female, white, stage:iv 22.3
TCGA-P4-A5E6-01A 67 years, male, black or african american, stage:iii 22.3
TCGA-B9-A5W9-01A 40 years, male, white, stage:i 22.3
TCGA-2Z-A9JE-01A 59 years, male, white, stage:i 22.2
TCGA-KO-8417-01A 30 years, female, white, stage:i 22.1
TCGA-MH-A856-01A 54 years, male, white, stage:i 22.1
TCGA-SX-A7SL-01A 74 years, male, stage:i 22.1
TCGA-Y8-A894-01A 57 years, female, white, stage:i 22.1
TCGA-2Z-A9J2-01A 71 years, female, white, stage:i 22.1
TCGA-P4-A5E8-01A 57 years, male, white, stage:iii 22.0
TCGA-J7-A8I2-01A 75 years, male, asian, stage:i 22.0
TCGA-2Z-A9J7-01A 63 years, male, white, stage:iv 21.9
TCGA-B3-4104-01A 75 years, male, white, stage:ii 21.9
TCGA-A4-A6HP-01A 66 years, male, white, stage:i 21.9
TCGA-BQ-5890-01A 69 years, male, white, stage:iii 21.6
TCGA-GL-8500-01A 63 years, male, white, stage:i 21.6
TCGA-KL-8342-01A 45 years, female, white, stage:ii 21.6
TCGA-GL-A9DC-01A 66 years, female, white, stage:i 21.5
TCGA-A4-7583-01A 60 years, male, black or african american, stage:i 21.5
TCGA-DW-7836-01A 55 years, male, white, stage:i 21.4
TCGA-BP-4334-01A 56 years, male, white, stage:iii 21.4
TCGA-2Z-A9JT-01A 71 years, male, white, stage:i 21.3
TCGA-BQ-7056-01A 75 years, female, white, stage:iii 21.3
TCGA-A3-3363-01A 50 years, male, asian, stage:ii 21.3
TCGA-KO-8411-01A 58 years, male, white, stage:i 21.3
TCGA-B0-5707-01A 39 years, female, white, stage:i 21.3
TCGA-KL-8336-01A 51 years, female, white, stage:iv 21.3
TCGA-B1-A47N-01A 62 years, male, white, stage:i 21.2
TCGA-KV-A74V-01A 40 years, male, white, stage:i 21.2
TCGA-B0-5107-01A 65 years, female, white, stage:iv 21.2
TCGA-G7-7501-01A 55 years, female, black or african american, stage:iii 21.2
TCGA-IA-A83T-01A 80 years, male, white 21.1
TCGA-B2-4099-01A 83 years, male, white, stage:i 21.1
TCGA-KL-8337-01A 26 years, male, black or african american, stage:ii 21.0
TCGA-UZ-A9PN-01A 54 years, male, white, stage:iii 21.0
TCGA-KL-8346-01A 62 years, male, white, stage:ii 20.9
TCGA-A4-A57E-01A 59 years, male, white, stage:iv 20.9
TCGA-DW-5560-01A 38 years, female, white, stage:i 20.9
TCGA-KL-8341-01A 41 years, male, asian, stage:iv 20.8
TCGA-2Z-A9J5-01A 80 years, male, white, stage:ii 20.8
TCGA-IA-A40X-01A 49 years, female, black or african american, stage:i 20.8
TCGA-KL-8325-01A 56 years, female, white, stage:ii 20.7
TCGA-5P-A9K4-01A 54 years, male, white 20.7
TCGA-SX-A7SP-01A 66 years, female, white, stage:i 20.7
TCGA-KO-8404-01A 78 years, male, white, stage:iv 20.7
TCGA-A4-A5Y1-01A 75 years, male, white, stage:iii 20.6
TCGA-GL-A59R-01A 79 years, male, white, stage:iii 20.6
TCGA-DW-7839-01A 58 years, female, white, stage:i 20.5
TCGA-KM-8442-01A 38 years, male, stage:ii 20.5
TCGA-B8-4143-01A 66 years, female, white, stage:iv 20.4
TCGA-EV-5902-01A 58 years, male, white, stage:i 20.4
TCGA-KN-8429-01A 38 years, female, white, stage:iii 20.4
TCGA-KN-8418-01A 41 years, female, white, stage:ii 20.4
TCGA-KN-8421-01A 48 years, female, white, stage:ii 20.3
TCGA-BQ-5889-01A 63 years, male, white, stage:iv 20.3
TCGA-B9-A44B-01A 70 years, male, black or african american, stage:iii 20.2
TCGA-5P-A9K8-01A 51 years, female, white 20.2
TCGA-2Z-A9J6-01A 61 years, male, white, stage:i 20.2
TCGA-MH-A55Z-01A 65 years, male, black or african american, stage:i 20.1
TCGA-KM-8476-01A 47 years, male, white, stage:i 20.1
TCGA-G7-A4TM-01A 41 years, male, black or african american, stage:i 20.1
TCGA-2Z-A9J1-01A 71 years, male, white, stage:i 20.1
TCGA-B0-4710-01A 75 years, female, white, stage:iii 20.1
TCGA-BQ-5893-01A 61 years, male, white, stage:iv 20.1
TCGA-B1-A47O-01A 54 years, female, white, stage:i 20.0
TCGA-BP-4968-01A 40 years, male, white, stage:i 20.0
TCGA-BQ-5879-01A 32 years, female, white, stage:iii 19.9
TCGA-5P-A9JY-01A 79 years, male, white 19.9
TCGA-KL-8334-01A 37 years, female, white, stage:iii 19.9
TCGA-KO-8406-01A 17 years, female, white, stage:i 19.8
TCGA-Y8-A8S1-01A 61 years, male, white, stage:i 19.8
TCGA-KO-8409-01A 69 years, male, white, stage:ii 19.7
TCGA-Y8-A898-01A 69 years, male, white, stage:i 19.7
TCGA-P4-AAVO-01A 69 years, male, white, stage:i 19.6
TCGA-KL-8326-01A 69 years, male, white, stage:iii 19.6
TCGA-BQ-7053-01A 57 years, female, black or african american, stage:iii 19.6
TCGA-BQ-5878-01A 79 years, female, white, stage:iii 19.6
TCGA-KN-8431-01A 35 years, female, stage:ii 19.5
TCGA-B1-A656-01A 64 years, male, white, stage:i 19.5
TCGA-UZ-A9PP-01A 60 years, male, white, stage:i 19.5
TCGA-KL-8329-01A 57 years, female, asian, stage:i 19.5
TCGA-B0-5702-01A 71 years, male, white, stage:i 19.5
TCGA-BQ-7050-01A 53 years, female, white, stage:i 19.4
TCGA-KL-8340-01A 34 years, male, white, stage:ii 19.4
TCGA-SX-A7SU-01A 47 years, male, stage:i 19.3
TCGA-F9-A8NY-01A 38 years, female, asian, stage:iv 19.3
TCGA-KN-8424-01A 42 years, female, white, stage:i 19.3
TCGA-G6-A5PC-01A 54 years, female, black or african american, stage:iv 19.2
TCGA-G7-6792-01A 40 years, male, black or african american, stage:i 19.2
TCGA-KN-8432-01A 86 years, female, white, stage:ii 19.2
TCGA-DZ-6135-01A 45 years, male, stage:i 19.1
TCGA-B9-A69E-01A 71 years, male, white, stage:iii 19.1
TCGA-A4-8312-01A 60 years, male, black or african american, stage:i 19.1
TCGA-GL-7966-01A 28 years, female, white, stage:iii 19.1
TCGA-KM-8438-01A 45 years, female, white, stage:ii 19.1
TCGA-A4-A5Y0-01A 61 years, female, white, stage:i 19.1
TCGA-5P-A9KF-01A 53 years, male, white 19.0
TCGA-B0-4821-01A 68 years, female, asian, stage:iii 19.0
TCGA-A4-8516-01A 62 years, male, white, stage:iii 19.0
TCGA-Y8-A897-01A 68 years, female, white, stage:i 19.0
TCGA-BQ-7062-01A 64 years, male, black or african american, stage:i 18.9
TCGA-KV-A6GE-01A 65 years, male, white, stage:i 18.9
TCGA-3Z-A93Z-01A 69 years, male, black or african american, stage:i 18.9
TCGA-AT-A5NU-01A 77 years, male, white, stage:i 18.9
TCGA-CJ-4869-01A 49 years, male, white, stage:iii 18.9
TCGA-KO-8416-01A 41 years, male, white, stage:iii 18.8
TCGA-UN-AAZ9-01A 76 years, female, black or african american, stage:i 18.8
TCGA-B0-5692-01A 66 years, female, white, stage:iii 18.8
TCGA-DW-7841-01A 61 years, male, black or african american, stage:i 18.7
TCGA-G7-A8LD-01A 71 years, male, white, stage:iii 18.7
TCGA-IA-A40Y-01A 60 years, female, white, stage:iii 18.7
TCGA-MW-A4EC-01A 73 years, female, black or african american, stage:i 18.7
TCGA-BP-5174-01A 45 years, female, white, stage:i 18.7
TCGA-AK-3458-01A 48 years, male, white, stage:i 18.7
TCGA-EV-5901-01A 47 years, female, white, stage:i 18.6
TCGA-A3-3328-01A 79 years, male, white, stage:i 18.6
TCGA-AK-3440-01A 58 years, male, white, stage:i 18.6
TCGA-B9-5155-01A 71 years, male, white, stage:iii 18.6
TCGA-CJ-5678-01A 62 years, male, black or african american, stage:iv 18.5
TCGA-KN-8434-01A 65 years, female, white, stage:ii 18.5
TCGA-AK-3425-01A 68 years, male, white, stage:i 18.5
TCGA-B1-7332-01A 61 years, female, black or african american, stage:ii 18.5
TCGA-KL-8335-01A 68 years, male, white, stage:iii 18.5
TCGA-KV-A6GD-01A 85 years, male, white, stage:i 18.5
TCGA-MH-A55W-01A 50 years, male, black or african american, stage:i 18.5
TCGA-B9-A5W7-01A 47 years, male, black or african american, stage:i 18.5
TCGA-HE-A5NJ-01A 58 years, male 18.5
TCGA-G7-6795-01A 56 years, male, white, stage:i 18.5
TCGA-BP-5001-01A 43 years, female, white, stage:i 18.4
TCGA-5P-A9KA-01A 61 years, male, white 18.4
TCGA-DW-5561-01A 51 years, male, black or african american, stage:i 18.4
TCGA-2Z-A9JL-01A 47 years, male, black or african american, stage:i 18.4
TCGA-5P-A9JW-01A 64 years, male, white 18.4
TCGA-BP-4776-01A 52 years, male, white, stage:i 18.3
TCGA-KL-8332-01A 55 years, male, white, stage:i 18.3
TCGA-BQ-5885-01A 63 years, male, white, stage:iii 18.3
TCGA-KL-8323-01A 57 years, female, white, stage:iii 18.3
TCGA-IA-A83W-01A 70 years, male, white, stage:i 18.2
TCGA-A4-7915-01A 35 years, female, black or african american, stage:ii 18.2
TCGA-KM-8440-01A 37 years, male, black or african american, stage:iii 18.2
TCGA-B0-4844-01A 60 years, male, white, stage:iv 18.2
TCGA-G6-A8L7-01A 81 years, female, black or african american, stage:i 18.2
TCGA-KO-8410-01A 74 years, female, white, stage:i 18.2
TCGA-5P-A9KH-01A 77 years, male, white 18.2
TCGA-2Z-A9JP-01A 63 years, male, white, stage:i 18.1
TCGA-HE-A5NH-01A 62 years, male, stage:i 18.1
TCGA-B3-3926-01A 59 years, female, white, stage:i 18.1
TCGA-BQ-7049-01A 45 years, female, white, stage:i 18.1
TCGA-B8-5546-01A 38 years, female, black or african american, stage:i 18.1
TCGA-MH-A857-01A 63 years, male, black or african american, stage:i 18.1
TCGA-BQ-7046-01A 61 years, male, white, stage:i 18.1
TCGA-HE-7130-01A female, stage:iii 18.0
TCGA-CZ-5452-01A 69 years, male, white, stage:ii 18.0
TCGA-A4-A5DU-01A 45 years, female, white, stage:i 18.0
TCGA-P4-AAVL-01A 85 years, male, white, stage:iii 18.0
TCGA-B0-5100-01A 72 years, male, black or african american, stage:iii 18.0
TCGA-A3-A6NI-01A 47 years, male, black or african american, stage:i 18.0
TCGA-A4-8310-01A 58 years, male, white, stage:iii 18.0
TCGA-UZ-A9PV-01A 65 years, male, white, stage:i 18.0
TCGA-B9-4115-01A 53 years, male, black or african american, stage:i 18.0
TCGA-PJ-A5Z8-01A 60 years, female, white, stage:i 18.0
TCGA-BP-5196-01A 54 years, male, white, stage:i 18.0
TCGA-B0-4691-01A 55 years, male, white, stage:iv 17.9
TCGA-BP-4337-01A 76 years, female, white, stage:iii 17.9
TCGA-G7-6793-01A 60 years, female, white, stage:iv 17.9
TCGA-6D-AA2E-01A 68 years, female, black or african american, stage:i 17.9
TCGA-IA-A83V-01A 63 years, male, white, stage:i 17.9
TCGA-Y8-A895-01A 74 years, male, white, stage:i 17.8
TCGA-DV-A4VZ-01A 53 years, male, black or african american, stage:i 17.8
TCGA-SX-A7SR-01A 66 years, male, white, stage:ii 17.8
TCGA-G7-6797-01A 46 years, male, white, stage:iii 17.8
TCGA-DW-7834-01A 53 years, male, white, stage:i 17.8
TCGA-5P-A9JU-01A 81 years, male, white, stage:iii 17.8
TCGA-UZ-A9PK-01A 71 years, male, white, stage:i 17.7
TCGA-SX-A71U-01A 57 years, male, white, stage:i 17.7
TCGA-A4-A4ZT-01A 71 years, female, white, stage:i 17.7
TCGA-MM-A84U-01A 58 years, female, black or african american, stage:i 17.7
TCGA-BQ-7051-01A 74 years, male, white, stage:ii 17.7
TCGA-MH-A855-01A 52 years, female, black or african american, stage:ii 17.7
TCGA-A4-7734-01A 53 years, female, white, stage:i 17.6
TCGA-UZ-A9PM-01A 62 years, male, white, stage:ii 17.6
TCGA-2Z-A9JR-01A 57 years, male, white, stage:i 17.6
TCGA-B8-4151-01A 51 years, female, white, stage:iii 17.6
TCGA-HE-7129-01A male, stage:ii 17.6
TCGA-BP-5180-01A 53 years, male, white, stage:i 17.6
TCGA-5P-A9K0-01A 75 years, male, white 17.6
TCGA-BP-4331-01A 52 years, male, white, stage:i 17.6
TCGA-KL-8343-01A 72 years, male, white, stage:iii 17.6
TCGA-B1-A657-01A 54 years, male, white, stage:i 17.6
TCGA-SX-A71S-01A 66 years, female, white, stage:i 17.6
TCGA-BP-4758-01A 40 years, male, white, stage:i 17.6
TCGA-G7-A8LE-01A 62 years, male, white, stage:i 17.5
TCGA-Y8-A896-01A 62 years, male, white, stage:iii 17.5
TCGA-2Z-A9JM-01A 28 years, male, white, stage:i 17.5
TCGA-GL-A4EM-01A 62 years, male, white, stage:i 17.5
TCGA-A4-A48D-01A 85 years, male, black or african american, stage:i 17.5
TCGA-B1-5398-01A 73 years, male, white, stage:iii 17.5
TCGA-DZ-6132-01A 69 years, male, stage:i 17.5
TCGA-DV-5566-01A 67 years, female, white, stage:i 17.4
TCGA-KM-8639-01A 67 years, male, white, stage:i 17.4
TCGA-SX-A7SM-01A 60 years, male, black or african american, stage:iv 17.4
TCGA-EV-5903-01A 57 years, male, white, stage:i 17.3
TCGA-O9-A75Z-01A 44 years, male, white, stage:i 17.3
TCGA-A4-8098-01A 73 years, male, black or african american, stage:i 17.3
TCGA-P4-A5E7-01A 74 years, female, white, stage:i 17.3
TCGA-DW-7840-01A 60 years, male, black or african american, stage:i 17.3
TCGA-CJ-5680-01A 65 years, female, white, stage:iv 17.3
TCGA-AL-3472-01A 57 years, male, black or african american 17.2
TCGA-BP-5183-01A 57 years, male, white, stage:iii 17.2
TCGA-B0-4810-01A 47 years, male, white, stage:iii 17.2
TCGA-HE-A5NK-01A 82 years, male 17.2
TCGA-BQ-7055-01A 73 years, male, white, stage:i 17.1
TCGA-AK-3455-01A 71 years, female, white, stage:iii 17.1
TCGA-B2-3923-01A 59 years, male, white, stage:ii 17.1
TCGA-B4-5835-01A 64 years, female, white, stage:i 17.1
TCGA-A4-8630-01A 59 years, female, white, stage:i 17.1
TCGA-F9-A97G-01A 79 years, male, asian, stage:iii 17.1
TCGA-B0-5700-01A 77 years, male, white, stage:i 17.1
TCGA-KL-8344-01A 51 years, male, white, stage:iii 17.0
TCGA-G7-6790-01A 57 years, male, white, stage:i 17.0
TCGA-2Z-A9J3-01A 67 years, male, white, stage:ii 17.0
TCGA-B9-A8YI-01A 79 years, male, black or african american, stage:i 17.0
TCGA-KO-8403-01A 49 years, male, white, stage:i 17.0
TCGA-CJ-4892-01A 65 years, female, white, stage:i 17.0
TCGA-CJ-4876-01A 57 years, male, white, stage:ii 17.0
TCGA-BQ-5880-01A 79 years, male, white, stage:iii 17.0
TCGA-SX-A71W-01A 66 years, male, white, stage:i 16.9
TCGA-B0-5092-01A 53 years, female, white, stage:iv 16.9
TCGA-AS-3778-01A 35 years, male, white, stage:i 16.9
TCGA-B0-4818-01A 68 years, female, white, stage:ii 16.8
TCGA-G6-A8L6-01A 55 years, male, black or african american, stage:iv 16.8
TCGA-KN-8435-01A 59 years, male, white, stage:ii 16.8
TCGA-2Z-A9JS-01A 74 years, male, white, stage:i 16.8
TCGA-B8-A7U6-01A 54 years, female, black or african american, stage:i 16.7
TCGA-B0-5117-01A 40 years, male, white, stage:i 16.7
TCGA-UZ-A9PS-01A 62 years, female, black or african american, stage:ii 16.7
TCGA-KL-8333-01A 69 years, male, white, stage:ii 16.7
TCGA-SX-A71R-01A 51 years, male, white, stage:i 16.7
TCGA-AK-3451-01A 48 years, male, white, stage:ii 16.6
TCGA-Y8-A8S0-01A 58 years, male, white, stage:i 16.6
TCGA-CJ-5681-01A 44 years, female, white, stage:iv 16.6
TCGA-Y8-A8RY-01A 63 years, male, white, stage:i 16.6
TCGA-BP-4351-01A 51 years, female, white, stage:iii 16.6
TCGA-KN-8426-01A 50 years, male, white, stage:iv 16.6
TCGA-2Z-A9JK-01A 50 years, male, white, stage:iii 16.6
TCGA-UZ-A9PZ-01A 65 years, male, white, stage:iii 16.5
TCGA-SX-A7SQ-01A 48 years, male, white, stage:i 16.5
TCGA-5P-A9JV-01A 49 years, male, white 16.5
TCGA-HE-A5NF-01A 58 years, male, stage:i 16.4
TCGA-CJ-4901-01A 47 years, male, white, stage:iii 16.4
TCGA-DW-7842-01A 52 years, male, white, stage:i 16.4
TCGA-BQ-5892-01A 51 years, male, white, stage:i 16.4
TCGA-P4-A5ED-01A 51 years, male, white, stage:i 16.4
TCGA-B0-5697-01A 50 years, male, white, stage:i 16.4
TCGA-B0-5088-01A 53 years, male, white, stage:i 16.4
TCGA-T7-A92I-01A 47 years, female, black or african american, stage:i 16.3
TCGA-BQ-5877-01A 60 years, male, black or african american, stage:iv 16.3
TCGA-B8-A54J-01A 60 years, male, black or african american, stage:ii 16.3
TCGA-WN-A9G9-01A male, white, stage:i 16.3
TCGA-B8-A54G-01A 50 years, male, black or african american, stage:i 16.3
TCGA-CJ-5677-01A 54 years, female, white, stage:iv 16.3
TCGA-A3-A6NJ-01A 57 years, female, black or african american, stage:i 16.3
TCGA-4A-A93Y-01A 63 years, female, black or african american, stage:ii 16.3
TCGA-2Z-A9JO-01A 56 years, female, black or african american, stage:i 16.2
TCGA-B9-7268-01A 59 years, male, white, stage:ii 16.2
TCGA-AK-3433-01A 48 years, female, white, stage:ii 16.2
TCGA-A3-A8OV-01A 75 years, male, black or african american, stage:i 16.2
TCGA-BP-5000-01A 40 years, male, white, stage:i 16.2
TCGA-B8-A54H-01A 69 years, female, black or african american, stage:ii 16.2
TCGA-G7-7502-01A 83 years, male, white, stage:i 16.1
TCGA-GL-A9DE-01A 74 years, male, black or african american, stage:i 16.1
TCGA-KM-8439-01A 30 years, male, white, stage:i 16.1
TCGA-AK-3450-01A 85 years, female, white, stage:i 16.1
TCGA-B3-A6W5-01A 43 years, male, black or african american, stage:i 16.1
TCGA-SX-A7SN-01A 52 years, male, white, stage:i 16.1
TCGA-2Z-A9J9-01A 77 years, male, black or african american, stage:i 16.0
TCGA-2K-A9WE-01A 53 years, male, white, stage:ii 16.0
TCGA-B0-4706-01A 61 years, male, white, stage:iii 16.0
TCGA-B0-4712-01A 76 years, male, white, stage:iv 15.9
TCGA-B0-4828-01A 79 years, male, white, stage:iv 15.9
TCGA-A4-8515-01A 47 years, male, american indian or alaska native, stage:i 15.9
TCGA-IA-A83S-01A 81 years, male, white 15.8
TCGA-MM-A563-01A 41 years, male, black or african american 15.8
TCGA-B9-4117-01A 48 years, female, black or african american 15.8
TCGA-B9-A8YH-01A 52 years, male, black or african american, stage:i 15.8
TCGA-2Z-A9JI-01A 38 years, male, white, stage:iii 15.8
TCGA-CJ-5672-01A 84 years, male, white, stage:i 15.7
TCGA-UZ-A9PX-01A 73 years, male, white, stage:i 15.7
TCGA-UZ-A9PJ-01A 78 years, male, white, stage:i 15.7
TCGA-BP-4341-01A 67 years, male, white, stage:iii 15.7
TCGA-B0-5083-01A 63 years, male, white, stage:i 15.7
TCGA-CW-5585-01A 51 years, male, white, stage:iv 15.7
TCGA-CJ-5682-01A 60 years, male, white, stage:iv 15.6
TCGA-B0-4847-01A 60 years, male, white, stage:iv 15.6
TCGA-B9-5156-01A 51 years, male, white 15.6
TCGA-BP-4983-01A 67 years, female, asian, stage:iii 15.6
TCGA-G7-A8LB-01A 70 years, male, white, stage:iv 15.5
TCGA-B3-8121-01A 48 years, female, black or african american, stage:i 15.5
TCGA-B0-5109-01A 69 years, male, white, stage:iii 15.5
TCGA-CJ-4638-01A 46 years, female, white, stage:iv 15.5
TCGA-BQ-7061-01A 84 years, female, white, stage:i 15.5
TCGA-CJ-4642-01B 47 years, male, white, stage:ii 15.5
TCGA-CZ-5470-01A 72 years, female, stage:ii 15.5
TCGA-CZ-4859-01A 59 years, female, white, stage:i 15.5
TCGA-SX-A71V-01A 80 years, male, white, stage:i 15.5
TCGA-BQ-5881-01A 69 years, male, white, stage:i 15.5
TCGA-BP-5169-01A 70 years, male, white, stage:i 15.5
TCGA-BP-4981-01A 75 years, female, white, stage:iii 15.4
TCGA-BQ-7059-01A 71 years, male, white, stage:i 15.4
TCGA-DV-A4VX-01A 59 years, male, black or african american, stage:iv 15.4
TCGA-BP-4165-01A 64 years, female, white, stage:i 15.4
TCGA-BP-5176-01A 78 years, female, white, stage:i 15.3
TCGA-AK-3426-01A 37 years, male, white, stage:iii 15.3
TCGA-DZ-6133-01A 66 years, female, white, stage:i 15.3
TCGA-BP-5199-01A 58 years, male, white, stage:ii 15.3
TCGA-CJ-4873-01A 85 years, female, white, stage:iii 15.3
TCGA-B0-5399-01A 46 years, male, white, stage:i 15.3
TCGA-B0-5102-01A 74 years, female, white, stage:i 15.3
TCGA-GL-6846-01A 52 years, male, white, stage:iv 15.3
TCGA-BQ-5875-01A 66 years, female, white, stage:iii 15.3
TCGA-5P-A9K6-01A 64 years, male, white 15.2
TCGA-BQ-7045-01A 78 years, male, black or african american, stage:i 15.2
TCGA-BQ-5887-01A 54 years, male, white, stage:iii 15.2
TCGA-CJ-4882-01A 57 years, male, black or african american, stage:iii 15.2
TCGA-A4-A5XZ-01A 65 years, female, white, stage:ii 15.2
TCGA-BP-5201-01A 63 years, male, white, stage:iv 15.1
TCGA-UZ-A9PR-01A 84 years, male, white, stage:i 15.1
TCGA-A3-3349-01A 34 years, female, white, stage:i 15.1
TCGA-2Z-A9JG-01A 64 years, male, white, stage:i 15.1
TCGA-J7-6720-01A 42 years, male, asian, stage:i 15.1
TCGA-B0-4700-01A 60 years, male, white, stage:iv 15.1
TCGA-KL-8331-01A 48 years, female, white, stage:ii 15.0
TCGA-SX-A7SO-01A 64 years, male, white, stage:i 15.0
TCGA-CJ-4637-01A 52 years, female, white, stage:iv 15.0
TCGA-AK-3429-01A 54 years, female, white, stage:ii 15.0
TCGA-5P-A9K3-01A 59 years, male, white 15.0
TCGA-5P-A9K2-01A 62 years, male, white 15.0
TCGA-2Z-A9JJ-01A 69 years, female, white, stage:i 15.0
TCGA-P4-AAVK-01A 74 years, male, white, stage:iii 15.0
TCGA-CJ-4885-01A 64 years, male, white, stage:iv 15.0
TCGA-B0-4833-01A 82 years, female, white, stage:i 15.0
TCGA-CW-5591-01A 56 years, male, white, stage:iv 15.0
TCGA-A4-7732-01A 55 years, male, black or african american 15.0
TCGA-CJ-4893-01A 76 years, female, white, stage:i 14.9
TCGA-CJ-6027-01A 77 years, male, white, stage:i 14.9
TCGA-B0-5696-01A 70 years, male, white, stage:iii 14.9
TCGA-BP-5185-01A 56 years, male, white, stage:i 14.9
TCGA-B0-4845-01A 70 years, male, white, stage:iv 14.9
TCGA-DV-5568-01A 26 years, male, white, stage:i 14.9
TCGA-A3-A6NL-01A 49 years, female, black or african american, stage:i 14.9
TCGA-V9-A7HT-01A 67 years, male, black or african american, stage:ii 14.8
TCGA-BP-5170-01A 55 years, male, white, stage:i 14.8
TCGA-CJ-4644-01A 48 years, female, white, stage:iv 14.8
TCGA-2Z-A9JQ-01A 66 years, male, white, stage:i 14.8
TCGA-A4-7828-01A 74 years, female, black or african american, stage:i 14.8
TCGA-5P-A9KE-01A 70 years, male, white 14.8
TCGA-A3-3358-01A 57 years, female, white, stage:i 14.8
TCGA-HE-A5NI-01A 73 years, male, stage:i 14.8
TCGA-CJ-5675-01A 70 years, male, white, stage:ii 14.8
TCGA-B8-A54I-01A 48 years, male, black or african american, stage:i 14.8
TCGA-BP-4962-01A 58 years, male, white, stage:ii 14.8
TCGA-KM-8477-01A 56 years, male, white, stage:i 14.8
TCGA-A3-3346-01A 68 years, male, white, stage:i 14.7
TCGA-BQ-5883-01A 79 years, female, black or african american, stage:i 14.7
TCGA-CZ-4853-01A 82 years, male, white, stage:i 14.7
TCGA-A4-7996-01A 61 years, female, white, stage:i 14.7
TCGA-DV-5576-01A 55 years, female, black or african american, stage:i 14.7
TCGA-BP-4774-01A 57 years, female, white, stage:i 14.7
TCGA-B0-5085-01A 76 years, female, white, stage:iii 14.6
TCGA-CJ-4641-01A 55 years, female, white, stage:iv 14.6
TCGA-A3-3374-01A 51 years, female, black or african american, stage:i 14.6
TCGA-CZ-5459-01A 63 years, male, white, stage:iii 14.6
TCGA-BP-4976-01A 77 years, male, white, stage:i 14.6
TCGA-AK-3445-01A 69 years, male, white, stage:iii 14.6
TCGA-B0-4824-01A 49 years, female, white, stage:i 14.6
TCGA-A3-3380-01A 54 years, male, stage:i 14.5
TCGA-BP-4994-01A 54 years, male, white, stage:i 14.5
TCGA-4A-A93X-01A 58 years, male, white, stage:iv 14.5
TCGA-BP-4163-01A 60 years, female, white, stage:iii 14.5
TCGA-A4-7584-01A 59 years, male, black or african american, stage:i 14.5
TCGA-B2-5639-01A 46 years, male, white, stage:iv 14.5
TCGA-CJ-5683-01A 78 years, male, white, stage:i 14.5
TCGA-A4-8311-01A 60 years, male, white, stage:i 14.5
TCGA-B0-4699-01A 74 years, male, white, stage:iv 14.5
TCGA-CJ-4900-01A 69 years, female, white, stage:iv 14.5
TCGA-B0-4694-01A 72 years, male, white, stage:iii 14.4
TCGA-B0-4697-01A 46 years, female, white, stage:iv 14.4
TCGA-CJ-4916-01A 69 years, female, white, stage:iii 14.4
TCGA-DV-5573-01A 41 years, male, white, stage:i 14.4
TCGA-A4-8517-01A 71 years, male, white, stage:i 14.4
TCGA-CJ-5676-01A 47 years, male, white, stage:iii 14.4
TCGA-UZ-A9PU-01A 77 years, male, white, stage:i 14.4
TCGA-AS-3777-01A 63 years, male, white, stage:i 14.4
TCGA-B0-5080-01A 63 years, male, white, stage:iv 14.4
TCGA-KN-8419-01A 43 years, male, black or african american, stage:ii 14.4
TCGA-B9-4113-01A 64 years, male, black or african american, stage:i 14.3
TCGA-CJ-6033-01A 54 years, female, white, stage:iv 14.3
TCGA-GK-A6C7-01A 77 years, female, black or african american, stage:i 14.3
TCGA-EU-5907-01A 81 years, male, white, stage:iii 14.3
TCGA-CZ-5458-01A 43 years, male, white, stage:iii 14.3
TCGA-BP-4327-01A 75 years, female, white, stage:ii 14.3
TCGA-B1-A655-01A 77 years, female, white, stage:i 14.3
TCGA-BP-4346-01A 57 years, male, white, stage:iii 14.3
TCGA-B0-5699-01A 53 years, male, white, stage:i 14.3
TCGA-B8-5551-01A 65 years, female, black or african american, stage:i 14.2
TCGA-A4-7288-01A 71 years, female, white 14.2
TCGA-HE-A5NL-01A 51 years, male, stage:i 14.2
TCGA-AK-3453-01A 58 years, female, white, stage:ii 14.2
TCGA-B8-A54K-01A 61 years, male, black or african american, stage:i 14.2
TCGA-CZ-5468-01A 84 years, male, white, stage:iv 14.2
TCGA-CZ-4858-01A 39 years, male, white, stage:ii 14.2
TCGA-B8-4154-01A 73 years, female, white, stage:i 14.2
TCGA-BP-5007-01A 46 years, male, white, stage:ii 14.2
TCGA-2Z-A9JN-01A 50 years, female, black or african american, stage:i 14.2
TCGA-BP-4352-01A 74 years, female, white, stage:iv 14.2
TCGA-BP-5181-01A 58 years, female, white, stage:i 14.2
TCGA-CZ-4856-01A 62 years, female, white, stage:i 14.1
TCGA-A3-3335-01A 41 years, male, white, stage:ii 14.1
TCGA-B0-4839-01A 80 years, female, white, stage:i 14.1
TCGA-CZ-4866-01A 79 years, female, white, stage:i 14.1
TCGA-CJ-4640-01A 49 years, male, white, stage:iii 14.1
TCGA-A4-8518-01A 48 years, male, white, stage:i 14.1
TCGA-5P-A9K9-01A 59 years, female, white 14.1
TCGA-B0-4815-01A 65 years, male, white, stage:iii 14.1
TCGA-BP-5192-01A 59 years, male, white, stage:i 14.0
TCGA-DZ-6134-01A 69 years, male, white, stage:i 14.0
TCGA-DV-5567-01A 40 years, female, black or african american, stage:i 14.0
TCGA-BP-4756-01A 63 years, female, asian, stage:i 14.0
TCGA-CZ-5469-01A 41 years, male, white, stage:ii 14.0
TCGA-B0-5705-01A 65 years, female, white, stage:i 13.9
TCGA-BP-5186-01A 50 years, female, white, stage:i 13.9
TCGA-EU-5905-01A 67 years, female, white, stage:i 13.9
TCGA-AL-3467-01A 54 years, female, white 13.9
TCGA-BP-4784-01A 67 years, female, white, stage:i 13.9
TCGA-A4-7997-01A 67 years, male, white, stage:i 13.9
TCGA-BP-5175-01A 60 years, male, white, stage:i 13.9
TCGA-BP-4770-01A 73 years, female, white, stage:iv 13.8
TCGA-B0-5701-01A 65 years, male, white, stage:iii 13.8
TCGA-BP-4959-01A 49 years, male, white, stage:i 13.8
TCGA-B0-4816-01A 49 years, male, white, stage:ii 13.8
TCGA-CJ-4870-01A 58 years, female, black or african american, stage:iii 13.8
TCGA-A3-A6NN-01A 78 years, male, black or african american, stage:i 13.8
TCGA-DV-5575-01A 52 years, female, white, stage:i 13.8
TCGA-CZ-5987-01A 60 years, male, white, stage:iv 13.8
TCGA-CW-5587-01A 62 years, female, white, stage:iii 13.7
TCGA-KN-8427-01A 54 years, male, white, stage:iv 13.7
TCGA-B8-5553-01A 67 years, female, white, stage:i 13.7
TCGA-BQ-7060-01A 53 years, male, american indian or alaska native, stage:i 13.7
TCGA-B0-5119-01A 61 years, female, white, stage:i 13.7
TCGA-2Z-A9JD-01A 66 years, male, white, stage:i 13.7
TCGA-BP-4177-01A 65 years, male, white, stage:i 13.7
TCGA-BQ-5886-01A 75 years, male, white, stage:iii 13.7
TCGA-B8-4620-01A 70 years, female, white, stage:iii 13.7
TCGA-IZ-8195-01A 82 years, male, white, stage:ii 13.7
TCGA-CZ-5460-01A 55 years, male, white, stage:iv 13.7
TCGA-B0-5695-01A 61 years, female, white, stage:i 13.7
TCGA-BP-4977-01A 57 years, male, white, stage:i 13.6
TCGA-BP-4164-01A 51 years, female, white, stage:iii 13.6
TCGA-B0-4834-01A 49 years, male, white, stage:i 13.6
TCGA-BP-4771-01A 62 years, male, white, stage:iv 13.6
TCGA-A4-7585-01A 67 years, male, white, stage:iii 13.6
TCGA-G7-6789-01A 53 years, female, white, stage:iv 13.6
TCGA-A3-3359-01A 82 years, female, white, stage:i 13.6
TCGA-DW-7838-01A 66 years, male, white, stage:i 13.5
TCGA-B4-5377-01A 68 years, female, white, stage:iv 13.5
TCGA-B0-5400-01A 59 years, female, white, stage:iii 13.5
TCGA-B0-5712-01A 68 years, female, black or african american, stage:iv 13.5
TCGA-CW-5589-01A 52 years, male, white, stage:i 13.5
TCGA-5P-A9KC-01A 51 years, female, white 13.5
TCGA-CW-5584-01A 74 years, male, white, stage:iii 13.5
TCGA-BP-4335-01A 65 years, female, white, stage:iv 13.5
TCGA-CJ-4902-01A 61 years, male, white, stage:iii 13.5
TCGA-A3-A8CQ-01A 59 years, female, black or african american, stage:i 13.4
TCGA-BP-4349-01A 68 years, female, white, stage:i 13.4
TCGA-BP-4760-01A 69 years, male, black or african american, stage:i 13.4
TCGA-B4-5836-01A 61 years, female, white, stage:i 13.4
TCGA-DV-5569-01A 29 years, female, white, stage:i 13.4
TCGA-DW-7837-01A 43 years, male, black or african american, stage:i 13.4
TCGA-B0-4836-01A 61 years, male, white, stage:iv 13.4
TCGA-A3-3343-01A 79 years, male, white, stage:ii 13.4
TCGA-B0-5693-01A 47 years, female, white, stage:i 13.4
TCGA-B0-4849-01A 51 years, male, white, stage:iii 13.4
TCGA-BP-4804-01A 59 years, male, white, stage:i 13.4
TCGA-B0-4690-01A 65 years, male, white, stage:iv 13.3
TCGA-CJ-5684-01A 61 years, male, white, stage:iii 13.3
TCGA-B8-A54D-01A 69 years, male, black or african american, stage:iii 13.3
TCGA-B0-5691-01A 66 years, female, white, stage:i 13.3
TCGA-CJ-4907-01A 58 years, male, white, stage:iii 13.3
TCGA-CJ-4897-01A 79 years, female, white, stage:iii 13.3
TCGA-A3-3362-01A 60 years, female, white, stage:i 13.3
TCGA-A3-3326-01A 47 years, male, white, stage:i 13.3
TCGA-A3-3329-01A 75 years, male, white, stage:i 13.3
TCGA-A3-A8OW-01A 37 years, male, black or african american, stage:iii 13.3
TCGA-KL-8327-01A 46 years, female, white, stage:i 13.3
TCGA-BP-4993-01A 58 years, male, white, stage:i 13.3
TCGA-UZ-A9Q1-01A 88 years, female, white, stage:i 13.3
TCGA-AK-3428-01A 62 years, male, white, stage:iii 13.3
TCGA-CJ-4634-01A 60 years, female, white, stage:i 13.3
TCGA-BP-4960-01A 46 years, male, white, stage:ii 13.2
TCGA-B0-4827-01A 77 years, female, white, stage:iii 13.2
TCGA-CZ-4860-01A 60 years, male, white, stage:iv 13.2
TCGA-BP-4995-01A 68 years, male, white, stage:i 13.2
TCGA-BP-5010-01A 63 years, male, white, stage:iii 13.2
TCGA-CZ-4864-01A 86 years, male, white, stage:ii 13.2
TCGA-A3-3307-01A 66 years, male, stage:iii 13.2
TCGA-CJ-4874-01A 73 years, female, white, stage:i 13.2
TCGA-BQ-5891-01A 57 years, female, white, stage:iii 13.2
TCGA-B0-5077-01A 77 years, male, white, stage:i 13.1
TCGA-CZ-5453-01A 67 years, male, white, stage:ii 13.1
TCGA-CJ-5686-01A 59 years, female, white, stage:i 13.1
TCGA-B0-4814-01A 58 years, male, white, stage:iv 13.1
TCGA-B0-4688-01A 46 years, male, white, stage:iv 13.0
TCGA-BP-4354-01A 41 years, male, white, stage:iv 13.0
TCGA-B8-5159-01A 61 years, female, white, stage:i 13.0
TCGA-B2-4098-01A 72 years, female, black or african american, stage:i 13.0
TCGA-B0-4848-01A 54 years, male, white, stage:iii 13.0
TCGA-A3-3352-01A male, white, stage:iii 13.0
TCGA-B0-5709-01A 62 years, female, white, stage:iii 12.9
TCGA-CZ-5984-01A 51 years, male, white, stage:i 12.9
TCGA-B0-4846-01A 52 years, male, white, stage:iv 12.9
TCGA-BP-5168-01A 75 years, male, white, stage:i 12.9
TCGA-CZ-4865-01A 70 years, female, white, stage:i 12.9
TCGA-BP-5182-01A 56 years, male, white, stage:i 12.9
TCGA-A3-3365-01A 46 years, male, white, stage:i 12.9
TCGA-B8-5158-01A 56 years, male, white, stage:iii 12.9
TCGA-B0-4718-01A 57 years, male, white, stage:iii 12.9
TCGA-P4-AAVM-01A 69 years, male, white, stage:i 12.9
TCGA-BP-4970-01A 44 years, male, asian, stage:iii 12.9
TCGA-A3-3325-01A 52 years, male, white, stage:i 12.9
TCGA-GL-A9DD-01A 69 years, male, white, stage:i 12.9
TCGA-A3-3306-01A 67 years, male, white, stage:i 12.9
TCGA-CZ-5466-01A 67 years, male, stage:iii 12.9
TCGA-CZ-5462-01A 83 years, male, white, stage:iv 12.9
TCGA-BP-4769-01A 63 years, male, white, stage:i 12.9
TCGA-CJ-4895-01A 62 years, male, white, stage:iv 12.8
TCGA-CW-6097-01A 32 years, male, white, stage:iii 12.8
TCGA-CJ-4639-01A 49 years, female, white, stage:ii 12.8
TCGA-B3-3925-01A 52 years, male, white, stage:iii 12.8
TCGA-DV-5565-01A 59 years, male, white, stage:i 12.8
TCGA-CJ-4894-01A 58 years, male, white, stage:iii 12.8
TCGA-BP-5006-01A 61 years, male, white, stage:i 12.8
TCGA-B0-4701-01A 66 years, female, white, stage:iv 12.8
TCGA-IZ-8196-01A 50 years, male, white, stage:i 12.8
TCGA-B0-5081-01A 80 years, female, white, stage:iii 12.7
TCGA-CJ-4920-01A 64 years, female, white, stage:i 12.7
TCGA-B0-5096-01A 72 years, female, white, stage:iii 12.7
TCGA-CW-6087-01A 61 years, male, white, stage:iv 12.7
TCGA-BP-4173-01A 47 years, male, white, stage:ii 12.7
TCGA-A3-3387-01A 49 years, male, white, stage:i 12.7
TCGA-BP-4974-01A 58 years, male, white, stage:iv 12.7
TCGA-BP-4340-01A 70 years, female, white, stage:i 12.7
TCGA-CJ-6032-01A 63 years, female, white, stage:ii 12.7
TCGA-A3-3308-01A 77 years, female, white, stage:iii 12.7
TCGA-B0-5075-01A 77 years, female, white, stage:iii 12.7
TCGA-B0-4842-01A 74 years, female, white, stage:iii 12.7
TCGA-CJ-6030-01A 66 years, male, white, stage:i 12.7
TCGA-UZ-A9PO-01A 80 years, male, white, stage:i 12.7
TCGA-CZ-4863-01A 51 years, female, white, stage:iii 12.6
TCGA-CZ-5451-01A 74 years, male, white, stage:ii 12.6
TCGA-BP-5184-01A 54 years, male, white, stage:i 12.6
TCGA-BP-4992-01A 66 years, male, white, stage:i 12.6
TCGA-KN-8428-01A 71 years, male, white, stage:ii 12.6
TCGA-AK-3456-01A 48 years, male, black or african american, stage:ii 12.6
TCGA-AK-3443-01A 45 years, male, white, stage:ii 12.6
TCGA-B0-4696-01A 58 years, male, white, stage:iii 12.6
TCGA-CJ-4868-01A 42 years, male, white, stage:iv 12.6
TCGA-CJ-4871-01A 63 years, male, white, stage:iv 12.5
TCGA-B0-4693-01A 73 years, female, white, stage:iii 12.5
TCGA-A3-3311-01A 58 years, male, stage:i 12.5
TCGA-KN-8437-01A 42 years, female, white, stage:i 12.5
TCGA-AK-3434-01A 72 years, male, white, stage:i 12.5
TCGA-A3-3320-01A 52 years, female, white, stage:i 12.5
TCGA-B0-4823-01A 88 years, male, white, stage:i 12.5
TCGA-A3-3313-01A 59 years, male, black or african american, stage:i 12.5
TCGA-A3-3351-01A 42 years, male, white, stage:ii 12.5
TCGA-B0-5084-01A 33 years, male, white, stage:iv 12.5
TCGA-BP-4325-01A 64 years, female, white, stage:i 12.5
TCGA-BP-4782-01A 55 years, female, white, stage:i 12.5
TCGA-CJ-5671-01A 51 years, male, white, stage:i 12.5
TCGA-B8-4153-01B 74 years, male, white, stage:iii 12.4
TCGA-BP-4795-01A 74 years, female, white, stage:i 12.4
TCGA-B8-5549-01A 53 years, male, white, stage:i 12.4
TCGA-B8-4148-01A 63 years, female, white, stage:i 12.4
TCGA-B0-5703-01A 73 years, male, white, stage:i 12.4
TCGA-B8-4619-01A 58 years, male, white, stage:i 12.4
TCGA-CZ-5467-01A 86 years, female, white, stage:iii 12.4
TCGA-BP-4332-01A 36 years, male, white, stage:iii 12.4
TCGA-CJ-4878-01A 71 years, female, white, stage:iii 12.4
TCGA-CJ-4872-01A 51 years, male, white, stage:i 12.4
TCGA-B4-5378-01A 62 years, male, white, stage:i 12.3
TCGA-BP-4964-01A 55 years, female, white, stage:i 12.3
TCGA-CJ-4888-01A 59 years, male, white, stage:iv 12.3
TCGA-CZ-5464-01A 69 years, male, white, stage:iv 12.3
TCGA-BP-4355-01A 59 years, female, white, stage:iii 12.3
TCGA-CJ-4887-01A 48 years, male, white, stage:iv 12.3
TCGA-B8-5545-01A 42 years, male, black or african american, stage:i 12.3
TCGA-KM-8441-01A 61 years, female, white, stage:i 12.3
TCGA-BP-4775-01A 55 years, female, white, stage:i 12.3
TCGA-B8-A54F-01A 49 years, female, black or african american, stage:i 12.3
TCGA-WN-AB4C-01A female, white, stage:i 12.3
TCGA-BP-5178-01A 71 years, male, white, stage:iv 12.3
TCGA-B0-4945-01A 75 years, female, white, stage:i 12.2
TCGA-B2-A4SR-01A 62 years, male, black or african american, stage:ii 12.2
TCGA-BP-5191-01A 80 years, male, white, stage:iii 12.2
TCGA-B0-5690-01A 53 years, female, white, stage:i 12.2
TCGA-BP-5202-01A 75 years, male, white, stage:iii 12.2
TCGA-CJ-4635-01A 48 years, male, white, stage:i 12.2
TCGA-BP-4766-01A 43 years, female, white, stage:i 12.2
TCGA-BP-5177-01A 46 years, female, white, stage:i 12.2
TCGA-CW-5583-01A 51 years, female, white, stage:i 12.2
TCGA-B0-4837-01A 63 years, male, white, stage:i 12.1
TCGA-CZ-5461-01A 52 years, male, white, stage:iv 12.1
TCGA-CJ-4636-01A 51 years, male, white, stage:iii 12.1
TCGA-AK-3431-01A 62 years, female, white, stage:ii 12.1
TCGA-BP-4807-01A 42 years, male, white, stage:i 12.1
TCGA-CJ-4912-01A 61 years, male, white, stage:ii 12.1
TCGA-SX-A7SS-01A 67 years, male, white, stage:i 12.1
TCGA-AL-3468-01A 74 years, male, white, stage:ii 12.1
TCGA-BP-4998-01A 49 years, male, asian, stage:i 12.1
TCGA-A3-3317-01A 67 years, male, stage:ii 12.1
TCGA-UZ-A9Q0-01A 60 years, male, white, stage:i 12.0
TCGA-BP-4762-01A 42 years, male, white, stage:i 12.0
TCGA-B0-5120-01A 72 years, female, white, stage:i 12.0
TCGA-B0-5106-01A 64 years, male, white, stage:i 12.0
TCGA-B0-4714-01A 81 years, male, white, stage:iv 12.0
TCGA-B0-5095-01A 81 years, male, white, stage:iii 12.0
TCGA-BP-4160-01A 67 years, male, white, stage:iii 12.0
TCGA-BP-4971-01A 40 years, male, white, stage:iii 12.0
TCGA-CW-6090-01A 68 years, male, white, stage:i 12.0
TCGA-B3-4103-01A 56 years, male, white, stage:i 12.0
TCGA-B4-5834-01A 59 years, male, white, stage:i 12.0
TCGA-BP-4338-01A 43 years, male, white, stage:i 12.0
TCGA-BP-4167-01A 60 years, male, white, stage:iii 12.0
TCGA-BP-4798-01A 74 years, male, white 11.9
TCGA-CW-5580-01A 73 years, female, white, stage:iv 11.9
TCGA-B0-4703-01A 51 years, male, white, stage:iv 11.9
TCGA-CJ-4891-01A 57 years, female, white, stage:iii 11.9
TCGA-BP-4345-01A 62 years, male, white, stage:iii 11.9
TCGA-B0-5099-01A 88 years, female, white, stage:iii 11.9
TCGA-B2-5636-01A 79 years, male, white, stage:i 11.9
TCGA-A3-3370-01A 48 years, female, white, stage:i 11.9
TCGA-CZ-5465-01A 76 years, female, stage:iii 11.9
TCGA-BP-4330-01A 60 years, female, black or african american, stage:iii 11.9
TCGA-BP-4342-01A 79 years, male, white, stage:ii 11.8
TCGA-BP-5009-01A 52 years, male, white, stage:i 11.8
TCGA-BP-4801-01A 57 years, male, white, stage:i 11.8
TCGA-CJ-4886-01A 43 years, female, white, stage:i 11.8
TCGA-B9-4617-01A 41 years, male, black or african american 11.8
TCGA-BP-4797-01A 34 years, male, white, stage:iii 11.8
TCGA-B0-4819-01A 60 years, female, white, stage:iv 11.8
TCGA-EU-5904-01A 47 years, female, white, stage:i 11.8
TCGA-B0-4852-01A 78 years, female, white, stage:ii 11.8
TCGA-BP-5187-01A 54 years, male, white, stage:i 11.7
TCGA-A3-3357-01A 62 years, male, white, stage:ii 11.7
TCGA-BP-5200-01A 44 years, male, white, stage:ii 11.7
TCGA-AK-3461-01A 72 years, male, white, stage:i 11.7
TCGA-BP-4969-01A 63 years, female, white, stage:i 11.7
TCGA-B8-4621-01A 63 years, male, black or african american, stage:i 11.7
TCGA-CJ-6031-01A 54 years, male, white, stage:i 11.6
TCGA-EU-5906-01A 55 years, male, white, stage:i 11.6
TCGA-BP-5190-01A 61 years, male, white, stage:i 11.6
TCGA-B0-5104-01A 90 years, female, white, stage:i 11.6
TCGA-CJ-4899-01A 42 years, male, asian, stage:i 11.6
TCGA-CZ-4862-01A 46 years, male, white, stage:i 11.6
TCGA-CZ-4861-01A 63 years, male, white, stage:ii 11.6
TCGA-AK-3454-01A 84 years, male, white, stage:i 11.6
TCGA-BP-5198-01A 72 years, male, white, stage:iii 11.5
TCGA-A3-3367-01A 72 years, male, white, stage:i 11.5
TCGA-BP-4169-01A 76 years, female, white, stage:ii 11.5
TCGA-CZ-5985-01A 58 years, male, white, stage:ii 11.5
TCGA-A3-3372-01A 64 years, male, white, stage:iii 11.5
TCGA-AK-3436-01A 40 years, male, white, stage:iv 11.5
TCGA-A3-3319-01A 70 years, male, white, stage:i 11.5
TCGA-B2-4102-01A 61 years, male, white, stage:i 11.5
TCGA-B0-5710-01A 57 years, male, white, stage:i 11.4
TCGA-A3-3373-01A 54 years, female, white, stage:i 11.4
TCGA-A3-3331-01A 86 years, female, white, stage:i 11.4
TCGA-CZ-5457-01A 62 years, male, white, stage:iii 11.4
TCGA-BP-4765-01A 43 years, male, white, stage:i 11.4
TCGA-BP-4963-01A 64 years, male, white, stage:i 11.4
TCGA-J7-8537-01A 37 years, female, asian, stage:iii 11.4
TCGA-BP-4329-01A 75 years, male, white, stage:iii 11.3
TCGA-DV-A4W0-01A 55 years, male, black or african american, stage:i 11.3
TCGA-BP-4989-01A 58 years, male, white, stage:iii 11.3
TCGA-B4-5838-01A 52 years, male, white 11.3
TCGA-B0-4838-01A 69 years, female, white, stage:i 11.3
TCGA-CJ-4875-01A 67 years, male, white, stage:iv 11.3
TCGA-CJ-4908-01A 38 years, male, white, stage:i 11.3
TCGA-CW-5581-01A 44 years, male, white, stage:i 11.3
TCGA-BP-4161-01A 74 years, male, white, stage:i 11.3
TCGA-B0-5706-01A 45 years, male, white, stage:ii 11.3
TCGA-B0-5115-01A 43 years, male, white, stage:iv 11.3
TCGA-CJ-5689-01A 90 years, male, white, stage:i 11.2
TCGA-B0-5110-01A 71 years, female, white, stage:i 11.2
TCGA-BP-4987-01A 41 years, female, asian, stage:i 11.2
TCGA-BP-4961-01A 47 years, male, white, stage:i 11.2
TCGA-BP-5195-01A 75 years, male, white, stage:i 11.2
TCGA-BP-4985-01A 72 years, male, white, stage:iii 11.2
TCGA-BP-4965-01A 46 years, male, white, stage:i 11.2
TCGA-B8-5552-01B 41 years, female, white, stage:i 11.2
TCGA-CJ-4643-01A 67 years, female, white, stage:ii 11.2
TCGA-B0-5713-01A 75 years, female, white, stage:iii 11.2
TCGA-DW-7963-01B 43 years, male, black or african american, stage:i 11.2
TCGA-B0-4813-01A 68 years, male, white, stage:iii 11.2
TCGA-B0-4817-01A 81 years, male, white, stage:iii 11.1
TCGA-MM-A564-01A 68 years, male, black or african american, stage:ii 11.1
TCGA-A3-3376-01A 51 years, male, black or african american, stage:i 11.1
TCGA-BP-4777-01A 46 years, male, white, stage:i 11.1
TCGA-BP-4759-01A 50 years, male, white, stage:i 11.1
TCGA-B8-5550-01A 71 years, male, white, stage:iii 11.1
TCGA-B0-4811-01A 48 years, male, white, stage:iii 11.1
TCGA-B0-4713-01A 76 years, female, white, stage:iii 11.1
TCGA-B0-5698-01A 77 years, male, black or african american, stage:i 11.1
TCGA-B0-5402-01A 64 years, male, white, stage:iv 11.1
TCGA-CZ-5455-01A 63 years, male, white, stage:iv 11.1
TCGA-BQ-5884-01A 59 years, female, black or african american, stage:i 11.1
TCGA-CJ-4889-01A 63 years, female, white, stage:i 11.0
TCGA-AK-3460-01A 58 years, male, white, stage:i 11.0
TCGA-CJ-4918-01A 64 years, male, white, stage:iv 11.0
TCGA-B8-5164-01A 65 years, male, white, stage:iii 11.0
TCGA-KL-8328-01A 60 years, male, white, stage:ii 11.0
TCGA-B4-5843-01A 45 years, male, white, stage:i 11.0
TCGA-CJ-4903-01A 50 years, male, white, stage:i 11.0
TCGA-B0-5711-01A 50 years, male, white, stage:iii 10.9
TCGA-AL-3471-01A 74 years, male, white, stage:i 10.9
TCGA-BQ-5882-01A 54 years, male, stage:iii 10.9
TCGA-BP-4975-01A 40 years, male, white, stage:i 10.9
TCGA-CW-6088-01A 60 years, male, white, stage:i 10.9
TCGA-CW-5590-01A 51 years, male, white, stage:iv 10.9
TCGA-B0-5108-01A 54 years, male, white, stage:iii 10.9
TCGA-B0-5694-01A 71 years, male, white, stage:iii 10.9
TCGA-CJ-4884-01A 72 years, female, white, stage:iii 10.8
TCGA-B8-4622-01A 57 years, male, white, stage:iv 10.8
TCGA-B8-A8YJ-01A 60 years, female, black or african american, stage:i 10.8
TCGA-BP-4973-01A 47 years, male, white, stage:iii 10.8
TCGA-CZ-5456-01A 57 years, male, white, stage:ii 10.8
TCGA-BP-4972-01A 43 years, female, white, stage:iii 10.8
TCGA-BP-5004-01A 53 years, male, white, stage:i 10.7
TCGA-BQ-7058-01A 81 years, male, white, stage:iii 10.7
TCGA-B0-4843-01A 57 years, male, white, stage:iii 10.7
TCGA-CJ-4890-01A 72 years, male, white, stage:iv 10.7
TCGA-BQ-7044-01A 73 years, male, white, stage:iii 10.7
TCGA-BP-5008-01A 46 years, male, white, stage:i 10.6
TCGA-BP-4787-01A 59 years, female, white, stage:iv 10.6
TCGA-B0-4822-01A 78 years, male, white, stage:ii 10.6
TCGA-BP-4170-01A 72 years, female, white, stage:i 10.6
TCGA-BP-4986-01A 75 years, male, white, stage:i 10.6
TCGA-BP-5194-01A 39 years, male, white, stage:i 10.6
TCGA-BP-4789-01A 48 years, male, white, stage:i 10.5
TCGA-B0-5812-01A 53 years, male, white, stage:i 10.5
TCGA-BP-4162-01A 65 years, female, white, stage:i 10.5
TCGA-A3-3324-01A 51 years, male, white, stage:i 10.5
TCGA-AL-3466-01A 41 years, male, white, stage:iv 10.5
TCGA-CZ-4857-01A 56 years, male, white, stage:iv 10.5
TCGA-B0-5094-01A 62 years, male, white, stage:iv 10.5
TCGA-A3-3347-01A 76 years, female, white, stage:iii 10.5
TCGA-A3-3323-01A 53 years, male, white, stage:i 10.5
TCGA-DV-5574-01A 37 years, male, white, stage:i 10.5
TCGA-CJ-4881-01A 41 years, male, white, stage:iii 10.4
TCGA-B4-5844-01A 61 years, female, white, stage:ii 10.4
TCGA-B0-4707-01A 63 years, male, white, stage:iii 10.4
TCGA-CJ-4905-01A 62 years, female, white, stage:i 10.4
TCGA-CZ-5982-01A 59 years, female, white, stage:i 10.4
TCGA-B0-5113-01A 69 years, female, white, stage:iii 10.4
TCGA-BP-4344-01A 75 years, female, white, stage:i 10.4
TCGA-CJ-4904-01A 60 years, female, white, stage:iv 10.4
TCGA-BP-4982-01A 42 years, male, white, stage:i 10.3
TCGA-B8-A54E-01A 62 years, female, black or african american, stage:i 10.3
TCGA-BP-4991-01A 54 years, male, white, stage:i 10.3
TCGA-BP-4967-01A 76 years, male, white, stage:iii 10.3
TCGA-BP-4166-01A 69 years, male, white, stage:iii 10.3
TCGA-B0-5116-01A 53 years, male, white, stage:iii 10.3
TCGA-BP-4343-01A 64 years, male, white, stage:iii 10.2
TCGA-BP-4174-01A 49 years, male, white, stage:ii 10.2
TCGA-B2-4101-01A 52 years, male, white, stage:ii 10.1
TCGA-BP-4158-01A 69 years, male, white, stage:i 10.1
TCGA-B8-5162-01A 63 years, male, white, stage:ii 10.1
TCGA-BP-4768-01A 72 years, female, white, stage:i 10.0
TCGA-KM-8443-01A 58 years, male, white, stage:ii 10.0
TCGA-BP-5173-01A 75 years, male, white, stage:i 9.9
TCGA-B2-5641-01A 79 years, male, white, stage:i 9.9
TCGA-BP-4781-01A 78 years, male, white, stage:i 9.8
TCGA-B0-4841-01A 63 years, male, white, stage:iv 9.8
TCGA-CJ-5679-01A 73 years, male, white, stage:iii 9.8
TCGA-BP-4326-01A 53 years, female, white, stage:i 9.8
TCGA-CZ-5454-01A 63 years, male, white, stage:iv 9.7
TCGA-BP-4347-01A 74 years, male, white, stage:iii 9.7
TCGA-A3-3378-01A 60 years, male, white, stage:i 9.7
TCGA-B0-5121-01A 56 years, male, white, stage:i 9.7
TCGA-CZ-5463-01A 76 years, male, white, stage:ii 9.6
TCGA-CW-6093-01A 73 years, male, white, stage:i 9.6
TCGA-B8-5165-01A 43 years, male, white, stage:i 9.6
TCGA-A3-3322-01A 51 years, male, white, stage:i 9.6
TCGA-CW-5588-01A 78 years, female, white, stage:i 9.5
TCGA-B2-3924-01A 73 years, male, white, stage:i 9.5
TCGA-BP-4999-01A 56 years, male, white, stage:i 9.5
TCGA-BP-5189-01A 60 years, male, white, stage:i 9.4
TCGA-CZ-5988-01A 38 years, male, white, stage:i 9.3
TCGA-BP-4176-01A 64 years, male, white, stage:i 9.3
TCGA-BP-4159-01A 70 years, male, white, stage:i 9.3
TCGA-KN-8436-01A 63 years, male, white, stage:ii 9.3
TCGA-AK-3465-01A 71 years, female, black or african american, stage:i 9.3
TCGA-BP-4353-01A 61 years, male, white, stage:i 9.2
TCGA-B8-5163-01A 63 years, female, white, stage:iii 9.2
TCGA-KL-8345-01A 75 years, male, white, stage:iii 9.2
TCGA-B0-5097-01A 59 years, female, white, stage:iii 9.1
TCGA-BP-4790-01A 76 years, male, white, stage:i 9.1
TCGA-BP-4803-01A 79 years, male, white, stage:iii 8.9
TCGA-BP-4763-01A 79 years, female, white, stage:i 8.7
TCGA-A3-3382-01A 69 years, male, white, stage:i 8.7
TCGA-CZ-5986-01A 61 years, male, white, stage:i 8.4
TCGA-A3-3385-01A 46 years, female, white, stage:i 8.3
TCGA-BQ-5876-01A 75 years, male, white, stage:i 8.3
TCGA-CJ-6028-01A 58 years, male, white, stage:iv 8.3
TCGA-A3-3316-01A 57 years, male, white, stage:ii 7.7
TCGA-CZ-4854-01A 68 years, male, white, stage:i 7.6
TCGA-B2-5635-01A 74 years, male, white, stage:i 7.1
TCGA-BP-4799-01A 70 years, male, white, stage:iii 6.1
TCGA-B2-5633-01B 56 years, male, white, stage:i 4.9
TCGA-B8-4146-01B 41 years, female, white, stage:i 2.9
TCGA-CZ-5989-01A 60 years, male, white, stage:ii 1.5
TCGA-B4-5832-01A 65 years, male, white, stage:iii 1.3
Show all
12.214.517.94.926.30510152025303540

RENAL CANCER - Protein expression
 

Antibody HPA039176

Antibody CAB072836
 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.