Expression of SPP1 in renal cancer - The Human Protein Atlas

RENAL CANCER - Interactive survival scatter plotⁱ

The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.

The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".

Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.

Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.

& Survival analysisⁱ

SPP1 is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 1719.11
Median expressionⁱ: N/A
Median follow up timeⁱ: N/A
P scoreⁱ N/A
5-year survival highⁱ N/A
5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average FPKM

1385.1

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	14004.1
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	9429.3
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	9365.6
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	9184.4
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	9022.5
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	8584.2
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	8366.3
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	8219.1
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	7760.8
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	7617.2
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	7413.2
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	7360.9
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	7023.9
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	6978.2
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	6962.9
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	6957.8
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	6642.4
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	6441.2
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	6354.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	6327.2
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	6168.5
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	6166.5
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	6086.5
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	6041.0
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	5932.3
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	5860.2
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	5796.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	5711.2
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	5686.7
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	5537.3
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	5519.2
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	5455.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	5447.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	5261.1
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	5180.5
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	5104.0
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	5077.0
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	5004.2
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	4898.9
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	4895.9
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	4894.0
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	4889.5
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	4816.4
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	4780.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	4769.3
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	4757.4
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	4757.4
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	4737.6
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	4717.4
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	4712.4
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	4711.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	4700.7
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	4658.5
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	4658.3
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	4599.6
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	4514.8
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	4438.3
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	4373.2
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	4347.3
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	4274.8
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	4248.9
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	4248.3
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	4232.3
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	4193.6
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	4166.0
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	4165.5
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	4064.4
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	4036.4
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	4016.4
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	3960.1
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	3918.0
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	3903.1
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	3889.4
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	3852.0
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	3822.4
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	3809.6
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	3773.2
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	3770.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	3679.2
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	3671.2
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	3667.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	3663.1
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	3644.6
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	3636.7
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	3610.4
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	3545.3
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	3542.9
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	3541.5
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	3538.5
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	3521.2
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	3496.6
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	3481.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	3477.8
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	3461.5
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	3402.2
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	3389.5
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	3386.9
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	3368.0
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	3325.0
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	3292.8
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	3268.9
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	3252.6
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	3243.1
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	3236.8
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	3200.1
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	3175.6
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	3175.1
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	3125.3
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	3099.3
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	3080.0
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	3075.2
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	3034.0
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	3030.2
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	2988.5
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	2976.4
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	2943.1
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	2923.4
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	2904.7
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	2897.7
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	2897.1
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	2886.8
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	2879.8
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	2844.8
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	2830.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	2811.2
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	2797.8
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	2771.3
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	2738.7
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	2734.2
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	2718.2
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	2683.3
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	2668.5
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	2633.7
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	2633.2
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	2631.0
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	2599.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	2583.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	2564.5
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	2545.9
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	2540.9
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	2529.7
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	2509.5
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	2500.7
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	2494.2
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	2491.5
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	2481.5
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	2472.7
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	2465.9
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	2465.4
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	2450.0
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	2439.5
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	2416.7
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	2392.5
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	2391.2
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	2383.1
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	2373.5
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	2363.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	2353.6
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	2343.1
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	2341.8
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	2313.5
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	2281.2
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	2276.8
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	2260.9
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	2254.1
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	2253.8
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	2246.1
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	2225.8
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	2223.0
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	2201.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	2186.6
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	2185.2
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	2159.9
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	2159.1
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	2146.8
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	2136.8
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	2118.5
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	2116.9
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	2113.1
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	2108.2
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	2081.8
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	2054.9
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	2052.7
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	2042.6
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	2023.0
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	2020.6
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	2008.2
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	1996.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	1996.3
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	1988.4
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	1982.5
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	1976.1
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	1965.0
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1961.6
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	1958.6
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	1954.7
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	1953.9
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	1943.1
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	1932.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	1931.6
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	1922.4
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	1921.2
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	1920.4
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	1908.9
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	1898.7
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	1898.0
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	1896.5
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	1894.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	1887.4
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	1866.5
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	1848.5
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	1823.3
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	1818.0
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	1804.6
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	1803.5
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	1797.7
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	1795.9
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	1788.3
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	1781.3
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	1772.9
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	1729.2
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	1721.0
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	1720.9
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	1717.3
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	1716.0
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	1716.0
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	1695.9
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	1686.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	1684.0
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	1678.7
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	1663.0
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	1662.4
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	1659.4
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	1657.3
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	1655.5
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	1654.7
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	1644.9
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	1644.4
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	1640.9
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1636.4
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	1631.2
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	1629.6
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1624.2
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	1622.4
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	1600.2
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	1597.3
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	1571.1
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	1567.0
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	1566.1
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	1556.3
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	1540.4
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	1539.3
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	1536.3
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	1535.7
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	1529.7
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	1518.2
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	1518.1
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	1516.0
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	1505.5
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	1503.7
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	1502.5
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	1493.4
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	1491.4
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	1487.7
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	1482.4
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	1480.4
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	1473.8
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	1446.1
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	1444.5
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	1421.1
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	1419.9
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	1415.8
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	1408.3
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	1389.4
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	1389.3
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	1371.6
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	1369.2
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	1366.1
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	1361.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	1360.9
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	1359.2
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	1353.4
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	1352.2
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	1347.8
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	1341.7
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	1330.8
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	1319.0
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	1318.2
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	1313.0
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	1310.0
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	1285.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	1271.5
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	1269.7
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	1253.6
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	1250.6
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	1243.1
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	1238.6
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	1222.7
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	1222.6
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	1215.4
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	1209.8
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1208.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	1198.4
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	1190.3
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	1189.8
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	1186.2
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	1184.7
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	1174.9
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	1172.8
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	1155.3
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	1155.2
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	1154.1
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	1146.9
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	1145.7
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	1142.6
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	1140.3
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	1139.9
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	1138.9
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	1138.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	1133.3
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	1132.2
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	1130.1
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	1117.5
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	1116.6
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	1106.0
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	1100.1
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	1096.3
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	1091.6
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	1091.1
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	1080.6
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	1074.1
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	1063.1
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	1061.3
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	1060.6
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	1059.9
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	1058.4
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	1056.0
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	1053.3
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	1047.5
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	1043.7
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	1042.1
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	1039.3
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	1035.2
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	1034.5
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	1026.5
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	1024.3
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	1022.6
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	1021.2
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	1020.8
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	1019.8
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	1019.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	1014.6
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	1013.5
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	1009.6
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	1002.5
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	1000.0
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	996.6
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	994.0
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	992.4
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	984.3
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	979.8
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	956.7
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	952.8
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	952.8
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	950.5
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	950.0
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	949.6
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	942.6
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	942.2
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	940.5
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	939.2
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	932.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	932.4
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	929.7
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	915.6
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	913.8
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	909.7
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	902.9
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	896.7
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	894.1
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	892.5
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	887.7
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	887.4
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	887.1
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	875.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	873.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	872.3
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	871.6
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	867.3
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	865.2
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	863.3
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	850.0
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	846.0
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	843.0
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	842.5
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	842.5
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	842.0
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	838.4
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	837.9
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	829.9
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	829.3
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	827.9
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	822.7
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	818.5
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	817.6
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	817.3
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	815.3
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	808.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	808.0
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	807.2
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	806.8
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	804.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	800.0
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	799.1
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	796.8
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	796.4
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	794.1
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	788.6
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	786.9
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	786.8
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	786.6
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	786.0
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	785.4
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	784.7
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	784.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	784.5
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	782.2
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	780.0
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	778.0
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	768.0
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	765.9
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	764.4
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	763.0
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	761.1
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	757.9
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	754.4
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	752.0
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	746.8
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	746.5
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	744.9
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	744.6
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	743.0
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	740.9
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	740.2
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	739.5
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	739.1
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	733.1
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	731.7
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	729.9
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	729.4
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	728.9
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	728.2
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	727.5
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	721.7
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	721.3
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	713.2
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	712.4
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	711.8
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	709.3
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	705.4
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	704.4
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	704.0
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	703.8
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	699.1
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	694.7
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	693.7
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	687.4
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	686.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	686.5
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	679.8
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	675.6
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	674.6
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	673.7
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	673.2
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	664.2
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	659.8
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	653.6
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	652.9
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	651.8
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	648.1
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	645.6
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	641.6
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	640.3
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	639.0
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	638.6
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	634.8
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	631.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	630.3
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	629.8
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	628.7
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	628.5
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	627.6
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	627.2
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	627.2
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	627.0
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	623.9
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	622.6
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	622.1
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	620.9
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	617.9
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	617.3
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	615.6
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	615.5
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	614.0
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	613.5
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	613.3
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	610.7
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	609.2
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	608.3
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	606.9
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	604.6
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	601.5
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	601.4
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	592.0
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	589.4
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	587.1
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	586.0
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	583.3
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	582.6
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	579.5
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	576.9
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	576.5
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	576.1
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	575.8
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	573.1
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	570.0
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	563.5
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	560.7
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	560.5
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	559.8
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	558.8
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	554.5
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	553.5
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	552.3
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	551.8
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	550.2
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	549.1
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	548.4
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	548.1
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	547.0
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	546.2
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	542.8
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	541.4
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	541.2
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	540.8
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	540.0
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	538.9
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	538.4
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	535.7
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	535.3
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	535.0
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	534.4
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	534.0
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	532.9
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	531.9
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	531.7
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	531.5
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	530.6
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	530.1
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	528.7
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	527.8
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	527.5
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	526.5
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	523.5
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	521.6
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	520.9
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	519.3
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	516.4
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	516.0
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	515.8
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	515.4
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	513.8
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	513.5
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	512.6
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	509.6
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	509.1
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	505.6
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	497.9
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	497.0
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	492.2
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	491.6
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	491.5
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	490.9
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	490.5
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	488.9
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	487.2
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	484.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	481.1
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	480.2
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	476.4
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	475.8
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	475.4
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	473.7
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	472.5
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	471.4
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	466.1
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	463.7
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	463.6
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	459.6
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	458.0
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	457.4
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	452.9
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	447.9
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	445.3
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	445.0
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	444.9
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	443.1
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	442.8
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	441.3
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	440.9
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	440.3
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	439.8
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	439.6
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	439.5
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	437.5
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	437.5
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	436.6
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	434.0
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	432.1
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	428.9
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	427.5
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	427.4
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	427.2
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	423.3
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	415.4
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	409.6
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	409.5
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	409.4
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	407.1
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	405.8
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	403.4
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	397.7
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	396.5
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	395.4
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	394.4
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	393.1
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	390.7
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	389.9
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	389.4
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	387.0
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	386.9
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	385.9
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	385.6
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	385.6
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	383.4
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	382.0
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	381.1
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	380.4
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	380.2
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	379.3
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	379.1
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	378.4
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	373.8
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	368.4
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	368.2
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	364.5
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	363.9
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	360.9
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	360.0
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	359.0
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	357.5
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	356.8
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	355.9
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	355.8
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	355.4
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	353.3
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	352.1
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	350.9
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	349.5
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	347.7
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	347.5
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	346.8
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	345.5
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	345.1
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	344.5
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	343.4
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	340.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	338.3
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	338.2
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	337.0
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	336.9
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	336.2
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	336.0
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	334.3
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	332.9
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	331.1
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	330.8
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	330.4
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	330.3
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	328.5
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	327.6
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	327.1
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	326.9
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	325.4
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	325.0
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	324.7
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	323.7
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	323.7
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	323.0
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	322.1
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	322.0
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	321.6
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	321.4
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	319.2
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	318.3
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	317.0
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	316.6
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	315.7
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	315.5
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	315.3
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	309.4
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	308.4
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	307.4
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	303.6
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	303.4
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	301.9
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	300.2
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	299.8
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	298.2
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	297.7
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	291.9
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	291.9
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	291.1
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	290.8
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	288.0
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	287.3
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	285.9
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	285.7
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	284.0
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	281.8
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	281.6
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	281.1
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	280.4
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	275.0
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	274.3
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	273.7
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	273.1
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	271.1
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	267.6
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	267.3
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	266.7
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	265.4
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	263.3
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	262.7
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	262.1
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	261.4
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	261.2
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	260.6
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	259.1
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	258.1
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	254.3
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	251.2
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	249.7
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	247.0
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	246.9
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	243.9
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	242.4
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	240.8
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	238.4
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	238.3
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	235.4
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	234.3
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	233.6
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	233.5
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	233.0
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	228.3
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	225.7
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	225.0
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	222.7
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	222.1
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	221.1
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	220.7
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	217.0
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	216.1
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	215.4
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	213.5
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	212.3
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	211.8
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	207.7
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	203.9
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	193.5
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	191.3
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	188.7
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	184.4
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	183.9
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	181.5
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	179.2
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	178.9
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	178.6
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	176.9
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	175.4
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	173.8
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	172.4
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	170.2
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	169.3
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	168.3
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	167.5
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	162.9
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	161.4
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	161.0
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	160.1
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	159.5
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	157.1
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	156.1
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	154.8
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	154.7
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	152.9
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	152.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	151.4
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	149.5
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	149.3
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	144.2
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	144.0
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	142.2
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	142.1
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	139.8
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	138.8
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	137.7
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	137.0
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	133.3
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	131.6
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	129.6
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	129.3
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	128.3
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	121.6
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	121.2
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	119.7
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	119.0
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	118.6
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	118.4
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	117.8
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	116.6
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	113.3
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	112.7
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	109.9
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	108.4
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	107.5
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	105.8
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	105.8
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	104.7
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	94.5
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	93.0
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	92.2
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	86.3
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	85.5
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	82.4
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	80.7
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	80.0
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	78.3
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	75.2
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	72.8
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	68.3
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	66.6
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	62.1
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	59.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	57.5
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	50.7
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	49.4
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	48.2
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	46.5
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	42.8
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	36.8
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	27.9
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	27.6
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	26.8
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	26.5
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	25.0
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	23.9
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	22.3
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	19.2
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	17.8
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	16.6
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	16.0
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	9.4
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	8.3
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	6.8
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	1.4
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high. This score is based on the staining intensity and fraction of stained cells. Read more	Antibody HPA027541
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Click images for details