Expression of MT-ND4 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

MT-ND4 is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7608.71

Median expressionⁱ : 11210.02

Median follow up timeⁱ : 2.99

P scoreⁱ 0.028

5-year survival highⁱ 65%

5-year survival lowⁱ 76%

TCGA RNA samplesⁱ

Average FPKM

14481.3

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	80542.1
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	69700.8
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	68661.8
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	67805.5
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	61402.0
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	56890.3
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	56397.3
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	54850.0
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	54790.4
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	53562.6
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	52774.3
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	51157.8
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	47468.9
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	46964.2
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	46928.5
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	45308.1
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	43337.5
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	43060.1
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	42927.1
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	42880.2
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	42762.4
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	42693.2
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	41192.1
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	40465.9
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	40351.1
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	39909.9
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	39895.1
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	39392.1
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	39358.5
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	39112.7
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	38606.5
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	38520.0
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	38230.7
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	38206.6
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	38044.2
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	37827.5
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	37635.9
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	37376.4
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	37100.9
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	36828.0
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	36702.8
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	36055.2
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	35808.8
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	35791.6
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	35649.3
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	35079.1
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	35076.6
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	34907.8
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	34732.8
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	34720.7
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	34530.2
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	34384.1
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	33659.4
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	33655.1
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	33451.1
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	33428.7
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	33228.1
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	33126.4
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	32919.1
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	32771.8
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	32721.5
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	32608.3
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	32554.8
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	32456.1
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	32302.4
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	32276.0
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	32099.5
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	32090.3
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	32001.0
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	31829.0
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	31643.5
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	31637.7
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	31595.3
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	31577.9
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	31477.5
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	31399.0
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	31315.6
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	31228.4
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	31089.8
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	31043.6
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	30869.4
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	30770.2
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	30576.9
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	30145.5
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	30138.8
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	30066.4
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	30007.3
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	29896.8
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	29841.9
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	29574.1
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	29471.3
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	29420.3
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	29398.7
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	29347.7
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	29194.6
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	29126.6
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	28776.3
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	28647.0
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	28322.2
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	28188.2
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	28164.9
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	27991.3
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	27979.7
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	27814.1
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	27445.3
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	27372.4
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	27216.6
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	27205.4
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	26945.8
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	26942.0
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	26918.5
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	26916.2
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	26898.7
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	26769.3
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	26671.6
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	26411.9
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	26347.8
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	26260.2
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	26225.0
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	25994.2
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	25993.2
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	25950.3
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	25912.8
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	25832.9
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	25623.7
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	25600.2
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	25439.3
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	25411.9
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	25371.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	25342.5
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	25333.7
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	25325.6
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	25279.6
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	25087.4
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	25011.7
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	24944.3
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	24926.5
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	24619.0
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	24558.8
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	24515.6
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	24466.9
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	24445.8
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	24399.9
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	24378.1
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	24295.3
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	24202.6
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	24197.6
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	24168.7
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	23975.9
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	23874.9
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	23871.4
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	23861.2
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	23643.0
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	23559.2
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	23450.9
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	23448.0
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	23363.9
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	23358.9
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	23284.1
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	23235.5
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	23116.5
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	23110.6
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	22924.6
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	22906.5
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	22904.3
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	22817.0
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	22758.3
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	22687.1
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	22389.4
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	22353.3
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	22292.2
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	22247.0
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	22190.9
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	22175.2
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	22090.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	22070.7
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	22059.8
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	22025.3
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	21898.9
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	21786.2
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	21719.1
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	21712.0
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	21547.0
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	21389.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	21388.1
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	21359.9
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	21311.4
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	21268.7
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	21160.1
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	21137.1
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	21043.4
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	21040.2
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	20988.1
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	20889.4
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	20807.4
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	20740.7
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	20664.2
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	20648.9
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	20625.6
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	20602.3
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	20398.6
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	20364.9
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	20348.0
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	20333.7
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	20256.7
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	20057.9
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	20022.8
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	19865.8
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	19796.3
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	19648.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	19492.7
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	19480.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	19389.0
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	19371.9
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	19298.8
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	19290.5
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	19286.3
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	19241.7
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	19226.8
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	19201.8
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	19199.0
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	19194.2
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	19132.1
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	19066.2
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	19029.7
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	18982.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	18889.6
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	18732.1
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	18685.5
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	18636.3
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	18561.9
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	18538.3
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	18520.6
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	18520.6
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	18410.7
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	18352.9
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	18273.3
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	18266.8
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	18167.3
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	18129.3
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	18050.8
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	18004.8
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	17980.3
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	17902.2
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	17801.7
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	17707.6
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	17478.6
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	17477.8
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	17372.0
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	17353.0
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	17292.1
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	17174.2
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	17154.7
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	17146.2
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	17127.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	17121.3
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	17096.7
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	17093.8
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	17005.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	16985.1
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	16943.7
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	16939.1
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	16912.7
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	16889.8
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	16846.9
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	16842.0
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	16806.0
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	16653.7
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	16639.3
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	16613.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	16571.2
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	16562.8
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	16552.4
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	16474.6
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	16470.6
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	16423.3
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	16405.9
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	16361.3
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	16346.1
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	16308.4
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	16295.9
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	16277.4
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	16192.0
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	16086.8
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	15914.6
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	15831.2
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	15799.3
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	15759.9
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	15747.1
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	15734.4
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	15661.0
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	15599.9
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	15585.0
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	15583.9
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	15567.5
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	15538.0
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	15498.9
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	15482.8
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	15464.0
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	15463.7
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	15409.7
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	15387.5
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	15387.3
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	15377.7
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	15358.5
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	15332.6
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	15316.7
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	15310.1
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	15259.3
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	15237.8
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	15111.9
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	14991.8
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	14975.5
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	14933.6
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	14928.1
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	14875.3
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	14860.9
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	14781.3
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	14728.2
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	14691.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	14679.7
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	14638.8
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	14624.2
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	14573.0
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	14565.9
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	14538.7
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	14512.7
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	14483.3
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	14483.2
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	14470.0
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	14332.1
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	14236.8
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	14193.2
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	14136.9
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	14092.7
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	14076.5
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	14038.0
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	14033.8
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	13970.3
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	13892.2
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	13884.9
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	13870.6
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	13829.2
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	13800.6
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	13726.3
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	13720.8
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	13690.4
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	13688.6
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	13682.0
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	13670.3
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	13650.9
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	13546.1
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	13533.5
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	13517.9
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	13489.6
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	13485.8
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	13436.5
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	13435.3
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	13396.8
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	13393.2
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	13365.6
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	13346.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	13334.1
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	13320.7
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	13309.0
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	13154.2
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	13137.6
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	13116.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	13115.5
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	13110.6
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	13068.0
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	13062.9
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	13059.5
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	13042.9
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	13020.4
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	13009.8
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	12996.4
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	12983.5
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	12979.6
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	12923.8
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	12888.8
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	12883.3
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	12861.2
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	12848.5
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	12816.5
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	12792.0
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	12718.3
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	12654.9
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	12631.2
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	12547.1
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	12535.4
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	12501.1
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	12404.9
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	12384.5
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	12377.7
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	12360.2
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	12346.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	12323.9
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	12322.0
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	12313.1
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	12282.0
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	12280.2
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	12271.2
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	12231.0
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	12157.9
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	12134.6
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	12119.4
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	12114.6
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	12068.5
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	12027.8
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	12024.0
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	12016.6
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	11957.6
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	11906.4
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	11876.8
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	11808.2
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	11802.9
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	11786.4
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	11782.6
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	11772.7
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	11722.9
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	11705.2
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	11681.5
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	11670.5
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	11653.0
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	11642.9
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	11616.0
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	11608.9
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	11563.7
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	11493.5
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	11483.7
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	11478.6
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	11462.7
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	11411.5
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	11311.4
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	11275.7
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	11240.5
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	11223.2
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	11210.0
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	11176.9
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	11108.0
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	11075.1
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	11064.5
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	11050.7
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	10990.6
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	10925.8
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	10873.2
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	10623.9
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	10622.7
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	10572.4
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	10502.2
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	10500.1
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	10471.3
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	10464.8
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	10450.9
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	10430.4
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	10425.1
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	10417.0
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	10397.0
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	10362.2
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	10308.6
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	10292.7
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	10284.1
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	10271.4
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	10242.3
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	10233.4
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	10215.0
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	10199.8
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	10197.5
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	10173.7
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	10165.2
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	10059.3
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	10034.2
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	10033.2
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	10005.0
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	9975.8
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	9970.5
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	9969.2
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	9966.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	9943.4
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	9928.6
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	9923.9
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	9918.7
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	9882.6
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	9831.6
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	9824.4
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	9819.2
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	9808.4
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	9791.1
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	9759.0
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	9656.2
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	9595.0
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	9578.6
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	9564.2
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	9546.2
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	9454.1
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	9406.2
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	9405.2
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	9394.4
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	9393.0
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	9391.0
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	9386.2
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	9383.3
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	9365.1
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	9342.1
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	9275.5
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	9243.9
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	9243.5
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	9214.2
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	9212.9
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	9150.2
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	9145.6
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	9144.9
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	9133.4
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	9052.3
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	9012.1
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	8996.8
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	8992.2
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	8989.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	8987.8
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	8932.9
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	8930.3
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	8890.2
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	8874.9
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	8846.5
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	8823.4
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	8812.3
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	8812.1
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	8798.9
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	8796.8
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	8778.1
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	8776.5
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	8771.7
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	8768.9
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	8768.5
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	8766.4
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	8750.2
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	8739.5
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	8685.3
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	8660.6
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	8658.9
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	8627.6
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	8611.3
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	8575.0
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	8563.9
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	8562.4
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	8549.8
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	8503.4
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	8482.4
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	8481.2
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	8405.2
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	8346.7
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	8344.1
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	8334.0
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	8333.1
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	8326.8
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	8311.7
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	8306.3
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	8272.9
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	8266.2
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	8262.1
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	8244.5
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	8239.5
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	8206.7
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	8205.8
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	8196.1
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	8167.9
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	8140.5
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	8132.7
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	8123.9
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	8058.8
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	8035.3
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	8022.5
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	7975.5
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	7947.0
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	7945.3
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	7943.5
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	7933.4
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	7933.4
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	7924.0
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	7919.0
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	7871.4
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	7838.9
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	7797.7
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	7772.7
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	7763.7
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	7763.5
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	7748.0
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	7709.5
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	7708.7
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	7695.8
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	7678.3
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	7658.0
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	7648.1
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	7641.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	7634.3
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	7629.3
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	7621.0
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	7610.4
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	7607.0
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	7577.7
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	7565.0
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	7513.9
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	7493.8
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	7488.9
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	7476.7
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	7475.2
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	7466.0
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	7457.2
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	7423.5
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	7403.2
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	7401.2
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	7398.1
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	7360.8
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	7320.6
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	7301.6
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	7244.4
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	7240.3
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	7231.7
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	7230.5
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	7206.4
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	7196.0
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	7181.8
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	7174.0
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	7165.7
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	7162.5
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	7137.4
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	7130.5
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	7129.2
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	7122.8
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	7117.5
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	7105.3
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	7096.9
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	7095.6
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	7095.6
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	7087.4
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	7066.1
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	7062.4
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	7039.7
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	7024.1
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	7022.1
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	7017.4
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	6985.6
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	6981.4
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	6972.4
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	6972.1
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	6965.1
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	6962.2
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	6959.9
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	6951.0
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	6922.8
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	6904.3
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	6899.3
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	6886.9
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	6879.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	6879.1
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	6855.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	6836.7
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	6780.6
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	6760.4
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	6746.4
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	6738.1
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	6734.6
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	6733.3
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	6725.6
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	6721.6
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	6720.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	6714.1
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	6710.3
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	6704.9
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	6701.9
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	6671.7
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	6643.9
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	6606.7
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	6578.7
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	6557.8
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	6538.0
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	6520.5
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	6510.7
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	6507.2
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	6490.8
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	6469.9
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	6468.1
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	6431.8
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	6420.4
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	6413.7
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	6403.8
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	6392.7
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	6371.4
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	6357.0
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	6296.2
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	6286.4
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	6243.4
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	6235.4
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	6212.9
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	6186.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	6160.3
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	6152.8
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	6109.8
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	6104.3
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	6064.5
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	6057.9
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	6043.7
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	6012.6
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	6005.6
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	5999.7
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	5977.8
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	5953.2
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	5950.4
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	5928.1
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	5926.7
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	5888.9
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	5885.3
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	5863.6
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	5863.2
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	5860.9
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	5859.3
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	5859.2
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	5854.9
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	5801.6
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	5794.2
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	5752.6
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	5749.0
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	5742.7
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	5742.0
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	5731.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	5728.6
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	5726.1
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	5694.7
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	5659.9
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	5656.5
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	5654.7
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	5638.4
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	5553.7
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	5551.7
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	5546.2
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	5537.2
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	5526.6
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	5503.4
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	5494.2
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	5490.2
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	5469.1
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	5463.9
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	5454.0
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	5451.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	5435.7
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	5434.8
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	5387.6
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	5376.7
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	5370.2
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	5357.8
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	5336.9
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	5269.0
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	5259.3
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	5256.9
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	5253.6
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	5245.4
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	5222.2
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	5198.7
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	5159.2
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	5150.1
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	5148.6
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	5124.6
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	5123.2
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	5093.8
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	5078.8
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	5075.8
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	5045.8
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	5027.7
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	5023.5
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	5004.4
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	4981.2
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	4978.9
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	4963.0
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	4954.0
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	4950.2
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	4915.9
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	4909.9
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	4899.6
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	4888.9
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	4876.5
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	4852.2
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	4832.5
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	4812.1
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	4799.4
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	4740.0
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	4679.9
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	4676.1
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	4633.5
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	4599.6
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	4596.1
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	4473.8
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	4464.3
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	4443.9
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	4413.4
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	4407.0
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	4359.0
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	4343.0
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	4323.5
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	4314.1
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	4254.8
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	4250.8
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	4232.6
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	4210.8
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	4203.6
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	4196.5
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	4184.6
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	4160.8
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	4143.0
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	4125.5
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	4122.5
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	4085.8
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	4084.4
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	4082.9
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	4059.7
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	4056.4
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	4017.3
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	3980.9
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	3960.4
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	3935.8
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	3863.9
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	3831.1
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	3794.5
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	3717.6
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	3713.9
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	3670.7
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	3664.0
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	3657.3
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	3651.0
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	3626.3
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	3604.9
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	3603.9
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	3430.4
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	3425.1
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	3402.2
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	3398.8
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	3381.0
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	3355.0
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	3312.6
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	3287.1
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	3270.0
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	3248.5
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	3213.3
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	3212.4
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	3185.0
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	3180.3
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	3147.5
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	3041.9
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	3035.7
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	3007.7
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	2989.1
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	2951.3
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	2821.0
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	2818.7
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	2757.8
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	2737.2
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	2681.1
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	2260.6
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	2182.8
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	2166.5
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	2152.7
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	2137.4
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	2074.2
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	2007.4
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	1991.9
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1803.9
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	1747.4
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1611.6
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1563.9
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	1337.5
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1314.6
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	1013.0
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	914.3
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	644.6
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	282.5
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	179.1
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	48.2
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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, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA053928
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