Expression of MT-CO1 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-CO1 is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 14490.56
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

15596.6

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	80926.8
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	74982.4
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	69733.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	67443.1
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	65323.2
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	63258.1
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	63009.0
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	61821.0
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	61016.4
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	60343.6
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	59393.3
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	58752.2
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	57861.7
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	56304.4
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	55815.0
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	53559.2
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	53104.7
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	51110.8
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	51072.1
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	51036.0
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	50972.1
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	50686.4
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	49369.9
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	47685.6
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	46946.7
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	46166.0
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	46045.1
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	44247.5
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	43997.3
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	43823.7
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	43098.0
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	42812.2
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	42562.4
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	42423.2
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	42270.0
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	41550.8
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	41486.7
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	41002.1
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	40922.2
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	40821.8
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	40497.9
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	40077.4
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	39833.0
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	39270.2
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	39244.9
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	39063.5
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	38299.2
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	38082.6
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	38030.2
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	37837.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	37732.9
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	37493.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	36787.6
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	36354.2
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	36009.8
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	35960.7
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	35873.8
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	35505.4
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	35501.5
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	35368.0
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	35017.9
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	34998.9
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	34699.3
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	34575.7
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	34572.0
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	34355.7
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	34263.6
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	34225.6
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	33958.4
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	33652.7
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	33595.9
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	33587.0
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	33580.0
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	33222.8
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	33058.2
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	33030.8
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	33009.9
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	32859.3
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	32844.1
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	32794.3
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	32600.8
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	32196.4
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	32166.5
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	31968.4
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	31706.3
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	31666.9
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	31469.0
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	31403.2
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	31316.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	31281.8
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	31261.2
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	31118.0
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	31104.1
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	31023.0
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	30780.8
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	30726.0
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	30511.6
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	30460.5
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	30431.8
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	30373.6
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	30372.7
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	30341.8
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	29847.6
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	29407.2
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	29105.6
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	29086.5
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	29070.3
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	28883.7
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	28880.0
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	28730.4
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	28420.4
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	28417.5
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	28354.5
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	28239.6
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	28196.8
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	28139.4
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	28100.9
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	27571.9
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	27532.3
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	27408.5
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	27386.7
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	27252.1
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	27159.7
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	27089.8
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	27022.4
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	26796.8
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	26651.4
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	26612.8
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	26576.7
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	26571.0
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	26519.0
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	26419.1
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	26415.7
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	26269.2
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	26224.4
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	26175.4
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	26148.2
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	26126.4
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	26117.5
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	26063.0
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	25929.5
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	25915.9
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	25910.9
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	25903.2
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	25761.6
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	25638.6
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	25540.4
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	25508.9
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	25303.9
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	25160.8
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	25152.4
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	25053.2
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	25052.9
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	24947.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	24758.6
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	24754.8
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	24683.9
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	24628.9
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	24475.0
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	24420.5
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	24353.0
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	24318.8
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	24138.4
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	24108.7
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	24105.6
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	23972.2
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	23935.1
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	23879.4
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	23867.9
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	23745.8
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	23686.4
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	23560.4
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	23422.3
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	23420.0
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	23252.3
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	23245.7
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	23227.6
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	23175.2
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	23126.8
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	23014.4
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	22817.6
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	22703.5
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	22677.0
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	22627.0
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	22595.2
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	22489.7
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	22333.9
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	22226.1
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	22182.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	22121.7
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	22042.7
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	21906.0
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	21869.9
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	21869.3
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	21842.6
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	21818.0
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	21790.5
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	21686.6
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	21645.5
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	21626.0
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	21611.8
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	21591.1
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	21468.7
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	21368.7
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	21242.3
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	21152.0
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	20943.8
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	20861.5
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	20753.8
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	20714.7
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	20625.2
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	20387.1
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	20370.1
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	20119.7
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	20065.6
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	20053.1
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	19990.4
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	19975.8
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	19974.2
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	19919.1
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	19883.1
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	19856.0
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	19823.7
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	19789.2
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	19741.6
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	19725.7
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	19643.4
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	19604.4
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	19552.5
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	19511.0
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	19322.6
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	19271.1
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	19224.3
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	19138.2
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	19098.9
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	19040.6
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	18922.9
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	18829.2
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	18821.4
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	18780.7
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	18756.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	18749.9
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	18716.0
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	18632.5
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	18589.0
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	18522.5
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	18407.7
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	18369.0
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	18362.9
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	18334.4
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	18301.3
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	18273.7
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	18246.1
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	18239.9
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	18200.6
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	18175.8
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	18172.1
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	18101.0
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	18099.0
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	18004.8
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	17977.6
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	17942.2
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	17911.7
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	17879.8
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	17790.6
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	17784.6
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	17780.5
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	17780.1
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	17731.7
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	17718.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	17630.4
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	17557.0
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	17485.8
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	17438.3
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	17427.4
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	17376.1
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	17375.5
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	17341.6
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	17261.5
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	17198.8
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	17176.4
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	17112.7
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	17073.1
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	17003.1
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	16934.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	16827.0
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	16768.5
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	16768.0
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	16669.7
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	16630.2
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	16611.7
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	16591.0
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	16571.9
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	16566.0
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	16522.9
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	16449.9
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	16418.6
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	16401.0
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	16380.6
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	16363.0
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	16262.4
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	16245.5
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	16243.0
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	16224.0
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	16194.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	16015.1
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	16002.7
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	15974.5
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	15887.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	15853.8
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	15744.9
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	15740.6
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	15715.2
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	15705.6
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	15699.3
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	15640.9
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	15636.0
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	15546.9
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	15545.5
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	15524.6
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	15511.8
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	15505.6
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	15389.9
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	15355.5
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	15240.9
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	15176.8
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	15078.7
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	15071.7
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	15063.4
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	15058.6
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	15038.2
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	15023.7
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	15004.1
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	14977.6
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	14943.4
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	14922.1
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	14842.0
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	14734.8
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	14712.2
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	14682.3
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	14675.6
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	14672.1
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	14631.7
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	14607.2
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	14569.1
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	14514.6
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	14466.5
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	14462.6
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	14460.7
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	14445.4
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	14429.5
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	14419.6
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	14380.4
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	14258.8
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	14248.4
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	14058.7
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	14057.1
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	14034.0
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	14023.7
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	13921.3
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	13902.3
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	13897.8
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	13793.5
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	13756.6
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	13707.3
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	13702.4
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	13639.1
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	13605.8
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	13571.8
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	13517.2
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	13464.3
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	13420.9
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	13407.4
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	13407.1
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	13346.4
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	13338.3
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	13277.7
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	13257.4
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	13248.7
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	13224.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	13144.1
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	13094.2
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	13047.0
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	13045.5
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	12991.0
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	12985.9
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	12985.0
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	12956.2
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	12943.8
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	12841.7
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	12800.3
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	12797.5
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	12789.8
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	12787.8
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	12745.7
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	12718.5
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	12680.3
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	12667.4
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	12636.9
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	12524.7
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	12509.4
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	12474.8
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	12463.9
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	12450.6
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	12438.6
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	12356.1
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	12348.0
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	12347.4
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	12317.8
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	12316.4
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	12305.8
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	12243.8
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	12212.3
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	12182.4
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	12162.5
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	12145.5
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	12127.7
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	12107.1
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	12085.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	12062.3
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	12002.3
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	11998.3
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	11996.8
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	11963.6
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	11929.1
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	11879.9
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	11875.2
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	11859.5
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	11808.6
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	11798.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	11780.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	11779.0
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	11776.9
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	11739.7
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	11735.6
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	11731.1
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	11693.0
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	11678.8
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	11635.2
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	11631.5
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	11619.2
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	11600.0
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	11593.3
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	11542.8
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	11491.0
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	11452.7
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	11448.3
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	11448.0
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	11440.8
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	11352.5
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	11301.2
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	11168.8
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	11144.8
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	11144.6
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	11140.6
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	11092.7
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	11076.7
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	11057.9
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	11038.1
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	11016.1
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	10987.3
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	10984.3
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	10981.5
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	10948.2
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	10934.8
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	10904.9
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	10891.5
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	10883.7
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	10848.9
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	10845.1
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	10841.1
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	10828.1
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	10797.3
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	10792.8
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	10783.6
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	10751.9
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	10740.4
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	10738.9
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	10732.9
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	10729.6
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	10659.3
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	10626.2
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	10613.2
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	10600.4
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	10600.1
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	10597.9
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	10577.7
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	10562.2
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	10561.5
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	10548.6
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	10541.8
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	10540.6
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	10540.4
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	10487.3
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	10451.8
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	10448.6
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	10440.6
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	10436.9
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	10428.4
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	10424.5
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	10419.1
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	10418.8
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	10383.9
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	10378.4
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	10343.7
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	10312.1
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	10218.6
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	10191.0
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	10172.3
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	10156.7
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	10155.4
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	10064.2
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	10055.9
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	10055.2
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	10053.2
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	10048.5
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	10022.2
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	10011.8
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	9992.9
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	9971.1
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	9935.8
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	9924.8
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	9907.1
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	9845.6
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	9839.7
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	9789.6
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	9773.8
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	9738.8
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	9724.7
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	9706.4
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	9696.5
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	9694.5
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	9685.1
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	9644.6
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	9624.1
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	9615.9
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	9607.7
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	9568.2
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	9539.9
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	9538.8
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	9532.4
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	9497.0
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	9496.7
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	9482.4
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	9475.7
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	9387.6
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	9366.6
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	9347.5
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	9292.3
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	9275.8
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	9235.7
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	9215.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	9187.3
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	9186.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	9182.7
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	9176.9
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	9173.0
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	9159.9
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	9158.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	9122.5
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	9120.0
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	9118.3
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	9116.5
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	9104.6
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	9095.9
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	9084.1
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	9055.4
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	9035.3
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	9027.4
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	9023.1
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	9009.3
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	9004.0
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	8998.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	8943.8
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	8933.6
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	8898.4
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	8897.7
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	8888.9
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	8874.9
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	8837.5
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	8831.5
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	8798.7
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	8790.2
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	8739.7
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	8723.3
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	8711.1
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	8704.6
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	8689.9
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	8646.1
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	8638.0
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	8623.4
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	8622.1
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	8616.9
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	8605.7
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	8589.9
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	8574.5
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	8550.5
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	8539.5
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	8537.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	8531.3
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	8521.0
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	8520.4
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	8505.5
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	8480.3
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	8477.2
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	8442.2
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	8433.9
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	8421.0
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	8408.5
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	8385.8
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	8382.3
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	8382.1
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	8379.8
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	8345.8
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	8338.3
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	8310.9
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	8278.4
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	8251.0
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	8240.1
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	8220.7
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	8183.9
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	8178.3
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	8166.5
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	8159.4
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	8148.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	8132.5
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	8125.9
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	8124.0
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	8116.6
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	8109.8
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	8083.9
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	8082.1
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	8074.8
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	8071.9
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	8058.1
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	8035.3
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	8027.6
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	8018.7
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	7999.3
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	7978.9
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	7955.9
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	7951.9
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	7943.7
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	7942.0
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	7918.9
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	7917.6
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	7900.2
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	7877.5
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	7873.2
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	7863.1
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	7820.9
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	7796.6
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	7780.7
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	7712.3
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	7685.9
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	7669.0
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	7667.9
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	7661.2
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	7642.4
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	7630.4
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	7625.6
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	7614.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	7613.2
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	7608.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	7604.6
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	7602.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	7591.5
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	7578.7
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	7574.1
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	7566.1
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	7547.3
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	7540.4
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	7539.3
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	7527.6
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	7517.8
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	7515.8
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	7474.2
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	7472.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	7455.1
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	7433.1
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	7428.4
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	7405.3
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	7367.1
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	7357.1
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	7354.6
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	7333.5
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	7307.1
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	7305.3
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	7275.8
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	7266.1
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	7265.7
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	7228.0
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	7221.2
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	7189.9
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	7188.6
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	7152.7
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	7101.6
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	7097.3
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	7082.7
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	7074.7
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	7072.7
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	7038.7
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	6997.8
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	6985.3
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	6942.8
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	6930.2
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	6911.2
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	6904.8
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	6901.6
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	6898.6
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	6896.1
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	6887.4
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	6875.0
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	6863.9
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	6849.5
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	6824.8
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	6820.3
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	6789.1
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	6737.8
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	6720.0
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	6629.1
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	6610.3
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	6598.4
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	6572.6
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	6549.1
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	6533.2
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	6531.2
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	6488.6
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	6475.8
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	6468.3
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	6467.0
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	6460.7
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	6460.5
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	6445.4
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	6434.1
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	6414.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	6411.3
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	6407.0
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	6394.8
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	6390.9
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	6310.3
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	6295.9
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	6242.9
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	6240.2
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	6235.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	6207.9
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	6205.3
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	6158.3
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	6150.2
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	6092.7
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	6089.3
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	6059.1
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	6042.6
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	6036.7
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	6009.1
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	5984.6
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	5916.1
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	5900.2
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	5883.6
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	5815.3
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	5710.0
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	5693.8
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	5645.0
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	5599.0
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	5593.1
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	5553.7
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	5476.1
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	5466.9
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	5441.9
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	5438.3
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	5395.4
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	5363.4
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	5349.3
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	5341.1
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	5325.7
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	5318.9
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	5263.4
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	5260.4
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	5230.1
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	5214.4
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	5150.6
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	5049.8
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	5001.0
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	4978.6
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	4962.8
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	4925.9
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	4907.1
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	4900.8
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	4868.1
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	4865.5
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	4838.9
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	4834.4
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	4815.3
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	4813.5
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	4794.9
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	4759.8
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	4750.9
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	4748.6
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	4693.1
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	4679.0
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	4659.4
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	4625.4
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	4597.3
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	4594.5
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	4581.5
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	4573.1
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	4557.2
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	4555.2
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	4491.7
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	4453.9
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	4444.1
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	4430.7
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	4423.4
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	4411.2
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	4377.5
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	4374.5
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	4370.5
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	4351.7
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	4331.2
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	4317.5
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	4283.4
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	4274.4
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	4224.5
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	4218.4
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	4137.4
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	4135.4
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	4124.7
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	4118.1
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	4114.7
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	4090.9
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	4051.3
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	4005.8
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	3900.2
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	3866.8
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	3860.3
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	3790.4
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	3718.2
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	3669.1
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	3574.6
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	3554.5
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	3523.7
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	3451.1
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	3382.1
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	3378.8
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	3286.5
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	3282.9
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	3268.5
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	3268.5
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	3257.6
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	3218.2
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	3142.1
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	3104.6
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	3081.5
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	3073.1
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	3035.5
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	2891.2
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	2826.8
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	2767.6
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	2678.2
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	2648.8
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	2479.9
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	2401.7
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	2326.7
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	2067.0
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1754.7
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	1524.2
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	1344.8
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	1244.9
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	1180.8
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	1162.3
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	1132.2
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	1093.8
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1017.0
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	843.6
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	470.1
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	441.8
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	301.0
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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 HPA069328	Antibody CAB016241
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