Expression of MT-CO2 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-CO2 is not prognostic in renal cancer

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19752.08

Median expressionⁱ : 9882.67

Median follow up timeⁱ : 2.99

P scoreⁱ 0.093

5-year survival highⁱ 73%

5-year survival lowⁱ 67%

TCGA RNA samplesⁱ

Average FPKM

13442.0

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	69908.4
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	62245.6
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	57387.0
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	56712.5
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	56131.0
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	55938.5
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	53638.2
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	53503.5
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	53272.1
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	53013.9
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	52896.4
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	52684.2
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	50541.9
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	50135.9
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	50123.0
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	48593.8
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	46431.7
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	45422.1
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	44836.5
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	44455.3
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	43525.1
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	43142.1
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	43014.6
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	41805.3
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	41786.7
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	40729.7
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	40456.9
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	40439.3
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	40347.8
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	40318.9
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	39337.5
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	39209.2
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	38858.3
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	37618.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	37207.1
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	37170.3
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	37143.7
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	36962.5
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	36738.7
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	36678.7
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	36457.7
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	36071.7
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	35704.8
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	34719.9
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	34408.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	34149.2
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	34068.5
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	33553.8
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	33243.1
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	33079.7
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	32891.4
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	32845.3
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	32666.6
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	32538.9
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	32464.6
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	32295.0
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	32152.3
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	32043.5
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	31645.5
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	31640.3
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	31532.2
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	31492.5
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	31188.9
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	30965.4
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	30756.4
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	30550.3
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	30368.6
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	30115.6
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	29941.6
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	29823.3
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	29801.5
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	29740.9
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	29591.9
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	29376.3
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	29313.5
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	29085.5
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	28874.9
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	28804.0
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	28618.1
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	28339.7
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	28329.9
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	28091.5
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	28039.1
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	27927.1
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	27800.0
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	27735.6
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	27664.8
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	27523.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	27406.6
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	27312.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	27163.8
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	27063.6
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	26984.6
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	26869.4
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	26780.5
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	26591.4
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	26579.2
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	26535.7
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	26506.8
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	26411.1
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	26380.7
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	26367.0
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	26147.4
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	26044.2
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	25977.7
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	25715.6
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	25675.4
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	25634.8
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	25612.3
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	25496.2
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	25482.9
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	25361.1
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	25295.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	25263.0
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	25189.7
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	25128.7
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	25061.3
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	24928.0
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	24784.9
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	24779.4
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	24630.4
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	24409.6
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	24328.6
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	24250.6
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	24147.9
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	24082.6
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	24057.2
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	24007.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	23969.9
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	23948.5
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	23818.7
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	23794.9
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	23791.4
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	23697.5
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	23676.6
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	23621.4
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	23580.2
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	23436.7
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	23324.3
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	23248.5
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	23201.0
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	23179.5
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	23163.9
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	22963.0
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	22938.6
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	22875.4
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	22563.6
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	22532.5
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	22498.2
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	22451.9
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	22442.9
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	22434.6
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	22213.1
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	22082.4
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	21914.8
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	21876.0
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	21840.0
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	21828.7
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	21800.1
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	21711.8
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	21674.6
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	21573.9
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	21564.5
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	21426.1
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	21342.4
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	21171.3
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	21113.6
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	21036.6
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	20987.1
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	20985.8
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	20885.1
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	20748.8
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	20508.3
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	20303.8
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	20265.5
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	20035.9
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	20028.2
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	20011.3
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	19993.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	19941.9
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	19896.8
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	19800.7
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	19772.6
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	19755.4
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	19748.8
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	19697.2
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	19684.4
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	19518.8
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	19322.2
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	19297.8
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	19283.9
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	19252.2
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	19232.3
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	19142.3
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	19086.1
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	19076.2
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	19026.5
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	18989.7
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	18958.1
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	18940.4
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	18934.4
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	18924.3
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	18862.9
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	18796.8
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	18785.0
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	18731.2
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	18692.3
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	18617.9
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	18564.5
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	18519.7
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	18473.4
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	18287.3
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	18259.7
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	18242.0
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	18212.7
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	18150.6
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	18134.8
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	18074.5
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	18032.2
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	17942.4
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	17939.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	17931.6
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	17905.2
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	17769.6
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	17728.3
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	17583.4
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	17510.6
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	17450.0
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	17436.5
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	17390.4
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	17048.8
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	17003.3
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	16892.1
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	16867.9
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	16857.9
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	16792.7
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	16767.2
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	16747.7
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	16678.8
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	16643.4
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	16619.9
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	16582.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	16555.2
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	16476.5
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	16438.3
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	16429.4
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	16377.4
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	16361.3
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	16225.0
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	16215.7
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	16183.4
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	16182.6
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	16175.3
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	16079.3
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	16074.1
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	15925.0
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	15921.3
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	15832.5
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	15783.4
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	15703.2
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	15702.1
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	15687.1
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	15686.7
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	15648.7
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	15604.8
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	15581.1
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	15516.3
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	15455.8
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	15388.5
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	15364.2
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	15360.1
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	15349.8
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	15311.4
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	15306.8
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	15247.2
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	15182.8
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	15120.9
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	15108.4
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	14975.8
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	14944.8
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	14908.5
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	14897.2
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	14871.2
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	14850.0
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	14822.8
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	14711.4
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	14675.2
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	14670.0
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	14636.8
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	14622.6
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	14605.7
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	14588.2
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	14555.2
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	14517.3
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	14449.1
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	14445.8
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	14428.5
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	14425.0
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	14400.5
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	14356.5
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	14313.1
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	14228.7
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	14225.7
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	14176.0
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	14166.4
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	14150.7
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	14148.4
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	14140.9
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	14096.1
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	14006.3
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	13997.7
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	13996.3
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	13985.2
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	13837.1
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	13829.3
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	13744.4
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	13697.3
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	13693.0
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	13685.8
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	13572.5
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	13560.4
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	13508.7
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	13474.3
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	13462.1
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	13422.8
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	13386.3
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	13374.4
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	13355.0
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	13326.1
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	13324.6
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	13320.2
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	13283.9
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	13261.2
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	13225.7
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	13220.9
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	13156.2
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	13153.6
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	13149.7
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	13144.9
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	13131.2
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	13030.4
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	13028.0
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	13018.7
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	13016.4
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	12932.9
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	12911.8
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	12840.1
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	12665.7
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	12647.4
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	12627.4
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	12621.1
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	12582.7
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	12544.0
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	12492.4
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	12484.6
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	12449.8
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	12426.3
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	12349.0
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	12340.9
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	12325.0
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	12313.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	12298.6
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	12256.1
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	12241.6
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	12219.9
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	12214.8
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	12190.8
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	12179.0
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	12063.4
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	12049.7
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	12049.3
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	12035.9
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	12018.3
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	12017.3
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	11943.5
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	11931.9
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	11908.4
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	11903.9
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	11893.8
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	11863.6
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	11771.1
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	11733.3
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	11691.8
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	11666.0
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	11665.0
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	11635.5
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	11624.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	11594.3
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	11569.8
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	11555.9
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	11522.8
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	11468.7
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	11453.1
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	11410.5
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	11387.7
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	11379.3
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	11379.1
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	11377.4
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	11371.0
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	11324.9
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	11160.6
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	11147.7
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	11102.0
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	11083.0
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	11056.3
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	11021.3
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	10995.2
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	10982.2
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	10906.8
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	10879.7
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	10878.8
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	10873.6
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	10858.2
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	10850.7
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	10803.4
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	10797.4
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	10780.8
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	10773.6
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	10760.2
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	10736.7
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	10669.9
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	10624.3
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	10622.0
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	10437.8
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	10435.2
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	10416.1
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	10374.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	10359.1
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	10319.6
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	10311.7
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	10291.2
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	10274.9
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	10247.7
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	10215.9
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	10090.1
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	9956.6
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	9946.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	9929.3
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	9882.7
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	9870.0
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	9842.9
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	9825.4
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	9804.1
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	9801.8
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	9793.1
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	9747.7
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	9732.1
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	9716.9
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	9709.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	9695.1
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	9672.6
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	9619.2
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	9580.6
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	9573.4
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	9404.0
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	9400.3
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	9386.1
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	9325.0
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	9301.0
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	9285.5
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	9271.2
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	9259.7
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	9246.8
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	9241.8
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	9221.0
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	9156.8
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	9153.9
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	9143.6
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	9123.6
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	9109.7
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	9103.6
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	9087.4
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	9083.3
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	9023.0
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	9017.4
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	8999.1
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	8990.5
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	8894.8
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	8890.3
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	8879.8
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	8858.1
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	8854.0
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	8790.5
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	8775.6
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	8744.6
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	8718.7
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	8642.7
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	8616.7
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	8602.0
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	8532.2
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	8522.4
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	8505.2
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	8503.8
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	8501.2
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	8494.9
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	8433.6
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	8423.8
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	8419.0
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	8385.9
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	8380.0
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	8330.3
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	8324.9
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	8308.1
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	8295.3
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	8257.4
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	8213.6
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	8212.3
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	8194.3
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	8179.3
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	8114.8
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	8098.1
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	8026.4
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	7991.0
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	7952.3
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	7931.6
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	7897.9
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	7871.7
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	7865.6
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	7863.9
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	7830.3
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	7804.6
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	7793.7
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	7751.8
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	7729.5
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	7697.8
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	7668.9
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	7653.1
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	7620.2
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	7603.2
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	7573.9
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	7558.0
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	7552.4
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	7549.6
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	7510.8
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	7506.4
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	7502.9
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	7494.0
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	7485.7
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	7481.0
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	7477.3
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	7424.6
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	7418.2
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	7406.3
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	7405.7
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	7402.5
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	7393.7
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	7389.4
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	7389.2
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	7383.6
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	7376.6
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	7371.5
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	7371.0
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	7341.5
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	7339.2
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	7319.1
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	7312.5
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	7275.5
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	7267.7
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	7252.2
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	7247.1
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	7240.4
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	7229.4
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	7193.8
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	7180.4
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	7163.5
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	7154.1
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	7137.5
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	7097.6
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	7096.1
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	7081.6
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	7050.1
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	7049.3
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	7030.4
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	7029.7
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	7018.4
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	6999.3
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	6983.6
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	6969.7
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	6960.6
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	6959.0
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	6939.0
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	6933.0
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	6869.7
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	6852.1
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	6831.0
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	6818.4
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	6796.6
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	6749.3
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	6734.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	6731.7
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	6720.9
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	6716.6
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	6705.4
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	6702.8
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	6694.2
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	6682.1
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	6674.7
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	6666.5
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	6662.6
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	6654.4
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	6646.9
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	6623.2
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	6602.8
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	6587.1
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	6576.8
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	6575.9
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	6563.9
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	6537.2
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	6522.7
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	6522.2
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	6517.0
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	6512.3
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	6492.5
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	6472.7
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	6454.8
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	6452.0
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	6450.1
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	6431.8
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	6411.7
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	6408.3
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	6400.4
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	6398.0
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	6380.5
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	6374.6
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	6367.1
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	6345.5
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	6339.0
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	6321.9
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	6320.1
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	6302.9
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	6283.2
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	6255.2
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	6225.4
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	6206.1
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	6178.9
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	6159.3
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	6141.2
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	6140.4
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	6099.1
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	6061.7
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	6025.4
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	5989.1
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	5974.2
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	5964.8
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	5957.2
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	5952.3
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	5932.9
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	5927.7
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	5921.6
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	5909.6
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	5905.4
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	5872.2
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	5870.4
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	5863.4
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	5849.2
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	5831.7
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	5767.1
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	5753.8
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	5751.5
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	5728.1
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	5718.8
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	5717.9
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	5698.6
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	5696.7
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	5694.8
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	5682.8
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	5651.0
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	5635.3
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	5627.8
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	5625.9
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	5611.3
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	5597.2
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	5595.2
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	5588.1
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	5561.3
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	5557.5
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	5547.3
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	5545.0
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	5519.0
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	5491.7
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	5474.0
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	5471.8
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	5452.1
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	5439.4
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	5435.1
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	5428.5
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	5427.2
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	5394.4
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	5393.0
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	5392.2
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	5384.1
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	5356.9
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	5344.8
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	5337.1
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	5332.8
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	5329.4
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	5328.6
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	5320.1
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	5318.6
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	5313.4
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	5310.8
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	5300.8
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	5279.7
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	5265.2
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	5234.6
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	5232.7
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	5221.4
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	5190.8
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	5170.0
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	5166.7
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	5165.6
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	5143.8
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	5141.3
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	5140.1
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	5137.1
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	5129.0
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	5116.9
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	5098.9
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	5080.8
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	5078.9
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	5076.8
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	5068.0
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	5052.3
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	5050.5
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	5043.2
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	5041.8
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	5004.3
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	4978.6
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	4964.1
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	4956.6
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	4951.9
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	4936.5
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	4931.8
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	4925.7
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	4924.2
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	4887.9
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	4877.4
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	4866.4
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	4840.4
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	4834.0
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	4808.8
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	4799.4
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	4798.5
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	4795.6
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	4791.1
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	4764.8
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	4750.4
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	4739.3
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	4726.3
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	4674.2
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	4654.2
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	4619.7
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	4601.2
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	4577.7
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	4573.9
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	4560.5
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	4506.4
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	4506.1
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	4505.1
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	4504.5
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	4495.4
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	4492.9
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	4492.8
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	4461.6
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	4455.2
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	4410.6
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	4401.7
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	4371.9
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	4364.9
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	4363.0
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	4345.0
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	4340.8
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	4330.0
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	4322.2
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	4311.5
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	4271.6
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	4239.7
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	4230.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	4190.4
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	4186.3
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	4179.0
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	4178.6
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	4106.9
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	4091.6
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	4070.8
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	4030.7
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	4002.2
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	4000.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	4000.0
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	3998.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	3996.4
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	3986.3
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	3922.0
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	3905.0
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	3900.3
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	3895.7
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	3845.4
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	3831.5
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	3818.3
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	3803.9
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	3764.7
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	3758.9
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	3726.7
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	3712.8
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	3704.7
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	3689.5
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	3684.4
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	3656.1
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	3632.0
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	3623.9
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	3574.5
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	3570.6
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	3496.5
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	3491.1
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	3488.9
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	3484.4
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	3461.6
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	3455.9
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	3444.6
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	3381.8
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	3349.6
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	3349.0
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	3326.4
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	3294.7
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	3265.5
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	3242.3
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	3224.8
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	3206.8
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	3188.5
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	3180.1
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	3161.5
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	3160.1
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	3142.6
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	3077.7
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	3064.2
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	3057.8
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	3057.3
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	3053.2
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	3003.0
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	2980.1
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	2966.1
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	2914.2
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	2912.0
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	2871.8
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	2849.8
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	2847.9
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	2821.7
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	2814.7
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	2769.2
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	2730.6
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	2709.3
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	2681.4
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	2672.0
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	2663.9
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	2582.3
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	2571.8
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	2495.6
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	2410.8
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	2404.9
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	2359.8
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	2336.6
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	2304.0
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	2238.2
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	2176.6
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	2157.6
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	2087.9
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	1914.3
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1547.0
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1363.2
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	1196.2
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	935.4
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	906.9
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	884.1
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	790.5
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	751.6
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	230.8
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	190.9
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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 HPA051505	Antibody HPA054758	Antibody CAB016243
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