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

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 8705.89
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

7898.4

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	38557.1
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	35603.5
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	34333.7
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	33812.4
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	33377.8
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	32889.0
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	32855.3
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	31620.9
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	30880.1
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	29940.0
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	29901.4
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	28634.4
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	28531.0
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	28523.6
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	28444.5
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	27985.2
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	27167.1
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	26988.6
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	26860.2
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	26491.2
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	26191.1
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	25559.4
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	25420.4
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	25281.9
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	25025.6
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	25024.0
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	24978.0
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	24771.0
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	24696.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	24438.9
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	24129.1
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	23249.7
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	23179.5
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	23173.6
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	22687.4
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	22274.5
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	22238.7
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	21981.5
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	21922.8
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	21821.3
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	21743.4
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	21631.5
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	21606.3
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	21499.1
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	21403.7
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	21121.7
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	21019.9
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	20965.6
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	20881.1
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	20786.8
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	20342.7
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	20167.7
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	19713.9
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	19706.9
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	19487.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	19180.7
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	18927.5
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	18917.1
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	18834.4
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	18823.6
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	18639.3
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	18638.7
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	18586.7
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	18448.4
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	18405.9
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	18378.6
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	18305.9
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	18162.0
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	18118.4
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	18048.1
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	17975.7
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	17945.8
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	17936.9
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	17793.8
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	17771.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	17755.2
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	17575.5
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	17533.7
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	17416.5
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	17416.2
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	17270.7
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	17117.7
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	17065.7
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	17026.6
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	16735.1
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	16539.0
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	16523.8
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	16327.6
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	16166.6
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	16155.5
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	16138.4
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	16100.5
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	15889.8
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	15812.5
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	15747.8
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	15594.1
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	15592.6
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	15582.2
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	15579.7
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	15508.4
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	15429.9
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	15368.7
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	15312.5
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	15309.8
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	15287.9
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	15210.4
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	15149.2
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	15116.2
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	15091.4
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	15065.6
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	15036.6
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	14994.0
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	14969.5
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	14871.7
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	14783.9
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	14775.7
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	14580.1
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	14539.0
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	14481.7
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	14452.1
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	14364.7
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	14266.2
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	14228.7
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	14213.0
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	14205.9
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	14084.6
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	13989.6
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	13914.0
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	13884.0
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	13805.8
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	13800.5
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	13776.2
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	13759.4
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	13725.3
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	13653.4
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	13630.8
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	13539.9
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	13487.0
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	13469.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	13458.9
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	13447.5
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	13434.3
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	13383.7
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	13378.0
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	13339.1
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	13202.5
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	13164.9
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	13075.4
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	13051.1
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	13028.4
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	12954.1
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	12899.4
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	12869.3
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	12855.7
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	12777.8
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	12767.8
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	12766.4
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	12739.3
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	12726.1
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	12720.9
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	12639.5
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	12593.7
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	12560.9
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	12551.3
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	12528.9
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	12484.8
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	12447.5
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	12327.0
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	12323.2
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	12306.7
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	12273.2
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	12245.8
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	12169.1
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	12096.8
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	12090.4
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	12089.6
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	11940.3
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	11912.9
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	11901.5
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	11823.5
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	11791.1
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	11761.1
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	11758.6
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	11719.9
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	11673.5
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	11647.4
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	11643.5
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	11604.5
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	11425.7
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	11424.7
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	11398.0
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	11280.8
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	11269.1
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	11262.7
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	11157.4
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	11132.8
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	11083.1
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	11021.0
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	10981.4
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	10888.7
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	10876.5
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	10865.7
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	10794.3
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	10760.0
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	10753.8
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	10725.6
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	10684.3
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	10677.3
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	10645.2
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	10558.9
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	10481.2
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	10472.0
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	10430.0
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	10383.4
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	10368.1
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	10358.9
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	10298.6
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	10274.5
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	10216.7
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	10205.4
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	10157.2
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	10135.6
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	10134.6
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	10057.7
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	10056.2
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	10024.9
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	10003.8
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	9986.6
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	9915.0
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	9914.2
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	9895.5
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	9884.1
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	9878.7
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	9839.9
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	9742.6
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	9691.5
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	9669.0
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	9668.0
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	9648.8
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	9638.4
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	9613.4
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	9607.7
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	9593.3
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	9549.3
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	9516.3
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	9441.9
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	9437.0
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	9382.9
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	9350.6
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	9342.1
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	9320.3
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	9315.1
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	9294.2
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	9291.5
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	9258.1
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	9216.8
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	9185.2
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	9181.6
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	9178.8
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	9174.8
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	9140.8
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	9096.6
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	9086.1
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	9019.0
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	8964.3
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	8943.9
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	8896.1
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	8876.7
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	8861.8
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	8845.9
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	8815.0
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	8814.6
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	8788.7
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	8721.9
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	8710.3
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	8701.5
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	8661.9
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	8606.9
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	8599.8
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	8585.8
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	8567.4
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	8566.8
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	8552.0
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	8543.9
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	8492.1
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	8486.9
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	8469.7
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	8416.8
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	8415.3
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	8396.1
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	8372.6
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	8350.1
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	8332.8
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	8331.4
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	8304.1
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	8280.3
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	8244.4
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	8232.8
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	8201.8
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	8196.7
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	8188.9
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	8183.8
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	8166.5
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	8153.8
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	8133.5
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	8129.2
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	8099.5
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	8088.0
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	8077.9
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	8073.0
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	8069.5
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	8054.3
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	8041.4
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	8022.3
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	7977.4
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	7970.3
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	7911.9
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	7908.9
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	7894.6
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	7889.2
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	7806.7
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	7757.4
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	7718.6
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	7711.6
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	7709.3
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	7691.8
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	7687.6
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	7637.8
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	7610.1
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	7601.2
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	7595.5
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	7581.1
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	7568.6
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	7564.6
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	7553.4
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	7524.3
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	7523.7
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	7513.0
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	7505.1
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	7467.0
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	7459.7
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	7455.1
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	7392.3
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	7389.8
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	7359.7
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	7351.3
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	7346.0
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	7337.9
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	7330.7
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	7327.2
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	7319.2
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	7318.0
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	7311.2
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	7283.7
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	7274.6
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	7260.6
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	7218.4
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	7203.3
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	7197.2
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	7192.9
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	7173.9
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	7132.7
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	7112.9
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	7098.9
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	7094.5
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	7091.9
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	7049.5
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	7042.9
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	7040.1
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	7031.8
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	7006.2
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	6994.6
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	6991.8
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	6991.0
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	6963.0
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	6934.2
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	6899.6
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	6860.6
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	6855.3
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	6855.2
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	6854.9
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	6813.7
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	6734.0
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	6734.0
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	6732.7
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	6705.9
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	6681.8
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	6648.5
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	6594.8
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	6561.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	6539.5
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	6520.4
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	6477.4
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	6458.8
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	6451.1
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	6439.2
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	6423.9
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	6414.0
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	6413.2
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	6406.1
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	6382.7
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	6373.9
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	6366.4
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	6362.2
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	6354.1
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	6349.8
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	6345.5
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	6330.3
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	6325.7
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	6318.4
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	6289.4
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	6272.9
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	6241.6
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	6236.6
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	6233.2
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	6213.4
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	6199.9
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	6163.7
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	6155.4
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	6131.2
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	6124.9
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	6122.7
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	6100.9
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	6044.4
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	6001.0
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	5992.4
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	5992.3
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	5985.0
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	5981.0
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	5926.2
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	5902.8
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	5882.6
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	5871.9
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	5854.9
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	5851.8
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	5835.1
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	5807.4
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	5800.7
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	5761.2
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	5754.2
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	5753.6
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	5753.2
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	5753.1
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	5734.3
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	5719.1
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	5712.6
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	5706.9
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	5684.9
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	5676.4
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	5675.8
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	5672.9
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	5664.2
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	5628.3
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	5600.1
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	5598.8
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	5595.4
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	5509.7
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	5491.8
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	5472.6
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	5456.3
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	5443.8
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	5415.9
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	5407.2
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	5399.9
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	5393.4
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	5377.9
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	5359.3
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	5344.2
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	5343.5
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	5313.1
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	5287.9
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	5287.0
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	5282.8
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	5279.7
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	5268.1
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	5265.0
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	5264.1
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	5252.9
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	5241.5
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	5241.1
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	5237.7
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	5236.8
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	5224.1
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	5221.4
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	5201.2
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	5157.1
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	5152.8
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	5152.2
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	5144.2
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	5139.4
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	5134.2
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	5130.0
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	5125.3
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	5112.5
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	5109.9
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	5103.6
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	5098.8
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	5091.4
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	5082.7
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	5071.6
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	5044.7
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	5039.6
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	5020.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	5014.6
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	4994.8
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	4983.6
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	4966.8
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	4960.4
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	4956.0
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	4955.5
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	4920.7
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	4919.5
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	4910.4
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	4904.0
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	4888.4
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	4876.9
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	4875.2
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	4870.6
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	4855.4
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	4849.1
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	4823.6
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	4793.4
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	4791.7
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	4787.4
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	4777.8
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	4763.5
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	4756.1
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	4753.0
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	4749.2
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	4747.3
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	4710.5
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	4698.5
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	4693.9
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	4677.1
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	4674.1
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	4673.8
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	4665.6
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	4652.9
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	4637.4
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	4610.8
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	4606.6
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	4597.1
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	4577.1
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	4547.9
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	4538.4
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	4535.2
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	4532.3
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	4513.3
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	4501.0
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	4499.6
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	4489.7
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	4481.0
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	4464.1
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	4452.7
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	4430.5
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	4400.6
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	4394.3
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	4367.3
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	4359.7
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	4359.6
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	4346.8
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	4339.9
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	4302.4
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	4277.4
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	4273.1
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	4270.1
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	4264.6
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	4257.9
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	4241.0
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	4222.9
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	4210.5
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	4191.4
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	4185.1
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	4162.9
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	4145.9
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	4142.0
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	4134.9
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	4133.2
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	4125.8
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	4087.0
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	4079.9
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	4077.3
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	4069.9
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	4069.6
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	4068.9
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	4055.9
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	4053.8
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	4042.9
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	4041.7
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	4033.5
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	4021.6
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	4017.7
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	4008.5
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	4006.7
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	4006.4
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	3997.0
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	3988.9
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	3987.2
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	3976.7
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	3973.7
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	3962.7
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	3953.3
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	3943.3
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	3938.4
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	3934.7
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	3932.2
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	3927.6
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	3926.1
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	3922.4
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	3916.3
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	3915.3
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	3906.4
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	3905.4
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	3895.1
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	3886.4
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	3878.0
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	3876.4
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	3874.8
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	3862.3
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	3860.4
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	3858.8
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	3842.0
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	3822.5
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	3820.4
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	3798.2
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	3778.7
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	3778.3
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	3774.6
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	3774.2
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	3769.2
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	3744.6
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	3743.0
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	3715.6
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	3703.7
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	3702.0
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	3701.0
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	3700.0
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	3690.2
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	3689.9
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	3686.2
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	3676.5
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	3662.2
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	3660.9
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	3659.2
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	3656.6
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	3655.3
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	3624.1
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	3616.4
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	3607.9
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	3597.3
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	3591.9
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	3591.9
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	3584.6
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	3583.8
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	3583.4
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	3577.7
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	3573.0
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	3567.2
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	3566.1
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	3564.6
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	3563.5
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	3523.0
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	3520.6
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	3514.4
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	3507.1
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	3495.3
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	3478.8
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	3478.0
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	3476.4
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	3470.2
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	3457.0
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	3446.6
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	3422.3
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	3381.5
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	3380.2
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	3368.7
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	3357.7
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	3349.2
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	3341.0
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	3329.2
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	3328.1
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	3327.9
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	3296.5
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	3295.7
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	3294.5
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	3288.7
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	3275.6
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	3264.8
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	3242.4
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	3224.9
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	3214.4
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	3204.8
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	3203.1
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	3197.3
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	3194.3
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	3193.6
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	3175.2
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	3170.9
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	3135.5
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	3119.6
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	3116.8
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	3116.7
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	3112.3
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	3102.9
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	3095.1
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	3080.0
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	3079.8
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	3076.8
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	3070.6
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	3068.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	3064.5
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	3063.2
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	3062.3
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	3062.1
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	3048.7
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	3039.5
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	3030.6
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	3021.9
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	3018.8
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	3015.6
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	3011.1
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	3004.2
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	2996.7
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	2990.5
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	2977.2
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	2965.7
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	2940.0
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	2930.9
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	2929.9
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	2928.4
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	2922.8
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	2914.2
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	2911.7
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	2898.9
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	2895.8
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	2886.2
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	2871.0
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	2840.0
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	2832.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	2829.9
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	2828.6
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	2815.8
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	2813.3
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	2802.9
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	2787.2
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	2784.6
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	2778.5
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	2760.4
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	2759.0
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	2734.6
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	2698.1
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	2688.5
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	2680.8
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	2678.4
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	2672.1
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	2648.0
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	2628.5
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	2622.8
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	2585.8
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	2577.0
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	2552.5
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	2546.6
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	2539.1
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	2534.5
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	2525.0
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	2512.0
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	2488.2
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	2473.6
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	2467.5
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	2465.5
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	2458.0
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	2457.8
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	2456.0
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	2428.7
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	2419.1
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	2416.6
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	2409.1
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	2362.5
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	2351.7
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	2347.8
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	2347.8
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	2335.5
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	2330.4
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	2319.6
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	2313.8
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	2279.0
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	2269.8
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	2267.4
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	2267.3
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	2260.0
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	2259.4
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	2258.4
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	2208.5
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	2207.8
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	2201.0
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	2186.0
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	2175.6
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	2175.2
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	2159.3
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	2143.0
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	2141.8
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	2137.7
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	2135.4
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	2129.0
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	2128.3
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	2109.2
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	2082.5
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	2073.3
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	2054.0
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	2051.1
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	2048.6
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	2046.5
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	2022.9
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	2022.8
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	2019.5
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	2016.6
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	2013.3
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	1983.2
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	1958.7
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	1944.1
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	1911.6
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	1893.7
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	1890.7
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	1886.3
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	1884.7
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	1863.6
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	1837.2
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	1822.2
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	1808.1
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	1788.4
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	1779.8
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	1766.2
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	1765.6
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	1764.9
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	1753.5
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	1753.3
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	1748.7
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	1680.1
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	1678.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	1625.2
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	1597.1
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	1559.0
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	1550.1
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	1548.4
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	1542.2
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	1537.9
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	1500.9
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	1499.2
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1467.8
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	1460.1
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	1459.3
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	1414.5
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	1411.2
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	1402.5
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	1395.9
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	1390.1
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	1360.4
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	1349.2
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	1333.9
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	1262.3
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	1259.7
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	1207.3
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	1180.2
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	1043.0
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	1006.4
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	968.1
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	944.0
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	800.9
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	778.6
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	738.5
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	697.4
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	602.0
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	596.1
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	588.3
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	166.1
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	137.2
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	56.8
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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 HPA068400	Antibody CAB032215
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