Expression of TGFBI 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

TGFBI is prognostic, high expression is unfavorable in renal cancer

Stage:

Survival analysis

Current cut offⁱ:
Best expression cut offⁱ: 99.37
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

139.6

Number of samples

877

Samples

Sample	Description	FPKM
TCGA-EU-5905-01A	67 years, female, white, stage:i, alive, 119 days	2998.5
TCGA-BP-4787-01A	59 years, female, white, stage:iv, dead, 480 days	2736.2
TCGA-B0-4836-01A	61 years, male, white, stage:iv, dead, 1238 days	2704.6
TCGA-CW-5588-01A	78 years, female, white, stage:i, alive, 2017 days	2509.2
TCGA-A3-3316-01A	57 years, male, white, stage:ii, alive, 1493 days	2446.6
TCGA-B0-5108-01A	54 years, male, white, stage:iii, alive, 1782 days	2362.3
TCGA-CZ-5468-01A	84 years, male, white, stage:iv, dead, 59 days	2069.9
TCGA-B8-5158-01A	56 years, male, white, stage:iii, alive, 1218 days	2040.6
TCGA-CJ-4871-01A	63 years, male, white, stage:iv, alive, 2423 days	2023.7
TCGA-BP-4763-01A	79 years, female, white, stage:i, dead, 1270 days	1826.6
TCGA-A3-3346-01A	68 years, male, white, stage:i, dead, 137 days	1785.8
TCGA-B8-5163-01A	63 years, female, white, stage:iii, alive, 822 days	1647.7
TCGA-AK-3445-01A	69 years, male, white, stage:iii, alive, 2392 days	1573.4
TCGA-B0-4844-01A	60 years, male, white, stage:iv, dead, 313 days	1500.1
TCGA-CZ-5456-01A	57 years, male, white, stage:ii, alive, 2422 days	1485.9
TCGA-B0-5706-01A	45 years, male, white, stage:ii, alive, 3205 days	1419.1
TCGA-CZ-5984-01A	51 years, male, white, stage:i, alive, 2067 days	1416.6
TCGA-BP-4960-01A	46 years, male, white, stage:ii, alive, 2172 days	1252.0
TCGA-B2-5641-01A	79 years, male, white, stage:i, alive, 656 days	1252.0
TCGA-BP-5175-01A	60 years, male, white, stage:i, alive, 932 days	1168.9
TCGA-B0-4712-01A	76 years, male, white, stage:iv, dead, 1337 days	1137.0
TCGA-B0-5094-01A	62 years, male, white, stage:iv, dead, 333 days	1124.7
TCGA-BP-4986-01A	75 years, male, white, stage:i, alive, 785 days	1124.2
TCGA-BP-4799-01A	70 years, male, white, stage:iii, dead, 1133 days	1102.4
TCGA-BP-4343-01A	64 years, male, white, stage:iii, dead, 1912 days	1098.3
TCGA-AK-3436-01A	40 years, male, white, stage:iv, alive, 3331 days	1079.9
TCGA-DV-5568-01A	26 years, male, white, stage:i, alive, 370 days	1079.1
TCGA-BP-5170-01A	55 years, male, white, stage:i, alive, 2412 days	1073.8
TCGA-CZ-4854-01A	68 years, male, white, stage:i, dead, 1404 days	1062.9
TCGA-B0-5095-01A	81 years, male, white, stage:iii, dead, 245 days	987.8
TCGA-BP-4326-01A	53 years, female, white, stage:i, dead, 1625 days	934.9
TCGA-CZ-5988-01A	38 years, male, white, stage:i, alive, 693 days	933.0
TCGA-BP-4353-01A	61 years, male, white, stage:i, dead, 375 days	876.9
TCGA-CJ-5676-01A	47 years, male, white, stage:iii, alive, 4067 days	864.2
TCGA-B0-4703-01A	51 years, male, white, stage:iv, dead, 182 days	859.6
TCGA-BP-4967-01A	76 years, male, white, stage:iii, alive, 205 days	856.0
TCGA-BP-5189-01A	60 years, male, white, stage:i, dead, 822 days	831.1
TCGA-BP-5196-01A	54 years, male, white, stage:i, alive, 1018 days	828.6
TCGA-BP-5009-01A	52 years, male, white, stage:i, dead, 1092 days	783.0
TCGA-DV-5574-01A	37 years, male, white, stage:i, alive, 2016 days	763.1
TCGA-CJ-4868-01A	42 years, male, white, stage:iv, dead, 646 days	760.7
TCGA-CZ-4865-01A	70 years, female, white, stage:i, dead, 166 days	752.9
TCGA-B0-5116-01A	53 years, male, white, stage:iii, alive, 1274 days	743.1
TCGA-B0-4822-01A	78 years, male, white, stage:ii, dead, 1111 days	724.0
TCGA-A3-3323-01A	53 years, male, white, stage:i, alive, 1106 days	716.5
TCGA-CJ-4635-01A	48 years, male, white, stage:i, alive, 1416 days	695.7
TCGA-B0-4700-01A	60 years, male, white, stage:iv, dead, 1980 days	675.2
TCGA-BP-4345-01A	62 years, male, white, stage:iii, alive, 1516 days	671.2
TCGA-B0-5081-01A	80 years, female, white, stage:iii, dead, 362 days	657.2
TCGA-BP-5178-01A	71 years, male, white, stage:iv, dead, 1912 days	654.2
TCGA-A3-3347-01A	76 years, female, white, stage:iii, dead, 1610 days	648.9
TCGA-AK-3454-01A	84 years, male, white, stage:i, alive, 874 days	625.9
TCGA-B8-4620-01A	70 years, female, white, stage:iii, alive, 777 days	613.1
TCGA-CJ-4912-01A	61 years, male, white, stage:ii, alive, 1657 days	590.7
TCGA-B2-5633-01B	56 years, male, white, stage:i, alive, 963 days	547.7
TCGA-BP-5169-01A	70 years, male, white, stage:i, alive, 193 days	524.7
TCGA-CZ-5987-01A	60 years, male, white, stage:iv, dead, 445 days	504.7
TCGA-CJ-6028-01A	58 years, male, white, stage:iv, dead, 1625 days	503.2
TCGA-B0-4821-01A	68 years, female, asian, stage:iii, dead, 1230 days	499.0
TCGA-BP-5195-01A	75 years, male, white, stage:i, alive, 749 days	498.7
TCGA-A3-3308-01A	77 years, female, white, stage:iii, alive, 16 days	493.2
TCGA-BP-4803-01A	79 years, male, white, stage:iii, alive, 204 days	493.0
TCGA-BP-4964-01A	55 years, female, white, stage:i, alive, 1862 days	491.7
TCGA-A3-3319-01A	70 years, male, white, stage:i, alive, 1130 days	490.3
TCGA-B0-4810-01A	47 years, male, white, stage:iii, dead, 478 days	484.6
TCGA-CJ-6027-01A	77 years, male, white, stage:i, dead, 3615 days	483.5
TCGA-B0-4839-01A	80 years, female, white, stage:i, dead, 1639 days	479.8
TCGA-B0-4848-01A	54 years, male, white, stage:iii, dead, 883 days	465.4
TCGA-CJ-4918-01A	64 years, male, white, stage:iv, dead, 93 days	464.6
TCGA-BP-4169-01A	76 years, female, white, stage:ii, dead, 701 days	463.3
TCGA-A3-3372-01A	64 years, male, white, stage:iii, alive, 735 days	462.3
TCGA-B8-A54F-01A	49 years, female, black or african american, stage:i, alive, 519 days	461.9
TCGA-CJ-5671-01A	51 years, male, white, stage:i, alive, 3987 days	460.3
TCGA-B8-A54I-01A	48 years, male, black or african american, stage:i, alive, 150 days	439.4
TCGA-BP-4167-01A	60 years, male, white, stage:iii, alive, 2718 days	439.2
TCGA-BP-5187-01A	54 years, male, white, stage:i, alive, 406 days	437.2
TCGA-BP-5198-01A	72 years, male, white, stage:iii, alive, 603 days	436.0
TCGA-B0-4690-01A	65 years, male, white, stage:iv, dead, 43 days	425.2
TCGA-CZ-5464-01A	69 years, male, white, stage:iv, alive, 2128 days	419.3
TCGA-A4-7828-01A	74 years, female, black or african american, stage:i, alive, 238 days	417.3
TCGA-CW-6090-01A	68 years, male, white, stage:i, alive, 2552 days	411.7
TCGA-B8-5545-01A	42 years, male, black or african american, stage:i, alive, 1525 days	402.5
TCGA-A3-3382-01A	69 years, male, white, stage:i, alive, 574 days	402.3
TCGA-CJ-4901-01A	47 years, male, white, stage:iii, alive, 1450 days	400.9
TCGA-BP-4998-01A	49 years, male, asian, stage:i, alive, 932 days	392.3
TCGA-CJ-6033-01A	54 years, female, white, stage:iv, dead, 224 days	389.6
TCGA-CW-5590-01A	51 years, male, white, stage:iv, dead, 1075 days	371.0
TCGA-B8-5549-01A	53 years, male, white, stage:i, alive, 194 days	364.8
TCGA-B0-5120-01A	72 years, female, white, stage:i, alive, 1169 days	361.9
TCGA-CJ-6031-01A	54 years, male, white, stage:i, alive, 1906 days	350.5
TCGA-B0-5701-01A	65 years, male, white, stage:iii, alive, 2461 days	349.8
TCGA-BP-5180-01A	53 years, male, white, stage:i, alive, 2263 days	335.6
TCGA-BP-4761-01A	57 years, male, white, stage:iii, alive, 182 days	335.3
TCGA-CZ-4862-01A	46 years, male, white, stage:i, alive, 3271 days	327.3
TCGA-BP-5000-01A	40 years, male, white, stage:i, alive, 563 days	321.8
TCGA-BP-4983-01A	67 years, female, asian, stage:iii, alive, 1413 days	317.0
TCGA-B0-4697-01A	46 years, female, white, stage:iv, dead, 578 days	315.4
TCGA-B0-4699-01A	74 years, male, white, stage:iv, dead, 110 days	313.7
TCGA-B0-5402-01A	64 years, male, white, stage:iv, alive, 1290 days	310.9
TCGA-CJ-5679-01A	73 years, male, white, stage:iii, dead, 679 days	309.6
TCGA-BP-4977-01A	57 years, male, white, stage:i, alive, 454 days	307.4
TCGA-B0-5400-01A	59 years, female, white, stage:iii, alive, 1733 days	306.5
TCGA-BP-4798-01A	74 years, male, white, dead, 334 days	300.5
TCGA-CJ-4890-01A	72 years, male, white, stage:iv, alive, 3519 days	299.6
TCGA-CZ-4858-01A	39 years, male, white, stage:ii, dead, 2105 days	299.3
TCGA-B0-5080-01A	63 years, male, white, stage:iv, dead, 342 days	294.5
TCGA-B0-4696-01A	58 years, male, white, stage:iii, dead, 866 days	290.9
TCGA-CJ-5677-01A	54 years, female, white, stage:iv, dead, 782 days	288.2
TCGA-MM-A564-01A	68 years, male, black or african american, stage:ii, alive, 607 days	287.9
TCGA-BP-5010-01A	63 years, male, white, stage:iii, dead, 878 days	286.8
TCGA-CJ-4902-01A	61 years, male, white, stage:iii, alive, 1520 days	286.3
TCGA-AK-3426-01A	37 years, male, white, stage:iii, dead, 885 days	284.9
TCGA-B0-5097-01A	59 years, female, white, stage:iii, alive, 665 days	284.4
TCGA-BP-4961-01A	47 years, male, white, stage:i, alive, 1935 days	281.2
TCGA-CJ-4881-01A	41 years, male, white, stage:iii, alive, 2014 days	280.7
TCGA-BP-5199-01A	58 years, male, white, stage:ii, alive, 1355 days	280.0
TCGA-CJ-6030-01A	66 years, male, white, stage:i, dead, 2299 days	279.4
TCGA-B0-4691-01A	55 years, male, white, stage:iv, dead, 139 days	274.5
TCGA-B0-5694-01A	71 years, male, white, stage:iii, dead, 480 days	268.3
TCGA-BP-4176-01A	64 years, male, white, stage:i, alive, 1955 days	267.9
TCGA-CJ-4872-01A	51 years, male, white, stage:i, alive, 326 days	267.5
TCGA-B0-4823-01A	88 years, male, white, stage:i, dead, 454 days	266.7
TCGA-B4-5836-01A	61 years, female, white, stage:i, alive, 141 days	260.5
TCGA-EU-5907-01A	81 years, male, white, stage:iii, alive, 127 days	260.4
TCGA-B8-4622-01A	57 years, male, white, stage:iv, alive, 1525 days	260.3
TCGA-CJ-4920-01A	64 years, female, white, stage:i, dead, 139 days	257.4
TCGA-BP-4781-01A	78 years, male, white, stage:i, alive, 2080 days	256.4
TCGA-B0-5100-01A	72 years, male, black or african american, stage:iii, dead, 1913 days	254.7
TCGA-B4-5832-01A	65 years, male, white, stage:iii, alive, 155 days	254.6
TCGA-AK-3425-01A	68 years, male, white, stage:i, alive, 3343 days	229.4
TCGA-BP-4963-01A	64 years, male, white, stage:i, alive, 1834 days	228.0
TCGA-BP-4161-01A	74 years, male, white, stage:i, alive, 2746 days	224.9
TCGA-A3-3351-01A	42 years, male, white, stage:ii, alive, 910 days	216.7
TCGA-CJ-4886-01A	43 years, female, white, stage:i, alive, 1952 days	213.8
TCGA-AK-3431-01A	62 years, female, white, stage:ii, dead, 2241 days	212.5
TCGA-A3-3311-01A	58 years, male, stage:i, dead, 1191 days	209.3
TCGA-CZ-4860-01A	60 years, male, white, stage:iv, dead, 206 days	208.9
TCGA-KO-8404-01A	78 years, male, white, stage:iv, dead, 325 days	208.8
TCGA-BP-5191-01A	80 years, male, white, stage:iii, alive, 967 days	207.9
TCGA-CJ-4637-01A	52 years, female, white, stage:iv, dead, 2227 days	201.3
TCGA-CZ-5459-01A	63 years, male, white, stage:iii, alive, 1683 days	199.0
TCGA-CJ-4891-01A	57 years, female, white, stage:iii, dead, 819 days	197.4
TCGA-DV-5565-01A	59 years, male, white, stage:i, alive, 1329 days	194.3
TCGA-BP-5007-01A	46 years, male, white, stage:ii, alive, 1140 days	190.6
TCGA-BP-4784-01A	67 years, female, white, stage:i, alive, 1854 days	188.8
TCGA-BP-4970-01A	44 years, male, asian, stage:iii, alive, 433 days	186.8
TCGA-DV-5567-01A	40 years, female, black or african american, stage:i, alive, 2004 days	182.0
TCGA-B0-4837-01A	63 years, male, white, stage:i, dead, 1378 days	177.9
TCGA-BP-4327-01A	75 years, female, white, stage:ii, dead, 109 days	173.0
TCGA-BP-4795-01A	74 years, female, white, stage:i, alive, 620 days	171.0
TCGA-A3-3335-01A	41 years, male, white, stage:ii, alive, 1886 days	169.4
TCGA-BP-4760-01A	69 years, male, black or african american, stage:i, alive, 2361 days	168.4
TCGA-B0-4694-01A	72 years, male, white, stage:iii, dead, 106 days	164.8
TCGA-DV-5576-01A	55 years, female, black or african american, stage:i, dead, 727 days	162.1
TCGA-BP-4354-01A	41 years, male, white, stage:iv, dead, 1034 days	161.5
TCGA-BP-4351-01A	51 years, female, white, stage:iii, alive, 970 days	161.2
TCGA-A3-3358-01A	57 years, female, white, stage:i, alive, 1307 days	157.9
TCGA-CZ-5461-01A	52 years, male, white, stage:iv, dead, 330 days	156.6
TCGA-BP-4804-01A	59 years, male, white, stage:i, alive, 1459 days	156.5
TCGA-BP-4807-01A	42 years, male, white, stage:i, alive, 211 days	156.4
TCGA-B0-5096-01A	72 years, female, white, stage:iii, dead, 68 days	156.3
TCGA-BP-4974-01A	58 years, male, white, stage:iv, dead, 211 days	155.4
TCGA-B0-5077-01A	77 years, male, white, stage:i, dead, 1317 days	154.1
TCGA-B0-4688-01A	46 years, male, white, stage:iv, dead, 101 days	152.8
TCGA-B0-5106-01A	64 years, male, white, stage:i, dead, 1598 days	151.3
TCGA-BP-4790-01A	76 years, male, white, stage:i, dead, 1111 days	150.8
TCGA-A3-A6NL-01A	49 years, female, black or african american, stage:i, alive, 689 days	150.7
TCGA-B8-5162-01A	63 years, male, white, stage:ii, alive, 36 days	150.6
TCGA-B2-5635-01A	74 years, male, white, stage:i, alive, 755 days	149.7
TCGA-BP-4797-01A	34 years, male, white, stage:iii, alive, 1107 days	146.9
TCGA-B0-4817-01A	81 years, male, white, stage:iii, dead, 1019 days	146.0
TCGA-CJ-4908-01A	38 years, male, white, stage:i, alive, 1531 days	145.9
TCGA-CJ-5689-01A	90 years, male, white, stage:i, dead, 1620 days	145.0
TCGA-BP-4332-01A	36 years, male, white, stage:iii, alive, 1133 days	142.4
TCGA-DV-5566-01A	67 years, female, white, stage:i, alive, 1398 days	141.2
TCGA-5P-A9JV-01A	49 years, male, white, alive, 2043 days	140.0
TCGA-BP-4968-01A	40 years, male, white, stage:i, alive, 1746 days	137.4
TCGA-CJ-4641-01A	55 years, female, white, stage:iv, dead, 1661 days	134.4
TCGA-2Z-A9JJ-01A	69 years, female, white, stage:i, alive, 1213 days	131.9
TCGA-BP-4762-01A	42 years, male, white, stage:i, dead, 1343 days	129.9
TCGA-CZ-4857-01A	56 years, male, white, stage:iv, dead, 1432 days	129.2
TCGA-KN-8427-01A	54 years, male, white, stage:iv, alive, 30 days	128.6
TCGA-BP-4338-01A	43 years, male, white, stage:i, alive, 2859 days	126.5
TCGA-B0-4707-01A	63 years, male, white, stage:iii, dead, 600 days	125.9
TCGA-BP-4166-01A	69 years, male, white, stage:iii, alive, 13 days	125.8
TCGA-B8-A8YJ-01A	60 years, female, black or african american, stage:i, alive, 431 days	123.2
TCGA-A3-3349-01A	34 years, female, white, stage:i, alive, 1385 days	122.4
TCGA-CJ-5686-01A	59 years, female, white, stage:i, alive, 2038 days	122.1
TCGA-CW-5580-01A	73 years, female, white, stage:iv, dead, 1964 days	118.3
TCGA-CJ-5672-01A	84 years, male, white, stage:i, dead, 2190 days	118.2
TCGA-BP-4973-01A	47 years, male, white, stage:iii, alive, 1384 days	116.8
TCGA-BP-4770-01A	73 years, female, white, stage:iv, dead, 329 days	115.6
TCGA-BP-4170-01A	72 years, female, white, stage:i, dead, 2343 days	113.5
TCGA-B0-4819-01A	60 years, female, white, stage:iv, dead, 183 days	112.2
TCGA-CZ-5467-01A	86 years, female, white, stage:iii, dead, 73 days	110.9
TCGA-B0-5092-01A	53 years, female, white, stage:iv, dead, 459 days	110.3
TCGA-CZ-5460-01A	55 years, male, white, stage:iv, alive, 2873 days	110.2
TCGA-B0-5710-01A	57 years, male, white, stage:i, alive, 2430 days	108.2
TCGA-CJ-5678-01A	62 years, male, black or african american, stage:iv, dead, 574 days	105.4
TCGA-BP-4782-01A	55 years, female, white, stage:i, alive, 354 days	103.9
TCGA-CJ-4895-01A	62 years, male, white, stage:iv, dead, 1200 days	100.3
TCGA-B4-5378-01A	62 years, male, white, stage:i, alive, 175 days	98.4
TCGA-CW-5589-01A	52 years, male, white, stage:i, alive, 2378 days	98.0
TCGA-BP-5182-01A	56 years, male, white, stage:i, alive, 1165 days	94.7
TCGA-B8-A54K-01A	61 years, male, black or african american, stage:i, alive, 469 days	94.4
TCGA-A3-3387-01A	49 years, male, white, stage:i, alive, 617 days	91.2
TCGA-MM-A563-01A	41 years, male, black or african american, alive, 591 days	91.2
TCGA-CJ-4869-01A	49 years, male, white, stage:iii, alive, 2554 days	90.4
TCGA-MM-A84U-01A	58 years, female, black or african american, stage:i, alive, 700 days	90.2
TCGA-DV-5575-01A	52 years, female, white, stage:i, alive, 1729 days	90.0
TCGA-B1-A656-01A	64 years, male, white, stage:i, alive, 618 days	89.9
TCGA-BP-4771-01A	62 years, male, white, stage:iv, dead, 162 days	89.7
TCGA-B8-5551-01A	65 years, female, black or african american, stage:i, alive, 16 days	89.6
TCGA-A3-A6NN-01A	78 years, male, black or african american, stage:i, alive, 3 days	89.2
TCGA-CZ-5982-01A	59 years, female, white, stage:i, alive, 2439 days	89.1
TCGA-DV-5569-01A	29 years, female, white, stage:i, alive, 355 days	88.7
TCGA-BP-4177-01A	65 years, male, white, stage:i, alive, 1670 days	88.0
TCGA-B0-4816-01A	49 years, male, white, stage:ii, dead, 1371 days	87.3
TCGA-B2-5639-01A	46 years, male, white, stage:iv, dead, 1003 days	87.1
TCGA-BP-4982-01A	42 years, male, white, stage:i, alive, 1014 days	86.9
TCGA-2Z-A9J9-01A	77 years, male, black or african american, stage:i, alive, 2294 days	86.3
TCGA-B0-4713-01A	76 years, female, white, stage:iii, dead, 202 days	82.7
TCGA-BP-4972-01A	43 years, female, white, stage:iii, alive, 1502 days	82.2
TCGA-CZ-5469-01A	41 years, male, white, stage:ii, dead, 946 days	81.6
TCGA-DV-A4VZ-01A	53 years, male, black or african american, stage:i, alive, 365 days	80.4
TCGA-CJ-4903-01A	50 years, male, white, stage:i, alive, 1559 days	80.0
TCGA-CJ-4873-01A	85 years, female, white, stage:iii, alive, 2259 days	78.5
TCGA-B2-5636-01A	79 years, male, white, stage:i, alive, 919 days	78.3
TCGA-BP-4769-01A	63 years, male, white, stage:i, alive, 1876 days	77.8
TCGA-B9-5156-01A	51 years, male, white, alive, 1338 days	77.1
TCGA-BP-4347-01A	74 years, male, white, stage:iii, alive, 1367 days	76.8
TCGA-B2-4101-01A	52 years, male, white, stage:ii, alive, 648 days	76.6
TCGA-BQ-7049-01A	45 years, female, white, stage:i, dead, 1364 days	76.2
TCGA-CJ-4634-01A	60 years, female, white, stage:i, alive, 3498 days	76.0
TCGA-B3-8121-01A	48 years, female, black or african american, stage:i, alive, 379 days	75.4
TCGA-A3-3329-01A	75 years, male, white, stage:i, alive, 1624 days	75.4
TCGA-B0-5109-01A	69 years, male, white, stage:iii, dead, 587 days	74.8
TCGA-B8-5550-01A	71 years, male, white, stage:iii, alive, 1476 days	73.8
TCGA-B0-5113-01A	69 years, female, white, stage:iii, alive, 1175 days	73.6
TCGA-A3-A6NI-01A	47 years, male, black or african american, stage:i, alive, 1018 days	72.3
TCGA-BQ-5877-01A	60 years, male, black or african american, stage:iv, dead, 270 days	72.2
TCGA-CZ-5454-01A	63 years, male, white, stage:iv, dead, 722 days	71.7
TCGA-CZ-5466-01A	67 years, male, stage:iii, alive, 685 days	71.7
TCGA-BP-4971-01A	40 years, male, white, stage:iii, alive, 1487 days	71.5
TCGA-BQ-5891-01A	57 years, female, white, stage:iii, alive, 29 days	70.9
TCGA-A3-3378-01A	60 years, male, white, stage:i, alive, 630 days	70.6
TCGA-CZ-5452-01A	69 years, male, white, stage:ii, alive, 1789 days	70.5
TCGA-CJ-5682-01A	60 years, male, white, stage:iv, alive, 3736 days	70.4
TCGA-B0-4814-01A	58 years, male, white, stage:iv, dead, 168 days	69.8
TCGA-B0-5812-01A	53 years, male, white, stage:i, alive, 3834 days	68.1
TCGA-BP-4174-01A	49 years, male, white, stage:ii, alive, 1879 days	67.9
TCGA-AS-3778-01A	35 years, male, white, stage:i, alive, 43 days	67.3
TCGA-HE-A5NK-01A	82 years, male, alive, 2228 days	66.6
TCGA-B0-4698-01A	75 years, male, white, stage:iv, dead, 42 days	65.5
TCGA-CJ-4907-01A	58 years, male, white, stage:iii, alive, 1499 days	65.3
TCGA-G6-A8L7-01A	81 years, female, black or african american, stage:i, alive, 2133 days	64.9
TCGA-G7-6789-01A	53 years, female, white, stage:iv, dead, 122 days	63.8
TCGA-CZ-5462-01A	83 years, male, white, stage:iv, dead, 311 days	63.7
TCGA-AK-3434-01A	72 years, male, white, stage:i, alive, 2087 days	63.3
TCGA-A3-3357-01A	62 years, male, white, stage:ii, alive, 2688 days	62.9
TCGA-UZ-A9PS-01A	62 years, female, black or african american, stage:ii, alive, 2167 days	62.3
TCGA-BP-4981-01A	75 years, female, white, stage:iii, dead, 1097 days	61.9
TCGA-5P-A9JU-01A	81 years, male, white, stage:iii, alive, 373 days	61.7
TCGA-B0-5702-01A	71 years, male, white, stage:i, alive, 2172 days	60.7
TCGA-BP-4801-01A	57 years, male, white, stage:i, alive, 1124 days	60.3
TCGA-CZ-4861-01A	63 years, male, white, stage:ii, dead, 446 days	60.1
TCGA-CJ-4640-01A	49 years, male, white, stage:iii, alive, 3480 days	59.8
TCGA-IA-A40Y-01A	60 years, female, white, stage:iii, alive, 62 days	59.7
TCGA-B0-5709-01A	62 years, female, white, stage:iii, alive, 3974 days	58.5
TCGA-CW-6097-01A	32 years, male, white, stage:iii, dead, 571 days	58.0
TCGA-BP-4173-01A	47 years, male, white, stage:ii, alive, 1893 days	58.0
TCGA-CZ-5985-01A	58 years, male, white, stage:ii, alive, 1997 days	57.1
TCGA-CJ-4900-01A	69 years, female, white, stage:iv, dead, 1714 days	56.3
TCGA-BP-4965-01A	46 years, male, white, stage:i, alive, 1871 days	56.2
TCGA-CJ-4889-01A	63 years, female, white, stage:i, alive, 1946 days	56.1
TCGA-CJ-4899-01A	42 years, male, asian, stage:i, alive, 1528 days	55.9
TCGA-B2-4099-01A	83 years, male, white, stage:i, alive, 972 days	55.3
TCGA-CJ-4904-01A	60 years, female, white, stage:iv, alive, 3302 days	55.2
TCGA-CJ-4636-01A	51 years, male, white, stage:iii, alive, 1924 days	55.2
TCGA-CJ-4643-01A	67 years, female, white, stage:ii, alive, 1793 days	55.0
TCGA-BP-5183-01A	57 years, male, white, stage:iii, alive, 1291 days	54.9
TCGA-B9-4115-01A	53 years, male, black or african american, stage:i, alive, 803 days	54.5
TCGA-B0-5088-01A	53 years, male, white, stage:i, dead, 563 days	54.4
TCGA-B0-4843-01A	57 years, male, white, stage:iii, dead, 320 days	54.3
TCGA-CJ-4916-01A	69 years, female, white, stage:iii, alive, 1373 days	54.2
TCGA-CW-6087-01A	61 years, male, white, stage:iv, dead, 41 days	53.5
TCGA-P4-A5ED-01A	51 years, male, white, stage:i, alive, 2816 days	53.4
TCGA-B8-5552-01B	41 years, female, white, stage:i, alive, 1046 days	53.0
TCGA-BP-4989-01A	58 years, male, white, stage:iii, alive, 118 days	51.9
TCGA-CJ-4897-01A	79 years, female, white, stage:iii, alive, 3341 days	50.9
TCGA-B8-5159-01A	61 years, female, white, stage:i, alive, 722 days	50.7
TCGA-A3-3322-01A	51 years, male, white, stage:i, alive, 1478 days	50.3
TCGA-CJ-4887-01A	48 years, male, white, stage:iv, dead, 932 days	49.9
TCGA-B0-4842-01A	74 years, female, white, stage:iii, dead, 1724 days	49.7
TCGA-BP-4991-01A	54 years, male, white, stage:i, alive, 1413 days	49.5
TCGA-B4-5838-01A	52 years, male, white, alive, 166 days	49.1
TCGA-UZ-A9PN-01A	54 years, male, white, stage:iii, dead, 1136 days	48.7
TCGA-B0-4813-01A	68 years, male, white, stage:iii, dead, 18 days	48.6
TCGA-A3-3324-01A	51 years, male, white, stage:i, alive, 1186 days	48.5
TCGA-BP-4768-01A	72 years, female, white, stage:i, alive, 400 days	48.2
TCGA-B0-4833-01A	82 years, female, white, stage:i, dead, 2386 days	48.0
TCGA-B8-5165-01A	43 years, male, white, stage:i, alive, 737 days	47.6
TCGA-BP-4985-01A	72 years, male, white, stage:iii, dead, 952 days	47.0
TCGA-BP-5201-01A	63 years, male, white, stage:iv, alive, 951 days	46.9
TCGA-B8-5553-01A	67 years, female, white, stage:i, alive, 435 days	46.6
TCGA-A3-3367-01A	72 years, male, white, stage:i, alive, 2270 days	46.6
TCGA-B0-5695-01A	61 years, female, white, stage:i, alive, 2150 days	46.5
TCGA-A4-7996-01A	61 years, female, white, stage:i, alive, 506 days	45.7
TCGA-EV-5902-01A	58 years, male, white, stage:i, alive, 578 days	45.5
TCGA-CJ-5675-01A	70 years, male, white, stage:ii, alive, 3936 days	45.5
TCGA-B9-4117-01A	48 years, female, black or african american, alive, 14 days	45.4
TCGA-4A-A93Y-01A	63 years, female, black or african american, stage:ii, alive, 352 days	44.5
TCGA-DW-7838-01A	66 years, male, white, stage:i, alive, 744 days	44.4
TCGA-A4-A5Y1-01A	75 years, male, white, stage:iii, dead, 395 days	44.3
TCGA-BP-4163-01A	60 years, female, white, stage:iii, alive, 2839 days	44.3
TCGA-BP-5200-01A	44 years, male, white, stage:ii, alive, 1063 days	44.2
TCGA-BP-4992-01A	66 years, male, white, stage:i, alive, 501 days	43.7
TCGA-CZ-5463-01A	76 years, male, white, stage:ii, alive, 662 days	43.2
TCGA-CW-5584-01A	74 years, male, white, stage:iii, dead, 164 days	42.5
TCGA-B0-5697-01A	50 years, male, white, stage:i, alive, 2630 days	42.3
TCGA-B0-4815-01A	65 years, male, white, stage:iii, dead, 1588 days	42.3
TCGA-A3-3374-01A	51 years, female, black or african american, stage:i, alive, 1314 days	42.2
TCGA-B8-5164-01A	65 years, male, white, stage:iii, alive, 26 days	42.1
TCGA-CJ-4884-01A	72 years, female, white, stage:iii, alive, 1759 days	41.9
TCGA-A3-3325-01A	52 years, male, white, stage:i, dead, 1170 days	41.6
TCGA-BP-5008-01A	46 years, male, white, stage:i, alive, 1071 days	41.5
TCGA-CJ-5684-01A	61 years, male, white, stage:iii, alive, 2231 days	41.4
TCGA-B0-5084-01A	33 years, male, white, stage:iv, dead, 222 days	41.2
TCGA-BQ-5887-01A	54 years, male, white, stage:iii, alive, 771 days	41.1
TCGA-A3-3331-01A	86 years, female, white, stage:i, alive, 1485 days	41.1
TCGA-CJ-4642-01B	47 years, male, white, stage:ii, alive, 3205 days	40.9
TCGA-CZ-5470-01A	72 years, female, stage:ii, alive, 386 days	40.3
TCGA-IA-A83T-01A	80 years, male, white, dead, 2684 days	40.1
TCGA-CZ-5458-01A	43 years, male, white, stage:iii, alive, 2789 days	40.0
TCGA-BP-4975-01A	40 years, male, white, stage:i, alive, 1433 days	39.9
TCGA-G7-7502-01A	83 years, male, white, stage:i, alive, 786 days	39.8
TCGA-CW-5581-01A	44 years, male, white, stage:i, alive, 2799 days	39.2
TCGA-A3-3383-01A	52 years, male, white, stage:i, alive, 861 days	38.9
TCGA-J7-6720-01A	42 years, male, asian, stage:i, alive, 388 days	38.7
TCGA-DV-A4VX-01A	59 years, male, black or african american, stage:iv, dead, 1626 days	38.6
TCGA-B0-5696-01A	70 years, male, white, stage:iii, alive, 2609 days	38.3
TCGA-KO-8405-01A	29 years, male, white, stage:iii, alive, 3056 days	38.3
TCGA-CZ-4863-01A	51 years, female, white, stage:iii, alive, 1928 days	38.3
TCGA-CJ-4888-01A	59 years, male, white, stage:iv, dead, 1567 days	38.3
TCGA-AK-3460-01A	58 years, male, white, stage:i, alive, 2508 days	37.9
TCGA-BP-5176-01A	78 years, female, white, stage:i, dead, 1590 days	37.9
TCGA-CJ-4882-01A	57 years, male, black or african american, stage:iii, alive, 1883 days	37.8
TCGA-BP-4337-01A	76 years, female, white, stage:iii, dead, 2 days	37.7
TCGA-CZ-5465-01A	76 years, female, stage:iii, dead, 2564 days	37.7
TCGA-B0-5098-01A	53 years, female, black or african american, stage:i, dead, 1584 days	37.7
TCGA-BP-5177-01A	46 years, female, white, stage:i, alive, 293 days	37.4
TCGA-CZ-4856-01A	62 years, female, white, stage:i, alive, 18 days	37.0
TCGA-B0-5705-01A	65 years, female, white, stage:i, alive, 4537 days	36.9
TCGA-B8-A54G-01A	50 years, male, black or african american, stage:i, alive, 53 days	36.9
TCGA-BP-4342-01A	79 years, male, white, stage:ii, dead, 2256 days	36.7
TCGA-Y8-A896-01A	62 years, male, white, stage:iii, alive, 567 days	36.5
TCGA-BP-4962-01A	58 years, male, white, stage:ii, alive, 1785 days	36.5
TCGA-UZ-A9PV-01A	65 years, male, white, stage:i, alive, 1444 days	36.3
TCGA-DZ-6132-01A	69 years, male, stage:i, alive, 2460 days	36.2
TCGA-BP-4777-01A	46 years, male, white, stage:i, alive, 1731 days	36.0
TCGA-B0-4706-01A	61 years, male, white, stage:iii, dead, 65 days	35.9
TCGA-BP-4959-01A	49 years, male, white, stage:i, alive, 2660 days	35.6
TCGA-BP-4329-01A	75 years, male, white, stage:iii, dead, 845 days	35.4
TCGA-2K-A9WE-01A	53 years, male, white, stage:ii, alive, 214 days	35.3
TCGA-B0-4701-01A	66 years, female, white, stage:iv, dead, 238 days	35.0
TCGA-P4-A5E7-01A	74 years, female, white, stage:i, alive, 2649 days	34.9
TCGA-B9-A8YH-01A	52 years, male, black or african american, stage:i, alive, 532 days	34.9
TCGA-BP-4162-01A	65 years, female, white, stage:i, alive, 3074 days	34.2
TCGA-G6-A8L6-01A	55 years, male, black or african american, stage:iv, dead, 313 days	34.2
TCGA-BP-4159-01A	70 years, male, white, stage:i, dead, 2601 days	34.1
TCGA-A3-3365-01A	46 years, male, white, stage:i, alive, 873 days	34.1
TCGA-BP-4344-01A	75 years, female, white, stage:i, alive, 1666 days	33.7
TCGA-B1-A47O-01A	54 years, female, white, stage:i, alive, 842 days	33.6
TCGA-BP-5004-01A	53 years, male, white, stage:i, alive, 1126 days	33.2
TCGA-B9-7268-01A	59 years, male, white, stage:ii, alive, 671 days	33.1
TCGA-AK-3429-01A	54 years, female, white, stage:ii, alive, 3328 days	33.0
TCGA-B0-5707-01A	39 years, female, white, stage:i, alive, 3744 days	32.9
TCGA-A3-3376-01A	51 years, male, black or african american, stage:i, dead, 1696 days	32.8
TCGA-B0-5104-01A	90 years, female, white, stage:i, dead, 2752 days	32.6
TCGA-BQ-7059-01A	71 years, male, white, stage:i, alive, 232 days	32.5
TCGA-GL-A9DD-01A	69 years, male, white, stage:i, alive, 341 days	32.4
TCGA-B0-5075-01A	77 years, female, white, stage:iii, dead, 637 days	32.3
TCGA-A4-A5DU-01A	45 years, female, white, stage:i, alive, 496 days	32.3
TCGA-DZ-6133-01A	66 years, female, white, stage:i, dead, 1557 days	32.1
TCGA-B8-A7U6-01A	54 years, female, black or african american, stage:i, alive, 495 days	32.0
TCGA-AL-3466-01A	41 years, male, white, stage:iv, dead, 293 days	31.8
TCGA-A3-3362-01A	60 years, female, white, stage:i, alive, 1559 days	31.8
TCGA-B8-4146-01B	41 years, female, white, stage:i, alive, 511 days	31.6
TCGA-GL-A9DC-01A	66 years, female, white, stage:i, alive, 392 days	31.3
TCGA-CZ-5989-01A	60 years, male, white, stage:ii, alive, 1905 days	31.1
TCGA-BP-4331-01A	52 years, male, white, stage:i, dead, 2454 days	30.9
TCGA-A3-3370-01A	48 years, female, white, stage:i, alive, 2274 days	30.8
TCGA-A3-3380-01A	54 years, male, stage:i, alive, 567 days	30.5
TCGA-2Z-A9JS-01A	74 years, male, white, stage:i, dead, 492 days	29.7
TCGA-SX-A71U-01A	57 years, male, white, stage:i, alive, 1357 days	29.7
TCGA-SX-A7SP-01A	66 years, female, white, stage:i, dead, 496 days	29.6
TCGA-DV-5573-01A	41 years, male, white, stage:i, alive, 1130 days	29.3
TCGA-Y8-A898-01A	69 years, male, white, stage:i, alive, 475 days	29.3
TCGA-5P-A9JY-01A	79 years, male, white, dead, 1508 days	29.3
TCGA-UZ-A9PM-01A	62 years, male, white, stage:ii, alive, 3811 days	29.1
TCGA-IA-A83V-01A	63 years, male, white, stage:i, dead, 2941 days	29.1
TCGA-BP-4164-01A	51 years, female, white, stage:iii, dead, 992 days	29.0
TCGA-AK-3428-01A	62 years, male, white, stage:iii, alive, 3728 days	28.9
TCGA-B1-A657-01A	54 years, male, white, stage:i, alive, 641 days	28.9
TCGA-BP-4160-01A	67 years, male, white, stage:iii, alive, 2881 days	28.9
TCGA-BP-4352-01A	74 years, female, white, stage:iv, dead, 344 days	28.7
TCGA-P4-AAVL-01A	85 years, male, white, stage:iii, dead, 487 days	28.6
TCGA-BQ-5892-01A	51 years, male, white, stage:i, alive, 364 days	28.4
TCGA-B4-5843-01A	45 years, male, white, stage:i, alive, 11 days	28.3
TCGA-B2-A4SR-01A	62 years, male, black or african american, stage:ii, alive, 507 days	28.2
TCGA-B0-5712-01A	68 years, female, black or african american, stage:iv, alive, 2722 days	28.0
TCGA-B0-4827-01A	77 years, female, white, stage:iii, dead, 885 days	28.0
TCGA-A3-3373-01A	54 years, female, white, stage:i, alive, 1621 days	27.8
TCGA-B4-5377-01A	68 years, female, white, stage:iv, alive, 365 days	27.7
TCGA-B3-4103-01A	56 years, male, white, stage:i, alive, 930 days	27.7
TCGA-B0-5691-01A	66 years, female, white, stage:i, alive, 3431 days	27.6
TCGA-B0-5115-01A	43 years, male, white, stage:iv, alive, 1604 days	27.6
TCGA-B0-5399-01A	46 years, male, white, stage:i, alive, 1411 days	27.6
TCGA-A4-7997-01A	67 years, male, white, stage:i, alive, 927 days	27.5
TCGA-B0-5110-01A	71 years, female, white, stage:i, alive, 2009 days	27.3
TCGA-B0-4849-01A	51 years, male, white, stage:iii, dead, 69 days	27.3
TCGA-B2-4102-01A	61 years, male, white, stage:i, alive, 952 days	27.2
TCGA-BP-4335-01A	65 years, female, white, stage:iv, dead, 475 days	27.0
TCGA-BP-4330-01A	60 years, female, black or african american, stage:iii, alive, 1888 days	27.0
TCGA-CW-5587-01A	62 years, female, white, stage:iii, alive, 2226 days	26.9
TCGA-B9-5155-01A	71 years, male, white, stage:iii, alive, 665 days	26.8
TCGA-BQ-5889-01A	63 years, male, white, stage:iv, dead, 329 days	26.7
TCGA-CJ-4885-01A	64 years, male, white, stage:iv, alive, 3451 days	26.7
TCGA-B9-A5W7-01A	47 years, male, black or african american, stage:i, alive, 585 days	26.6
TCGA-KV-A6GD-01A	85 years, male, white, stage:i, alive, 560 days	26.1
TCGA-B1-A47M-01A	79 years, male, black or african american, stage:iii, alive, 659 days	26.0
TCGA-2Z-A9JI-01A	38 years, male, white, stage:iii, alive, 1567 days	25.9
TCGA-MH-A856-01A	54 years, male, white, stage:i, alive, 947 days	25.8
TCGA-BP-4355-01A	59 years, female, white, stage:iii, dead, 953 days	25.8
TCGA-UZ-A9PX-01A	73 years, male, white, stage:i, alive, 1981 days	25.6
TCGA-SX-A7SQ-01A	48 years, male, white, stage:i, alive, 1266 days	25.5
TCGA-2Z-A9JR-01A	57 years, male, white, stage:i, alive, 161 days	25.5
TCGA-A3-A6NJ-01A	57 years, female, black or african american, stage:i, alive, 468 days	25.3
TCGA-F9-A7Q0-01A	37 years, female, asian, stage:i, alive, 398 days	25.3
TCGA-B3-3925-01A	52 years, male, white, stage:iii, alive, 1029 days	25.2
TCGA-A3-3352-01A	male, white, stage:iii, dead, 561 days	25.1
TCGA-BQ-5885-01A	63 years, male, white, stage:iii, alive, 921 days	25.1
TCGA-A4-7732-01A	55 years, male, black or african american, alive, 582 days	25.1
TCGA-B3-3926-01A	59 years, female, white, stage:i, alive, 883 days	25.0
TCGA-CZ-5455-01A	63 years, male, white, stage:iv, dead, 561 days	24.8
TCGA-CZ-4864-01A	86 years, male, white, stage:ii, dead, 2830 days	24.5
TCGA-A3-3317-01A	67 years, male, stage:ii, alive, 1491 days	24.4
TCGA-DZ-6134-01A	69 years, male, white, stage:i, alive, 1856 days	24.3
TCGA-2Z-A9JM-01A	28 years, male, white, stage:i, alive, 934 days	24.2
TCGA-BP-4346-01A	57 years, male, white, stage:iii, dead, 1493 days	23.9
TCGA-B8-A54H-01A	69 years, female, black or african american, stage:ii, alive, 256 days	23.9
TCGA-DW-7834-01A	53 years, male, white, stage:i, alive, 3950 days	23.7
TCGA-2Z-A9J7-01A	63 years, male, white, stage:iv, dead, 139 days	23.7
TCGA-B8-4143-01A	66 years, female, white, stage:iv, dead, 709 days	23.7
TCGA-DW-7841-01A	61 years, male, black or african american, stage:i, alive, 445 days	23.6
TCGA-B0-5083-01A	63 years, male, white, stage:i, dead, 1045 days	23.4
TCGA-BQ-5894-01A	42 years, male, stage:iv, alive, 84 days	23.4
TCGA-A3-3343-01A	79 years, male, white, stage:ii, alive, 945 days	23.3
TCGA-B0-5107-01A	65 years, female, white, stage:iv, dead, 927 days	23.3
TCGA-V9-A7HT-01A	67 years, male, black or african american, stage:ii, alive, 965 days	23.2
TCGA-B2-4098-01A	72 years, female, black or african american, stage:i, dead, 51 days	23.1
TCGA-EU-5904-01A	47 years, female, white, stage:i, alive, 551 days	23.0
TCGA-A4-8516-01A	62 years, male, white, stage:iii, alive, 23 days	22.9
TCGA-B2-3924-01A	73 years, male, white, stage:i, alive, 1092 days	22.8
TCGA-2Z-A9JK-01A	50 years, male, white, stage:iii, alive, 1186 days	22.7
TCGA-AK-3451-01A	48 years, male, white, stage:ii, alive, 2868 days	22.5
TCGA-DW-7963-01B	43 years, male, black or african american, stage:i, alive, 1240 days	22.4
TCGA-5P-A9KF-01A	53 years, male, white, alive, 845 days	22.4
TCGA-UZ-A9PJ-01A	78 years, male, white, stage:i, dead, 797 days	22.2
TCGA-A4-A6HP-01A	66 years, male, white, stage:i, alive, 379 days	22.1
TCGA-BP-5006-01A	61 years, male, white, stage:i, alive, 840 days	22.1
TCGA-SX-A7SN-01A	52 years, male, white, stage:i, alive, 578 days	21.8
TCGA-B0-4838-01A	69 years, female, white, stage:i, dead, 834 days	21.8
TCGA-4A-A93W-01A	66 years, female, white, stage:i, alive, 4 days	21.4
TCGA-B0-4710-01A	75 years, female, white, stage:iii, alive, 1755 days	21.4
TCGA-B0-4852-01A	78 years, female, white, stage:ii, dead, 1121 days	21.2
TCGA-B9-A5W9-01A	40 years, male, white, stage:i, alive, 5 days	21.1
TCGA-PJ-A5Z9-01A	80 years, female, white, stage:i, alive, 540 days	21.0
TCGA-B1-5398-01A	73 years, male, white, stage:iii, alive, 1251 days	20.9
TCGA-MH-A562-01A	57 years, male, black or african american, stage:i, alive, 616 days	20.9
TCGA-B8-4621-01A	63 years, male, black or african american, stage:i, alive, 788 days	20.8
TCGA-BP-4993-01A	58 years, male, white, stage:i, alive, 177 days	20.7
TCGA-BP-4999-01A	56 years, male, white, stage:i, alive, 1266 days	20.6
TCGA-B8-4154-01A	73 years, female, white, stage:i, alive, 1380 days	20.5
TCGA-A3-3359-01A	82 years, female, white, stage:i, alive, 2504 days	20.5
TCGA-B0-4693-01A	73 years, female, white, stage:iii, dead, 77 days	20.4
TCGA-Y8-A897-01A	68 years, female, white, stage:i, alive, 549 days	20.4
TCGA-5P-A9K2-01A	62 years, male, white, alive, 2392 days	20.2
TCGA-GL-7966-01A	28 years, female, white, stage:iii, alive, 112 days	20.1
TCGA-AL-3468-01A	74 years, male, white, stage:ii, dead, 2331 days	20.1
TCGA-5P-A9KC-01A	51 years, female, white, alive, 377 days	19.9
TCGA-CJ-4644-01A	48 years, female, white, stage:iv, dead, 336 days	19.9
TCGA-CZ-5986-01A	61 years, male, white, stage:i, alive, 373 days	19.9
TCGA-B0-4945-01A	75 years, female, white, stage:i, dead, 2145 days	19.8
TCGA-CJ-4894-01A	58 years, male, white, stage:iii, dead, 841 days	19.8
TCGA-UZ-A9PZ-01A	65 years, male, white, stage:iii, alive, 657 days	19.8
TCGA-BP-4759-01A	50 years, male, white, stage:i, alive, 2372 days	19.7
TCGA-PJ-A5Z8-01A	60 years, female, white, stage:i, alive, 600 days	19.5
TCGA-B8-4148-01A	63 years, female, white, stage:i, alive, 1520 days	19.5
TCGA-CJ-4893-01A	76 years, female, white, stage:i, alive, 750 days	19.3
TCGA-BQ-5888-01A	74 years, female, white, stage:i, alive, 403 days	19.2
TCGA-B0-4846-01A	52 years, male, white, stage:iv, dead, 1200 days	19.1
TCGA-A3-3326-01A	47 years, male, white, stage:i, alive, 1137 days	19.1
TCGA-AK-3461-01A	72 years, male, white, stage:i, alive, 2217 days	19.1
TCGA-A4-7288-01A	71 years, female, white, alive, 1857 days	19.1
TCGA-B0-5692-01A	66 years, female, white, stage:iii, alive, 3944 days	19.0
TCGA-BP-4789-01A	48 years, male, white, stage:i, alive, 1489 days	19.0
TCGA-AL-3473-01A	55 years, male, white, stage:ii, alive, 1906 days	18.9
TCGA-B0-5102-01A	74 years, female, white, stage:i, dead, 2764 days	18.9
TCGA-GL-A59T-01A	46 years, male, white, stage:i, alive, 546 days	18.8
TCGA-A3-3363-01A	50 years, male, asian, stage:ii, alive, 319 days	18.7
TCGA-BP-4765-01A	43 years, male, white, stage:i, alive, 2184 days	18.7
TCGA-F9-A7VF-01A	75 years, female, white, stage:i, alive, 73 days	18.7
TCGA-B9-4617-01A	41 years, male, black or african american, alive, 35 days	18.7
TCGA-WN-A9G9-01A	male, white, stage:i, alive, 791 days	18.6
TCGA-B0-4718-01A	57 years, male, white, stage:iii, alive, 1778 days	18.6
TCGA-B0-4824-01A	49 years, female, white, stage:i, dead, 1657 days	18.5
TCGA-B3-A6W5-01A	43 years, male, black or african american, stage:i, alive, 309 days	18.5
TCGA-G7-6793-01A	60 years, female, white, stage:iv, dead, 336 days	18.5
TCGA-2Z-A9J5-01A	80 years, male, white, stage:ii, alive, 3050 days	18.4
TCGA-SX-A7SM-01A	60 years, male, black or african american, stage:iv, dead, 363 days	18.4
TCGA-B0-5121-01A	56 years, male, white, stage:i, alive, 1485 days	18.3
TCGA-B1-A655-01A	77 years, female, white, stage:i, alive, 510 days	18.2
TCGA-BQ-7045-01A	78 years, male, black or african american, stage:i, dead, 1468 days	18.1
TCGA-MH-A854-01A	62 years, female, black or african american, stage:i, alive, 536 days	18.1
TCGA-DW-7837-01A	43 years, male, black or african american, stage:i, alive, 1142 days	18.1
TCGA-CJ-4639-01A	49 years, female, white, stage:ii, alive, 3229 days	18.1
TCGA-B0-5690-01A	53 years, female, white, stage:i, alive, 3392 days	18.1
TCGA-B0-5698-01A	77 years, male, black or african american, stage:i, alive, 3631 days	18.1
TCGA-GL-A4EM-01A	62 years, male, white, stage:i, alive, 32 days	18.0
TCGA-EV-5903-01A	57 years, male, white, stage:i, alive, 757 days	17.9
TCGA-A4-A5XZ-01A	65 years, female, white, stage:ii, alive, 479 days	17.8
TCGA-A4-7585-01A	67 years, male, white, stage:iii, dead, 1070 days	17.8
TCGA-KV-A74V-01A	40 years, male, white, stage:i, alive, 347 days	17.7
TCGA-CZ-4866-01A	79 years, female, white, stage:i, alive, 3267 days	17.6
TCGA-B0-5693-01A	47 years, female, white, stage:i, alive, 4074 days	17.5
TCGA-B1-A654-01A	43 years, female, black or african american, stage:i, alive, 616 days	17.5
TCGA-DV-A4W0-01A	55 years, male, black or african american, stage:i, alive, 2470 days	17.5
TCGA-2Z-A9JQ-01A	66 years, male, white, stage:i, alive, 778 days	17.4
TCGA-UZ-A9PR-01A	84 years, male, white, stage:i, alive, 2627 days	17.4
TCGA-DW-7840-01A	60 years, male, black or african american, stage:i, alive, 114 days	17.3
TCGA-BP-4987-01A	41 years, female, asian, stage:i, alive, 1124 days	17.3
TCGA-BP-5194-01A	39 years, male, white, stage:i, alive, 408 days	17.2
TCGA-BP-4349-01A	68 years, female, white, stage:i, alive, 372 days	17.2
TCGA-B0-5711-01A	50 years, male, white, stage:iii, alive, 3989 days	17.2
TCGA-CJ-4875-01A	67 years, male, white, stage:iv, dead, 3554 days	17.1
TCGA-G7-6797-01A	46 years, male, white, stage:iii, alive, 765 days	17.0
TCGA-BP-4766-01A	43 years, female, white, stage:i, alive, 1462 days	17.0
TCGA-B4-5834-01A	59 years, male, white, stage:i, alive, 26 days	16.9
TCGA-CZ-4853-01A	82 years, male, white, stage:i, alive, 774 days	16.9
TCGA-CJ-4638-01A	46 years, female, white, stage:iv, dead, 431 days	16.9
TCGA-A4-8311-01A	60 years, male, white, stage:i, alive, 729 days	16.8
TCGA-B8-A54D-01A	69 years, male, black or african american, stage:iii, alive, 830 days	16.7
TCGA-BP-5184-01A	54 years, male, white, stage:i, alive, 1133 days	16.4
TCGA-SX-A7SR-01A	66 years, male, white, stage:ii, alive, 805 days	16.4
TCGA-AK-3456-01A	48 years, male, black or african american, stage:ii, alive, 1143 days	16.3
TCGA-CJ-4905-01A	62 years, female, white, stage:i, alive, 1496 days	16.3
TCGA-CW-5583-01A	51 years, female, white, stage:i, alive, 2489 days	16.2
TCGA-IA-A40U-01A	56 years, male, white, stage:iii, alive, 511 days	16.2
TCGA-BQ-7046-01A	61 years, male, white, stage:i, alive, 2948 days	16.2
TCGA-2Z-A9J6-01A	61 years, male, white, stage:i, alive, 1731 days	16.2
TCGA-EU-5906-01A	55 years, male, white, stage:i, alive, 206 days	16.1
TCGA-B0-4714-01A	81 years, male, white, stage:iv, dead, 99 days	16.1
TCGA-B0-4828-01A	79 years, male, white, stage:iv, dead, 307 days	16.1
TCGA-DW-7836-01A	55 years, male, white, stage:i, alive, 1093 days	16.0
TCGA-A4-A57E-01A	59 years, male, white, stage:iv, dead, 258 days	16.0
TCGA-2Z-A9J1-01A	71 years, male, white, stage:i, alive, 2298 days	16.0
TCGA-Y8-A895-01A	74 years, male, white, stage:i, alive, 484 days	16.0
TCGA-A4-7734-01A	53 years, female, white, stage:i, alive, 27 days	16.0
TCGA-KV-A6GE-01A	65 years, male, white, stage:i, alive, 885 days	15.9
TCGA-AL-7173-01A	72 years, female, white, stage:iv, alive, 2060 days	15.9
TCGA-MH-A55W-01A	50 years, male, black or african american, stage:i, alive, 1043 days	15.8
TCGA-UZ-A9PK-01A	71 years, male, white, stage:i, alive, 3571 days	15.7
TCGA-CJ-4874-01A	73 years, female, white, stage:i, alive, 2283 days	15.7
TCGA-IZ-A6M8-01A	69 years, male, black or african american, stage:i, alive, 497 days	15.5
TCGA-Y8-A8S1-01A	61 years, male, white, stage:i, alive, 404 days	15.5
TCGA-B9-A44B-01A	70 years, male, black or african american, stage:iii, alive, 361 days	15.4
TCGA-SX-A7SU-01A	47 years, male, stage:i, alive, 1331 days	15.4
TCGA-BQ-7051-01A	74 years, male, white, stage:ii, alive, 1533 days	15.3
TCGA-A4-7287-01A	75 years, female, white, stage:i, dead, 597 days	15.3
TCGA-J7-8537-01A	37 years, female, asian, stage:iii, dead, 321 days	15.2
TCGA-CW-5591-01A	56 years, male, white, stage:iv, alive, 2271 days	15.2
TCGA-Y8-A8S0-01A	58 years, male, white, stage:i, alive, 183 days	15.2
TCGA-CW-6088-01A	60 years, male, white, stage:i, alive, 3222 days	15.1
TCGA-A4-8517-01A	71 years, male, white, stage:i, alive, 597 days	15.1
TCGA-A4-A4ZT-01A	71 years, female, white, stage:i, alive, 516 days	15.0
TCGA-BP-5168-01A	75 years, male, white, stage:i, dead, 1463 days	15.0
TCGA-P4-A5E6-01A	67 years, male, black or african american, stage:iii, alive, 3035 days	15.0
TCGA-A4-8515-01A	47 years, male, american indian or alaska native, stage:i, alive, 709 days	15.0
TCGA-G7-A4TM-01A	41 years, male, black or african american, stage:i, alive, 768 days	15.0
TCGA-GL-A59R-01A	79 years, male, white, stage:iii, alive, 378 days	15.0
TCGA-A4-8630-01A	59 years, female, white, stage:i, alive, 436 days	15.0
TCGA-B9-4113-01A	64 years, male, black or african american, stage:i, dead, 1536 days	14.8
TCGA-B0-4811-01A	48 years, male, white, stage:iii, dead, 1417 days	14.8
TCGA-SX-A71R-01A	51 years, male, white, stage:i, alive, 1457 days	14.8
TCGA-CJ-5683-01A	78 years, male, white, stage:i, alive, 1889 days	14.7
TCGA-5P-A9K4-01A	54 years, male, white, alive, 2184 days	14.6
TCGA-HE-A5NL-01A	51 years, male, stage:i, alive, 767 days	14.6
TCGA-AK-3453-01A	58 years, female, white, stage:ii, alive, 2531 days	14.5
TCGA-G7-A8LE-01A	62 years, male, white, stage:i, alive, 2453 days	14.5
TCGA-CZ-5457-01A	62 years, male, white, stage:iii, alive, 2754 days	14.4
TCGA-BP-4976-01A	77 years, male, white, stage:i, alive, 1632 days	14.4
TCGA-B9-A69E-01A	71 years, male, white, stage:iii, alive, 452 days	14.3
TCGA-A3-3306-01A	67 years, male, white, stage:i, alive, 1120 days	14.3
TCGA-B4-5835-01A	64 years, female, white, stage:i, alive, 16 days	14.2
TCGA-CJ-4892-01A	65 years, female, white, stage:i, alive, 1521 days	14.1
TCGA-UZ-A9PU-01A	77 years, male, white, stage:i, dead, 933 days	14.0
TCGA-G7-A8LB-01A	70 years, male, white, stage:iv, alive, 547 days	13.9
TCGA-MH-A55Z-01A	65 years, male, black or african american, stage:i, alive, 845 days	13.9
TCGA-B0-4847-01A	60 years, male, white, stage:iv, dead, 793 days	13.9
TCGA-B9-A5W8-01A	50 years, male, black or african american, stage:ii, alive, 524 days	13.8
TCGA-BQ-7061-01A	84 years, female, white, stage:i, alive, 218 days	13.7
TCGA-AS-3777-01A	63 years, male, white, stage:i, alive, 1238 days	13.7
TCGA-2Z-A9JL-01A	47 years, male, black or african american, stage:i, alive, 1006 days	13.7
TCGA-5P-A9K6-01A	64 years, male, white, alive, 1914 days	13.6
TCGA-HE-A5NF-01A	58 years, male, stage:i, alive, 2582 days	13.6
TCGA-HE-A5NI-01A	73 years, male, stage:i, alive, 360 days	13.6
TCGA-SX-A71W-01A	66 years, male, white, stage:i, alive, 1076 days	13.4
TCGA-BP-4325-01A	64 years, female, white, stage:i, alive, 2964 days	13.2
TCGA-B0-4818-01A	68 years, female, white, stage:ii, dead, 510 days	13.2
TCGA-BP-5186-01A	50 years, female, white, stage:i, alive, 693 days	13.1
TCGA-B1-7332-01A	61 years, female, black or african american, stage:ii, alive, 1141 days	13.0
TCGA-Y8-A8RY-01A	63 years, male, white, stage:i, alive, 769 days	13.0
TCGA-F9-A97G-01A	79 years, male, asian, stage:iii, alive, 13 days	13.0
TCGA-B4-5844-01A	61 years, female, white, stage:ii, alive, 7 days	12.7
TCGA-HE-A5NH-01A	62 years, male, stage:i, alive, 791 days	12.7
TCGA-BP-5173-01A	75 years, male, white, stage:i, dead, 62 days	12.6
TCGA-B8-A54J-01A	60 years, male, black or african american, stage:ii, alive, 528 days	12.5
TCGA-A4-8310-01A	58 years, male, white, stage:iii, alive, 780 days	12.5
TCGA-A3-3307-01A	66 years, male, stage:iii, alive, 1436 days	12.5
TCGA-G7-6790-01A	57 years, male, white, stage:i, alive, 1575 days	12.5
TCGA-2Z-A9JG-01A	64 years, male, white, stage:i, alive, 1662 days	12.4
TCGA-EV-5901-01A	47 years, female, white, stage:i, alive, 1040 days	12.3
TCGA-BP-5181-01A	58 years, female, white, stage:i, alive, 1495 days	12.2
TCGA-2Z-A9JT-01A	71 years, male, white, stage:i, alive, 684 days	12.2
TCGA-B0-5085-01A	76 years, female, white, stage:iii, dead, 770 days	12.1
TCGA-A4-7286-01A	42 years, male, white, alive, 554 days	12.0
TCGA-IA-A83S-01A	81 years, male, white, dead, 2609 days	12.0
TCGA-A3-A8CQ-01A	59 years, female, black or african american, stage:i, alive, 3 days	12.0
TCGA-KO-8415-01A	44 years, female, white, stage:i, alive, 2939 days	11.9
TCGA-3Z-A93Z-01A	69 years, male, black or african american, stage:i, alive, 385 days	11.8
TCGA-CJ-4878-01A	71 years, female, white, stage:iii, alive, 2186 days	11.7
TCGA-A3-3320-01A	52 years, female, white, stage:i, alive, 1508 days	11.7
TCGA-O9-A75Z-01A	44 years, male, white, stage:i, alive, 471 days	11.7
TCGA-BP-4774-01A	57 years, female, white, stage:i, alive, 1885 days	11.6
TCGA-AK-3450-01A	85 years, female, white, stage:i, alive, 1779 days	11.6
TCGA-A3-A8OV-01A	75 years, male, black or african american, stage:i, alive, 340 days	11.5
TCGA-KM-8442-01A	38 years, male, stage:ii, alive, 1437 days	11.4
TCGA-MH-A855-01A	52 years, female, black or african american, stage:ii, alive, 369 days	11.4
TCGA-BQ-7062-01A	64 years, male, black or african american, stage:i, alive, 116 days	11.4
TCGA-GL-6846-01A	52 years, male, white, stage:iv, alive, 5925 days	11.4
TCGA-BP-4165-01A	64 years, female, white, stage:i, alive, 3037 days	11.2
TCGA-A3-A8OW-01A	37 years, male, black or african american, stage:iii, alive, 323 days	11.1
TCGA-MW-A4EC-01A	73 years, female, black or african american, stage:i, alive, 498 days	11.1
TCGA-MH-A561-01A	66 years, male, white, stage:i, alive, 841 days	11.0
TCGA-DW-5560-01A	38 years, female, white, stage:i, alive, 1486 days	11.0
TCGA-BP-5202-01A	75 years, male, white, stage:iii, alive, 29 days	11.0
TCGA-CJ-6032-01A	63 years, female, white, stage:ii, alive, 3639 days	10.8
TCGA-UZ-A9Q0-01A	60 years, male, white, stage:i, alive, 3368 days	10.8
TCGA-DZ-6135-01A	45 years, male, stage:i, alive, 2269 days	10.8
TCGA-IZ-A6M9-01A	63 years, male, white, stage:i, alive, 376 days	10.8
TCGA-5P-A9JZ-01A	51 years, female, white, alive, 2744 days	10.7
TCGA-CJ-4870-01A	58 years, female, black or african american, stage:iii, alive, 1498 days	10.7
TCGA-SX-A71S-01A	66 years, female, white, stage:i, alive, 1504 days	10.5
TCGA-AK-3455-01A	71 years, female, white, stage:iii, dead, 683 days	10.5
TCGA-B0-5713-01A	75 years, female, white, stage:iii, alive, 2782 days	10.5
TCGA-CZ-5451-01A	74 years, male, white, stage:ii, alive, 1929 days	10.5
TCGA-CJ-5680-01A	65 years, female, white, stage:iv, dead, 768 days	10.5
TCGA-IA-A40X-01A	49 years, female, black or african american, stage:i, alive, 608 days	10.4
TCGA-BP-4775-01A	55 years, female, white, stage:i, alive, 1843 days	10.4
TCGA-CJ-5681-01A	44 years, female, white, stage:iv, dead, 552 days	10.3
TCGA-UZ-A9PO-01A	80 years, male, white, stage:i, alive, 1911 days	10.3
TCGA-B0-5699-01A	53 years, male, white, stage:i, alive, 3841 days	10.3
TCGA-BQ-5879-01A	32 years, female, white, stage:iii, dead, 697 days	10.3
TCGA-BP-5174-01A	45 years, female, white, stage:i, alive, 2257 days	10.2
TCGA-2Z-A9J3-01A	67 years, male, white, stage:ii, dead, 1771 days	10.2
TCGA-5P-A9KE-01A	70 years, male, white, alive, 824 days	10.2
TCGA-BP-4776-01A	52 years, male, white, stage:i, alive, 411 days	10.1
TCGA-B0-4845-01A	70 years, male, white, stage:iv, dead, 1986 days	10.0
TCGA-SX-A71V-01A	80 years, male, white, stage:i, alive, 876 days	10.0
TCGA-DW-7842-01A	52 years, male, white, stage:i, alive, 92 days	10.0
TCGA-Q2-A5QZ-01A	61 years, female, black or african american, stage:iii, alive, 428 days	10.0
TCGA-CW-5585-01A	51 years, male, white, stage:iv, alive, 2609 days	9.9
TCGA-A4-A48D-01A	85 years, male, black or african american, stage:i, alive, 379 days	9.8
TCGA-B8-4151-01A	51 years, female, white, stage:iii, alive, 1299 days	9.7
TCGA-B0-5119-01A	61 years, female, white, stage:i, alive, 1552 days	9.7
TCGA-UZ-A9PP-01A	60 years, male, white, stage:i, alive, 3010 days	9.6
TCGA-2Z-A9J8-01A	50 years, male, white, stage:i, alive, 2790 days	9.6
TCGA-AL-3472-01A	57 years, male, black or african american, alive, 2029 days	9.6
TCGA-IZ-8196-01A	50 years, male, white, stage:i, alive, 649 days	9.6
TCGA-BP-4341-01A	67 years, male, white, stage:iii, dead, 1589 days	9.5
TCGA-B1-A47N-01A	62 years, male, white, stage:i, alive, 1110 days	9.3
TCGA-BQ-7044-01A	73 years, male, white, stage:iii, alive, 3760 days	9.3
TCGA-HE-7129-01A	male, stage:ii, alive, 2492 days	9.3
TCGA-BQ-5880-01A	79 years, male, white, stage:iii, dead, 1314 days	9.3
TCGA-2Z-A9JP-01A	63 years, male, white, stage:i, alive, 893 days	9.2
TCGA-AK-3458-01A	48 years, male, white, stage:i, alive, 1168 days	9.2
TCGA-B0-5700-01A	77 years, male, white, stage:i, alive, 1790 days	9.1
TCGA-BP-5190-01A	61 years, male, white, stage:i, alive, 1011 days	9.1
TCGA-SX-A7SS-01A	67 years, male, white, stage:i, alive, 1615 days	9.1
TCGA-A4-7583-01A	60 years, male, black or african american, stage:i, alive, 3 days	9.0
TCGA-AL-3471-01A	74 years, male, white, stage:i, dead, 1500 days	8.9
TCGA-IZ-8195-01A	82 years, male, white, stage:ii, alive, 677 days	8.9
TCGA-BQ-5884-01A	59 years, female, black or african american, stage:i, alive, 792 days	8.7
TCGA-KL-8333-01A	69 years, male, white, stage:ii, alive, 2991 days	8.6
TCGA-BQ-5876-01A	75 years, male, white, stage:i, alive, 586 days	8.6
TCGA-G6-A5PC-01A	54 years, female, black or african american, stage:iv, dead, 242 days	8.5
TCGA-BP-5185-01A	56 years, male, white, stage:i, alive, 1132 days	8.5
TCGA-CW-6093-01A	73 years, male, white, stage:i, alive, 3146 days	8.5
TCGA-AL-A5DJ-01A	55 years, female, white, stage:iii, dead, 1498 days	8.5
TCGA-P4-A5EA-01A	54 years, female, white, stage:iii, dead, 201 days	8.4
TCGA-P4-A5EB-01A	83 years, male, white, stage:i, alive, 3015 days	8.4
TCGA-BP-4158-01A	69 years, male, white, stage:i, alive, 3377 days	8.4
TCGA-5P-A9KA-01A	61 years, male, white, alive, 395 days	8.3
TCGA-BP-4758-01A	40 years, male, white, stage:i, alive, 2208 days	8.3
TCGA-G7-A8LC-01A	61 years, male, white, stage:i, alive, 702 days	8.2
TCGA-IA-A83W-01A	70 years, male, white, stage:i, dead, 2043 days	8.2
TCGA-P4-AAVK-01A	74 years, male, white, stage:iii, alive, 1590 days	8.1
TCGA-BP-4969-01A	63 years, female, white, stage:i, alive, 1794 days	8.1
TCGA-G7-7501-01A	55 years, female, black or african american, stage:iii, dead, 624 days	8.1
TCGA-B0-4841-01A	63 years, male, white, stage:iv, dead, 204 days	8.0
TCGA-B8-4153-01B	74 years, male, white, stage:iii, alive, 762 days	8.0
TCGA-5P-A9K9-01A	59 years, female, white, dead, 589 days	8.0
TCGA-KL-8336-01A	51 years, female, white, stage:iv, dead, 920 days	8.0
TCGA-G7-6796-01A	58 years, male, white, stage:i, alive, 2173 days	7.9
TCGA-CZ-5453-01A	67 years, male, white, stage:ii, dead, 2419 days	7.9
TCGA-KM-8441-01A	61 years, female, white, stage:i, alive, 876 days	7.9
TCGA-WN-AB4C-01A	female, white, stage:i, alive, 1188 days	7.8
TCGA-SX-A7SL-01A	74 years, male, stage:i, alive, 823 days	7.8
TCGA-KL-8329-01A	57 years, female, asian, stage:i, alive, 2752 days	7.7
TCGA-KN-8424-01A	42 years, female, white, stage:i, alive, 1983 days	7.7
TCGA-BP-4340-01A	70 years, female, white, stage:i, dead, 562 days	7.7
TCGA-BP-4756-01A	63 years, female, asian, stage:i, alive, 374 days	7.7
TCGA-KO-8413-01A	46 years, male, white, stage:i, alive, 3038 days	7.7
TCGA-2Z-A9JE-01A	59 years, male, white, stage:i, alive, 1728 days	7.6
TCGA-B0-5099-01A	88 years, female, white, stage:iii, dead, 485 days	7.6
TCGA-BP-4995-01A	68 years, male, white, stage:i, alive, 1371 days	7.5
TCGA-KO-8416-01A	41 years, male, white, stage:iii, alive, 2752 days	7.5
TCGA-G7-6795-01A	56 years, male, white, stage:i, alive, 1194 days	7.5
TCGA-G7-A8LD-01A	71 years, male, white, stage:iii, dead, 514 days	7.4
TCGA-AT-A5NU-01A	77 years, male, white, stage:i, alive, 67 days	7.3
TCGA-BQ-7048-01A	64 years, male, white, stage:iii, alive, 2839 days	7.3
TCGA-UN-AAZ9-01A	76 years, female, black or african american, stage:i, alive, 548 days	7.2
TCGA-B9-4116-01A	75 years, female, black or african american, alive, 627 days	7.1
TCGA-BQ-5881-01A	69 years, male, white, stage:i, alive, 1454 days	7.1
TCGA-A3-3313-01A	59 years, male, black or african american, stage:i, dead, 735 days	7.1
TCGA-GL-7773-01A	63 years, male, white, stage:i, alive, 393 days	7.0
TCGA-A4-7915-01A	35 years, female, black or african american, stage:ii, alive, 7 days	7.0
TCGA-BQ-7053-01A	57 years, female, black or african american, stage:iii, alive, 1516 days	6.9
TCGA-KN-8434-01A	65 years, female, white, stage:ii, alive, 1797 days	6.9
TCGA-6D-AA2E-01A	68 years, female, black or african american, stage:i, alive, 362 days	6.9
TCGA-KL-8344-01A	51 years, male, white, stage:iii, alive, 876 days	6.8
TCGA-5P-A9K8-01A	51 years, female, white, alive, 1309 days	6.8
TCGA-GL-8500-01A	63 years, male, white, stage:i, alive, 841 days	6.6
TCGA-GK-A6C7-01A	77 years, female, black or african american, stage:i, alive, 61 days	6.6
TCGA-DW-5561-01A	51 years, male, black or african american, stage:i, alive, 414 days	6.5
TCGA-BQ-7056-01A	75 years, female, white, stage:iii, alive, 612 days	6.5
TCGA-BQ-5890-01A	69 years, male, white, stage:iii, alive, 233 days	6.5
TCGA-KO-8403-01A	49 years, male, white, stage:i, alive, 3208 days	6.4
TCGA-UZ-A9PL-01A	59 years, male, white, stage:ii, alive, 3152 days	6.4
TCGA-BQ-5878-01A	79 years, female, white, stage:iii, alive, 1938 days	6.4
TCGA-KN-8433-01A	46 years, female, white, stage:iii, alive, 341 days	6.4
TCGA-BP-5001-01A	43 years, female, white, stage:i, alive, 1177 days	6.3
TCGA-GL-A9DE-01A	74 years, male, black or african american, stage:i, alive, 496 days	6.3
TCGA-HE-A5NJ-01A	58 years, male, alive, 1726 days	6.3
TCGA-Y8-A8RZ-01A	55 years, male, white, stage:i, alive, 112 days	6.3
TCGA-5P-A9K0-01A	75 years, male, white, alive, 677 days	6.3
TCGA-UZ-A9PQ-01A	59 years, male, black or african american, stage:iii, dead, 2624 days	6.2
TCGA-BP-4994-01A	54 years, male, white, stage:i, alive, 1308 days	6.1
TCGA-KN-8419-01A	43 years, male, black or african american, stage:ii, alive, 714 days	6.0
TCGA-B0-5703-01A	73 years, male, white, stage:i, alive, 2246 days	5.9
TCGA-A4-8098-01A	73 years, male, black or african american, stage:i, alive, 896 days	5.9
TCGA-5P-A9JW-01A	64 years, male, white, alive, 3241 days	5.9
TCGA-G7-6792-01A	40 years, male, black or african american, stage:i, alive, 2765 days	5.9
TCGA-KM-8477-01A	56 years, male, white, stage:i, alive, 1553 days	5.8
TCGA-BQ-5893-01A	61 years, male, white, stage:iv, dead, 241 days	5.7
TCGA-BQ-5882-01A	54 years, male, stage:iii, dead, 658 days	5.7
TCGA-KN-8437-01A	42 years, female, white, stage:i, alive, 3068 days	5.6
TCGA-2Z-A9JD-01A	66 years, male, white, stage:i, alive, 1060 days	5.6
TCGA-BP-5192-01A	59 years, male, white, stage:i, alive, 714 days	5.4
TCGA-Y8-A894-01A	57 years, female, white, stage:i, alive, 567 days	5.3
TCGA-CJ-4876-01A	57 years, male, white, stage:ii, alive, 1955 days	5.3
TCGA-A3-3385-01A	46 years, female, white, stage:i, alive, 1993 days	5.3
TCGA-B3-4104-01A	75 years, male, white, stage:ii, alive, 1049 days	5.3
TCGA-BQ-7060-01A	53 years, male, american indian or alaska native, stage:i, alive, 214 days	5.3
TCGA-KL-8334-01A	37 years, female, white, stage:iii, alive, 2949 days	5.2
TCGA-B8-4619-01A	58 years, male, white, stage:i, alive, 523 days	5.1
TCGA-B8-A54E-01A	62 years, female, black or african american, stage:i, alive, 909 days	5.1
TCGA-BQ-7050-01A	53 years, female, white, stage:i, alive, 1864 days	5.1
TCGA-BQ-5886-01A	75 years, male, white, stage:iii, alive, 792 days	5.0
TCGA-4A-A93X-01A	58 years, male, white, stage:iv, alive, 390 days	5.0
TCGA-BQ-5883-01A	79 years, female, black or african american, stage:i, alive, 1242 days	4.9
TCGA-5P-A9K3-01A	59 years, male, white, dead, 471 days	4.8
TCGA-KL-8323-01A	57 years, female, white, stage:iii, dead, 1158 days	4.7
TCGA-2Z-A9JO-01A	56 years, female, black or african american, stage:i, alive, 949 days	4.7
TCGA-B0-5117-01A	40 years, male, white, stage:i, alive, 1608 days	4.7
TCGA-B8-5546-01A	38 years, female, black or african american, stage:i, alive, 505 days	4.5
TCGA-P4-AAVM-01A	69 years, male, white, stage:i, alive, 1539 days	4.5
TCGA-KN-8428-01A	71 years, male, white, stage:ii, dead, 1590 days	4.5
TCGA-KM-8439-01A	30 years, male, white, stage:i, alive, 708 days	4.4
TCGA-AK-3440-01A	58 years, male, white, stage:i, alive, 2865 days	4.3
TCGA-CZ-4859-01A	59 years, female, white, stage:i, alive, 1787 days	4.2
TCGA-KL-8332-01A	55 years, male, white, stage:i, alive, 2582 days	4.2
TCGA-BQ-5875-01A	66 years, female, white, stage:iii, alive, 2639 days	4.2
TCGA-A4-8518-01A	48 years, male, white, stage:i, alive, 600 days	4.1
TCGA-A4-A5Y0-01A	61 years, female, white, stage:i, alive, 252 days	4.1
TCGA-AK-3465-01A	71 years, female, black or african american, stage:i, alive, 369 days	3.9
TCGA-KL-8342-01A	45 years, female, white, stage:ii, alive, 2248 days	3.9
TCGA-2Z-A9J2-01A	71 years, female, white, stage:i, alive, 1795 days	3.8
TCGA-HE-7130-01A	female, stage:iii, alive, 1770 days	3.8
TCGA-KO-8408-01A	47 years, male, white, stage:iii, dead, 507 days	3.8
TCGA-T7-A92I-01A	47 years, female, black or african american, stage:i, alive, 356 days	3.7
TCGA-KL-8335-01A	68 years, male, white, stage:iii, alive, 2815 days	3.6
TCGA-KO-8407-01A	42 years, male, white, stage:ii, alive, 2820 days	3.6
TCGA-B0-4834-01A	49 years, male, white, stage:i, dead, 2090 days	3.4
TCGA-KO-8406-01A	17 years, female, white, stage:i, alive, 3145 days	3.4
TCGA-KN-8432-01A	86 years, female, white, stage:ii, alive, 76 days	3.3
TCGA-MH-A560-01A	62 years, male, white, stage:i, alive, 924 days	3.3
TCGA-KO-8410-01A	74 years, female, white, stage:i, alive, 3136 days	3.3
TCGA-KN-8435-01A	59 years, male, white, stage:ii, alive, 3498 days	3.3
TCGA-BQ-7055-01A	73 years, male, white, stage:i, alive, 799 days	3.2
TCGA-UZ-A9Q1-01A	88 years, female, white, stage:i, alive, 1562 days	3.2
TCGA-F9-A4JJ-01A	35 years, female, black or african american, stage:iii, dead, 325 days	3.2
TCGA-KN-8426-01A	50 years, male, white, stage:iv, alive, 108 days	3.2
TCGA-B2-3923-01A	59 years, male, white, stage:ii, alive, 992 days	3.2
TCGA-KN-8425-01A	53 years, male, white, stage:i, alive, 3179 days	3.2
TCGA-KN-8418-01A	41 years, female, white, stage:ii, alive, 3935 days	3.1
TCGA-KN-8423-01A	44 years, male, white, stage:i, alive, 788 days	3.1
TCGA-KL-8338-01A	51 years, male, white, stage:iii, alive, 2633 days	3.0
TCGA-J7-A8I2-01A	75 years, male, asian, stage:i, alive, 307 days	3.0
TCGA-KL-8345-01A	75 years, male, white, stage:iii, alive, 1665 days	3.0
TCGA-KL-8340-01A	34 years, male, white, stage:ii, alive, 2024 days	2.9
TCGA-KM-8639-01A	67 years, male, white, stage:i, alive, 953 days	2.8
TCGA-B9-A8YI-01A	79 years, male, black or african american, stage:i, alive, 374 days	2.7
TCGA-BP-4334-01A	56 years, male, white, stage:iii, dead, 645 days	2.7
TCGA-5P-A9KH-01A	77 years, male, white, alive, 2051 days	2.6
TCGA-A4-7584-01A	59 years, male, black or african american, stage:i, alive, 650 days	2.6
TCGA-KM-8438-01A	45 years, female, white, stage:ii, alive, 4622 days	2.6
TCGA-KL-8343-01A	72 years, male, white, stage:iii, dead, 2172 days	2.5
TCGA-SX-A7SO-01A	64 years, male, white, stage:i, alive, 1257 days	2.4
TCGA-P4-AAVO-01A	69 years, male, white, stage:i, alive, 2400 days	2.4
TCGA-KN-8429-01A	38 years, female, white, stage:iii, alive, 2650 days	2.4
TCGA-KL-8339-01A	67 years, male, white, stage:iv, dead, 855 days	2.4
TCGA-DW-7839-01A	58 years, female, white, stage:i, alive, 419 days	2.3
TCGA-KM-8476-01A	47 years, male, white, stage:i, alive, 3745 days	2.2
TCGA-2Z-A9JN-01A	50 years, female, black or african american, stage:i, alive, 740 days	2.2
TCGA-BQ-7058-01A	81 years, male, white, stage:iii, dead, 343 days	2.2
TCGA-MH-A857-01A	63 years, male, black or african american, stage:i, alive, 890 days	2.1
TCGA-A4-8312-01A	60 years, male, black or african american, stage:i, alive, 708 days	2.1
TCGA-G6-A8L8-01A	62 years, female, black or african american, stage:i, dead, 1091 days	2.1
TCGA-KL-8324-01A	67 years, female, white, stage:ii, alive, 4676 days	2.1
TCGA-AK-3433-01A	48 years, female, white, stage:ii, alive, 3409 days	2.0
TCGA-KO-8411-01A	58 years, male, white, stage:i, alive, 3958 days	1.9
TCGA-AK-3447-01A	84 years, male, white, stage:ii, alive, 1217 days	1.8
TCGA-F9-A8NY-01A	38 years, female, asian, stage:iv, alive, 36 days	1.8
TCGA-AK-3427-01A	65 years, male, white, stage:i, alive, 3583 days	1.7
TCGA-KL-8346-01A	62 years, male, white, stage:ii, alive, 1897 days	1.7
TCGA-KO-8414-01A	50 years, female, white, stage:ii, alive, 3212 days	1.7
TCGA-KL-8341-01A	41 years, male, asian, stage:iv, dead, 754 days	1.7
TCGA-P4-A5E8-01A	57 years, male, white, stage:iii, dead, 1306 days	1.6
TCGA-KL-8337-01A	26 years, male, black or african american, stage:ii, alive, 1364 days	1.6
TCGA-KO-8409-01A	69 years, male, white, stage:ii, alive, 3180 days	1.5
TCGA-KL-8330-01A	44 years, female, black or african american, stage:ii, alive, 3304 days	1.4
TCGA-KL-8325-01A	56 years, female, white, stage:ii, dead, 725 days	1.4
TCGA-KL-8331-01A	48 years, female, white, stage:ii, alive, 3010 days	1.2
TCGA-KL-8327-01A	46 years, female, white, stage:i, alive, 4169 days	1.2
TCGA-A3-3328-01A	79 years, male, white, stage:i, alive, 1385 days	1.2
TCGA-KL-8328-01A	60 years, male, white, stage:ii, alive, 3127 days	1.0
TCGA-KN-8436-01A	63 years, male, white, stage:ii, alive, 1288 days	1.0
TCGA-AK-3443-01A	45 years, male, white, stage:ii, alive, 1423 days	0.9
TCGA-KM-8440-01A	37 years, male, black or african american, stage:iii, alive, 1366 days	0.9
TCGA-KO-8417-01A	30 years, female, white, stage:i, alive, 2815 days	0.9
TCGA-KN-8431-01A	35 years, female, stage:ii, alive, 588 days	0.8
TCGA-KN-8421-01A	48 years, female, white, stage:ii, alive, 2674 days	0.5
TCGA-AL-3467-01A	54 years, female, white, alive, 2135 days	0.5
TCGA-KL-8326-01A	69 years, male, white, stage:iii, alive, 3322 days	0.4
TCGA-KM-8443-01A	58 years, male, white, stage:ii, alive, 1520 days	0.3
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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 HPA008612	Antibody HPA017019
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