Expression of TGFB1 in renal cancer - The Human Protein Atlas

KIDNEY CHROMOPHOBE (TCGA) - 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

TGFB1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.22

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 TPM

20.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	83.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	82.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	75.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	68.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	67.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	57.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	54.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	48.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	41.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	37.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	35.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	30.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	29.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	27.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	26.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	23.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	22.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	20.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	20.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	20.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	19.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	18.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	16.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	15.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	15.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	15.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	14.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	13.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	13.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	13.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	12.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	12.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	12.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	12.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	12.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	10.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	9.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	8.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	7.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	7.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	4.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	4.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	3.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	3.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	2.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TGFB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 81.12

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 TPM

62.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	306.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	261.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	232.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	212.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	191.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	169.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	167.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	166.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	165.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	163.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	163.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	154.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	150.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	147.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	146.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	145.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	143.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	140.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	137.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	135.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	132.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	131.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	129.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	127.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	125.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	120.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	119.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	119.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	116.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	115.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	114.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	114.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	113.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	113.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	112.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	111.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	108.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	108.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	108.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	106.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	106.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	106.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	105.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	104.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	103.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	103.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	102.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	101.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	100.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	99.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	98.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	98.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	98.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	97.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	97.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	95.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	95.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	94.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	94.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	93.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	93.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	92.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	92.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	91.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	91.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	91.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	91.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	90.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	89.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	89.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	88.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	88.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	88.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	88.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	88.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	87.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	87.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	86.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	86.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	86.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	86.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	85.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	85.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	84.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	84.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	84.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	84.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	84.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	84.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	84.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	84.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	83.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	83.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	83.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	83.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	83.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	83.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	82.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	82.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	82.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	82.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	82.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	82.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	81.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	81.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	81.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	80.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	80.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	80.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	80.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	80.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	80.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	79.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	79.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	79.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	78.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	78.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	78.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	78.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	77.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	77.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	77.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	77.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	76.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	76.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	76.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	76.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	76.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	75.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	75.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	75.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	74.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	74.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	74.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	74.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	73.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	73.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	73.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	73.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	73.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	72.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	72.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	72.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	72.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	71.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	71.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	71.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	71.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	71.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	71.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	71.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	71.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	71.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	71.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	71.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	71.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	71.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	70.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	70.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	70.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	70.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	70.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	70.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	70.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	69.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	69.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	69.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	69.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	69.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	69.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	69.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	68.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	68.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	68.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	68.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	68.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	68.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	68.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	68.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	68.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	67.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	67.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	67.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	67.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	67.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	67.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	67.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	67.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	66.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	66.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	66.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	66.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	66.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	66.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	66.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	66.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	65.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	65.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	65.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	65.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	65.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	65.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	65.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	64.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	64.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	64.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	64.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	64.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	64.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	64.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	64.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	64.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	64.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	64.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	64.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	64.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	64.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	63.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	63.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	63.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	63.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	63.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	63.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	63.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	63.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	63.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	63.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	63.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	63.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	63.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	63.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	62.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	62.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	62.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	62.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	62.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	62.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	62.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	61.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	61.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	61.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	61.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	61.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	61.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	61.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	61.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	61.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	60.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	60.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	59.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	59.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	59.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	59.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	59.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	59.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	59.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	59.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	59.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	59.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	59.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	59.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	59.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	59.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	59.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	58.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	58.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	58.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	58.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	58.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	58.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	58.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	57.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	57.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	57.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	57.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	57.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	56.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	56.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	56.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	56.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	56.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	55.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	55.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	55.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	55.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	55.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	55.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	54.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	54.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	54.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	54.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	54.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	53.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	53.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	53.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	53.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	53.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	53.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	52.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	52.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	52.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	52.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	52.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	52.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	51.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	51.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	51.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	51.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	51.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	51.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	51.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	51.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	51.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	51.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	51.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	51.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	51.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	50.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	50.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	50.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	50.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	50.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	50.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	50.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	50.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	50.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	50.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	50.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	50.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	49.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	49.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	49.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	49.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	49.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	49.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	48.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	48.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	48.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	48.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	47.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	47.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	47.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	47.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	47.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	47.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	47.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	47.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	47.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	46.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	46.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	46.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	46.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	46.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	46.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	46.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	46.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	46.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	46.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	45.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	45.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	45.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	45.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	45.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	45.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	44.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	44.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	44.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	44.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	44.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	44.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	44.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	44.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	43.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	43.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	43.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	43.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	43.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	43.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	43.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	43.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	42.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	42.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	42.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	42.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	41.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	41.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	41.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	41.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	41.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	41.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	41.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	41.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	41.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	40.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	40.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	40.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	39.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	39.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	39.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	38.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	38.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	38.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	38.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	38.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	38.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	38.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	38.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	38.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	38.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	37.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	37.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	36.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	36.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	36.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	36.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	36.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	36.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	36.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	36.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	36.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	36.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	36.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	35.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	35.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	35.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	34.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	34.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	34.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	34.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	33.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	33.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	33.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	33.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	33.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	33.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	32.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	32.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	32.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	31.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	31.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	31.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	31.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	31.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	31.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	30.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	30.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	29.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	29.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	29.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	28.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	28.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	28.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	28.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	27.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	27.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	27.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	27.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	27.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	27.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	27.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	26.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	26.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	26.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	26.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	26.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	25.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	25.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	25.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	25.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	24.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	24.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	23.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	22.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	22.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	22.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	22.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	22.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	21.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	21.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	20.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	20.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	19.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	19.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	18.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	17.7
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	17.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	16.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	15.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	14.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	14.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	14.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	14.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	14.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	12.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	11.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	11.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	11.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	7.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	7.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	5.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	4.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	3.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	3.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TGFB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 77.37

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 TPM

78.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	271.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	251.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	209.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	177.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	152.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	147.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	144.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	141.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	133.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	129.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	124.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	121.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	114.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	112.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	111.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	108.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	107.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	107.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	102.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	101.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	99.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	98.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	96.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	92.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	92.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	88.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	87.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	86.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	85.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	84.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	83.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	83.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	81.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	81.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	81.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	79.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	79.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	78.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	78.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	78.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	76.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	76.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	75.9
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	75.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	74.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	74.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	72.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	71.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	70.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	69.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	68.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	68.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	67.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	67.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	66.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	65.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	64.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	64.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	64.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	63.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	63.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	62.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	60.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	60.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	59.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	59.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	58.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	58.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	58.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	58.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	57.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	56.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	56.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	56.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	54.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	54.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	52.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	51.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	50.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	49.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	49.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	46.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	45.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	45.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	44.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	44.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	44.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	41.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	38.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	37.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	37.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	35.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	35.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	34.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	28.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	21.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	17.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TGFB1 is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.18

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 TPM

28.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	248.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	200.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	198.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	145.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	124.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	113.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	111.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	103.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	94.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	90.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	90.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	78.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	77.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	74.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	73.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	71.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	67.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	64.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	64.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	60.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	59.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	58.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	58.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	58.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	56.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	55.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	55.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	54.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	53.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	52.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	52.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	50.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	50.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	49.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	47.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	47.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	47.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	47.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	46.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	45.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	45.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	42.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	41.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	41.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	41.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	41.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	39.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	39.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	39.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	39.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	38.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	38.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	38.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	38.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	38.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	37.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	37.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	37.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	36.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	36.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	35.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	35.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	34.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	34.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	33.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	33.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	33.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	33.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	32.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	32.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	32.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	32.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	32.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	30.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	30.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	30.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	30.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	30.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	29.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	29.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	29.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	29.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	29.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	29.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	29.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	29.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	28.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	28.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	27.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	27.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	27.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	27.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	27.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	26.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	26.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	26.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	26.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	26.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	26.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	25.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	25.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	25.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	25.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	25.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	25.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	24.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	24.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	24.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	23.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	23.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	23.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	23.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	23.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	23.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	23.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	23.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	23.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	23.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	23.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	22.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	22.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	22.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	22.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	22.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	22.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	22.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	22.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	22.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	22.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	22.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	21.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	21.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	21.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	21.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	21.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	21.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	21.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	21.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	21.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	20.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	20.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	19.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	19.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	19.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	19.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	19.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	19.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	19.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	18.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	18.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	18.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	18.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	18.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	18.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	17.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	17.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	16.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	16.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	16.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	16.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	16.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	16.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	16.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	16.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	16.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	15.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	15.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	15.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	15.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	15.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	15.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	15.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	15.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	15.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	14.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	14.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	14.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	14.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	14.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	14.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	14.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	14.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	14.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	13.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	13.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	13.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	13.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	13.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	13.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	13.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	12.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	12.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	12.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	11.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	11.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	11.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	11.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	10.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	10.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	9.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	9.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	9.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	9.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	8.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	8.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	7.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	6.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	6.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	6.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	6.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	6.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	6.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	5.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	5.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	5.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	5.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	2.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	2.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	2.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001340003	Tumor	2.3
CPT0076330003	Tumor	1.7
CPT0084560003	Tumor	1.6
CPT0069160003	Tumor	1.5
CPT0088690003	Tumor	1.5
CPT0063630003	Tumor	1.4
CPT0085670003	Tumor	1.3
CPT0000640003	Tumor	1.2
CPT0088630003	Tumor	1.1
CPT0001260009	Tumor	1.0
CPT0069000003	Tumor	1.0
CPT0012670003	Tumor	1.0
CPT0012080003	Tumor	0.9
CPT0065690003	Tumor	0.9
CPT0088760003	Tumor	0.9
CPT0025110003	Tumor	0.9
CPT0078510003	Tumor	0.8
CPT0077490003	Tumor	0.8
CPT0081600003	Tumor	0.8
CPT0025350003	Tumor	0.7
CPT0089020003	Tumor	0.7
CPT0012280003	Tumor	0.7
CPT0077110003	Tumor	0.7
CPT0075720003	Tumor	0.7
CPT0092290003	Tumor	0.7
CPT0081990003	Tumor	0.7
CPT0017410003	Tumor	0.7
CPT0015910003	Tumor	0.7
CPT0066470004	Tumor	0.7
CPT0065870003	Tumor	0.7
CPT0009060003	Tumor	0.6
CPT0012550003	Tumor	0.6
CPT0001540009	Tumor	0.6
CPT0014160003	Tumor	0.6
CPT0092790003	Tumor	0.5
CPT0086820003	Tumor	0.5
CPT0079410003	Tumor	0.5
CPT0006900003	Tumor	0.5
CPT0010160003	Tumor	0.5
CPT0000780007	Tumor	0.5
CPT0063320003	Tumor	0.5
CPT0023350003	Tumor	0.4
CPT0025290003	Tumor	0.4
CPT0066480003	Tumor	0.4
CPT0012180003	Tumor	0.4
CPT0086030003	Tumor	0.4
CPT0092730003	Tumor	0.4
CPT0075130003	Tumor	0.4
CPT0001220008	Tumor	0.4
CPT0079230003	Tumor	0.3
CPT0081880003	Tumor	0.3
CPT0011240003	Tumor	0.3
CPT0020120003	Tumor	0.3
CPT0064370003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0001500009	Tumor	0.2
CPT0015730003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0014370004	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0065930003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0007860003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0025230003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0078930003	Tumor	0.0
CPT0088550004	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0065810003	Tumor	-0.1
CPT0001180009	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0024670003	Tumor	-0.1
CPT0019130003	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0002350011	Tumor	-0.2
CPT0069010001	Normal	-0.2
CPT0010120001	Normal	-0.2
CPT0023360001	Normal	-0.2
CPT0084590001	Normal	-0.3
CPT0065820001	Normal	-0.3
CPT0012900004	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0009000003	Tumor	-0.3
CPT0076350001	Normal	-0.3
CPT0012570003	Normal	-0.3
CPT0078830003	Tumor	-0.3
CPT0088710001	Normal	-0.3
CPT0002370001	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0088780001	Normal	-0.4
CPT0014470001	Normal	-0.4
CPT0063640001	Normal	-0.4
CPT0011410003	Tumor	-0.4
CPT0079510001	Normal	-0.4
CPT0069190001	Normal	-0.4
CPT0001510001	Normal	-0.4
CPT0018250001	Normal	-0.4
CPT0079300001	Normal	-0.5
CPT0000660001	Normal	-0.5
CPT0020020001	Normal	-0.5
CPT0077500001	Normal	-0.5
CPT0024680001	Normal	-0.5
CPT0000890001	Normal	-0.5
CPT0001190001	Normal	-0.5
CPT0014350001	Normal	-0.5
CPT0082010001	Normal	-0.5
CPT0014450004	Tumor	-0.5
CPT0012640003	Normal	-0.5
CPT0078670001	Normal	-0.5
CPT0075570001	Normal	-0.5
CPT0001550001	Normal	-0.5
CPT0025060001	Normal	-0.5
CPT0086830003	Normal	-0.5
CPT0075170001	Normal	-0.5
CPT0088570001	Normal	-0.5
CPT0081620001	Normal	-0.5
CPT0012090003	Normal	-0.5
CPT0010170001	Normal	-0.5
CPT0078530001	Normal	-0.6
CPT0007470001	Normal	-0.6
CPT0025610001	Normal	-0.6
CPT0006950001	Normal	-0.6
CPT0078660003	Tumor	-0.6
CPT0012920003	Normal	-0.6
CPT0017450001	Normal	-0.6
CPT0025920001	Normal	-0.6
CPT0020130001	Normal	-0.6
CPT0009020003	Normal	-0.6
CPT0014130001	Normal	-0.6
CPT0001230001	Normal	-0.7
CPT0087050003	Normal	-0.7
CPT0063330001	Normal	-0.7
CPT0089040001	Normal	-0.7
CPT0092310003	Normal	-0.7
CPT0066520001	Normal	-0.7
CPT0023710001	Normal	-0.7
CPT0006730001	Normal	-0.7
CPT0001350001	Normal	-0.7
CPT0077140001	Normal	-0.7
CPT0092740003	Normal	-0.7
CPT0078840001	Normal	-0.7
CPT0078800003	Tumor	-0.7
CPT0086970003	Normal	-0.7
CPT0088500001	Normal	-0.7
CPT0088920001	Normal	-0.8
CPT0006530001	Normal	-0.8
CPT0007870001	Normal	-0.8
CPT0078940001	Normal	-0.8
CPT0019160001	Normal	-0.8
CPT0012770003	Normal	-0.8
CPT0009080003	Normal	-0.8
CPT0079430001	Normal	-0.8
CPT0079000001	Normal	-0.8
CPT0065450001	Normal	-0.8
CPT0079180003	Tumor	-0.8
CPT0064400001	Normal	-0.9
CPT0086890003	Normal	-0.9
CPT0089480003	Normal	-0.9
CPT0002270011	Tumor	-0.9
CPT0066430001	Normal	-0.9
CPT0092800003	Normal	-0.9
CPT0088970003	Tumor	-1.0
CPT0000790001	Normal	-1.0
CPT0086370003	Normal	-1.0
CPT0088640003	Normal	-1.1
CPT0026420001	Normal	-1.1
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody CAB000361
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
Adenocarcinoma, NOS
Adenocarcinoma, uncertain malignant potential