Expression of RND3 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

RND3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.36

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

12.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	173.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	112.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	84.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	28.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	27.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	24.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	23.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	18.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	16.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	12.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	12.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	11.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	11.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	9.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	9.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	6.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	6.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	6.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	5.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	4.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	4.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	4.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	3.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	3.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	3.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	2.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	2.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	2.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	2.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	2.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	2.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.1
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	1.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	1.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	1.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	1.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	1.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RND3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.48

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

20.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	115.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	113.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	95.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	86.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	85.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	80.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	71.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	70.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	68.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	66.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	62.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	60.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	60.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	59.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	54.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	50.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	50.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	48.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	48.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	48.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	47.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	47.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	45.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	45.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	43.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	43.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	43.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	43.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	43.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	42.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	42.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	42.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	42.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	41.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	40.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	40.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	38.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	38.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	38.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	36.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	36.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	35.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	35.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	35.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	35.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	34.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	34.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	34.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	34.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	34.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	34.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	33.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	33.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	33.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	33.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	33.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	33.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	33.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	33.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	32.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	32.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	32.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	32.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	31.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	31.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	31.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	31.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	30.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	29.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	29.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	29.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	29.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	29.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	29.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	29.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	29.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	29.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	29.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	29.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	28.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	28.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	28.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	28.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	28.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	28.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	28.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	27.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	27.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	27.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	26.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	26.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	26.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	26.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	26.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	26.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	26.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	26.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	26.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	26.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	25.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	25.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	25.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	25.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	25.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	25.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	25.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	25.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	25.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	25.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	25.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	24.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	24.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	24.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	24.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	24.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	24.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	24.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	24.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	24.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	24.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	24.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	24.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	24.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	24.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	24.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	23.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	23.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	23.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	23.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	23.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	23.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	23.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	23.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	23.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	23.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	23.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	23.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	23.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	23.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	22.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	22.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	22.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	22.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	22.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	22.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	22.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	22.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	22.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	22.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	22.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	22.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	22.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	22.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	22.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	21.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	21.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	21.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	21.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	21.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	21.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	21.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	21.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	21.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	21.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	21.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	21.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	21.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	21.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	21.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	21.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	21.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	21.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	21.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	20.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	20.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	20.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	20.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	20.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	20.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	20.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	20.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	20.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	20.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	20.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	20.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	20.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	20.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	20.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	20.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	20.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	19.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	19.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	19.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	19.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	19.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	19.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	19.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	19.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	19.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	19.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	19.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	19.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	19.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	19.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	19.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	19.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	19.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	19.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	18.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	18.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	18.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	18.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	18.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	18.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	18.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	18.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	18.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	18.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	18.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	18.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	18.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	18.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	18.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	18.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	18.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	18.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	18.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	17.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	17.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	17.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	17.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	17.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	17.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	17.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	17.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	17.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	17.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	17.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	17.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	17.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	17.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	17.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	17.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	17.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	17.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	17.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	16.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	16.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	16.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	16.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	16.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	16.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	16.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	16.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	16.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	16.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	15.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	15.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	15.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	15.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	15.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	15.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	15.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	15.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	15.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	15.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	15.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	15.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	15.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	15.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	14.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	14.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	14.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	14.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	14.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	14.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	14.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	14.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	14.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	14.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	14.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	14.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	14.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	14.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	14.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	14.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	14.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	13.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	13.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	13.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	13.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	13.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	13.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	13.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	13.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	13.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	13.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	13.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	13.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	13.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	12.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	12.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	12.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	12.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	12.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	12.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	12.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	12.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	12.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	12.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	12.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	12.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	12.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	11.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	11.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	11.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	11.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	11.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	11.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	11.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	11.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	11.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	11.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	11.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	11.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	11.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	11.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	11.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	10.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	10.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	10.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	10.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	10.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	10.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	10.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	10.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	10.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	9.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	9.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	9.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	9.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	9.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	9.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	9.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	9.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	8.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	8.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	8.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	8.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	8.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	8.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	7.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	7.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	7.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	6.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	5.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	3.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	3.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	2.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RND3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.9

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

26.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	142.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	87.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	86.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	74.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	69.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	68.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	61.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	59.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	58.7
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	51.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	47.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	44.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	43.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	41.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	41.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	41.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	40.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	40.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	40.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	40.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	39.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	36.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	35.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	34.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	34.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	33.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	33.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	33.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	31.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	30.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	29.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	29.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	29.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	28.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	26.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	26.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	23.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	23.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	23.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	22.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	21.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	21.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	21.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	20.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	20.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	20.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	20.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	19.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	19.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	19.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	17.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	17.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	17.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	16.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	16.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	15.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	15.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	15.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	14.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	13.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	13.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	13.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	12.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	11.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	11.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	10.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	10.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	10.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	10.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	7.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	5.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	4.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RND3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.87

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

23.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	160.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	137.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	119.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	89.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	81.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	71.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	66.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	65.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	64.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	64.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	63.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	59.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	58.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	58.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	57.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	55.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	53.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	52.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	52.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	51.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	50.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	49.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	48.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	46.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	46.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	44.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	44.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	42.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	42.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	42.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	42.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	41.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	41.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	41.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	40.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	39.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	39.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	39.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	38.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	38.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	38.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	37.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	37.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	37.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	35.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	35.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	35.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	35.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	35.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	34.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	34.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	33.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	33.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	33.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	33.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	33.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	31.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	31.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	31.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	30.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	30.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	30.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	29.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	29.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	29.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	29.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	29.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	29.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	28.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	28.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	28.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	28.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	27.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	27.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	27.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	27.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	27.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	27.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	27.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	27.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	27.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	26.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	26.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	26.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	26.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	26.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	25.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	25.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	25.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	25.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	25.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	25.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	25.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	24.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	24.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	23.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	23.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	23.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	23.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	23.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	23.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	22.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	22.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	22.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	22.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	22.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	21.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	21.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	21.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	21.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	20.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	20.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	20.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	20.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	20.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	20.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	20.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	20.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	20.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	20.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	20.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	19.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	19.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	19.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	19.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	19.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	19.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	19.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	19.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	19.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	19.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	19.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	18.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	18.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	18.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	18.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	17.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	17.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	17.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	17.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	17.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	17.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	17.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	17.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	17.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	16.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	16.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	16.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	16.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	15.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	15.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	15.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	15.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	15.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	14.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	14.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	14.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	14.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	14.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	14.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	14.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	14.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	14.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	14.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	13.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	13.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	13.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	13.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	12.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	12.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	12.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	12.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	12.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	12.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	11.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	11.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	11.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	10.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	10.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	10.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	10.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	9.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	9.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	8.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	8.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	8.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	8.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	8.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	7.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	7.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	6.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	5.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	5.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	4.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	4.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	3.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	3.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	3.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	3.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	2.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	2.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	2.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	1.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078510003	Tumor	1.7
CPT0088970003	Tumor	1.3
CPT0086950003	Tumor	1.3
CPT0084560003	Tumor	1.3
CPT0076330003	Tumor	1.3
CPT0065750003	Tumor	1.2
CPT0001340003	Tumor	1.1
CPT0006440003	Tumor	1.0
CPT0089020003	Tumor	1.0
CPT0000640003	Tumor	0.9
CPT0009000003	Tumor	0.9
CPT0012370003	Tumor	0.9
CPT0075170001	Normal	0.9
CPT0086030003	Tumor	0.9
CPT0075130003	Tumor	0.9
CPT0001270001	Normal	0.7
CPT0063630003	Tumor	0.7
CPT0084590001	Normal	0.6
CPT0024670003	Tumor	0.6
CPT0001260009	Tumor	0.6
CPT0011240003	Tumor	0.6
CPT0019130003	Tumor	0.5
CPT0015730003	Tumor	0.5
CPT0012900004	Tumor	0.5
CPT0079510001	Normal	0.4
CPT0012550003	Tumor	0.4
CPT0092190003	Normal	0.3
CPT0002350011	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0063640001	Normal	0.2
CPT0009060003	Tumor	0.2
CPT0009020003	Normal	0.2
CPT0010160003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0001190001	Normal	0.2
CPT0013790003	Normal	0.2
CPT0088760003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0078530001	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0019160001	Normal	0.0
CPT0001180009	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0007320003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0077110003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0024680001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0078990003	Tumor	-0.2
CPT0079000001	Normal	-0.2
CPT0015910003	Tumor	-0.2
CPT0014350001	Normal	-0.2
CPT0063330001	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0086830003	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0092730003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0064400001	Normal	-0.3
CPT0020120003	Tumor	-0.3
CPT0009080003	Normal	-0.3
CPT0078800003	Tumor	-0.3
CPT0086890003	Normal	-0.3
CPT0078940001	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0006630003	Tumor	-0.4
CPT0012770003	Normal	-0.4
CPT0089460004	Tumor	-0.5
CPT0066470004	Tumor	-0.5
CPT0088640003	Normal	-0.5
CPT0085670003	Tumor	-0.5
CPT0006530001	Normal	-0.5
CPT0025880003	Tumor	-0.5
CPT0020020001	Normal	-0.5
CPT0069160003	Tumor	-0.6
CPT0007870001	Normal	-0.6
CPT0020130001	Normal	-0.6
CPT0088780001	Normal	-0.7
CPT0078670001	Normal	-0.7
CPT0077140001	Normal	-0.7
CPT0026420001	Normal	-0.7
CPT0092740003	Normal	-0.8
CPT0007860003	Tumor	-0.8
CPT0066430001	Normal	-0.8
CPT0076350001	Normal	-0.9
CPT0089480003	Normal	-0.9
CPT0001350001	Normal	-1.0
CPT0006730001	Normal	-1.0
CPT0078660003	Tumor	-1.3
CPT0079180003	Tumor	-1.5
CPT0000790001	Normal	N/A
CPT0088570001	Normal	N/A
CPT0065820001	Normal	N/A
CPT0065690003	Tumor	N/A
CPT0012670003	Tumor	N/A
CPT0088900003	Tumor	N/A
CPT0087040003	Tumor	N/A
CPT0025170003	Tumor	N/A
CPT0012640003	Normal	N/A
CPT0078830003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0066480003	Tumor	N/A
CPT0092790003	Tumor	N/A
CPT0025610001	Normal	N/A
CPT0002270011	Tumor	N/A
CPT0088550004	Tumor	N/A
CPT0023710001	Normal	N/A
CPT0025050003	Tumor	N/A
CPT0075720003	Tumor	N/A
CPT0017850003	Tumor	N/A
CPT0000780007	Tumor	N/A
CPT0023360001	Normal	N/A
CPT0001510001	Normal	N/A
CPT0078840001	Normal	N/A
CPT0010110003	Tumor	N/A
CPT0092290003	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0014470001	Normal	N/A
CPT0086360003	Tumor	N/A
CPT0006950001	Normal	N/A
CPT0011410003	Tumor	N/A
CPT0012080003	Tumor	N/A
CPT0079270003	Tumor	N/A
CPT0025110003	Tumor	N/A
CPT0012090003	Normal	N/A
CPT0077310003	Tumor	N/A
CPT0077490003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0066520001	Normal	N/A
CPT0001500009	Tumor	N/A
CPT0081600003	Tumor	N/A
CPT0065930003	Tumor	N/A
CPT0012180003	Tumor	N/A
CPT0023350003	Tumor	N/A
CPT0075570001	Normal	N/A
CPT0014130001	Normal	N/A
CPT0065450001	Normal	N/A
CPT0092800003	Normal	N/A
CPT0006900003	Tumor	N/A
CPT0088920001	Normal	N/A
CPT0025290003	Tumor	N/A
CPT0018250001	Normal	N/A
CPT0077320001	Normal	N/A
CPT0077500001	Normal	N/A
CPT0092310003	Normal	N/A
CPT0065430003	Tumor	N/A
CPT0081620001	Normal	N/A
CPT0014450004	Tumor	N/A
CPT0025350003	Tumor	N/A
CPT0012280003	Tumor	N/A
CPT0079410003	Tumor	N/A
CPT0075560003	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0001540009	Tumor	N/A
CPT0065810003	Tumor	N/A
CPT0010120001	Normal	N/A
CPT0079300001	Normal	N/A
CPT0081880003	Tumor	N/A
CPT0012290003	Normal	N/A
CPT0087050003	Normal	N/A
CPT0023690003	Tumor	N/A
CPT0001220008	Tumor	N/A
CPT0079430001	Normal	N/A
CPT0086370003	Normal	N/A
CPT0025580004	Tumor	N/A
CPT0025060001	Normal	N/A
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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 HPA060504
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