Expression of VPS37B 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

VPS37B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.88

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

30.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	73.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	67.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	65.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	63.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	56.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	51.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	47.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	47.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	43.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	42.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	40.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	39.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	37.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	36.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	36.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	35.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	35.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	34.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	33.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	32.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	31.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	31.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	30.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	29.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	29.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	29.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	28.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	28.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	28.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	27.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	26.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	26.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	26.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	26.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	25.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	25.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	24.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	24.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	23.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	23.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	23.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	23.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	23.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	22.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	22.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	21.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	21.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	21.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	18.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	18.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	18.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	16.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	16.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	15.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	13.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	12.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS37B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.82

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

14.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	53.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	45.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	44.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	44.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	42.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	42.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	42.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	40.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	38.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	38.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	37.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	37.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	36.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	36.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	35.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	35.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	34.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	34.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	33.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	33.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	31.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	31.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	31.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	31.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	30.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	29.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	29.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	28.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	27.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	27.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	27.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	27.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	27.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	27.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	26.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	26.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	26.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	25.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	25.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	24.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	24.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	24.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	24.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	24.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	24.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	24.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	24.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	24.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	23.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	23.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	23.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	23.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	23.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	23.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	22.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	22.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	22.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	22.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	21.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	21.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	21.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	21.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	21.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	21.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	21.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	21.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	20.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	20.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	20.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	20.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	20.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	20.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	20.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	20.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	20.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	20.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	19.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	19.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	19.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	19.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	19.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	19.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	19.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	19.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	19.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	19.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	19.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	18.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	18.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	18.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	18.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	18.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	18.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	18.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	18.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	18.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	18.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	18.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	18.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	18.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	17.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	17.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	17.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	17.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	17.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	17.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	17.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	17.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	17.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	17.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	17.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	17.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	17.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	17.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	16.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	16.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	16.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	16.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	16.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	16.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	16.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	16.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	16.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	16.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	16.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	16.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	16.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	16.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	16.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	16.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	16.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	16.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	16.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	16.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	16.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	16.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	15.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	15.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	15.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	15.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	15.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	15.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	15.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	15.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	15.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	15.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	15.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	15.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	15.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	15.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	15.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	14.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	14.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	14.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	14.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	14.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	14.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	14.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	14.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	14.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	14.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	14.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	13.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	13.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	13.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	13.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	13.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	13.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	13.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	13.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	13.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	13.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	13.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	13.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	13.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	13.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	13.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	13.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	13.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	13.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	13.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	13.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	13.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	13.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	13.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	12.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	12.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	12.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	12.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	12.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	12.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	12.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	12.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	12.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	12.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	12.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	12.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	12.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	12.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	12.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	12.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	12.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	12.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	12.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	12.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	12.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	12.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	12.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	11.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	11.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	11.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	11.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	11.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	11.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	11.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	11.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	11.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	11.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	11.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	11.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	11.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	11.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	11.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	11.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	11.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	10.9
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	10.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	10.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	10.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	10.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	10.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	10.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	10.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	10.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	10.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	10.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	10.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	10.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	10.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	10.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	10.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	10.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	10.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	9.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	9.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	9.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	9.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	9.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	9.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	9.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	9.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	9.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	9.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	9.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	9.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	9.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	9.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	9.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	9.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	9.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	9.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	8.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	8.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	8.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	8.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	8.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	8.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	8.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	8.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	8.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	8.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	7.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	7.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	7.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	7.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	7.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	7.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	7.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	7.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	7.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	6.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	6.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	6.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	6.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	5.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	5.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	5.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	5.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	5.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	4.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS37B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.08

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

14.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	32.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	29.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	29.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	25.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	25.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	24.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	23.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	23.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	21.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	21.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	21.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	21.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	20.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	20.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	20.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	19.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	19.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	19.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	17.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	16.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	16.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	16.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	16.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	15.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	15.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	15.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	15.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	15.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	15.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	14.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	14.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	14.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	14.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	14.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	14.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	13.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	13.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	12.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	12.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	12.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	12.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	12.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	12.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	11.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	11.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	11.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	10.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	10.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	10.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	10.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	10.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	9.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	9.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	8.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	8.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	8.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	8.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS37B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.14

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

23.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	79.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	75.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	73.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	66.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	64.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	63.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	58.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	55.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	54.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	54.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	52.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	52.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	50.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	47.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	46.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	44.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	44.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	43.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	43.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	42.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	42.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	42.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	41.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	40.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	39.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	39.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	39.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	37.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	37.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	37.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	36.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	36.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	36.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	35.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	35.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	35.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	35.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	34.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	34.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	34.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	34.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	34.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	34.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	34.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	33.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	33.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	33.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	32.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	32.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	32.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	32.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	32.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	32.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	31.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	31.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	31.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	31.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	31.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	31.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	31.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	30.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	30.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	30.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	30.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	29.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	29.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	29.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	29.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	29.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	29.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	29.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	28.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	28.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	28.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	27.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	27.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	27.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	27.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	27.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	27.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	27.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	27.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	27.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	26.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	26.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	26.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	26.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	26.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	26.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	26.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	26.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	26.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	25.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	25.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	25.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	25.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	25.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	25.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	25.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	24.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	24.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	24.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	24.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	24.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	24.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	24.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	23.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	23.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	23.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	23.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	23.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	23.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	23.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	22.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	22.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	22.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	22.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	22.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	22.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	22.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	21.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	21.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	21.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	21.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	21.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	21.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	21.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	21.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	21.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	21.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	21.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	21.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	20.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	20.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	20.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	20.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	20.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	20.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	20.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	19.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	19.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	19.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	19.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	19.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	19.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	19.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	19.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	19.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	19.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	19.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	19.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	18.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	18.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	18.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	18.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	18.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	18.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	18.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	17.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	17.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	17.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	17.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	17.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	17.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	17.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	17.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	16.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	16.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	16.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	16.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	16.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	16.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	15.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	15.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	15.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	15.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	15.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	15.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	15.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	15.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	15.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	15.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	15.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	15.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	14.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	14.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	14.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	14.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	13.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	13.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	13.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	13.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	13.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	13.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	12.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	12.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	12.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	12.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	12.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	12.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	12.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	12.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	11.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	11.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	11.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	11.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	10.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	10.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	10.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	10.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	10.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	9.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	9.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	9.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	9.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	8.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	8.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	7.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	5.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	1.3
CPT0024680001	Normal	1.1
CPT0012640003	Normal	0.7
CPT0078660003	Tumor	0.7
CPT0001180009	Tumor	0.6
CPT0010120001	Normal	0.5
CPT0077500001	Normal	0.5
CPT0011240003	Tumor	0.5
CPT0012290003	Normal	0.5
CPT0076330003	Tumor	0.4
CPT0014470001	Normal	0.4
CPT0002370001	Normal	0.4
CPT0018250001	Normal	0.4
CPT0063330001	Normal	0.4
CPT0079300001	Normal	0.3
CPT0069190001	Normal	0.3
CPT0079510001	Normal	0.3
CPT0092290003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0064370003	Tumor	0.3
CPT0066520001	Normal	0.3
CPT0092310003	Normal	0.3
CPT0012920003	Normal	0.3
CPT0088550004	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0066480003	Tumor	0.3
CPT0079410003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0078530001	Normal	0.2
CPT0001270001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0014130001	Normal	0.2
CPT0001510001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0069160003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0012370003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0012090003	Normal	0.2
CPT0000890001	Normal	0.2
CPT0000780007	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0010160003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0078840001	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0009060003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0025920001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0088500001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0011410003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0088690003	Tumor	0.1
CPT0019160001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0020130001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0006730001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0001350001	Normal	0.0
CPT0081990003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0064400001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0001230001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0065450001	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0007860003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0079000001	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0077110003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0006530001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0019990003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0025050003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0000870016	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0000790001	Normal	-0.1
CPT0065690003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0001500009	Tumor	-0.1
CPT0012550003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0000660001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0014450004	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0026420001	Normal	-0.2
CPT0086030003	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0088780001	Normal	-0.2
CPT0081600003	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0089480003	Normal	-0.2
CPT0012080003	Tumor	-0.2
CPT0012280003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0086950003	Tumor	-0.3
CPT0078800003	Tumor	-0.3
CPT0015730003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0025110003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0025880003	Tumor	-0.4
CPT0002270011	Tumor	-0.4
CPT0086820003	Tumor	-0.5
CPT0088970003	Tumor	-0.6
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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 HPA038217	Antibody HPA038218
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