Expression of VWA5A 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

VWA5A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.15

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

7.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	28.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	24.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	22.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	19.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	19.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	12.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	11.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.1
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	11.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	10.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	10.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	9.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	9.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	9.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	7.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	6.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	6.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	6.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	6.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	5.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	5.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	5.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	3.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	3.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	3.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	3.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	3.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	3.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	2.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	2.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	2.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	2.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	2.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	2.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	2.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	1.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	1.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VWA5A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.04

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

10.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	33.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	30.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	29.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	29.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	28.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	27.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	27.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	27.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	27.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	27.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	27.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	26.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	25.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	24.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	24.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	24.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	23.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	23.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	22.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	22.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	22.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	22.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	22.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	21.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	21.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	21.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	21.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	20.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	20.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	20.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	20.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	19.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	19.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	19.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	19.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	18.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	18.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	18.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	17.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	17.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	17.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	17.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	17.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	17.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	17.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	17.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	16.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	16.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	16.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	16.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	16.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	16.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	16.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	16.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	16.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	16.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	16.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	16.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	16.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	15.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	15.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	15.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	15.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	15.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	15.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	15.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	15.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	15.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	15.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	15.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	15.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	15.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	15.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	15.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	14.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	14.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	14.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	14.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	14.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	14.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	14.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	14.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	14.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	14.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	14.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	14.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	14.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	13.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	13.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	13.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	13.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	13.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	13.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	13.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	13.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	13.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	13.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	13.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	13.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	13.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	13.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	13.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	12.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	12.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	12.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	12.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	12.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	12.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	12.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	12.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	12.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	12.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	12.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	12.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	12.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	12.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	12.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	12.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	12.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	12.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	11.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	11.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	11.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	11.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	11.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	11.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	11.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	11.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	11.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	11.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	11.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	11.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	11.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	11.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	10.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	10.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	10.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	10.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	10.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	10.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	10.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	10.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	10.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	10.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	10.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	10.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	10.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	10.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	10.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	10.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	10.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	10.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	10.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	10.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	9.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	9.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	9.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	9.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	9.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	9.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	9.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	9.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	9.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	9.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	9.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	9.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	9.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	9.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	9.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	9.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	9.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	9.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	9.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	9.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	9.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	8.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	8.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	8.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	8.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	8.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	8.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	8.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	8.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	8.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	8.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	8.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	8.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	8.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	8.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	8.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	8.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	8.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	8.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	8.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	7.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	7.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	7.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	7.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	7.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	7.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	7.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	7.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	7.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	7.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	7.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	7.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	7.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	7.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	7.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	7.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	7.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	7.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	7.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	7.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	6.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	6.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	6.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	6.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	6.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	6.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	6.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	6.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	6.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	6.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	6.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	6.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	6.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	6.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	6.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	6.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	6.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	6.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	6.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	6.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	6.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	6.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	6.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	6.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	5.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	5.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	5.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	5.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	5.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	5.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	5.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	5.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	5.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	5.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	5.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	5.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	5.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	5.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	5.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	5.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	4.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	4.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	4.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	4.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	4.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	4.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	4.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	4.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	4.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	4.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	4.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	4.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	4.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	4.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	4.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	4.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	4.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	4.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	4.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	4.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	4.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	4.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	4.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	4.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	4.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	4.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	4.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	4.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	4.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	4.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	4.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	3.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	3.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	3.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	3.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	3.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	3.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	3.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	3.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	3.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	3.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	3.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	3.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	3.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	3.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	3.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	2.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	2.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	2.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	2.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	2.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	2.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	2.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	1.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	1.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	1.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	1.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	1.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	1.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	1.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	1.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	1.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VWA5A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.73

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

13.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	31.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	27.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	26.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	26.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	25.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	22.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	22.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	22.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	21.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	21.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	20.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	20.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	20.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	19.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	19.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	19.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	18.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	18.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	17.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	16.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	16.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	16.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	16.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	16.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	15.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	15.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	14.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	13.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	13.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	13.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	13.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	13.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	12.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	12.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	12.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	12.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	12.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	12.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	12.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	12.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	11.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	11.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	11.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	11.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	11.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	10.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	10.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	10.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	10.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	10.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	10.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	9.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	8.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	8.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	7.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	7.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	7.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	6.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	6.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	5.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	5.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	4.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	4.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	3.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	2.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	2.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	1.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	0.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VWA5A is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.51

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

21.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	156.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	69.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	52.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	48.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	48.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	46.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	44.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	42.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	42.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	41.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	40.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	40.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	40.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	39.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	39.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	39.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	39.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	39.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	38.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	38.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	37.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	37.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	37.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	37.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	36.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	36.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	35.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	35.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	35.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	34.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	34.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	33.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	32.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	32.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	32.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	32.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	32.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	32.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	32.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	32.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	31.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	31.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	31.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	30.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	30.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	30.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	30.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	30.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	30.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	29.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	29.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	29.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	29.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	29.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	29.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	29.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	29.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	29.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	28.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	28.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	28.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	28.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	28.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	28.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	28.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	28.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	28.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	28.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	28.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	28.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	27.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	27.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	27.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	27.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	27.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	27.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	27.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	27.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	27.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	26.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	26.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	26.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	26.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	26.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	26.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	25.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	25.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	25.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	25.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	25.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	24.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	24.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	24.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	24.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	24.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	24.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	24.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	24.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	24.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	24.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	24.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	24.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	24.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	23.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	23.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	23.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	23.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	23.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	23.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	23.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	23.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	22.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	22.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	22.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	22.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	22.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	22.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	22.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	21.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	21.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	21.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	21.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	21.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	21.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	20.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	20.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	20.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	20.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	20.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	20.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	20.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	19.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	19.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	19.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	19.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	19.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	19.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	19.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	18.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	18.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	18.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	18.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	18.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	18.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	18.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	18.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	17.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	17.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	17.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	17.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	17.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	17.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	17.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	16.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	16.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	16.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	16.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	15.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	15.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	15.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	15.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	15.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	15.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	15.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	15.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	15.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	14.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	14.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	14.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	14.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	14.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	14.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	14.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	14.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	13.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	13.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	13.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	13.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	13.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	13.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	13.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	12.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	12.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	12.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	11.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	11.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	11.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	11.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	11.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	11.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	11.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	11.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	11.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	10.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	10.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	9.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	9.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	9.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	9.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	8.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	8.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	8.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	8.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	5.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	5.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	5.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	4.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	3.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	2.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	1.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0084590001	Normal	0.9
CPT0075170001	Normal	0.9
CPT0078800003	Tumor	0.8
CPT0011410003	Tumor	0.8
CPT0075570001	Normal	0.7
CPT0069190001	Normal	0.7
CPT0000640003	Tumor	0.7
CPT0092190003	Normal	0.7
CPT0086950003	Tumor	0.6
CPT0002350011	Tumor	0.6
CPT0079510001	Normal	0.6
CPT0012280003	Tumor	0.6
CPT0017450001	Normal	0.6
CPT0077320001	Normal	0.6
CPT0001190001	Normal	0.6
CPT0088480003	Tumor	0.6
CPT0001270001	Normal	0.6
CPT0010120001	Normal	0.5
CPT0025050003	Tumor	0.5
CPT0088550004	Tumor	0.5
CPT0000660001	Normal	0.5
CPT0023350003	Tumor	0.5
CPT0012640003	Normal	0.5
CPT0001350001	Normal	0.5
CPT0076350001	Normal	0.4
CPT0063640001	Normal	0.4
CPT0012290003	Normal	0.4
CPT0079230003	Tumor	0.4
CPT0018250001	Normal	0.4
CPT0014160003	Tumor	0.4
CPT0020120003	Tumor	0.4
CPT0009020003	Normal	0.4
CPT0001180009	Tumor	0.3
CPT0006530001	Normal	0.3
CPT0017410003	Tumor	0.3
CPT0002270011	Tumor	0.3
CPT0066520001	Normal	0.3
CPT0079300001	Normal	0.3
CPT0089040001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0024670003	Tumor	0.3
CPT0025230003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0086820003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0065820001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0069000003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0001340003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0082010001	Normal	0.2
CPT0009060003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0092800003	Normal	0.2
CPT0084560003	Tumor	0.2
CPT0086830003	Normal	0.1
CPT0088920001	Normal	0.1
CPT0009080003	Normal	0.1
CPT0012570003	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0088710001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0063320003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0001510001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0078530001	Normal	0.1
CPT0066480003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0088640003	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0000790001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0066430001	Normal	0.0
CPT0025290003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0006730001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0086370003	Normal	0.0
CPT0023360001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0024680001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0076330003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0069010001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0012550003	Tumor	-0.1
CPT0011240003	Tumor	-0.1
CPT0012770003	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0065930003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0065750003	Tumor	-0.1
CPT0089480003	Normal	-0.1
CPT0079380003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0078510003	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0092290003	Tumor	-0.1
CPT0086030003	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0075560003	Tumor	-0.2
CPT0065690003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0065450001	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0081990003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0014450004	Tumor	-0.2
CPT0010170001	Normal	-0.2
CPT0012180003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0088690003	Tumor	-0.3
CPT0086870003	Tumor	-0.3
CPT0006440003	Tumor	-0.3
CPT0012080003	Tumor	-0.3
CPT0078830003	Tumor	-0.3
CPT0025110003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0088630003	Tumor	-0.3
CPT0081880003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0079270003	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0079410003	Tumor	-0.4
CPT0006630003	Tumor	-0.4
CPT0001540009	Tumor	-0.4
CPT0085670003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0078930003	Tumor	-0.5
CPT0065810003	Tumor	-0.5
CPT0023690003	Tumor	-0.5
CPT0010160003	Tumor	-0.5
CPT0010110003	Tumor	-0.5
CPT0009000003	Tumor	-0.5
CPT0025580004	Tumor	-0.5
CPT0000780007	Tumor	-0.6
CPT0012900004	Tumor	-0.6
CPT0015730003	Tumor	-0.7
CPT0089460004	Tumor	-0.7
CPT0078660003	Tumor	-0.8
CPT0077490003	Tumor	-0.8
CPT0079180003	Tumor	-0.8
CPT0007860003	Tumor	-0.8
CPT0001260009	Tumor	-0.8
CPT0014370004	Tumor	-0.9
CPT0007320003	Tumor	-1.0
CPT0012370003	Tumor	-1.0
CPT0077110003	Tumor	-1.4
CPT0026410003	Tumor	-1.6
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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 HPA037813	Antibody HPA037814
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