Expression of VPS39 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

VPS39 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.51

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

24.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	46.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	45.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	44.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	41.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	41.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	40.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	39.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	37.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	37.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	35.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	35.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	35.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	33.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	32.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	31.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	31.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	30.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	30.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	29.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	28.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	28.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	28.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	26.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	26.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	26.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	25.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	25.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	25.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	25.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	25.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	25.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	24.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	24.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	24.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	23.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	22.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	22.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	22.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	22.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	21.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	20.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	19.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	19.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	18.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	16.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	16.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	16.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	15.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	13.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	13.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	13.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	12.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	12.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	4.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS39 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.31

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

17.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	42.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	39.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	37.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	36.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	36.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	36.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	36.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	36.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	35.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	35.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	35.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	35.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	34.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	34.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	34.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	32.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	32.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	32.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	32.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	31.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	31.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	31.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	31.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	31.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	31.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	30.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	30.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	30.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	30.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	30.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	30.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	30.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	30.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	29.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	29.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	29.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	29.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	28.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	28.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	28.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	28.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	28.3
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	28.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	28.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	28.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	28.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	28.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	27.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	27.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	27.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	27.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	27.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	27.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	27.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	27.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	27.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	27.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	26.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	26.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	26.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	26.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	26.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	26.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	26.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	26.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	26.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	26.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	26.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	26.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	26.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	26.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	26.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	26.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	26.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	25.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	25.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	25.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	25.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	25.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	25.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	25.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	25.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	25.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	25.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	25.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	24.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	24.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	24.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	24.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	24.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	24.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	24.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	24.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	24.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	24.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	24.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	24.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	24.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	24.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	24.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	24.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	24.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	24.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	24.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	24.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	23.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	23.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	23.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	23.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	23.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	23.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	23.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	23.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	23.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	23.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	23.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	23.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	23.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	23.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	23.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	23.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	23.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	23.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	23.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	23.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	23.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	23.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	23.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	23.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	22.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	22.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	22.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	22.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	22.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	22.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	22.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	22.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	22.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	22.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	22.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	22.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	22.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	22.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	22.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	22.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	22.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	22.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	21.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	21.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	21.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	21.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	21.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	21.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	21.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	21.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	21.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	21.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	21.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	21.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	21.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	21.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	21.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	21.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	21.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	21.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	21.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	21.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	21.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	21.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	21.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	20.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	20.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	20.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	20.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	20.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	20.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	20.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	20.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	20.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	20.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	20.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	20.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	20.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	20.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	20.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	20.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	20.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	20.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	20.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	20.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	20.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	20.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	20.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	20.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	20.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	20.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	19.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	19.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	19.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	19.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	19.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	19.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	19.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	19.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	19.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	19.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	18.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	18.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	18.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	18.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	18.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	18.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	18.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	18.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	18.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	18.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	18.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	18.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	18.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	18.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	18.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	18.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	18.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	18.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	18.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	18.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	18.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	18.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	18.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	18.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	17.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	17.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	17.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	17.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	17.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	17.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	17.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	17.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	17.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	17.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	17.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	17.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	17.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	17.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	17.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	17.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	17.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	17.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	17.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	17.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	16.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	16.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	16.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	16.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	16.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	16.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	16.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	16.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	16.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	16.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	16.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	16.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	16.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	16.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	16.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	16.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	16.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	15.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	15.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	15.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	15.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	15.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	15.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	15.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	15.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	15.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	15.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	15.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	15.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	15.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	15.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	15.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	15.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	15.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	14.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	14.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	14.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	14.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	14.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	14.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	14.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	14.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	14.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	14.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	14.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	14.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	14.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	13.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	13.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	13.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	13.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	13.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	13.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	13.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	13.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	13.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	13.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	12.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	12.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	12.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	12.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	12.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	12.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	12.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	12.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	12.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	12.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	12.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	12.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	11.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	11.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	11.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	11.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	11.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	11.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	11.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	11.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	11.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	11.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	11.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	11.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	10.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	10.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	9.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	9.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	9.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	8.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	8.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	6.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	5.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	5.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	5.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	4.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	3.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	3.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS39 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.2

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

23.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	40.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	36.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	36.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	33.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	32.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	32.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	32.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	31.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	30.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	30.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	29.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	29.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	29.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	28.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	28.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	28.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	28.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	28.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	28.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	28.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	27.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	27.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	27.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	27.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	27.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	27.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	27.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	26.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	26.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	26.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	25.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	25.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	25.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	25.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	25.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	25.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	25.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	24.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	24.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	24.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	24.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	24.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	24.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	23.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	23.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	23.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	23.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	22.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	22.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	21.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	21.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	21.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	21.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	21.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	20.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	20.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	20.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	19.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	18.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	18.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	18.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	17.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	17.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	15.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	15.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	15.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	15.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	14.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	14.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	14.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	14.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	13.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	12.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	8.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	6.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS39 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.49

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

16.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	56.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	47.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	46.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	46.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	38.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	37.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	36.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	36.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	36.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	35.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	34.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	34.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	34.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	33.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	32.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	32.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	32.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	31.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	31.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	31.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	31.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	31.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	31.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	31.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	30.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	30.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	29.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	29.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	29.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	28.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	28.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	28.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	27.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	27.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	27.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	27.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	27.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	26.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	26.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	26.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	26.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	25.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	25.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	25.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	25.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	25.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	24.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	24.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	24.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	24.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	24.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	23.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	23.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	23.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	23.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	23.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	23.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	23.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	23.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	23.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	23.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	23.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	23.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	22.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	22.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	22.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	22.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	22.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	22.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	22.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	22.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	22.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	22.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	21.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	21.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	21.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	21.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	21.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	21.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	21.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	21.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	21.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	20.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	20.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	20.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	19.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	19.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	19.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	19.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	19.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	19.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	18.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	18.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	18.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	18.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	18.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	18.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	17.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	17.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	17.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	17.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	17.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	17.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	17.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	17.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	17.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	17.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	17.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	17.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	17.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	17.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	16.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	16.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	16.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	16.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	16.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	16.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	15.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	15.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	15.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	15.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	15.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	15.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	14.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	14.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	14.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	14.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	14.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	14.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	13.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	13.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	13.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	13.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	13.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	13.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	13.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	12.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	12.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	12.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	12.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	12.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	12.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	12.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	11.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	11.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	11.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	10.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	10.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	10.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	10.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	9.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	9.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	9.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	9.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	8.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	7.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	7.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	7.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	6.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	5.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	5.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	5.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	5.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	4.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	4.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	4.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	4.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	4.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	4.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	4.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	4.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	3.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	3.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	3.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	3.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	1.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	1.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis