Expression of VPS41 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

VPS41 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.19

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

23.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	66.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	57.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	54.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	50.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	50.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	49.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	47.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	47.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	44.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	44.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	42.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	42.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	38.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	37.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	36.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	36.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	32.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	32.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	31.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	30.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	26.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	24.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	24.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	23.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	23.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	22.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	22.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	22.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	22.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	21.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	20.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	20.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	18.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	15.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	15.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	14.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	14.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	14.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	13.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	13.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	13.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	12.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	12.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	11.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	11.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	10.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	9.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	9.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	7.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	6.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS41 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.33

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

21.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	97.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	74.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	63.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	58.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	55.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	52.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	52.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	50.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	50.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	48.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	48.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	48.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	47.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	47.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	46.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	46.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	46.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	46.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	46.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	45.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	45.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	44.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	44.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	44.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	43.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	43.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	43.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	43.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	42.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	42.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	42.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	42.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	42.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	42.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	41.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	41.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	40.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	40.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	39.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	39.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	39.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	39.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	39.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	39.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	39.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	39.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	39.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	39.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	38.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	38.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	38.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	38.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	38.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	38.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	38.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	38.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	38.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	37.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	37.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	37.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	37.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	37.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	37.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	37.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	37.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	37.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	37.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	37.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	36.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	36.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	36.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	36.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	36.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	36.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	35.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	35.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	35.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	35.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	35.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	35.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	35.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	35.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	35.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	35.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	35.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	35.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	35.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	34.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	34.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	34.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	34.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	34.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	34.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	34.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	34.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	34.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	34.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	34.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	33.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	33.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	33.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	33.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	33.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	33.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	33.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	32.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	32.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	32.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	32.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	32.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	32.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	32.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	32.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	31.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	31.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	31.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	31.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	31.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	31.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	30.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	30.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	30.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	30.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	30.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	30.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	30.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	30.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	30.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	30.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	29.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	29.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	29.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	29.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	29.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	29.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	29.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	29.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	28.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	28.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	28.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	28.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	28.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	28.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	28.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	28.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	28.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	28.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	28.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	28.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	27.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	27.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	27.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	27.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	27.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	27.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	27.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	27.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	27.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	27.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	27.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	26.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	26.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	26.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	26.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	26.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	26.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	26.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	26.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	26.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	26.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	26.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	26.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	26.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	26.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	26.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	26.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	26.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	26.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	25.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	25.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	25.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	25.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	25.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	25.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	25.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	25.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	25.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	25.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	25.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	25.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	25.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	25.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	25.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	24.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	24.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	24.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	24.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	24.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	24.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	24.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	24.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	24.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	24.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	24.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	24.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	24.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	24.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	24.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	24.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	24.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	24.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	23.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	23.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	23.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	23.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	23.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	23.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	23.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	23.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	23.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	23.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	22.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	22.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	22.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	22.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	22.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	22.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	22.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	22.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	22.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	22.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	22.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	22.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	22.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	21.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	21.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	21.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	21.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	21.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	21.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	21.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	21.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	21.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	21.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	20.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	20.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	20.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	20.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	20.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	20.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	20.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	20.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	20.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	20.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	20.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	20.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	20.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	20.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	20.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	20.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	20.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	20.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	19.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	19.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	19.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	19.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	19.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	19.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	19.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	19.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	19.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	19.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	19.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	19.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	19.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	18.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	18.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	18.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	18.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	18.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	18.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	18.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	18.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	17.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	17.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	17.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	17.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	17.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	17.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	16.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	16.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	16.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	16.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	16.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	16.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	16.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	16.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	16.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	16.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	16.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	15.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	15.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	15.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	15.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	15.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	15.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	15.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	15.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	15.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	14.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	14.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	14.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	14.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	14.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	14.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	14.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	14.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	14.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	14.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	14.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	14.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	13.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	13.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	13.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	13.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	13.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	13.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	13.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	13.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	12.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	12.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	12.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	12.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	12.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	12.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	12.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	12.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	12.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	11.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	11.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	11.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	11.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	11.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	11.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	11.1
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	11.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	11.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	10.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	10.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	10.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	10.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	9.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	9.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	9.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	8.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	8.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	8.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	7.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	7.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	6.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	6.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	6.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.1
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-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	5.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	4.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS41 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.87

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

37.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	103.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	80.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	71.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	70.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	69.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	61.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	56.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	55.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	54.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	54.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	53.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	53.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	51.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	51.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	51.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	51.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	50.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	50.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	49.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	49.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	49.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	48.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	46.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	45.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	45.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	44.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	44.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	43.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	43.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	43.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	42.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	42.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	42.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	41.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	41.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	41.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	41.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	40.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	40.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	39.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	39.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	39.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	39.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	39.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	38.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	38.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	38.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	38.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	37.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	37.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	37.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	37.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	35.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	35.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	35.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	33.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	33.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	32.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	32.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	31.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	31.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	30.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	30.9
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	30.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	30.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	29.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	29.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	29.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	29.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	28.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	28.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	27.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	27.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	27.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	26.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	26.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	26.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	25.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	23.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	23.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	21.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	19.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	19.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	17.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	17.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	16.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	15.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	15.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	14.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	12.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	11.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

VPS41 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.01

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

20.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	93.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	90.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	78.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	77.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	67.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	63.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	63.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	62.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	62.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	61.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	52.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	50.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	49.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	49.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	49.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	48.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	47.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	46.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	44.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	43.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	41.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	40.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	39.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	38.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	38.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	38.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	38.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	37.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	36.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	36.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	35.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	35.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	35.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	34.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	34.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	33.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	33.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	33.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	33.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	33.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	33.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	33.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	32.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	32.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	32.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	32.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	32.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	31.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	31.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	31.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	31.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	30.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	30.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	30.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	30.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	29.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	29.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	28.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	28.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	28.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	28.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	27.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	27.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	27.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	27.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	27.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	26.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	26.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	25.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	25.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	25.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	25.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	25.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	25.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	24.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	24.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	24.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	24.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	23.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	23.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	23.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	23.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	23.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	22.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	22.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	22.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	22.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	22.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	22.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	22.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	22.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	22.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	21.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	21.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	21.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	21.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	21.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	20.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	20.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	20.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	20.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	20.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	20.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	20.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	20.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	20.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	19.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	19.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	19.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	19.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	19.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	18.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	18.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	18.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	18.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	18.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	18.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	18.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	17.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	17.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	17.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	17.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	17.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	17.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	17.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	16.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	16.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	16.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	16.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	16.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	16.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	16.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	16.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	16.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	16.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	16.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	16.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	15.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	15.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	15.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	15.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	15.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	15.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	15.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	15.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	15.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	14.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	14.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	14.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	14.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	14.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	14.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	13.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	13.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	13.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	13.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	13.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	13.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	13.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	13.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	13.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	13.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	13.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	13.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	12.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	12.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	12.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	12.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	12.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	11.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	11.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	11.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	10.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	10.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	10.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	9.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	9.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	9.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	8.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	8.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	8.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	8.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	7.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	7.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	7.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	7.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	7.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	2.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	1.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	1.7
CPT0078660003	Tumor	1.5
CPT0088550004	Tumor	0.9
CPT0007320003	Tumor	0.6
CPT0002270011	Tumor	0.6
CPT0001340003	Tumor	0.6
CPT0010110003	Tumor	0.6
CPT0088480003	Tumor	0.5
CPT0065430003	Tumor	0.5
CPT0015730003	Tumor	0.5
CPT0078800003	Tumor	0.5
CPT0025050003	Tumor	0.4
CPT0012180003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0075560003	Tumor	0.4
CPT0014450004	Tumor	0.3
CPT0081880003	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0014160003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0023350003	Tumor	0.3
CPT0077310003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0017850003	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0086360003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0079380003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0012370003	Tumor	0.2
CPT0019130003	Tumor	0.2
CPT0076350001	Normal	0.2
CPT0075130003	Tumor	0.2
CPT0025580004	Tumor	0.1
CPT0017410003	Tumor	0.1
CPT0065810003	Tumor	0.1
CPT0078510003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0063630003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0009060003	Tumor	0.1
CPT0078990003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0006900003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0066480003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0075170001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0077110003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0079270003	Tumor	0.1
CPT0066470004	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0015810003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0023690003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0021240003	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0025110003	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0075570001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0082010001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0017450001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0012640003	Normal	0.0
CPT0012090003	Normal	0.0
CPT0012670003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0077140001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0079510001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0075720003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0065690003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0077490003	Tumor	-0.1
CPT0009080003	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0089460004	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0011240003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0079300001	Normal	-0.1
CPT0023360001	Normal	-0.2
CPT0088690003	Tumor	-0.2
CPT0007470001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0077500001	Normal	-0.2
CPT0071150004	Tumor	-0.2
CPT0020130001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0025350003	Tumor	-0.2
CPT0000790001	Normal	-0.2
CPT0069000003	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0065930003	Tumor	-0.2
CPT0089480003	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0019990003	Tumor	-0.2
CPT0079000001	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0007860003	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0001230001	Normal	-0.2
CPT0024680001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0064400001	Normal	-0.3
CPT0025920001	Normal	-0.3
CPT0069160003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0088900003	Tumor	-0.4
CPT0076330003	Tumor	-0.4
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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 HPA020080	Antibody HPA020299
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