Expression of PPIF 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

PPIF is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 120.08

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

137.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	363.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	285.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	285.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	242.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	236.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	223.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	220.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	199.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	197.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	191.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	191.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	188.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	186.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	183.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	182.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	178.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	166.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	165.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	151.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	149.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	149.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	148.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	146.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	144.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	140.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	139.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	134.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	132.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	131.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	129.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	124.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	124.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	124.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	122.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	117.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	116.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	115.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	109.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	109.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	107.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	106.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	105.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	104.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	104.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	103.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	102.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	100.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	99.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	98.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	98.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	98.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	89.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	89.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	87.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	87.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	84.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	77.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	75.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	71.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	69.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	47.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	44.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	40.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	31.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.16

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

32.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	204.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	142.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	141.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	139.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	134.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	129.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	123.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	109.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	107.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	101.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	101.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	97.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	95.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	94.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	89.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	86.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	83.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	81.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	81.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	80.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	77.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	77.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	75.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	75.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	75.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	74.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	74.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	73.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	70.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	69.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	69.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	69.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	68.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	68.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	68.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	67.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	67.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	67.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	63.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	62.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	62.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	61.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	61.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	61.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	60.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	59.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	59.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	59.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	58.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	58.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	57.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	56.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	56.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	56.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	56.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	56.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	55.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	55.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	54.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	54.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	54.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	54.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	53.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	53.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	50.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	50.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	50.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	49.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	49.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	49.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	49.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	49.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	49.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	49.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	48.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	48.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	48.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	48.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	48.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	48.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	48.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	48.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	47.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	47.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	47.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	47.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	46.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	46.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	45.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	45.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	44.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	44.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	44.3
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	44.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	43.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	43.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	43.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	43.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	42.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	42.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	42.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	42.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	41.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	41.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	41.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	41.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	41.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	41.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	41.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	40.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	40.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	40.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	40.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	40.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	39.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	39.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	39.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	39.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	39.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	39.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	39.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	38.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	38.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	38.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	38.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	38.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	38.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	38.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	38.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	38.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	38.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	38.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	37.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	37.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	37.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	37.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	37.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	37.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	37.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	37.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	37.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	37.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	37.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	37.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	37.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	37.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	37.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	37.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	37.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	36.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	36.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	36.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	36.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	36.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	36.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	36.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	36.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	35.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	35.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	35.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	35.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	35.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	35.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	34.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	34.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	34.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	34.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	34.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	34.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	34.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	34.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	34.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	34.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	33.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	33.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	33.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	33.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	33.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	33.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	33.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	33.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	33.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	33.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	33.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	33.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	33.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	33.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	33.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	33.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	32.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	32.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	32.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	32.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	32.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	32.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	32.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	32.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	32.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	32.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	32.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	31.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	31.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	31.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	31.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	31.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	31.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	31.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	31.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	31.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	30.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	30.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	30.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	30.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	30.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	30.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	30.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	30.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	30.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	30.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	30.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	29.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	29.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	29.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	29.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	29.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	29.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	29.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	29.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	29.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	29.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	29.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	29.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	29.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	28.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	28.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	28.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	28.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	28.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	28.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	28.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	28.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	28.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	28.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	28.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	28.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	28.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	27.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	27.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	27.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	27.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	27.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	27.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	27.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	27.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	26.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	26.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	26.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	26.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	26.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	26.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	25.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	25.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	25.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	25.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	25.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	25.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	25.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	25.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	25.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	25.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	25.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	25.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	25.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	25.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	25.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	25.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	25.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	25.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	24.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	24.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	24.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	24.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	24.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	24.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	24.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	24.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	24.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	23.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	23.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	23.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	23.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	23.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	23.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	23.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	23.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	23.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	23.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	23.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	23.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	23.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	23.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	22.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	22.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	22.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	22.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	22.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	22.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	22.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	22.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	22.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	22.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	22.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	22.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	22.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	22.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	22.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	22.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	22.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	22.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	22.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	22.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	21.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	21.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	21.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	21.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	21.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	21.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	21.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	21.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	21.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	21.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	21.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	21.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	21.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	21.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	20.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	20.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	20.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	20.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	20.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	20.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	20.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	20.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	20.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	20.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	20.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	20.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	20.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	20.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	20.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	19.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	19.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	19.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	19.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	19.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	19.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	19.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	19.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.4
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	19.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	19.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	19.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	18.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	18.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	18.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	18.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	18.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	18.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	18.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	18.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	18.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	18.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	18.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	18.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	18.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	18.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	17.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	17.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	17.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	17.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	17.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	17.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	17.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	17.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	17.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	17.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	17.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	17.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	17.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	17.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	17.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	17.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	17.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	17.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	17.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	16.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	16.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	16.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	16.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	16.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	16.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	16.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	15.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	15.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	15.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	15.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	15.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	15.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	15.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	15.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	15.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	15.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	15.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	14.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	14.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	14.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	14.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	14.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	14.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	14.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	13.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	13.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	13.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	13.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	13.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	13.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	13.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	13.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	13.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	12.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	12.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	12.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	12.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	12.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	12.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	12.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	12.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	12.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	12.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	11.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	11.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	11.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	11.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	10.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	10.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	10.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	9.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	9.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	9.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	9.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	9.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	8.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	8.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	8.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.9

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

36.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	127.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	119.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	104.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	84.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	80.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	77.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	77.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	62.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	61.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	61.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	51.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	51.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	50.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	50.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	50.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	49.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	49.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	48.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	47.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	45.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	44.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	43.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	43.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	43.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	42.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	42.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	40.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	38.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	38.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	38.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	37.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	37.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	36.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	36.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	35.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	34.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	34.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	34.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	33.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	33.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	33.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	32.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	32.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	32.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	32.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	31.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	31.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	31.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	30.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	30.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	30.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	30.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	30.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	29.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	29.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	29.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	29.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	28.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	28.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	28.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	27.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	27.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	27.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	27.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	27.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	26.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	26.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	26.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	26.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	25.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	25.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	25.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	25.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	25.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	24.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	24.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	24.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	23.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	23.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	21.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	21.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	20.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	20.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	18.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	17.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	15.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	13.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	11.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	11.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	10.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 52.13

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

62.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	347.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	246.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	244.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	226.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	177.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	175.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	170.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	166.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	164.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	162.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	154.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	154.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	152.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	152.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	141.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	135.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	134.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	133.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	132.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	131.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	130.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	129.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	128.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	124.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	113.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	111.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	109.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	102.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	101.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	101.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	98.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	97.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	96.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	96.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	96.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	95.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	95.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	94.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	94.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	93.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	93.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	93.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	93.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	92.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	92.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	89.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	89.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	89.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	89.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	88.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	88.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	85.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	84.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	84.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	83.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	82.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	81.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	81.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	81.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	81.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	81.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	81.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	80.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	80.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	80.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	79.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	78.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	77.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	76.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	75.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	75.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	75.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	74.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	74.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	74.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	73.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	73.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	72.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	72.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	71.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	71.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	71.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	71.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	70.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	70.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	70.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	69.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	69.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	69.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	68.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	68.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	67.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	67.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	66.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	66.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	66.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	66.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	65.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	65.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	65.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	65.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	65.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	65.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	65.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	64.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	63.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	63.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	62.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	62.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	62.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	61.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	60.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	60.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	60.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	60.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	60.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	59.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	58.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	58.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	58.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	58.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	58.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	58.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	57.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	57.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	57.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	57.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	57.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	56.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	56.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	56.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	56.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	56.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	55.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	55.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	55.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	54.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	54.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	54.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	53.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	52.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	52.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	52.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	52.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	51.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	51.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	51.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	51.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	50.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	50.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	50.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	50.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	50.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	49.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	49.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	49.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	48.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	48.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	48.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	48.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	48.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	48.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	47.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	47.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	47.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	47.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	46.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	46.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	46.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	46.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	46.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	45.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	45.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	45.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	44.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	44.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	44.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	44.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	44.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	44.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	43.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	43.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	43.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	43.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	43.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	42.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	42.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	42.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	42.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	42.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	41.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	41.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	41.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	40.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	40.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	40.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	39.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	39.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	38.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	38.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	38.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	38.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	38.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	38.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	37.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	37.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	37.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	36.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	36.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	35.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	34.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	34.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	33.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	33.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	33.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	32.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	32.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	32.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	32.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	32.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	31.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	31.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	31.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	30.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	30.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	30.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	30.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	30.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	29.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	29.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	29.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	29.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	29.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	29.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	29.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	29.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	28.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	28.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	28.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	28.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	28.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	27.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	27.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	27.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	26.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	26.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	25.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	25.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	24.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	24.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	24.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	24.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	24.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	23.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	23.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	23.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	23.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	23.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	23.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	23.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	22.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	22.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	22.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	21.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	21.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	21.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	20.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	20.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	20.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	19.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	18.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	18.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	18.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	14.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	13.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	12.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	11.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	11.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	10.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	8.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	2.2
CPT0078660003	Tumor	1.9
CPT0079180003	Tumor	1.4
CPT0088970003	Tumor	1.0
CPT0012770003	Normal	0.7
CPT0088500001	Normal	0.7
CPT0088640003	Normal	0.6
CPT0077500001	Normal	0.6
CPT0000790001	Normal	0.6
CPT0079000001	Normal	0.6
CPT0001550001	Normal	0.6
CPT0079430001	Normal	0.5
CPT0066430001	Normal	0.5
CPT0078530001	Normal	0.5
CPT0063330001	Normal	0.5
CPT0076350001	Normal	0.5
CPT0009080003	Normal	0.5
CPT0023710001	Normal	0.5
CPT0086890003	Normal	0.5
CPT0014470001	Normal	0.5
CPT0078940001	Normal	0.5
CPT0007870001	Normal	0.5
CPT0012570003	Normal	0.5
CPT0001230001	Normal	0.5
CPT0078840001	Normal	0.5
CPT0026420001	Normal	0.4
CPT0069010001	Normal	0.4
CPT0012640003	Normal	0.4
CPT0002370001	Normal	0.4
CPT0079300001	Normal	0.4
CPT0081620001	Normal	0.4
CPT0089040001	Normal	0.4
CPT0064400001	Normal	0.4
CPT0078670001	Normal	0.4
CPT0025610001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0065450001	Normal	0.4
CPT0020020001	Normal	0.4
CPT0001510001	Normal	0.4
CPT0020130001	Normal	0.4
CPT0012180003	Tumor	0.4
CPT0025920001	Normal	0.4
CPT0088780001	Normal	0.4
CPT0088710001	Normal	0.4
CPT0024680001	Normal	0.4
CPT0001340003	Tumor	0.4
CPT0086830003	Normal	0.4
CPT0023360001	Normal	0.3
CPT0089480003	Normal	0.3
CPT0077140001	Normal	0.3
CPT0001350001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0001190001	Normal	0.3
CPT0007470001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0088920001	Normal	0.3
CPT0023350003	Tumor	0.3
CPT0019160001	Normal	0.3
CPT0009020003	Normal	0.3
CPT0069190001	Normal	0.3
CPT0092310003	Normal	0.3
CPT0018250001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0092800003	Normal	0.3
CPT0082010001	Normal	0.3
CPT0079510001	Normal	0.3
CPT0066520001	Normal	0.2
CPT0006950001	Normal	0.2
CPT0014350001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0013790003	Normal	0.2
CPT0088570001	Normal	0.2
CPT0006530001	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0086970003	Normal	0.2
CPT0087050003	Normal	0.2
CPT0092740003	Normal	0.1
CPT0012290003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0025060001	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0063640001	Normal	0.1
CPT0078800003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0088550004	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0012670003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0075570001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0015730003	Tumor	-0.1
CPT0012280003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0064370003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
CPT0025050003	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0009060003	Tumor	-0.3
CPT0002350011	Tumor	-0.3
CPT0081880003	Tumor	-0.3
CPT0086360003	Tumor	-0.4
CPT0063630003	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0001270001	Normal	-0.4
CPT0092190003	Normal	-0.4
CPT0017850003	Tumor	-0.4
CPT0011410003	Tumor	-0.4
CPT0084590001	Normal	-0.4
CPT0019990003	Tumor	-0.5
CPT0087040003	Tumor	-0.5
CPT0024670003	Tumor	-0.5
CPT0088480003	Tumor	-0.5
CPT0017410003	Tumor	-0.5
CPT0010110003	Tumor	-0.5
CPT0014450004	Tumor	-0.5
CPT0092290003	Tumor	-0.6
CPT0026410003	Tumor	-0.6
CPT0084560003	Tumor	-0.6
CPT0021240003	Tumor	-0.6
CPT0010160003	Tumor	-0.6
CPT0092160003	Tumor	-0.6
CPT0007860003	Tumor	-0.7
CPT0075560003	Tumor	-0.7
CPT0006900003	Tumor	-0.7
CPT0071150004	Tumor	-0.7
CPT0025230003	Tumor	-0.7
CPT0092730003	Tumor	-0.7
CPT0012080003	Tumor	-0.7
CPT0077310003	Tumor	-0.7
CPT0077320001	Normal	-0.7
CPT0079380003	Tumor	-0.7
CPT0000870016	Tumor	-0.7
CPT0089020003	Tumor	-0.7
CPT0009000003	Tumor	-0.7
CPT0089460004	Tumor	-0.7
CPT0078930003	Tumor	-0.7
CPT0086950003	Tumor	-0.8
CPT0014160003	Tumor	-0.8
CPT0025880003	Tumor	-0.8
CPT0078990003	Tumor	-0.8
CPT0088900003	Tumor	-0.8
CPT0075720003	Tumor	-0.8
CPT0001220008	Tumor	-0.8
CPT0019130003	Tumor	-0.8
CPT0066470004	Tumor	-0.8
CPT0001260009	Tumor	-0.8
CPT0063320003	Tumor	-0.9
CPT0001180009	Tumor	-0.9
CPT0012900004	Tumor	-0.9
CPT0014370004	Tumor	-0.9
CPT0066480003	Tumor	-0.9
CPT0086030003	Tumor	-0.9
CPT0001540009	Tumor	-0.9
CPT0006630003	Tumor	-0.9
CPT0079480003	Tumor	-0.9
CPT0025580004	Tumor	-1.0
CPT0006440003	Tumor	-1.0
CPT0092790003	Tumor	-1.0
CPT0011240003	Tumor	-1.0
CPT0065810003	Tumor	-1.0
CPT0025170003	Tumor	-1.0
CPT0015910003	Tumor	-1.0
CPT0069000003	Tumor	-1.0
CPT0086870003	Tumor	-1.0
CPT0081600003	Tumor	-1.0
CPT0000780007	Tumor	-1.0
CPT0088630003	Tumor	-1.1
CPT0088760003	Tumor	-1.1
CPT0078510003	Tumor	-1.1
CPT0079270003	Tumor	-1.1
CPT0077110003	Tumor	-1.1
CPT0077490003	Tumor	-1.1
CPT0023690003	Tumor	-1.1
CPT0078830003	Tumor	-1.2
CPT0065870003	Tumor	-1.2
CPT0079230003	Tumor	-1.3
CPT0081990003	Tumor	-1.3
CPT0012370003	Tumor	-1.3
CPT0000640003	Tumor	-1.4
CPT0085670003	Tumor	-1.5
CPT0025110003	Tumor	-1.5
CPT0065690003	Tumor	-1.6
CPT0025290003	Tumor	-1.6
CPT0025350003	Tumor	-1.7
CPT0065930003	Tumor	-1.8
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RENAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis