Expression of PLAU 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

PLAU is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.96

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

26.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	1071.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	156.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	46.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	40.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	39.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	35.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	21.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	16.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	15.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	15.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	15.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	13.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	10.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	9.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	8.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	7.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	6.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	6.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	4.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	4.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	4.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	4.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	3.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	3.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	3.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	3.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	3.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	3.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	2.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	2.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	2.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	2.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	1.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	1.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	1.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	1.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.78

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

24.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	271.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	247.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	235.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	196.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	193.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	175.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	175.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	162.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	160.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	158.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	153.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	150.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	136.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	127.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	116.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	107.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	103.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	94.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	88.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	85.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	84.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	82.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	81.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	78.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	78.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	78.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	72.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	71.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	67.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	65.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	65.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	64.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	60.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	59.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	59.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	57.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	57.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	57.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	56.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	55.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	55.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	55.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	53.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	53.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	50.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	50.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	49.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	46.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	46.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	45.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	43.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	43.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	42.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	42.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	41.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	40.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	39.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	39.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	39.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	39.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	39.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	38.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	38.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	38.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	38.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	38.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	38.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	38.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	37.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	37.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	36.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	36.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	36.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	36.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	36.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	35.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	35.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	35.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	35.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	35.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	35.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	35.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	34.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	33.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	33.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	33.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	33.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	33.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	32.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	32.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	32.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	32.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	31.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	31.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	31.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	31.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	31.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	31.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	30.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	30.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	30.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	30.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	30.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	29.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	29.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	29.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	28.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	28.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	28.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	28.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	28.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	27.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	27.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	27.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	27.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	27.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	27.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	27.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	27.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	27.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	27.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	26.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	26.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	26.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	26.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	26.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	25.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	25.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	25.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	25.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	25.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	25.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	24.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	24.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	24.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	23.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	23.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	23.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	23.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	23.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	23.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	23.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	23.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	22.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	22.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	22.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	22.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	22.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	22.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	22.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	22.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	22.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	22.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	22.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	22.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	22.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	22.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	21.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	21.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	21.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	21.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	21.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	21.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	21.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	21.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	21.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	21.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	21.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	21.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	21.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	20.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	20.5
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	20.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	20.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	20.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	20.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	20.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	20.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	19.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	19.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	19.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	19.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	19.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	19.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	18.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	18.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	18.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	18.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	18.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	18.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	18.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	18.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	18.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	18.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	18.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	18.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	18.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	18.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	18.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	18.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	17.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	17.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	17.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	17.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	17.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	17.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	17.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	17.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	17.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	17.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	17.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	17.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	17.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	16.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	16.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	16.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	16.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	16.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	16.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	16.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	16.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	16.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	16.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	16.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	16.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	16.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	16.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	16.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	16.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	16.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	15.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	15.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	15.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	15.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	15.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	15.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	15.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	15.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	15.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	15.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	15.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	15.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	15.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	15.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	15.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	15.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	15.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	15.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	15.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	14.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	14.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	14.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	14.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	14.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	14.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	14.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	14.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	14.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	14.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	14.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	14.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	14.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	14.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	14.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	13.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	13.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	13.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	13.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	13.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	13.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	13.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	13.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	13.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	13.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	13.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	13.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	13.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	13.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	13.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	12.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	12.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	12.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	12.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	12.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	12.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	12.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	12.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	12.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	12.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	12.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	12.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	12.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	11.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	11.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	11.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	11.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	11.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	11.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	11.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	11.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	11.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	11.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	11.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	11.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	11.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	11.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	10.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	10.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	10.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	10.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	10.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	10.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	10.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	10.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	10.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	9.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	9.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	9.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	9.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	9.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	9.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	9.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	9.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	9.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	9.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	9.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	9.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	9.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	9.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	9.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	8.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	8.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	8.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	8.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	8.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	8.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	8.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	8.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	8.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	8.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	8.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	7.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	7.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	7.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	7.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	7.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	7.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	7.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	7.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	6.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	6.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	6.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	5.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	5.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	4.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	4.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	4.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	4.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	4.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	3.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	3.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	2.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	2.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 47.16

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

42.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	431.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	346.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	233.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	154.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	131.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	127.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	120.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	108.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	100.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	84.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	70.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	70.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	67.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	66.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	56.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	55.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	55.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	55.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	53.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	50.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	49.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	47.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	46.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	46.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	45.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	40.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	40.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	40.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	39.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	38.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	37.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	33.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	31.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	29.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	28.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	28.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	28.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	27.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	26.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	26.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	25.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	25.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	25.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	25.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	25.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	24.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	24.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	24.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	24.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	23.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	23.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	22.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	22.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	22.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	22.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	21.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	21.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	21.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	21.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	21.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	21.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	21.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	20.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	19.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	19.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	18.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	18.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	18.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	16.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	15.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	14.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	14.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	11.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	10.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	10.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	10.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	9.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	9.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 46.54

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

41.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	516.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	405.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	383.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	259.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	189.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	174.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	165.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	153.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	152.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	138.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	131.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	123.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	122.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	120.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	119.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	117.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	114.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	112.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	103.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	102.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	99.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	96.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	91.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	90.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	90.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	88.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	88.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	88.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	84.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	83.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	79.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	78.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	78.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	78.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	76.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	76.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	75.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	74.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	74.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	73.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	73.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	72.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	72.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	68.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	68.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	68.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	67.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	67.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	66.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	66.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	65.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	64.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	64.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	63.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	62.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	62.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	61.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	61.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	61.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	61.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	60.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	57.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	56.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	56.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	56.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	55.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	54.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	54.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	54.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	52.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	52.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	51.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	51.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	50.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	49.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	48.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	48.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	48.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	46.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	46.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	46.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	46.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	45.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	45.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	44.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	44.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	44.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	43.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	43.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	43.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	43.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	42.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	42.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	41.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	41.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	41.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	41.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	40.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	40.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	39.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	39.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	39.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	39.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	38.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	36.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	36.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	36.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	36.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	36.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	35.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	34.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	34.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	34.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	34.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	34.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	34.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	33.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	33.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	33.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	33.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	32.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	32.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	31.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	31.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	31.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	30.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	30.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	30.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	30.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	30.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	29.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	29.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	29.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	28.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	28.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	27.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	27.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	27.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	26.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	26.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	25.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	25.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	25.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	25.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	24.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	24.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	23.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	23.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	23.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	23.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	23.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	22.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	22.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	22.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	21.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	21.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	21.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	21.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	21.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	20.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	20.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	20.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	20.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	20.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	20.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	19.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	19.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	18.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	18.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	18.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	18.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	17.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	17.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	17.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	17.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	17.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	17.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	17.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	16.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	15.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	15.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	14.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	14.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	14.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	13.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	13.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	13.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	13.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	12.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	12.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	11.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	11.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	11.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	10.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	10.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	10.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	10.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	10.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	9.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	8.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	8.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	8.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	8.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	8.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	8.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	8.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	7.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	6.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	5.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	5.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	5.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	5.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	5.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	4.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	4.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	4.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	4.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	4.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	3.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	3.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	3.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	3.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	3.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	3.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	2.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	2.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	2.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	1.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	1.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	1.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.5
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0084560003	Tumor	3.0
CPT0076330003	Tumor	2.6
CPT0012640003	Normal	1.7
CPT0079410003	Tumor	1.5
CPT0001260009	Tumor	1.4
CPT0063630003	Tumor	1.3
CPT0084590001	Normal	1.2
CPT0017850003	Tumor	1.1
CPT0079510001	Normal	1.1
CPT0023350003	Tumor	1.0
CPT0002370001	Normal	1.0
CPT0009020003	Normal	0.9
CPT0007860003	Tumor	0.9
CPT0088500001	Normal	0.8
CPT0092290003	Tumor	0.7
CPT0014160003	Tumor	0.7
CPT0075170001	Normal	0.7
CPT0012920003	Normal	0.7
CPT0001230001	Normal	0.6
CPT0092190003	Normal	0.6
CPT0017410003	Tumor	0.5
CPT0012280003	Tumor	0.5
CPT0075560003	Tumor	0.5
CPT0077500001	Normal	0.5
CPT0019160001	Normal	0.5
CPT0065750003	Tumor	0.4
CPT0077320001	Normal	0.4
CPT0000660001	Normal	0.4
CPT0001270001	Normal	0.4
CPT0025920001	Normal	0.4
CPT0078530001	Normal	0.4
CPT0063330001	Normal	0.3
CPT0092730003	Tumor	0.3
CPT0088710001	Normal	0.3
CPT0086950003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0069160003	Tumor	0.2
CPT0069190001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0025170003	Tumor	0.2
CPT0086970003	Normal	0.2
CPT0089040001	Normal	0.2
CPT0088690003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0078940001	Normal	0.1
CPT0078510003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0064400001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0078670001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0017450001	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0001190001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0018250001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0081990003	Tumor	-0.2
CPT0010170001	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0002350011	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0088760003	Tumor	-0.3
CPT0006630003	Tumor	-0.3
CPT0001220008	Tumor	-0.3
CPT0081620001	Normal	-0.3
CPT0079430001	Normal	-0.3
CPT0021240003	Tumor	-0.3
CPT0006730001	Normal	-0.3
CPT0069000003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0089480003	Normal	-0.3
CPT0019130003	Tumor	-0.3
CPT0088640003	Normal	-0.4
CPT0079230003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0012090003	Normal	-0.4
CPT0079380003	Tumor	-0.4
CPT0071150004	Tumor	-0.4
CPT0025880003	Tumor	-0.4
CPT0088780001	Normal	-0.4
CPT0078990003	Tumor	-0.4
CPT0012180003	Tumor	-0.5
CPT0001350001	Normal	-0.5
CPT0025230003	Tumor	-0.5
CPT0081880003	Tumor	-0.5
CPT0023360001	Normal	-0.5
CPT0081600003	Tumor	-0.5
CPT0086820003	Tumor	-0.5
CPT0076350001	Normal	-0.6
CPT0014370004	Tumor	-0.6
CPT0077110003	Tumor	-0.6
CPT0078800003	Tumor	-0.6
CPT0075570001	Normal	-0.6
CPT0012080003	Tumor	-0.6
CPT0077490003	Tumor	-0.6
CPT0087050003	Normal	-0.6
CPT0064370003	Tumor	-0.6
CPT0025610001	Normal	-0.6
CPT0088630003	Tumor	-0.6
CPT0086870003	Tumor	-0.6
CPT0075720003	Tumor	-0.7
CPT0009000003	Tumor	-0.7
CPT0078660003	Tumor	-0.7
CPT0010160003	Tumor	-0.7
CPT0065870003	Tumor	-0.7
CPT0089020003	Tumor	-0.7
CPT0089460004	Tumor	-0.7
CPT0078930003	Tumor	-0.7
CPT0000870016	Tumor	-0.8
CPT0025580004	Tumor	-0.8
CPT0015810003	Tumor	-0.8
CPT0092740003	Normal	-0.8
CPT0087040003	Tumor	-0.8
CPT0078830003	Tumor	-0.8
CPT0001180009	Tumor	-0.8
CPT0012900004	Tumor	-0.9
CPT0015730003	Tumor	-0.9
CPT0079480003	Tumor	-1.0
CPT0010110003	Tumor	-1.0
CPT0009060003	Tumor	-1.0
CPT0092160003	Tumor	-1.1
CPT0088480003	Tumor	-1.1
CPT0006950001	Normal	-1.1
CPT0065690003	Tumor	-1.2
CPT0025290003	Tumor	-1.2
CPT0065930003	Tumor	-1.3
CPT0011410003	Tumor	-1.3
CPT0025110003	Tumor	-1.5
CPT0002270011	Tumor	-1.7
CPT0025350003	Tumor	-2.4
CPT0026410003	Tumor	N/A
CPT0000790001	Normal	N/A
CPT0088570001	Normal	N/A
CPT0065820001	Normal	N/A
CPT0011240003	Tumor	N/A
CPT0088900003	Tumor	N/A
CPT0024670003	Tumor	N/A
CPT0088970003	Tumor	N/A
CPT0066480003	Tumor	N/A
CPT0092790003	Tumor	N/A
CPT0088550004	Tumor	N/A
CPT0012570003	Normal	N/A
CPT0019990003	Tumor	N/A
CPT0000780007	Tumor	N/A
CPT0001510001	Normal	N/A
CPT0006440003	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0014470001	Normal	N/A
CPT0086360003	Tumor	N/A
CPT0079180003	Tumor	N/A
CPT0079270003	Tumor	N/A
CPT0024680001	Normal	N/A
CPT0020020001	Normal	N/A
CPT0066520001	Normal	N/A
CPT0001500009	Tumor	N/A
CPT0012770003	Normal	N/A
CPT0066470004	Tumor	N/A
CPT0065450001	Normal	N/A
CPT0092800003	Normal	N/A
CPT0088920001	Normal	N/A
CPT0012550003	Tumor	N/A
CPT0006530001	Normal	N/A
CPT0065430003	Tumor	N/A
CPT0014450004	Tumor	N/A
CPT0012370003	Tumor	N/A
CPT0066430001	Normal	N/A
CPT0001540009	Tumor	N/A
CPT0065810003	Tumor	N/A
CPT0079300001	Normal	N/A
CPT0013790003	Normal	N/A
CPT0026420001	Normal	N/A
CPT0086370003	Normal	N/A
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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 HPA070796
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