Expression of SLPI 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

SLPI is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.56

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

6.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	51.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	43.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	42.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	38.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	37.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	30.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	23.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	20.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	18.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	18.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	9.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	5.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	5.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	4.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	4.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	4.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	4.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	2.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	2.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	1.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	0.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	0.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	0.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	0.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	0.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	0.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLPI is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.79

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

72.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	3698.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3397.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3022.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	1833.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	1825.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1307.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	877.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	842.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	797.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	769.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	711.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	703.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	597.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	597.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	499.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	480.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	462.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	429.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	420.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	419.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	396.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	389.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	347.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	346.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	332.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	323.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	279.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	273.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	271.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	266.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	265.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	262.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	244.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	220.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	207.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	204.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	187.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	180.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	174.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	171.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	162.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	158.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	156.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	154.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	149.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	149.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	146.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	145.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	133.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	133.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	127.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	124.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	121.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	119.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	117.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	115.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	114.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	113.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	112.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	108.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	103.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	100.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	94.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	89.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	87.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	86.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	85.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	83.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	82.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	80.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	80.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	77.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	77.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	77.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	76.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	76.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	75.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	73.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	70.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	69.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	69.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	68.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	67.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	67.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	65.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	63.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	62.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	62.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	62.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	57.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	57.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	57.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	55.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	53.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	52.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	52.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	51.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	51.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	50.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	50.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	50.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	49.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	49.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	49.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	48.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	48.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	47.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	47.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	46.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	45.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	45.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	45.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	43.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	43.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	43.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	42.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	41.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	41.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	39.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	39.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	39.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	38.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	37.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	37.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	37.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	36.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	36.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	36.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	36.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	35.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	35.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	35.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	34.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	32.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	31.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	31.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	30.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	30.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	30.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	28.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	26.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	25.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	24.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	23.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	23.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	23.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	21.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	21.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	21.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	20.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	20.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	20.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	20.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	19.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	19.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	19.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	18.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	18.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	18.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	18.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	18.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	17.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	17.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	16.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	16.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	15.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	15.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	15.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	15.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	14.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	14.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	13.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	13.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	13.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	13.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	13.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	13.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	13.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	12.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	12.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	11.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	10.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	10.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	9.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	9.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	8.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	7.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	7.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	7.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	7.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	7.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	6.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	6.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	6.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	6.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	6.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	6.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	6.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	6.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	6.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	6.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	6.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	5.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	5.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	5.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	5.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	5.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	5.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	5.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	5.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	5.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	5.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	5.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	5.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	4.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	4.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	4.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	4.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	4.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	4.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	4.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	4.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	4.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	4.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	4.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	4.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	4.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	4.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	4.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	4.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	4.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	4.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	4.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	3.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	3.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	3.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	3.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	3.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	3.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	3.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	3.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	3.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	3.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	3.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	3.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	3.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	3.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	3.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	3.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	2.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	2.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	2.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	2.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	2.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	2.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	2.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	2.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	2.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	2.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	2.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	2.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	2.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	2.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	2.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	2.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	2.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	2.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	2.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	2.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	2.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	2.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	2.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	2.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	2.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	2.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	2.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	2.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	2.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	2.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	2.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	2.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	1.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	1.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	1.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	1.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	1.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	1.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	1.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	1.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	1.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	1.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	1.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	1.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	1.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	1.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	1.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	1.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	1.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	1.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	1.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	1.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	1.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	1.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	1.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	1.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	1.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	1.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	1.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	1.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	1.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	1.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	1.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	1.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	1.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	1.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	1.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	1.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	1.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	1.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	1.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	1.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	1.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	1.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	1.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	1.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	1.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	1.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	1.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	1.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	1.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	1.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	0.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	0.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	0.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	0.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	0.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	0.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	0.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	0.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	0.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	0.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	0.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	0.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	0.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	0.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	0.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	0.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	0.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	0.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	0.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	0.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	0.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	0.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	0.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	0.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	0.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	0.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	0.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	0.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	0.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	0.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	0.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	0.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	0.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	0.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	0.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	0.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	0.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	0.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	0.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	0.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	0.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	0.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	0.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	0.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	0.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	0.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	0.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	0.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	0.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	0.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	0.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	0.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	0.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	0.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	0.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	0.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	0.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	0.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	0.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	0.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	0.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	0.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	0.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	0.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	0.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	0.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	0.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	0.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	0.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	0.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	0.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	0.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	0.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	0.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	0.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	0.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	0.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	0.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	0.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	0.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	0.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	0.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	0.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	0.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	0.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	0.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	0.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	0.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	0.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	0.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	0.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	0.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	0.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	0.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	0.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	0.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	0.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	0.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	0.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	0.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	0.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	0.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	0.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	0.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	0.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	0.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	0.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	0.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	0.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	0.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	0.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	0.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	0.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	0.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	0.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	0.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	0.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	0.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	0.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	0.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	0.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	0.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	0.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	0.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	0.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	0.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	0.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	0.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	0.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	0.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	0.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	0.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.18

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

87.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	4811.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	645.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	441.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	396.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	379.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	309.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	270.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	145.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	140.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	140.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	81.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	80.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	62.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	52.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	52.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	49.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	47.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	46.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	45.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	45.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	39.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	37.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	35.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	35.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	31.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	26.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	24.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	19.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	16.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	15.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	13.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	11.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	8.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	8.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	6.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	5.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	4.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	4.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	4.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	3.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	3.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	3.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	3.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	3.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	3.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	3.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	3.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	2.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	2.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	2.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	2.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	2.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	2.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	1.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	1.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	1.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	1.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	1.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	1.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	1.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	1.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	1.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	1.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	1.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	0.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	0.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	0.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	0.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	0.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	0.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	0.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	0.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	0.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	0.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	0.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	0.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	0.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	0.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	0.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	0.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	0.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	0.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	0.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	0.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	0.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	0.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	0.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	0.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	0.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	0.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	0.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	0.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	0.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 124.27

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

784.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16521.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14621.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13933.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	11837.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	7278.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	7071.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	6804.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	5759.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	4710.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4232.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	3998.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	3709.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	3670.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	3576.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	3519.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	3447.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	3353.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	3048.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2792.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2691.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	2680.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	2651.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	2574.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	2241.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	2234.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	2091.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	2054.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	2026.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	1908.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	1836.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	1731.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	1650.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	1597.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	1518.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	1458.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	1454.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	1433.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1407.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	1395.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	1383.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	1377.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	1366.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	1348.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	1302.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	1270.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	1261.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	1187.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	1153.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	1123.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	1117.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	1075.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	1074.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	1052.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	998.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	941.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	911.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	805.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	770.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	752.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	730.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	730.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	698.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	689.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	682.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	681.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	668.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	661.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	647.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	642.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	637.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	633.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	611.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	601.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	596.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	594.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	587.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	567.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	535.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	523.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	515.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	513.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	511.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	487.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	484.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	464.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	457.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	453.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	446.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	433.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	427.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	423.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	422.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	418.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	406.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	399.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	395.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	393.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	386.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	378.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	374.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	366.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	347.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	345.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	326.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	324.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	318.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	305.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	298.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	296.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	292.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	281.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	267.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	265.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	261.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	260.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	259.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	253.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	249.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	243.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	243.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	237.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	233.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	231.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	226.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	218.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	214.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	198.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	198.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	195.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	194.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	185.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	184.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	183.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	181.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	177.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	175.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	169.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	160.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	159.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	159.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	158.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	149.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	149.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	145.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	139.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	132.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	127.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	121.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	119.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	108.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	107.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	98.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	97.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	96.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	94.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	93.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	90.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	89.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	77.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	69.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	66.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	63.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	63.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	62.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	61.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	60.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	60.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	59.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	57.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	55.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	53.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	53.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	52.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	50.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	49.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	47.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	46.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	45.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	45.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	43.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	43.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	42.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	40.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	39.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	38.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	38.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	37.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	35.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	35.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	34.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	34.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	34.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	33.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	33.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	32.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	32.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	31.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	30.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	29.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	29.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	29.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	28.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	25.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	24.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	23.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	21.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	20.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	20.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	18.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	18.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	17.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	17.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	17.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	17.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	16.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	16.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	16.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	16.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	16.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	15.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	15.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	14.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	13.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	13.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	13.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	13.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	11.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	11.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	11.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	10.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	9.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	9.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	8.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	7.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	7.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	7.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	7.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	5.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	5.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	5.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	5.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	4.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	3.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	1.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	1.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	1.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	1.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0076330003	Tumor	3.5
CPT0075170001	Normal	2.8
CPT0010120001	Normal	2.8
CPT0092190003	Normal	2.8
CPT0084560003	Tumor	2.7
CPT0066520001	Normal	2.7
CPT0012290003	Normal	2.7
CPT0084590001	Normal	2.6
CPT0002370001	Normal	2.6
CPT0069190001	Normal	2.1
CPT0024680001	Normal	2.1
CPT0009020003	Normal	2.1
CPT0088710001	Normal	2.0
CPT0012640003	Normal	1.9
CPT0026420001	Normal	1.8
CPT0077320001	Normal	1.7
CPT0077500001	Normal	1.6
CPT0012920003	Normal	1.6
CPT0000890001	Normal	1.4
CPT0078530001	Normal	1.4
CPT0006530001	Normal	1.3
CPT0063330001	Normal	1.2
CPT0020130001	Normal	1.1
CPT0077140001	Normal	1.0
CPT0088500001	Normal	1.0
CPT0092800003	Normal	0.8
CPT0014470001	Normal	0.8
CPT0000660001	Normal	0.8
CPT0092310003	Normal	0.6
CPT0075570001	Normal	0.5
CPT0063640001	Normal	0.5
CPT0000790001	Normal	0.5
CPT0082010001	Normal	0.4
CPT0001510001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0069010001	Normal	0.3
CPT0001190001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0065820001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0079430001	Normal	0.1
CPT0023360001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0010170001	Normal	0.1
CPT0017450001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0012570003	Normal	0.0
CPT0081620001	Normal	0.0
CPT0088570001	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0009080003	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0025060001	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0011240003	Tumor	-0.4
CPT0012770003	Normal	-0.4
CPT0076350001	Normal	-0.4
CPT0007870001	Normal	-0.5
CPT0001550001	Normal	-0.6
CPT0078670001	Normal	-0.6
CPT0086890003	Normal	-0.6
CPT0065870003	Tumor	-0.6
CPT0014350001	Normal	-0.6
CPT0086370003	Normal	-0.7
CPT0075720003	Tumor	-0.7
CPT0088640003	Normal	-0.7
CPT0019160001	Normal	-0.8
CPT0078840001	Normal	-0.8
CPT0087050003	Normal	-0.9
CPT0007470001	Normal	-0.9
CPT0017850003	Tumor	-0.9
CPT0025610001	Normal	-1.0
CPT0089480003	Normal	-1.1
CPT0020020001	Normal	-1.1
CPT0092740003	Normal	-1.1
CPT0001230001	Normal	-1.2
CPT0066430001	Normal	-1.2
CPT0007860003	Tumor	-1.2
CPT0069000003	Tumor	-1.2
CPT0063630003	Tumor	-1.2
CPT0064400001	Normal	-1.2
CPT0023710001	Normal	-1.3
CPT0086820003	Tumor	-1.4
CPT0066480003	Tumor	-1.4
CPT0012550003	Tumor	-1.5
CPT0088780001	Normal	-1.6
CPT0001260009	Tumor	-1.6
CPT0092160003	Tumor	-1.6
CPT0001180009	Tumor	-1.6
CPT0007320003	Tumor	-1.6
CPT0088690003	Tumor	-1.7
CPT0088630003	Tumor	-1.7
CPT0002350011	Tumor	-1.8
CPT0063320003	Tumor	-1.8
CPT0081600003	Tumor	-1.8
CPT0065430003	Tumor	-1.8
CPT0064370003	Tumor	-1.9
CPT0086870003	Tumor	-1.9
CPT0015910003	Tumor	-1.9
CPT0019990003	Tumor	-1.9
CPT0017410003	Tumor	-1.9
CPT0012180003	Tumor	-2.0
CPT0075130003	Tumor	-2.0
CPT0011410003	Tumor	-2.0
CPT0078830003	Tumor	-2.1
CPT0010160003	Tumor	-2.1
CPT0012080003	Tumor	-2.1
CPT0081990003	Tumor	-2.1
CPT0088480003	Tumor	-2.1
CPT0006900003	Tumor	-2.1
CPT0010110003	Tumor	-2.2
CPT0086950003	Tumor	-2.2
CPT0006440003	Tumor	-2.2
CPT0079480003	Tumor	-2.2
CPT0020120003	Tumor	-2.2
CPT0078510003	Tumor	-2.3
CPT0012280003	Tumor	-2.4
CPT0000780007	Tumor	-2.4
CPT0012670003	Tumor	-2.4
CPT0014370004	Tumor	-2.4
CPT0065930003	Tumor	-2.4
CPT0009000003	Tumor	-2.5
CPT0000640003	Tumor	-2.5
CPT0002270011	Tumor	-2.5
CPT0023690003	Tumor	-2.5
CPT0087040003	Tumor	-2.5
CPT0088970003	Tumor	-2.5
CPT0088760003	Tumor	-2.5
CPT0001340003	Tumor	-2.5
CPT0079230003	Tumor	-2.5
CPT0079180003	Tumor	-2.6
CPT0085670003	Tumor	-2.6
CPT0077310003	Tumor	-2.6
CPT0001540009	Tumor	-2.6
CPT0026410003	Tumor	-2.6
CPT0077110003	Tumor	-2.6
CPT0025350003	Tumor	-2.7
CPT0025110003	Tumor	-2.7
CPT0092790003	Tumor	-2.7
CPT0025580004	Tumor	-2.7
CPT0078660003	Tumor	-2.8
CPT0092730003	Tumor	-2.8
CPT0075560003	Tumor	-2.8
CPT0089020003	Tumor	-2.8
CPT0012370003	Tumor	-2.8
CPT0088900003	Tumor	-2.8
CPT0089460004	Tumor	-2.9
CPT0079270003	Tumor	-2.9
CPT0079410003	Tumor	-2.9
CPT0077490003	Tumor	-2.9
CPT0023350003	Tumor	-2.9
CPT0024670003	Tumor	-2.9
CPT0001220008	Tumor	-3.0
CPT0009060003	Tumor	-3.0
CPT0014450004	Tumor	-3.1
CPT0019130003	Tumor	-3.1
CPT0078800003	Tumor	-3.1
CPT0066470004	Tumor	-3.2
CPT0092290003	Tumor	-3.2
CPT0021240003	Tumor	-3.2
CPT0065690003	Tumor	-3.2
CPT0014160003	Tumor	-3.3
CPT0012900004	Tumor	-3.3
CPT0088550004	Tumor	-3.4
CPT0086360003	Tumor	-3.4
CPT0071150004	Tumor	-3.4
CPT0025880003	Tumor	-3.4
CPT0078990003	Tumor	-3.5
CPT0025170003	Tumor	-3.5
CPT0078930003	Tumor	-3.5
CPT0000870016	Tumor	-3.5
CPT0025230003	Tumor	-3.6
CPT0025050003	Tumor	-3.6
CPT0001500009	Tumor	-3.6
CPT0065750003	Tumor	-3.7
CPT0015810003	Tumor	-3.7
CPT0079380003	Tumor	-3.7
CPT0069160003	Tumor	-3.7
CPT0081880003	Tumor	-3.8
CPT0065810003	Tumor	-3.8
CPT0025290003	Tumor	-3.8
CPT0086030003	Tumor	-4.3
CPT0006630003	Tumor	-4.4
CPT0015730003	Tumor	-4.6
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA027774	Antibody CAB002303
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