Expression of M6PR 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

M6PR is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 95.26

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

98.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	326.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	262.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	250.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	220.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	220.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	202.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	197.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	183.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	171.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	158.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	157.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	146.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	128.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	119.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	118.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	118.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	111.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	108.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	108.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	103.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	100.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	96.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	94.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	93.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	92.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	90.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	90.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	90.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	90.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	89.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	85.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	84.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	83.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	82.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	81.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	79.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	77.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	75.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	72.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	72.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	71.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	66.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	64.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	61.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	61.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	60.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	60.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	59.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	59.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	58.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	58.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	57.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	56.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	55.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	53.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	52.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	46.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	43.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	40.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	39.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	36.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	21.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	11.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

M6PR is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 83.52

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

96.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	214.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	210.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	178.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	173.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	173.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	167.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	164.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	164.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	161.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	160.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	160.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	157.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	156.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	152.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	150.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	149.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	147.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	147.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	145.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	145.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	143.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	142.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	142.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	142.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	141.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	141.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	141.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	141.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	139.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	139.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	138.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	138.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	138.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	138.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	136.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	136.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	136.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	136.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	136.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	135.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	134.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	134.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	134.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	133.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	132.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	132.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	132.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	131.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	131.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	131.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	130.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	130.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	128.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	128.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	128.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	128.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	127.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	127.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	127.1
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	126.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	126.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	125.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	125.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	125.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	125.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	124.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	124.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	123.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	123.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	123.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	122.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	122.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	122.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	122.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	122.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	121.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	121.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	121.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	121.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	121.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	121.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	120.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	120.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	120.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	120.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	120.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	120.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	120.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	120.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	120.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	120.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	120.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	120.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	120.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	119.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	119.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	118.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	117.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	117.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	117.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	117.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	117.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	116.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	116.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	116.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	116.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	116.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	115.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	115.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	115.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	114.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	114.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	114.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	114.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	114.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	114.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	114.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	113.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	113.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	113.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	113.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	113.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	113.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	113.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	113.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	113.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	112.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	112.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	112.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	111.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	111.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	111.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	111.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	111.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	111.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	111.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	110.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	110.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	110.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	110.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	110.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	110.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	110.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	110.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	109.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	109.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	109.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	109.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	109.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	109.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	109.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	108.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	108.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	108.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	108.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	107.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	107.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	107.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	107.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	107.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	107.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	107.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	107.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	106.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	106.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	106.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	106.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	106.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	106.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	106.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	106.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	105.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	105.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	104.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	104.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	104.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	104.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	104.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	104.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	104.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	104.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	104.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	104.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	104.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	103.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	103.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	103.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	103.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	103.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	103.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	103.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	102.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	102.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	102.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	102.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	102.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	102.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	101.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	101.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	101.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	101.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	101.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	100.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	100.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	100.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	100.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	100.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	100.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	100.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	100.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	100.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	99.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	99.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	99.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	99.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	99.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	99.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	99.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	99.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	99.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	98.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	98.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	98.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	98.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	98.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	98.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	98.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	98.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	97.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	97.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	97.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	97.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	97.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	97.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	97.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	96.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	96.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	96.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	96.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	96.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	96.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	96.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	96.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	96.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	96.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	96.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	96.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	96.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	95.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	95.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	95.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	95.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	95.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	95.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	95.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	95.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	95.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	95.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	95.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	95.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	94.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	94.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	94.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	94.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	94.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	94.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	94.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	94.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	94.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	94.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	94.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	93.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	93.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	93.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	93.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	93.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	93.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	93.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	93.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	93.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	92.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	92.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	92.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	92.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	92.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	91.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	91.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	91.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	91.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	91.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	91.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	91.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	91.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	90.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	90.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	90.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	90.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	90.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	90.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	89.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	89.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	89.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	89.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	89.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	89.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	88.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	88.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	88.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	88.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	88.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	88.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	88.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	88.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	88.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	88.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	88.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	88.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	87.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	87.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	87.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	87.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	87.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	87.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	87.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	86.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	86.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	86.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	86.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	86.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	86.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	86.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	86.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	86.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	85.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	85.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	85.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	85.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	85.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	85.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	85.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	85.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	85.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	85.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	85.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	85.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	84.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	84.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	84.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	84.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	84.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	84.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	84.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	84.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	84.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	83.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	83.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	83.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	83.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	83.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	83.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	83.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	83.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	83.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	83.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	83.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	83.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	83.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	82.5
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	82.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	82.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	82.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	82.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	82.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	82.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	81.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	81.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	81.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	81.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	81.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	81.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	81.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	80.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	80.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	80.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	80.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	80.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	79.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	79.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	79.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	79.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	79.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	79.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	78.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	78.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	78.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	78.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	78.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	78.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	78.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	78.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	77.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	77.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	77.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	77.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	77.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	77.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	77.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	77.1
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	77.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	77.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	76.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	76.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	76.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	76.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	75.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	75.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	75.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	75.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	75.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	75.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	74.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	74.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	74.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	74.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	73.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	73.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	73.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	73.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	73.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	73.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	72.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	72.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	72.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	72.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	71.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	71.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	71.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	71.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	71.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	71.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	71.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	71.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	70.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	70.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	70.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	70.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	70.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	69.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	69.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	69.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	69.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	69.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	69.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	68.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	68.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	68.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	68.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	67.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	67.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	66.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	65.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	65.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	65.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	65.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	64.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	64.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	64.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	63.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	62.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	62.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	62.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	62.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	61.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	61.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	61.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	61.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	60.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	60.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	59.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	59.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	58.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	58.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	58.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	58.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	57.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	57.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	57.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	57.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	57.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	57.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	55.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	55.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	54.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	54.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	53.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	53.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	53.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	52.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	52.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	51.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	50.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	49.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	48.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	47.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	47.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	47.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	45.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	44.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	44.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	42.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	42.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	41.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	41.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	40.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	40.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	39.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	39.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	38.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	35.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	35.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	24.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

M6PR is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 141.36

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

123.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	198.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	177.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	172.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	167.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	167.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	164.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	161.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	161.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	160.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	157.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	157.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	155.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	153.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	150.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	150.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	150.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	149.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	149.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	148.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	147.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	143.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	142.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	142.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	141.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	141.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	139.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	139.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	138.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	138.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	137.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	137.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	136.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	136.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	135.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	135.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	135.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	134.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	133.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	133.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	132.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	132.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	131.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	131.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	130.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	130.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	128.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	128.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	127.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	127.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	126.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	126.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	126.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	125.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	125.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	125.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	125.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	124.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	122.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	121.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	121.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	121.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	119.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	119.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	115.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	113.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	112.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	111.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	110.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	110.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	106.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	105.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	105.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	103.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	103.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	102.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	101.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	99.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	98.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	98.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	97.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	97.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	96.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	95.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	95.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	94.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	94.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	92.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	90.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	89.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	88.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	87.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	84.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	84.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	83.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	83.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	79.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	75.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	73.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	50.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	40.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

M6PR is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 129.24

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

102.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	321.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	314.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	290.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	270.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	265.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	250.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	248.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	240.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	236.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	232.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	213.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	212.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	208.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	203.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	195.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	195.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	190.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	189.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	184.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	181.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	181.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	173.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	171.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	164.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	161.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	159.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	158.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	157.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	155.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	152.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	152.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	152.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	148.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	148.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	147.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	146.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	146.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	145.8
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	145.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	144.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	143.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	143.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	141.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	141.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	140.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	139.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	138.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	135.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	135.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	134.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	134.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	134.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	134.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	134.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	133.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	130.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	129.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	129.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	128.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	128.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	128.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	126.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	126.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	125.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	124.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	123.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	122.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	121.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	120.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	120.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	120.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	119.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	119.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	118.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	116.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	116.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	116.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	116.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	116.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	114.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	114.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	114.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	114.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	113.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	112.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	112.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	112.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	111.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	111.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	110.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	110.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	110.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	110.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	110.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	110.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	109.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	107.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	107.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	107.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	106.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	105.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	104.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	104.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	104.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	104.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	104.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	103.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	103.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	103.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	102.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	102.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	101.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	101.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	100.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	99.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	99.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	99.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	98.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	98.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	98.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	97.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	97.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	97.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	97.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	96.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	96.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	96.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	96.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	96.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	95.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	95.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	95.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	95.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	94.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	94.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	94.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	94.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	94.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	93.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	93.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	93.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	92.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	92.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	92.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	92.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	92.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	92.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	91.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	91.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	91.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	90.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	90.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	90.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	90.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	90.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	90.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	89.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	89.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	89.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	88.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	88.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	88.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	88.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	87.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	87.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	87.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	87.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	87.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	87.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	86.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	86.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	86.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	86.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	86.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	86.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	86.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	85.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	84.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	84.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	84.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	84.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	84.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	84.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	83.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	83.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	83.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	83.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	82.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	81.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	81.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	80.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	80.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	79.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	79.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	79.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	78.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	78.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	77.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	77.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	77.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	76.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	75.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	75.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	75.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	75.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	74.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	74.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	74.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	74.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	73.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	73.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	73.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	72.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	72.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	72.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	71.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	71.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	71.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	71.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	70.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	70.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	70.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	69.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	69.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	68.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	68.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	67.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	67.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	67.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	66.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	66.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	65.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	65.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	65.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	64.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	64.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	63.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	63.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	63.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	62.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	62.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	62.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	62.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	61.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	61.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	60.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	59.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	56.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	54.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	53.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	53.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	52.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	51.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	51.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	50.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	50.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	49.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	48.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	48.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	47.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	46.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	43.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	42.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	40.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	40.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	39.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	38.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	38.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	37.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	36.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	36.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	36.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	34.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	29.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	27.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	26.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	22.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	22.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	16.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	14.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079270003	Tumor	0.9
CPT0025110003	Tumor	0.8
CPT0088550004	Tumor	0.8
CPT0086820003	Tumor	0.8
CPT0085670003	Tumor	0.7
CPT0014450004	Tumor	0.6
CPT0001340003	Tumor	0.6
CPT0007320003	Tumor	0.6
CPT0024670003	Tumor	0.6
CPT0025050003	Tumor	0.5
CPT0088690003	Tumor	0.5
CPT0002270011	Tumor	0.5
CPT0065430003	Tumor	0.5
CPT0000640003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0010110003	Tumor	0.4
CPT0026420001	Normal	0.4
CPT0006440003	Tumor	0.3
CPT0077110003	Tumor	0.3
CPT0078800003	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0012180003	Tumor	0.3
CPT0012550003	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0025230003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0086360003	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0011410003	Tumor	0.2
CPT0002350011	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0023350003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0087040003	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0089020003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0077310003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0076350001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0078660003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0088710001	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0014130001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0020130001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0088760003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0092290003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0012670003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0088500001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0006730001	Normal	-0.1
CPT0079300001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0089460004	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0071150004	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0000780007	Tumor	-0.1
CPT0015730003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0012090003	Normal	-0.2
CPT0019160001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0025290003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0069000003	Tumor	-0.2
CPT0065820001	Normal	-0.2
CPT0006630003	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0001230001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0086030003	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0069160003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0079180003	Tumor	-0.2
CPT0077500001	Normal	-0.2
CPT0065930003	Tumor	-0.2
CPT0064400001	Normal	-0.2
CPT0006900003	Tumor	-0.2
CPT0002370001	Normal	-0.2
CPT0075170001	Normal	-0.2
CPT0076330003	Tumor	-0.2
CPT0023710001	Normal	-0.2
CPT0012640003	Normal	-0.3
CPT0084560003	Tumor	-0.3
CPT0075570001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0079510001	Normal	-0.3
CPT0017850003	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0009020003	Normal	-0.3
CPT0066430001	Normal	-0.3
CPT0078840001	Normal	-0.3
CPT0009000003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0021240003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0088970003	Tumor	-0.4
CPT0075560003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0015910003	Tumor	-0.5
CPT0017410003	Tumor	-0.5
CPT0078930003	Tumor	-0.5
CPT0024680001	Normal	-0.5
CPT0025170003	Tumor	-0.6
CPT0066470004	Tumor	-0.8
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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 HPA040445	Antibody CAB034464
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