Expression of GLTP 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

GLTP is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 186.1

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

258.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	808.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	806.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	784.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	737.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	718.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	664.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	646.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	618.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	591.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	590.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	562.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	561.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	521.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	437.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	413.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	382.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	345.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	276.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	265.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	244.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	231.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	223.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	201.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	201.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	200.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	197.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	191.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	180.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	174.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	170.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	170.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	166.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	164.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	163.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	161.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	158.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	157.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	157.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	154.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	151.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	147.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	144.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	133.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	130.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	129.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	117.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	109.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	104.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	99.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	92.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	90.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	87.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	85.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	81.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	79.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	76.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	71.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	39.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	38.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	36.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	33.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	25.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	22.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	20.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.93

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

31.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	198.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	163.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	126.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	125.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	109.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	109.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	101.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	101.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	82.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	80.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	80.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	72.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	71.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	70.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	69.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	67.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	63.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	62.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	54.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	52.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	52.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	51.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	51.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	50.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	50.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	49.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	49.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	48.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	48.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	46.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	46.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	46.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	46.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	45.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	45.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	45.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	45.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	45.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	45.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	43.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	43.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	43.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	42.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	42.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	42.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	42.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	42.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	41.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	41.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	41.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	41.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	41.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	41.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	41.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	41.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	40.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	40.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	40.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	40.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	40.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	39.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	39.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	39.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	39.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	39.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	39.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	39.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	39.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	39.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	39.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	39.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	39.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	38.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	38.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	38.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	38.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	38.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	38.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	38.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	38.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	38.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	38.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	38.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	38.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	38.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	38.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	37.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	37.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	37.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	37.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	37.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	37.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	37.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	37.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	37.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	37.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	37.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	37.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	37.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	37.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	37.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	37.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	37.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	36.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	36.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	36.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	36.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	36.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	36.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	36.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	36.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	36.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	36.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	36.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	36.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	36.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	36.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	35.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	35.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	35.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	35.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	35.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	35.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	35.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	35.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	35.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	35.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	35.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	35.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	35.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	34.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	34.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	34.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	34.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	34.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	34.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	34.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	34.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	34.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	34.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	34.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	34.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	34.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	34.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	34.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	34.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	34.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	34.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	33.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	33.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	33.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	33.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	33.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	33.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	33.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	33.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	33.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	33.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	33.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	33.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	33.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	33.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	33.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	33.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	33.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	33.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	33.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	33.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	33.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	33.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	33.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	33.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	33.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	33.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	32.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	32.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	32.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	32.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	32.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	32.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	32.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	32.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	32.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	32.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	32.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	32.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	32.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	32.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	32.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	32.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	32.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	32.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	32.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	32.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	32.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	32.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	31.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	31.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	31.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	31.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	31.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	31.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	31.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	31.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	31.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	31.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	31.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	31.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	31.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	31.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	31.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	31.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	31.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	31.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	31.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	31.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	31.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	31.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	31.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	31.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	30.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	30.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	30.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	30.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	30.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	30.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	30.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	30.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	30.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	30.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	30.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	30.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	30.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	30.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	30.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	30.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	30.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	30.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	30.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	30.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	30.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	30.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	30.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	30.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	29.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	29.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	29.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	29.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	29.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	29.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	29.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	29.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	29.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	29.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	29.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	29.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	29.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	29.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	29.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	29.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	29.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	29.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	29.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	29.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	29.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	29.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	29.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	29.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	29.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	28.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	28.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	28.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	28.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	28.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	28.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	28.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	28.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	28.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	28.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	28.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	28.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	28.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	28.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	28.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	28.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	28.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	28.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	28.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	28.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	28.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	28.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	27.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	27.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	27.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	27.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	27.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	27.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	27.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	27.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	27.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	27.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	27.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	27.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	27.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	27.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	27.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	27.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	27.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	27.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	27.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	27.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	27.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	26.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	26.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	26.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	26.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	26.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	26.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	26.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	26.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	26.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	26.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	26.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	26.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	26.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	26.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	26.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	25.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	25.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	25.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	25.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	25.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	25.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	25.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	25.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	25.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	25.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	25.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	25.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	25.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	25.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	25.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	25.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	25.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	25.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	25.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	24.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	24.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	24.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	24.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	24.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	24.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	24.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	24.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	24.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	24.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	24.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	24.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	24.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	24.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	24.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	24.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	24.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	24.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	24.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	24.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	24.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	24.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	23.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	23.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	23.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	23.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	23.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	23.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	23.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	23.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	23.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	23.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	23.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	23.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	23.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	23.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	23.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	23.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	23.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	23.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	23.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	23.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	22.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	22.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	22.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	22.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	22.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	22.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	22.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	22.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	22.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	22.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	22.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	22.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	22.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	22.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	22.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	22.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	22.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	22.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	21.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	21.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	21.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	21.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	21.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	21.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	21.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	21.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	21.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	21.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	21.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	21.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	21.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	21.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	20.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	20.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	20.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	20.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	20.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	20.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	20.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	20.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	20.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	20.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	20.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	20.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	20.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	20.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	20.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	20.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	20.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	20.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	19.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	19.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	19.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	19.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	19.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	19.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	19.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	19.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	19.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	19.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	19.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	19.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	19.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	19.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	18.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	18.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	18.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	18.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	18.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	18.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	18.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	17.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	17.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	17.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	17.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	17.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	17.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	17.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	17.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	16.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	16.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	15.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	15.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	15.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	15.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	15.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	15.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	15.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	14.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	14.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	13.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	13.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	12.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 33.73

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

29.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	48.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	46.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	45.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	44.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	43.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	42.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	42.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	41.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	39.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	36.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	36.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	36.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	36.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	35.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	35.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	35.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	34.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	34.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	34.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	33.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	33.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	33.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	33.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	33.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	33.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	32.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	32.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	32.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	32.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	31.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	31.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	31.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	31.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	30.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	30.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	30.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	30.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	30.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	30.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	30.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	30.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	30.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	29.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	29.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	29.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	28.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	28.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	28.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	28.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	28.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	28.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	27.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	27.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	27.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	27.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	27.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	27.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	27.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	27.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	27.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	27.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	26.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	26.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	26.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	26.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	26.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	25.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	25.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	25.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	24.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	24.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	24.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	24.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	24.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	24.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	24.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	23.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	23.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	21.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	21.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	21.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	20.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	19.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	18.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	17.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	17.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	16.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	15.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	12.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.68

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

38.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	322.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	224.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	203.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	153.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	152.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	152.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	140.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	128.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	121.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	117.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	116.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	115.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	112.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	111.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	108.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	103.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	95.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	93.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	91.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	90.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	88.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	87.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	85.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	83.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	83.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	81.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	81.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	77.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	75.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	69.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	68.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	68.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	66.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	65.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	65.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	64.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	64.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	64.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	60.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	59.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	59.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	59.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	57.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	56.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	55.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	54.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	52.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	51.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	51.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	49.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	48.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	48.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	47.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	46.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	46.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	46.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	45.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	45.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	44.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	44.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	42.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	42.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	42.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	41.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	41.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	41.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	41.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	40.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	40.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	38.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	38.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	38.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	38.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	38.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	38.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	37.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	37.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	37.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	36.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	36.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	36.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	36.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	35.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	35.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	35.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	35.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	35.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	35.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	35.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	35.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	35.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	34.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	34.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	34.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	34.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	34.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	34.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	34.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	33.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	33.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	33.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	33.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	33.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	33.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	33.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	32.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	32.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	32.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	32.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	32.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	31.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	31.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	31.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	31.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	30.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	30.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	30.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	30.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	30.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	30.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	29.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	29.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	29.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	29.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	29.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	29.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	28.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	28.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	28.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	28.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	28.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	28.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	28.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	28.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	27.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	27.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	27.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	27.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	27.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	27.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	27.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	27.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	27.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	27.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	27.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	27.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	27.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	27.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	26.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	26.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	26.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	26.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	26.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	26.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	26.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	26.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	26.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	26.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	26.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	25.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	25.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	25.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	25.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	25.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	25.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	25.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	25.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	25.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	25.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	25.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	25.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	25.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	25.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	25.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	25.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	24.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	24.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	24.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	24.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	24.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	24.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	24.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	24.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	24.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	24.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	23.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	23.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	23.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	23.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	23.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	23.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	23.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	23.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	23.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	23.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	22.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	22.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	22.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	22.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	22.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	22.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	22.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	22.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	22.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	21.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	21.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	21.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	21.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	21.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	20.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	20.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	20.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	20.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	20.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	19.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	19.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	19.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	19.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	19.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	19.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	19.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	19.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	18.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	18.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	18.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	18.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	18.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	17.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	17.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	17.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	17.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	17.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	17.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	17.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	17.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	16.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	16.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	16.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	16.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	15.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	15.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	15.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	15.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	14.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	14.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	14.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	14.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	14.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	13.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	12.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	12.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	12.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	11.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	11.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	9.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	9.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	3.4
CPT0078660003	Tumor	2.1
CPT0012640003	Normal	1.5
CPT0079300001	Normal	1.2
CPT0009020003	Normal	1.1
CPT0001230001	Normal	1.1
CPT0079510001	Normal	1.1
CPT0002370001	Normal	0.8
CPT0001550001	Normal	0.8
CPT0069190001	Normal	0.7
CPT0088640003	Normal	0.7
CPT0025920001	Normal	0.7
CPT0007870001	Normal	0.7
CPT0063330001	Normal	0.6
CPT0078940001	Normal	0.6
CPT0012920003	Normal	0.6
CPT0019160001	Normal	0.6
CPT0069010001	Normal	0.5
CPT0086890003	Normal	0.5
CPT0088500001	Normal	0.5
CPT0086830003	Normal	0.5
CPT0079000001	Normal	0.5
CPT0001510001	Normal	0.4
CPT0075170001	Normal	0.4
CPT0020020001	Normal	0.4
CPT0086370003	Normal	0.4
CPT0078670001	Normal	0.4
CPT0007470001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0024680001	Normal	0.3
CPT0082010001	Normal	0.3
CPT0081620001	Normal	0.3
CPT0064400001	Normal	0.3
CPT0010120001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0014350001	Normal	0.2
CPT0088690003	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0077500001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0001180009	Tumor	0.2
CPT0012570003	Normal	0.2
CPT0092310003	Normal	0.2
CPT0063640001	Normal	0.1
CPT0001350001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0012090003	Normal	0.1
CPT0088550004	Tumor	0.1
CPT0012770003	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0012290003	Normal	0.1
CPT0088920001	Normal	0.1
CPT0023360001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0006730001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0020120003	Tumor	0.0
CPT0077320001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0020130001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0088780001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0000790001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0012550003	Tumor	-0.1
CPT0078800003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0013790003	Normal	-0.1
CPT0078840001	Normal	-0.2
CPT0001340003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0025060001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0069160003	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0011410003	Tumor	-0.3
CPT0012370003	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0078830003	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0092160003	Tumor	-0.3
CPT0076330003	Tumor	-0.3
CPT0092740003	Normal	-0.3
CPT0026410003	Tumor	-0.3
CPT0086870003	Tumor	-0.3
CPT0025350003	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0089020003	Tumor	-0.4
CPT0081600003	Tumor	-0.4
CPT0079270003	Tumor	-0.4
CPT0025110003	Tumor	-0.4
CPT0023350003	Tumor	-0.4
CPT0012280003	Tumor	-0.4
CPT0010160003	Tumor	-0.4
CPT0019130003	Tumor	-0.4
CPT0088480003	Tumor	-0.4
CPT0084560003	Tumor	-0.4
CPT0002270011	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0025050003	Tumor	-0.4
CPT0086030003	Tumor	-0.4
CPT0086820003	Tumor	-0.4
CPT0069000003	Tumor	-0.4
CPT0015810003	Tumor	-0.4
CPT0065750003	Tumor	-0.4
CPT0066480003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0001540009	Tumor	-0.5
CPT0063320003	Tumor	-0.5
CPT0065930003	Tumor	-0.5
CPT0079480003	Tumor	-0.5
CPT0088630003	Tumor	-0.5
CPT0000780007	Tumor	-0.5
CPT0012670003	Tumor	-0.5
CPT0078990003	Tumor	-0.5
CPT0064370003	Tumor	-0.5
CPT0065810003	Tumor	-0.5
CPT0079380003	Tumor	-0.5
CPT0065870003	Tumor	-0.5
CPT0078510003	Tumor	-0.5
CPT0012080003	Tumor	-0.5
CPT0019990003	Tumor	-0.5
CPT0012180003	Tumor	-0.5
CPT0081880003	Tumor	-0.5
CPT0002350011	Tumor	-0.5
CPT0025170003	Tumor	-0.5
CPT0063630003	Tumor	-0.5
CPT0017850003	Tumor	-0.5
CPT0007320003	Tumor	-0.5
CPT0088900003	Tumor	-0.5
CPT0000640003	Tumor	-0.6
CPT0075130003	Tumor	-0.6
CPT0010110003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0066470004	Tumor	-0.6
CPT0065430003	Tumor	-0.6
CPT0015730003	Tumor	-0.6
CPT0089460004	Tumor	-0.6
CPT0078930003	Tumor	-0.6
CPT0000870016	Tumor	-0.6
CPT0075720003	Tumor	-0.6
CPT0000890001	Normal	-0.6
CPT0011240003	Tumor	-0.6
CPT0079230003	Tumor	-0.7
CPT0088760003	Tumor	-0.7
CPT0092290003	Tumor	-0.7
CPT0086950003	Tumor	-0.7
CPT0001220008	Tumor	-0.7
CPT0021240003	Tumor	-0.7
CPT0006900003	Tumor	-0.7
CPT0001260009	Tumor	-0.7
CPT0009060003	Tumor	-0.7
CPT0025290003	Tumor	-0.7
CPT0065690003	Tumor	-0.7
CPT0001500009	Tumor	-0.7
CPT0086360003	Tumor	-0.8
CPT0012900004	Tumor	-0.8
CPT0025230003	Tumor	-0.8
CPT0015910003	Tumor	-0.8
CPT0077490003	Tumor	-0.8
CPT0009000003	Tumor	-0.9
CPT0014160003	Tumor	-0.9
CPT0025580004	Tumor	-0.9
CPT0017410003	Tumor	-0.9
CPT0088970003	Tumor	-1.0
CPT0075560003	Tumor	-1.0
CPT0023690003	Tumor	-1.1
CPT0092790003	Tumor	-1.1
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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 HPA056461	Antibody HPA065503
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