Expression of GSTM4 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

GSTM4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.64

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

26.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	253.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	239.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	128.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	107.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	39.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	38.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	36.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	35.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	34.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	31.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	29.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	27.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	27.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	26.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	26.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	26.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	22.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	21.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	20.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	20.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	20.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	19.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	18.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	18.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	18.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	17.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	17.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	17.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	16.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	16.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	15.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	14.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	14.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	14.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	14.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	14.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	13.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	13.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	13.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	13.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	13.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	12.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	12.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	11.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	10.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	9.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	9.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	8.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	5.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	5.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	4.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	2.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	2.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSTM4 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.16

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

28.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	243.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	79.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	78.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	75.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	74.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	73.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	72.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	70.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	67.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	59.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	58.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	58.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	58.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	57.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	57.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	56.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	56.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	55.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	55.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	55.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	54.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	54.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	54.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	53.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	53.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	53.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	53.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	52.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	52.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	51.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	50.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	50.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	50.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	49.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	49.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	49.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	48.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	48.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	47.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	47.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	47.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	47.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	46.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	46.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	46.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	45.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	45.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	45.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	45.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	44.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	44.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	44.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	44.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	44.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	44.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	43.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	43.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	42.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	42.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	42.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	42.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	42.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	41.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	41.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	41.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	41.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	41.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	41.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	41.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	40.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	40.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	40.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	40.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	40.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	40.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	40.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	39.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	39.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	39.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	39.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	39.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	39.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	39.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	38.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	38.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	38.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	38.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	38.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	38.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	38.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	38.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	38.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	37.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	37.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	37.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	37.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	37.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	37.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	37.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	37.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	37.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	37.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	37.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	37.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	37.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	37.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	37.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	36.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	36.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	36.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	36.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	36.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	36.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	36.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	36.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	35.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	35.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	35.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	35.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	35.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	35.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	35.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	34.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	34.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	34.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	34.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	34.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	34.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	34.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	34.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	34.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	33.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	33.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	33.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	33.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	33.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	33.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	33.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	33.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	33.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	33.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	33.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	32.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	32.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	32.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	32.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	32.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	32.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	32.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	32.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	31.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	31.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	31.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	31.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	31.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	31.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	31.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	31.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	31.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	31.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	31.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	31.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	31.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	30.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	30.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	30.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	30.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	30.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	30.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	30.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	30.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	30.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	30.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	30.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	30.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	30.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	30.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	29.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	29.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	29.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	29.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	29.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	29.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	29.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	29.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	29.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	29.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	29.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	29.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	29.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	29.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	29.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	29.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	29.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	29.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	29.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	28.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	28.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	28.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	28.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	28.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	28.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	28.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	28.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	28.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	28.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	28.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	28.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	28.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	28.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	28.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	28.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	28.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	28.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	28.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	28.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	28.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	27.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	27.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	27.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	27.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	27.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	27.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	27.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	27.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	27.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	27.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	27.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	27.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	27.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	26.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	26.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	26.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	26.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	26.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	26.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	26.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	26.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	26.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	26.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	26.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	26.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	26.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	26.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	26.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	26.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	26.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	25.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	25.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	25.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	25.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	25.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	25.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	25.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	25.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	25.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	25.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	25.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	25.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	25.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	25.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	25.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	25.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	25.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	24.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	24.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	24.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	24.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	24.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	24.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	24.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	24.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	24.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	24.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	24.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	24.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	24.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	24.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	24.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	24.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	24.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	24.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	24.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	24.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	24.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	24.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	23.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	23.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	23.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	23.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	23.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	23.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	23.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	23.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	23.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	23.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	23.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	23.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	23.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	22.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	22.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	22.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	22.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	22.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	22.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	22.7
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	22.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	22.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	22.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	22.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	22.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	22.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	22.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	22.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	22.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	22.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	22.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	22.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	22.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	22.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	22.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	21.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	21.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	21.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	21.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	21.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	21.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	21.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	21.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	21.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	21.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	21.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	21.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	21.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	21.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	21.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	21.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	21.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	21.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	21.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	20.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	20.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	20.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	20.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	20.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	20.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	20.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	20.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	20.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	20.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	20.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	20.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	20.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	20.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	19.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	19.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	19.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	19.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	19.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	19.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	19.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	19.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	19.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	19.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	19.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	19.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	18.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	18.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	18.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	18.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	18.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	18.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	18.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	18.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	18.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	18.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	18.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	18.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	18.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	18.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	18.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	17.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	17.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	17.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	17.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	17.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	17.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	17.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	17.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	17.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	17.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	17.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	17.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	17.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	17.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	16.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	16.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	15.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	15.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	15.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	15.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	14.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	14.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	14.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	14.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	13.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	13.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	13.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	13.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	13.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	13.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	13.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	13.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	13.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	13.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	13.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	13.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	12.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	12.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	12.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	12.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	11.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	11.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	11.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	10.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	9.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	9.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	8.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	3.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSTM4 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.06

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

25.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	63.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	50.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	45.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	44.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	43.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	43.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	41.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	40.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	38.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	36.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	34.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	34.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	33.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	32.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	32.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	32.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	32.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	31.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	31.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	31.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	31.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	30.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	30.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	30.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	29.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	29.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	29.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	29.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	29.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	27.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	27.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	27.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	27.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	27.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	27.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	27.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	26.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	26.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	26.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	26.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	26.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	26.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	26.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	25.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	25.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	25.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	24.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	24.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	24.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	24.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	23.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	23.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	23.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	23.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	23.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	23.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	23.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	22.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	22.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	22.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	21.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	21.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	21.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	21.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	20.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	20.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	19.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	18.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	18.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	18.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	16.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	16.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	16.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	16.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	16.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	15.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	14.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	13.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	12.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	12.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	11.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	9.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	7.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	4.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	4.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSTM4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.55

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

32.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	423.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	197.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	112.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	85.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	81.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	81.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	78.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	75.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	74.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	74.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	71.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	68.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	67.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	66.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	66.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	64.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	62.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	61.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	61.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	59.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	59.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	58.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	57.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	57.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	56.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	55.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	55.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	53.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	53.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	52.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	52.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	51.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	51.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	51.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	51.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	50.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	49.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	49.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	49.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	49.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	48.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	48.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	48.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	48.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	48.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	47.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	46.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	46.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	46.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	46.1
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	45.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	45.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	44.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	44.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	44.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	43.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	43.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	42.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	41.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	41.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	41.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	41.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	40.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	40.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	39.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	39.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	39.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	39.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	39.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	38.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	38.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	38.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	38.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	38.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	38.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	37.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	37.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	36.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	36.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	36.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	36.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	36.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	36.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	35.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	35.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	35.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	35.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	35.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	35.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	35.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	34.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	33.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	33.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	33.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	33.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	33.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	33.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	33.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	32.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	32.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	32.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	32.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	31.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	31.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	31.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	31.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	31.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	31.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	30.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	30.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	30.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	30.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	30.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	30.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	30.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	30.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	30.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	29.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	29.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	29.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	29.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	29.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	29.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	28.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	28.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	28.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	28.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	28.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	27.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	27.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	27.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	27.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	27.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	27.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	26.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	26.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	26.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	26.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	26.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	26.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	26.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	26.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	26.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	26.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	26.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	25.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	25.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	25.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	25.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	25.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	25.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	25.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	25.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	25.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	25.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	25.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	25.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	25.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	24.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	24.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	24.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	24.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	24.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	24.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	24.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	24.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	23.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	23.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	23.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	23.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	23.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	23.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	23.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	23.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	23.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	23.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	23.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	23.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	22.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	22.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	22.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	22.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	22.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	22.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	22.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	22.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	21.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	21.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	21.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	21.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	21.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	21.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	21.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	21.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	20.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	20.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	19.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	19.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	19.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	19.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	19.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	19.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	19.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	18.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	18.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	17.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	17.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	17.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	16.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	16.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	16.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	16.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	16.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	16.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	15.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	15.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	15.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	14.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	14.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	13.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	13.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	13.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	13.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	13.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	12.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	12.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	12.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	12.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	11.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	10.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	9.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	8.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	7.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	6.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	4.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	4.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	4.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	1.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA048652	Antibody HPA055972	Antibody HPA055973
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