Expression of GSTM2 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

GSTM2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.1

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

22.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	417.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	369.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	143.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	122.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	70.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	41.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	27.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	24.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	21.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	12.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	9.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	9.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	7.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	6.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	5.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	4.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	4.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	3.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	3.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	2.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	1.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	1.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	1.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSTM2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.09

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

25.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	362.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	76.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	73.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	63.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	62.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	62.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	60.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	58.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	57.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	56.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	56.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	55.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	55.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	54.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	53.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	52.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	52.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	52.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	52.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	51.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	50.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	50.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	50.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	50.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	49.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	48.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	48.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	47.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	47.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	47.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	47.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	47.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	46.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	46.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	46.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	45.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	45.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	45.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	44.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	44.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	44.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	44.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	44.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	44.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	44.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	44.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	44.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	44.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	43.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	43.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	43.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	43.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	42.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	42.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	42.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	42.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	42.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	42.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	42.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	42.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	41.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	41.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	41.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	41.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	41.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	41.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	41.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	40.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	40.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	40.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	40.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	40.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	39.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	39.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	39.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	39.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	39.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	38.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	38.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	38.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	38.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	38.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	38.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	38.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	38.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	38.0
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	37.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	37.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	37.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	37.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	37.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	37.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	37.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	37.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	37.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	36.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	36.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	36.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	36.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	36.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	36.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	36.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	35.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	35.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	35.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	35.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	35.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	35.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	35.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	35.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	35.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	35.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	34.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	34.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	34.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	34.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	34.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	34.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	34.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	34.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	34.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	34.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	34.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	34.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	33.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	33.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	33.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	33.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	33.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	32.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	32.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	32.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	32.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	32.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	32.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	32.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	32.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	32.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	32.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	32.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	32.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	31.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	31.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	31.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	31.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	31.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	31.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	31.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	31.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	31.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	30.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	30.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	30.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	30.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	30.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	30.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	30.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	30.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	30.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	30.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	30.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	29.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	29.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	29.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	29.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	29.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	29.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	29.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	29.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	29.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	29.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	29.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	29.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	29.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	29.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	28.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	28.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	28.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	28.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	28.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	28.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	28.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	28.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	28.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	28.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	28.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	28.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	28.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	28.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	28.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	28.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	27.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	27.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	27.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	27.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	27.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	27.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	27.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	27.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	27.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	27.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	27.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	26.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	26.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	26.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	26.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	26.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	26.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	26.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	26.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	26.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	26.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	26.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	26.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	26.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	26.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	26.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	26.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	26.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	26.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	26.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	26.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	26.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	26.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	26.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	25.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	25.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	25.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	25.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	25.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	25.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	25.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	25.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	25.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	25.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	25.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	25.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	25.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	25.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	25.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	24.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	24.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	24.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	24.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	24.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	24.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	24.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	24.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	24.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	24.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	24.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	24.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	23.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	23.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	23.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	23.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	23.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	23.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	23.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	23.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	23.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	22.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	22.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	22.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	22.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	22.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	22.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	22.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	22.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	22.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	22.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	22.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	22.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	22.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	22.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	22.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	21.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	21.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	21.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	21.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	21.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	21.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	21.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	21.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	21.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	21.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	21.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	21.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	20.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	20.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	20.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	20.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	20.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	20.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	20.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	20.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	20.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	20.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	20.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	19.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	19.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	19.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	19.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	19.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	19.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	19.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	19.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	19.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	19.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	19.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	19.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	19.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	19.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	19.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	18.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	18.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	18.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	18.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	18.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	18.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	18.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	18.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	18.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	18.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	18.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	18.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	17.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	17.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	17.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	17.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	17.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	17.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	17.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	17.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	17.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	17.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	17.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	17.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	17.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	17.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	17.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	17.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	17.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	16.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	16.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	16.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	16.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	16.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	16.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	16.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	15.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	15.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	15.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	15.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	15.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	15.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	15.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	15.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	15.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	14.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	14.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	14.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	14.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	14.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	14.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	13.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	13.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	13.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	13.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	13.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	13.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	13.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	13.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	13.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	13.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	13.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	12.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	12.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	12.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	12.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	12.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	12.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	12.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	12.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	12.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	12.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	12.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	12.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	11.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	11.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	11.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	11.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	11.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	10.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	10.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	10.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	10.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	9.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	9.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	9.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	9.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	8.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	8.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	8.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	8.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	7.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	7.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	7.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	7.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	6.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	6.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	6.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	6.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	6.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	6.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	6.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	5.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	5.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	5.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	5.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	5.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	4.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	4.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	4.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	3.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	3.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	2.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	2.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	2.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	2.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	2.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	2.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	2.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSTM2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.13

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

25.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	61.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	60.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	49.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	47.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	47.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	46.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	45.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	44.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	43.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	42.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	41.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	40.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	39.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	39.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	38.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	37.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	35.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	35.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	34.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	33.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	33.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	33.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	33.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	32.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	31.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	31.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	31.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	31.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	30.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	30.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	29.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	29.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	29.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	28.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	28.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	28.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	28.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	27.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	27.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	27.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	27.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	26.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	26.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	26.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	25.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	24.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	24.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	24.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	24.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	24.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	24.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	24.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	22.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	21.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	21.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	20.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	20.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	20.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	19.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	19.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	18.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	18.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	17.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	17.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	17.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	17.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	16.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	16.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	16.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	14.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	14.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	14.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	14.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	13.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	11.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	10.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	10.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	9.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	9.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	7.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	4.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	3.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSTM2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.62

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

18.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	68.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	65.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	64.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	61.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	60.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	56.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	55.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	54.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	54.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	52.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	50.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	48.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	48.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	48.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	48.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	47.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	47.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	46.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	45.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	44.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	44.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	43.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	43.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	42.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	42.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	42.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	42.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	41.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	40.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	40.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	40.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	39.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	39.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	39.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	39.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	38.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	38.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	37.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	37.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	37.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	37.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	36.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	36.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	35.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	34.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	34.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	34.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	33.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	33.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	33.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	33.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	32.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	32.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	32.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	32.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	31.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	31.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	30.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	30.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	30.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	29.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	29.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	28.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	28.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	28.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	28.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	28.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	28.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	28.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	28.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	27.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	27.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	25.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	25.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	25.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	25.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	24.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	24.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	24.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	23.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	23.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	23.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	23.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	23.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	23.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	22.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	22.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	22.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	22.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	22.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	22.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	22.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	21.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	21.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	21.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	21.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	21.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	21.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	21.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	21.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	20.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	20.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	20.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	19.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	19.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	19.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	19.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	19.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	19.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	19.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	19.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	18.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	18.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	18.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	17.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	17.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	17.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	17.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	17.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	17.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	17.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	17.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	16.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	16.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	16.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	16.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	15.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	15.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	15.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	15.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	15.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	15.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	15.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	14.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	14.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	13.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	13.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	13.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	13.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	13.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	13.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	13.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	12.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	12.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	12.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	12.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	12.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	12.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	11.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	11.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	11.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.8
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	10.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	9.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	9.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	9.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	8.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	8.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	7.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	6.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	6.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	6.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	6.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	5.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	5.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	5.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	5.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	5.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	4.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	4.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	4.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	4.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	4.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	4.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	3.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	3.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	3.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	3.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	3.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	3.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	3.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	3.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	3.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	3.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	2.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	2.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	1.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	1.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	1.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	1.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	1.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	1.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	1.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	1.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	1.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	0.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0025880003	Tumor	1.1
CPT0012080003	Tumor	1.1
CPT0000640003	Tumor	1.1
CPT0012640003	Normal	1.1
CPT0079230003	Tumor	1.0
CPT0001230001	Normal	0.9
CPT0024680001	Normal	0.9
CPT0064400001	Normal	0.9
CPT0009000003	Tumor	0.8
CPT0088970003	Tumor	0.8
CPT0078990003	Tumor	0.8
CPT0025580004	Tumor	0.8
CPT0009020003	Normal	0.8
CPT0065450001	Normal	0.7
CPT0025610001	Normal	0.6
CPT0024670003	Tumor	0.6
CPT0088640003	Normal	0.6
CPT0086890003	Normal	0.6
CPT0021240003	Tumor	0.6
CPT0010120001	Normal	0.6
CPT0088900003	Tumor	0.6
CPT0079000001	Normal	0.6
CPT0078830003	Tumor	0.5
CPT0086870003	Tumor	0.5
CPT0088760003	Tumor	0.5
CPT0012770003	Normal	0.5
CPT0007870001	Normal	0.5
CPT0012090003	Normal	0.5
CPT0077490003	Tumor	0.5
CPT0012370003	Tumor	0.5
CPT0025110003	Tumor	0.4
CPT0002270011	Tumor	0.4
CPT0081620001	Normal	0.4
CPT0001220008	Tumor	0.4
CPT0086370003	Normal	0.4
CPT0006900003	Tumor	0.4
CPT0079270003	Tumor	0.4
CPT0082010001	Normal	0.4
CPT0007470001	Normal	0.3
CPT0007860003	Tumor	0.3
CPT0069010001	Normal	0.3
CPT0088500001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0087050003	Normal	0.3
CPT0025920001	Normal	0.3
CPT0025290003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0088780001	Normal	0.3
CPT0025050003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0069190001	Normal	0.3
CPT0089460004	Tumor	0.3
CPT0011240003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0006950001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0015810003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0088920001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0002370001	Normal	0.2
CPT0026420001	Normal	0.2
CPT0079430001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0079510001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0087040003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0001180009	Tumor	0.0
CPT0065750003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0066430001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0079410003	Tumor	-0.1
CPT0081880003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0014130001	Normal	-0.1
CPT0081990003	Tumor	-0.1
CPT0012290003	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0078510003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0010110003	Tumor	-0.1
CPT0018250001	Normal	-0.2
CPT0066480003	Tumor	-0.2
CPT0078840001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0088480003	Tumor	-0.2
CPT0075570001	Normal	-0.2
CPT0000790001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0092160003	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0001190001	Normal	-0.3
CPT0078930003	Tumor	-0.3
CPT0001500009	Tumor	-0.3
CPT0092310003	Normal	-0.3
CPT0084590001	Normal	-0.3
CPT0012280003	Tumor	-0.3
CPT0078530001	Normal	-0.3
CPT0092730003	Tumor	-0.4
CPT0065820001	Normal	-0.4
CPT0092800003	Normal	-0.4
CPT0075170001	Normal	-0.4
CPT0023690003	Tumor	-0.4
CPT0025170003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0086830003	Normal	-0.4
CPT0025060001	Normal	-0.4
CPT0015730003	Tumor	-0.5
CPT0065870003	Tumor	-0.5
CPT0007320003	Tumor	-0.5
CPT0076350001	Normal	-0.5
CPT0012670003	Tumor	-0.5
CPT0020120003	Tumor	-0.5
CPT0088570001	Normal	-0.5
CPT0075720003	Tumor	-0.5
CPT0086820003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0001270001	Normal	-0.6
CPT0019130003	Tumor	-0.6
CPT0012180003	Tumor	-0.6
CPT0006530001	Normal	-0.6
CPT0075560003	Tumor	-0.6
CPT0015910003	Tumor	-0.7
CPT0078660003	Tumor	-0.7
CPT0000660001	Normal	-0.7
CPT0001540009	Tumor	-0.7
CPT0063630003	Tumor	-0.7
CPT0065430003	Tumor	-0.7
CPT0092790003	Tumor	-0.7
CPT0012900004	Tumor	-0.7
CPT0088690003	Tumor	-0.8
CPT0014370004	Tumor	-0.8
CPT0009060003	Tumor	-0.9
CPT0079180003	Tumor	-0.9
CPT0075130003	Tumor	-0.9
CPT0023350003	Tumor	-0.9
CPT0006440003	Tumor	-0.9
CPT0084560003	Tumor	-0.9
CPT0065930003	Tumor	-0.9
CPT0079380003	Tumor	-0.9
CPT0086030003	Tumor	-1.0
CPT0065690003	Tumor	-1.0
CPT0086950003	Tumor	-1.0
CPT0069160003	Tumor	-1.1
CPT0088550004	Tumor	-1.2
CPT0063320003	Tumor	-1.2
CPT0077110003	Tumor	-1.2
CPT0000780007	Tumor	-1.2
CPT0076330003	Tumor	-1.3
CPT0017850003	Tumor	-1.5
CPT0012550003	Tumor	-1.6
CPT0001260009	Tumor	-1.7
CPT0078800003	Tumor	-2.4
CPT0001340003	Tumor	-2.4
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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 HPA055972	Antibody HPA055973	Antibody CAB040547
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
Carcinoma, NOS