Expression of TRA2A 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

TRA2A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.45

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

20.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	61.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	39.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	36.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	34.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	33.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	33.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	33.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	32.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	31.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	30.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	30.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	28.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	27.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	26.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	26.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	25.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	25.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	24.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	24.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	24.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	23.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	23.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	23.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	22.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	21.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	21.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	20.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	20.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	20.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	20.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	19.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	19.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	18.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	18.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	17.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	17.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	17.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	17.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	17.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	17.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	16.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	16.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	15.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	15.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	14.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	13.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	13.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	13.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	12.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	12.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	12.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	10.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	8.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	7.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	7.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRA2A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.33

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

26.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	70.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	69.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	69.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	66.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	57.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	55.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	54.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	47.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	46.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	46.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	46.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	46.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	44.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	43.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	43.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	43.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	42.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	42.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	42.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	41.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	41.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	41.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	41.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	41.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	41.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	41.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	40.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	39.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	39.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	38.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	38.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	38.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	38.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	38.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	38.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	38.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	38.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	38.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	38.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	37.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	37.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	37.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	37.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	37.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	37.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	37.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	37.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	37.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	37.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	36.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	36.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	36.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	36.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	36.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	36.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	35.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	35.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	35.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	35.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	35.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	35.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	35.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	35.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	35.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	35.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	35.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	35.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	35.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	35.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	35.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	34.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	34.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	34.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	34.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	34.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	34.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	34.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	34.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	34.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	34.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	34.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	34.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	34.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	33.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	33.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	33.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	33.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	33.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	33.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	33.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	33.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	33.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	33.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	33.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	33.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	32.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	32.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	32.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	32.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	32.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	32.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	32.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	32.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	32.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	32.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	32.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	32.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	32.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	32.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	32.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	32.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	32.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	32.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	31.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	31.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	31.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	31.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	31.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	31.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	31.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	31.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	31.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	31.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	31.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	31.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	31.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	31.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	31.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	31.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	31.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	31.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	31.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	31.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	31.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	31.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	30.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	30.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	30.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	30.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	30.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	30.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	30.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	30.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	30.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	30.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	30.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	30.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	30.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	30.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	30.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	30.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	30.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	30.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	30.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	29.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	29.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	29.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	29.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	29.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	29.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	29.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	29.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	29.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	29.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	29.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	29.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	29.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	29.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	29.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	29.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	29.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	29.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	29.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	28.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	28.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	28.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	28.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	28.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	28.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	28.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	28.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	28.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	28.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	28.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	28.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	28.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	28.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	28.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	28.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	28.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	28.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	28.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	28.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	28.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	27.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	27.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	27.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	27.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	27.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	27.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	27.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	27.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	27.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	27.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	27.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	27.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	27.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	27.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	27.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	27.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	27.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	27.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	27.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	27.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	27.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	27.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	26.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	26.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	26.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	26.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	26.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	26.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	26.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	26.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	26.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	26.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	26.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	26.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	26.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	26.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	26.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	26.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	26.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	26.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	26.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	26.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	26.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	26.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	26.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	26.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	26.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	25.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	25.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	25.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	25.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	25.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	25.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	25.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	25.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	25.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	25.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	25.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	25.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	25.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	25.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	25.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	25.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	25.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	25.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	25.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	25.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	25.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	25.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	24.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	24.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	24.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	24.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	24.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	24.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	24.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	24.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	24.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	24.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	24.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	24.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	24.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	24.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	24.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	24.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	24.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	24.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	24.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	24.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	24.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	24.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	24.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	24.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	24.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	24.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	24.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	24.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	24.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	24.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	24.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	24.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	24.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	24.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	24.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	24.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	24.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	24.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	23.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	23.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	23.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	23.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	23.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	23.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	23.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	23.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	23.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	23.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	23.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	23.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	23.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	23.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	23.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	23.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	23.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	23.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	23.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	23.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	23.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	23.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	23.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	23.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	23.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	23.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	23.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	23.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	23.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	22.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	22.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	22.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	22.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	22.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	22.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	22.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	22.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	22.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	22.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	22.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	22.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	22.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	22.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	22.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	22.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	22.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	22.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	22.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	22.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	22.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	22.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	22.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	22.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	22.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	21.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	21.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	21.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	21.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	21.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	21.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	21.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	21.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	21.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	21.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	21.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	21.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	21.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	21.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	21.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	21.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	21.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	21.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	21.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	21.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	21.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	21.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	21.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	20.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	20.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	20.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	20.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	20.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	20.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	20.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	20.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	20.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	20.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	20.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	20.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	20.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	20.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	19.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	19.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	19.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	19.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	19.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	19.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	19.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	19.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	19.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	19.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	19.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	19.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	19.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	18.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	18.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	18.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	18.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	18.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	18.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	18.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	18.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	18.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	18.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	18.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	18.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	18.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	18.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	18.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	18.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	18.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	18.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	18.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	17.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	17.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	17.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	17.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	17.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	17.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	17.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	17.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	17.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	17.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	17.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	17.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	16.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	16.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	16.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	16.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	16.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	16.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	16.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	16.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	15.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	15.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	15.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	15.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	15.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	15.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	15.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	15.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	14.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	14.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	14.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	13.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	13.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	13.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	13.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	12.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	12.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	12.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	10.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	10.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	8.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	7.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRA2A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.45

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

31.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	56.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	49.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	47.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	44.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	44.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	43.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	43.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	42.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	42.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	41.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	40.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	40.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	40.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	40.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	40.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	39.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	39.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	39.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	38.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	38.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	36.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	36.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	36.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	36.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	36.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	35.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	35.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	35.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	35.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	35.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	35.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	34.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	34.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	33.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	33.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	33.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	33.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	33.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	33.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	33.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	33.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	33.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	33.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	32.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	32.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	32.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	31.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	31.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	31.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	31.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	31.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	30.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	30.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	30.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	30.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	30.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	29.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	29.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	29.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	29.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	28.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	28.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	28.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	28.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	28.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	27.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	27.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	27.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	27.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	27.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	27.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	26.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	26.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	25.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	25.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	25.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	24.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	24.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	23.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	23.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	22.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	22.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	22.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	21.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	18.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	18.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	17.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	16.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	14.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	13.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRA2A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.11

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

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	72.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	71.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	71.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	69.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	67.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	63.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	61.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	58.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	58.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	58.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	57.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	56.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	51.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	51.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	50.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	50.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	49.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	49.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	49.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	48.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	48.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	46.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	46.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	45.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	45.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	45.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	45.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	45.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	43.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	42.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	41.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	41.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	41.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	41.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	40.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	40.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	39.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	39.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	39.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	38.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	38.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	38.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	38.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	38.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	37.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	37.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	36.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	35.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	35.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	35.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	35.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	35.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	34.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	34.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	34.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	34.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	34.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	33.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	33.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	32.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	32.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	32.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	32.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	32.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	32.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	32.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	32.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	32.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	31.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	31.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	31.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	31.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	31.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	30.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	30.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	30.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	30.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	30.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	30.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	29.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	29.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	29.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	29.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	29.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	29.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	29.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	29.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	28.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	28.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	28.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	28.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	28.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	28.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	28.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	28.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	27.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	27.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	27.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	27.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	27.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	27.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	27.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	27.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	27.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	27.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	27.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	27.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	27.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	26.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	26.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	26.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	26.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	26.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	26.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	26.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	25.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	25.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	25.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	25.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	25.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	25.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	25.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	25.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	25.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	25.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	24.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	24.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	24.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	24.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	24.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	24.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	24.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	23.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	23.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	23.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	23.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	23.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	23.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	23.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	23.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	23.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	23.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	22.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	22.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	22.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	22.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	22.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	22.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	21.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	21.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	21.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	21.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	21.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	21.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	21.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	21.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	20.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	20.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	20.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	20.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	20.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	20.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	20.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	19.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	19.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	19.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	19.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	19.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	19.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	19.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	19.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	19.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	19.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	18.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	18.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	18.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	18.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	18.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	17.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	17.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	17.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	17.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	17.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	17.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	17.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	17.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	17.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	16.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	16.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	16.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	16.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	16.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	16.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	16.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	16.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	16.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	16.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	16.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	15.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	15.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	15.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	15.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	15.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	15.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	15.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	15.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	15.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	15.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	14.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	14.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	14.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	14.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	13.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	13.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	13.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	13.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	13.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	12.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	12.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	12.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	12.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	11.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	11.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	10.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	9.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	9.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	8.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	8.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	8.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	7.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	6.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	4.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0017410003	Tumor	0.6
CPT0079380003	Tumor	0.5
CPT0001340003	Tumor	0.5
CPT0079510001	Normal	0.5
CPT0012640003	Normal	0.5
CPT0084590001	Normal	0.5
CPT0024680001	Normal	0.4
CPT0014450004	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0001270001	Normal	0.3
CPT0017850003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0079180003	Tumor	0.3
CPT0088550004	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0012180003	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0086950003	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0010160003	Tumor	0.3
CPT0078990003	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0088900003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0077320001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0089020003	Tumor	0.2
CPT0092160003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0006440003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0075130003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0078530001	Normal	0.1
CPT0026410003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0077110003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0017450001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0088970003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0012670003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0066470004	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0065870003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0092730003	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0078940001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0075570001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0014130001	Normal	0.0
CPT0069010001	Normal	0.0
CPT0088760003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0012370003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0012770003	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0012280003	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0086030003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0020020001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0078800003	Tumor	-0.1
CPT0079430001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0025880003	Tumor	-0.1
CPT0023350003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0081880003	Tumor	-0.1
CPT0025610001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0065930003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0011410003	Tumor	-0.1
CPT0001350001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0092310003	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0023710001	Normal	-0.2
CPT0077500001	Normal	-0.2
CPT0086970003	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0086370003	Normal	-0.2
CPT0078510003	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0088780001	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0023360001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0077140001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0088920001	Normal	-0.2
CPT0088480003	Tumor	-0.2
CPT0092800003	Normal	-0.3
CPT0076330003	Tumor	-0.3
CPT0087050003	Normal	-0.3
CPT0002270011	Tumor	-0.5
CPT0000640003	Tumor	-0.6
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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 HPA054018
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