Expression of TRABD 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

TRABD is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.28

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

23.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	60.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	52.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	52.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	45.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	45.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	41.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	40.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	38.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	36.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	32.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	32.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	32.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	31.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	29.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	29.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	28.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	23.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	23.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	22.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	22.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	21.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	21.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	21.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	21.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	21.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	20.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	20.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	20.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	20.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	20.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	19.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	19.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	19.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	19.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	19.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	18.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	18.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	18.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	17.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	17.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	17.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	17.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	17.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	15.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	15.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	15.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	15.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	13.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	13.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	12.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	12.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	11.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	10.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	10.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TRABD is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.23

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

14.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	62.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	42.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	36.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	32.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	31.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	28.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	28.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	28.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	28.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	27.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	26.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	26.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	25.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	25.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	25.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	24.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	24.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	24.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	24.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	23.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	23.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	23.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	23.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	23.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	22.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	22.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	22.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	22.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	22.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	21.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	21.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	21.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	21.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	21.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	21.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	21.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	21.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	21.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	21.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	21.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	20.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	20.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	20.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	20.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	20.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	20.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	20.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	20.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	20.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	20.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	20.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	20.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	20.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	19.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	19.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	19.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	19.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	19.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	19.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	19.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	19.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	18.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	18.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	18.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	18.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	18.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	18.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	18.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	18.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	18.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	17.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	17.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	17.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	17.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	17.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	17.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	17.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	17.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	17.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	17.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	17.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	17.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	17.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	17.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	17.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	17.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	17.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	17.0
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	17.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	16.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	16.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	16.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	16.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	16.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	16.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	16.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	16.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	16.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	16.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	16.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	16.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	16.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	16.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	16.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	16.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	16.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	16.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	16.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	16.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	16.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	16.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	15.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	15.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	15.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	15.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	15.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	15.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	15.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	15.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	15.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	15.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	15.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	15.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	15.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	15.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	15.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	15.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	15.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	15.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	15.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	15.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	15.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	14.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	14.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	14.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	14.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	14.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	14.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	14.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	14.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	14.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	14.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	14.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	14.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	14.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	14.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	14.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	14.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	14.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	14.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	14.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	14.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	14.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	14.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	14.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	14.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	14.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	14.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	14.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	14.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	14.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	14.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	14.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	14.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	14.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	14.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	14.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	14.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	13.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	13.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	13.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	13.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	13.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	13.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	13.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	13.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	13.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	13.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	13.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	13.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	13.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	13.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	13.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	13.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	13.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	13.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	13.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	13.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	13.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	13.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	13.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	13.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	13.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	13.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	13.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	13.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	13.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	13.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	13.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	13.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	12.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	12.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	12.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	12.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	12.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	12.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	12.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	12.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	12.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	12.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	12.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	12.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	12.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	12.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	12.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	12.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	12.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	12.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	12.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	12.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	11.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	11.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	11.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	11.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	11.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	11.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	11.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	11.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	11.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	11.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	11.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	11.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	11.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	11.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	11.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	11.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	11.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	11.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	11.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	11.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	11.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	11.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	11.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	11.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	11.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	11.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	11.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	11.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	10.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	10.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	10.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	10.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	10.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	10.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	10.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	10.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	10.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	10.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	10.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	10.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	10.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	10.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	9.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	9.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	9.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	9.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	9.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	9.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	9.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	9.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	9.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	9.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	9.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	9.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	9.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	9.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	9.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	9.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	9.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	8.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	8.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	8.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	8.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	8.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	8.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	8.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	8.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	8.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	8.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	8.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	8.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	8.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	7.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	7.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	7.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	7.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	7.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	7.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	7.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	7.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	7.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	5.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.54

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

18.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	34.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	34.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	33.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	32.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	31.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	30.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	30.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	28.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	28.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	28.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	27.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	27.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	27.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	25.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	25.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	24.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	24.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	24.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	24.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	23.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	23.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	23.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	23.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	23.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	23.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	22.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	21.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	21.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	20.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	19.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	19.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	19.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	19.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	19.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	19.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	19.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	19.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	18.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	18.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	17.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	17.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	17.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	17.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	17.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	16.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	16.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	16.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	16.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	15.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	15.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	15.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	15.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	15.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	14.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	14.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	14.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	14.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	13.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	13.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	13.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	13.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	12.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	12.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	12.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	11.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	11.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	6.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	6.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	5.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	5.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	5.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.39

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

19.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	60.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	56.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	53.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	51.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	45.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	40.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	38.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	37.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	37.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	36.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	36.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	35.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	35.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	35.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	35.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	35.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	34.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	34.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	32.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	32.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	32.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	32.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	32.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	31.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	31.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	30.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	30.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	30.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	30.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	30.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	30.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	30.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	30.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	30.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	30.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	30.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	30.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	29.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	29.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	29.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	29.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	29.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	29.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	28.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	28.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	28.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	27.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	27.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	27.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	27.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	27.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	27.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	27.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	26.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	26.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	25.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	25.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	25.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	25.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	24.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	24.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	24.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	24.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	24.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	24.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	24.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	23.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	23.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	23.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	23.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	23.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	23.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	23.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	23.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	23.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	23.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	22.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	22.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	22.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	22.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	22.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	22.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	22.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	22.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	22.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	22.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	22.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	21.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	21.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	21.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	21.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	21.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	21.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	21.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	21.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	21.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	21.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	20.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	20.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	20.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	20.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	19.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	19.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	19.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	19.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	19.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	19.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	19.7
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	19.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	19.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	19.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	19.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	19.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	19.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	19.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	19.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	18.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	18.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	18.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	18.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	18.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	18.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	18.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	18.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	18.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	18.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	18.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	18.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	18.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	18.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	18.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	18.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	18.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	18.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	18.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	17.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	17.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	17.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	17.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	17.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	17.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	17.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	16.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	16.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	16.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	16.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	16.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	16.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	16.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	16.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	16.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	15.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	15.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	15.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	15.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	15.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	15.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	15.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	15.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	15.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	15.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	15.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	15.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	14.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	14.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	14.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	14.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	14.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	14.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	14.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	14.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	13.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	13.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	13.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	13.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	13.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	13.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	13.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	13.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	12.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	12.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	12.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	12.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	12.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	12.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	12.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	12.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	12.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	12.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	12.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	11.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	11.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	11.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	11.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	11.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	11.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	11.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	10.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	10.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	10.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	10.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	9.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	9.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	8.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	5.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	1.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001180009	Tumor	1.8
CPT0078660003	Tumor	1.2
CPT0012180003	Tumor	1.0
CPT0023350003	Tumor	0.9
CPT0012670003	Tumor	0.9
CPT0012550003	Tumor	0.8
CPT0014450004	Tumor	0.7
CPT0065430003	Tumor	0.6
CPT0079180003	Tumor	0.6
CPT0086360003	Tumor	0.5
CPT0086820003	Tumor	0.5
CPT0065810003	Tumor	0.5
CPT0023690003	Tumor	0.4
CPT0079410003	Tumor	0.4
CPT0088480003	Tumor	0.4
CPT0015730003	Tumor	0.4
CPT0075130003	Tumor	0.4
CPT0092160003	Tumor	0.4
CPT0007320003	Tumor	0.4
CPT0078800003	Tumor	0.4
CPT0078930003	Tumor	0.4
CPT0002350011	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0014160003	Tumor	0.4
CPT0024670003	Tumor	0.3
CPT0065450001	Normal	0.3
CPT0025290003	Tumor	0.3
CPT0020120003	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0023710001	Normal	0.3
CPT0077110003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0075560003	Tumor	0.3
CPT0001540009	Tumor	0.2
CPT0088500001	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0000790001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0006950001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0088710001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0063630003	Tumor	0.2
CPT0081880003	Tumor	0.2
CPT0092740003	Normal	0.2
CPT0081620001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0076350001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0025610001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0011410003	Tumor	0.1
CPT0026420001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0019160001	Normal	0.1
CPT0079300001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0089480003	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0001230001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0077320001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0025880003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0092800003	Normal	-0.1
CPT0089460004	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0088900003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0000870016	Tumor	-0.1
CPT0069010001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0078510003	Tumor	-0.1
CPT0063640001	Normal	-0.1
CPT0089020003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0079380003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0078990003	Tumor	-0.1
CPT0066470004	Tumor	-0.2
CPT0020130001	Normal	-0.2
CPT0075570001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0000660001	Normal	-0.2
CPT0006900003	Tumor	-0.2
CPT0012900004	Tumor	-0.2
CPT0084560003	Tumor	-0.2
CPT0078830003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0002270011	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0026410003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0079510001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0088970003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0086950003	Tumor	-0.3
CPT0088630003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0001500009	Tumor	-0.3
CPT0014470001	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0017410003	Tumor	-0.3
CPT0009000003	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0014130001	Normal	-0.3
CPT0014370004	Tumor	-0.3
CPT0012640003	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0081990003	Tumor	-0.3
CPT0065930003	Tumor	-0.3
CPT0012570003	Normal	-0.3
CPT0077490003	Tumor	-0.4
CPT0025110003	Tumor	-0.4
CPT0012770003	Normal	-0.4
CPT0012080003	Tumor	-0.4
CPT0012370003	Tumor	-0.4
CPT0015910003	Tumor	-0.4
CPT0010160003	Tumor	-0.4
CPT0079480003	Tumor	-0.4
CPT0006440003	Tumor	-0.4
CPT0088760003	Tumor	-0.5
CPT0024680001	Normal	-0.5
CPT0009020003	Normal	-0.5
CPT0066480003	Tumor	-0.5
CPT0085670003	Tumor	-0.6
CPT0000780007	Tumor	-0.6
CPT0009080003	Normal	-0.7
CPT0000640003	Tumor	-0.7
CPT0012920003	Normal	-0.7
CPT0011240003	Tumor	-1.0
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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 HPA000822
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