Expression of TPSAB1 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

TPSAB1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 0.01

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

3.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	114.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	12.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	8.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	8.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	8.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	7.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	4.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	4.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	2.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	2.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	2.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	2.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	2.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	1.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	1.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	0.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	0.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	0.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	0.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	0.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	0.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TPSAB1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.5

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

21.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	228.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	101.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	101.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	92.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	90.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	89.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	85.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	84.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	84.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	83.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	82.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	80.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	78.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	76.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	76.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	74.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	68.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	68.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	67.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	67.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	66.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	63.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	63.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	62.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	62.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	60.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	60.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	58.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	56.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	56.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	56.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	55.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	53.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	52.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	52.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	52.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	50.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	50.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	50.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	50.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	49.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	49.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	49.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	49.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	48.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	48.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	48.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	48.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	47.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	47.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	47.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	47.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	46.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	46.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	46.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	46.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	45.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	45.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	45.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	44.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	44.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	43.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	43.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	42.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	42.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	42.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	41.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	41.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	40.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	40.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	39.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	39.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	39.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	38.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	38.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	38.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	38.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	38.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	38.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	37.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	37.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	37.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	37.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	37.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	36.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	36.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	36.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	36.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	36.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	36.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	36.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	35.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	35.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	35.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	35.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	35.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	35.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	34.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	34.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	34.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	34.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	33.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	33.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	33.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	33.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	33.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	33.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	33.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	33.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	32.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	32.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	32.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	32.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	32.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	32.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	31.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	31.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	31.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	31.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	31.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	31.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	31.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	31.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	31.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	31.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	30.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	30.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	30.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	30.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	30.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	30.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	30.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	29.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	29.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	29.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	29.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	28.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	28.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	28.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	28.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	28.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	28.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	28.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	28.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	28.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	28.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	27.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	27.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	27.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	27.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	27.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	27.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	27.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	27.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	26.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	26.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	26.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	26.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	26.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	26.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	25.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	25.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	25.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	25.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	24.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	24.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	24.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	24.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	24.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	24.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	24.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	24.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	23.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	23.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	23.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	23.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	23.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	23.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	23.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	23.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	22.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	22.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	22.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	22.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	22.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	22.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	22.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	21.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	21.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	21.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	21.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	21.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	21.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	21.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	21.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	21.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	20.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	20.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	20.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	20.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	20.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	20.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	20.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	20.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	20.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	19.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	19.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	19.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	19.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	19.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	19.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	19.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	19.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	19.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	19.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	19.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	19.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	18.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	18.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	18.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	18.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	18.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	18.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	18.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	17.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	17.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	17.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	17.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	17.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	17.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	17.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	17.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	16.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	16.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	16.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	16.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	16.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	16.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	16.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	16.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	16.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	16.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	16.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	16.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	15.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	15.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	14.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	14.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	14.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	14.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	14.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	14.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	14.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	14.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	14.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	14.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	14.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	14.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	14.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	13.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	13.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	13.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	13.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	13.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	13.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	13.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	13.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	13.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	13.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	13.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	12.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	12.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	12.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	12.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	12.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	12.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	12.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	12.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	12.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	12.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	12.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	12.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	11.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	11.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	11.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	11.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	10.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	10.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	10.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	10.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	10.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	10.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	10.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	10.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	10.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	10.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	9.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	9.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	9.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	9.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	9.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	9.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	9.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	8.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	8.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	8.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	8.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	8.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	8.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	7.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	7.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	7.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	7.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	7.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	7.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	7.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	7.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	7.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	7.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	6.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	6.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	6.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	6.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	6.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	6.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	5.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	5.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	5.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	5.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	4.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	4.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	4.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	4.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	4.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	4.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	4.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	4.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	3.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	3.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	3.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	3.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	3.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	3.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	3.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	2.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	2.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	2.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	2.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	2.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	2.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	2.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	2.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	2.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	1.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	1.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	1.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	1.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	1.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	1.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	1.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	1.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	1.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	1.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	1.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	0.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	0.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	0.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	0.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	0.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	0.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	0.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	0.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	0.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	0.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	0.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	0.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TPSAB1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.99

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

13.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	64.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	54.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	47.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	47.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	40.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	38.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	34.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	33.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	33.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	32.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	32.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	30.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	30.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	30.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	28.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	25.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	22.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	20.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	18.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	18.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	17.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	17.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	16.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	16.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	15.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	15.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	15.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	15.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	15.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	15.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	14.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	11.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	10.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	10.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	10.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	10.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	9.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	9.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	9.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	9.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	9.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	8.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	8.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	7.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	7.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	7.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	6.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	6.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	6.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	6.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	5.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	4.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	4.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	4.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	3.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	3.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	3.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	2.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	2.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	2.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	2.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	2.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	1.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	1.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	1.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	1.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	1.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	1.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	1.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	0.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	0.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	0.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	0.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	0.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	0.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	0.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	0.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TPSAB1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.7

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

34.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	342.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	263.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	246.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	246.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	235.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	210.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	191.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	185.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	179.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	171.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	158.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	157.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	156.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	153.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	143.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	142.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	139.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	134.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	133.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	132.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	130.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	130.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	126.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	113.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	112.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	109.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	109.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	107.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	94.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	90.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	89.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	85.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	84.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	84.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	79.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	77.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	76.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	73.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	72.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	69.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	68.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	67.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	67.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	65.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	63.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	63.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	62.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	61.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	60.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	60.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	59.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	58.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	57.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	57.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	55.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	55.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	54.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	52.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	52.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	52.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	50.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	49.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	47.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	47.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	47.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	47.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	45.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	44.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	42.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	42.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	41.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	41.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	41.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	41.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	39.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	39.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	37.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	37.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	35.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	35.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	35.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	34.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	34.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	33.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	33.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	32.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	32.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	32.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	31.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	30.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	30.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	30.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	29.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	29.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	29.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	28.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	28.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	27.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	27.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	26.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	26.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	26.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	25.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	25.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	24.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	24.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	23.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	23.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	23.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	21.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	21.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	21.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	20.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	20.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	20.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	19.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	18.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	18.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	17.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	16.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	16.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	15.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	15.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	14.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	14.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	14.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	14.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	14.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	13.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	13.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	13.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	12.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	12.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	12.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	12.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	12.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	11.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	9.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	9.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	9.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	9.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	9.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	8.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	8.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	7.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	7.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	6.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	6.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	6.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	6.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	5.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	5.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	5.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	5.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	5.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	5.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	5.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	4.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	4.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	4.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	4.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	4.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	3.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	3.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	3.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	3.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	3.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	3.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	3.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	2.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	2.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	2.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	2.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	2.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	2.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	2.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	2.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	2.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	2.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	2.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	2.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	2.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	1.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	1.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	1.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	1.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	1.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	1.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	1.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	0.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	0.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	0.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	0.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	0.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	0.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	0.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	0.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	0.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	0.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	0.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088760003	Tumor	2.6
CPT0079480003	Tumor	2.1
CPT0092730003	Tumor	1.9
CPT0011410003	Tumor	1.6
CPT0081600003	Tumor	1.4
CPT0066470004	Tumor	1.4
CPT0086870003	Tumor	1.4
CPT0088900003	Tumor	1.3
CPT0081990003	Tumor	1.3
CPT0010120001	Normal	1.2
CPT0077490003	Tumor	1.1
CPT0011240003	Tumor	1.1
CPT0085670003	Tumor	1.1
CPT0092190003	Normal	1.0
CPT0012080003	Tumor	1.0
CPT0089020003	Tumor	1.0
CPT0069190001	Normal	1.0
CPT0088630003	Tumor	0.9
CPT0014370004	Tumor	0.9
CPT0006630003	Tumor	0.8
CPT0014470001	Normal	0.8
CPT0025350003	Tumor	0.8
CPT0088570001	Normal	0.8
CPT0065690003	Tumor	0.8
CPT0086030003	Tumor	0.8
CPT0001270001	Normal	0.7
CPT0010160003	Tumor	0.7
CPT0012550003	Tumor	0.7
CPT0001260009	Tumor	0.7
CPT0013790003	Normal	0.6
CPT0079230003	Tumor	0.6
CPT0065870003	Tumor	0.6
CPT0065930003	Tumor	0.6
CPT0077320001	Normal	0.6
CPT0086360003	Tumor	0.6
CPT0088920001	Normal	0.6
CPT0079410003	Tumor	0.6
CPT0025060001	Normal	0.5
CPT0075720003	Tumor	0.5
CPT0065820001	Normal	0.5
CPT0063320003	Tumor	0.4
CPT0078830003	Tumor	0.4
CPT0015810003	Tumor	0.4
CPT0012290003	Normal	0.4
CPT0012920003	Normal	0.4
CPT0000640003	Tumor	0.3
CPT0087040003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0066480003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0069000003	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0071150004	Tumor	0.2
CPT0012900004	Tumor	0.1
CPT0077310003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0025230003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0009000003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0092800003	Normal	0.0
CPT0020130001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0007320003	Tumor	-0.1
CPT0012570003	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0017850003	Tumor	-0.1
CPT0017410003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0006440003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0012090003	Normal	-0.2
CPT0021240003	Tumor	-0.2
CPT0019130003	Tumor	-0.2
CPT0001540009	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0001220008	Tumor	-0.3
CPT0092740003	Normal	-0.3
CPT0086820003	Tumor	-0.3
CPT0088480003	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0075570001	Normal	-0.3
CPT0075170001	Normal	-0.3
CPT0064370003	Tumor	-0.4
CPT0009020003	Normal	-0.4
CPT0019160001	Normal	-0.4
CPT0012280003	Tumor	-0.4
CPT0002370001	Normal	-0.4
CPT0014350001	Normal	-0.4
CPT0079510001	Normal	-0.4
CPT0078840001	Normal	-0.4
CPT0079180003	Tumor	-0.4
CPT0078940001	Normal	-0.4
CPT0014130001	Normal	-0.4
CPT0088500001	Normal	-0.4
CPT0078990003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0089460004	Tumor	-0.5
CPT0075560003	Tumor	-0.5
CPT0069160003	Tumor	-0.5
CPT0002270011	Tumor	-0.5
CPT0001350001	Normal	-0.5
CPT0025110003	Tumor	-0.5
CPT0065750003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0019990003	Tumor	-0.5
CPT0018250001	Normal	-0.6
CPT0023360001	Normal	-0.6
CPT0079300001	Normal	-0.6
CPT0078930003	Tumor	-0.6
CPT0069010001	Normal	-0.6
CPT0025610001	Normal	-0.6
CPT0007470001	Normal	-0.6
CPT0079000001	Normal	-0.6
CPT0001340003	Tumor	-0.6
CPT0079380003	Tumor	-0.6
CPT0024680001	Normal	-0.6
CPT0001190001	Normal	-0.6
CPT0009080003	Normal	-0.7
CPT0088550004	Tumor	-0.7
CPT0088690003	Tumor	-0.7
CPT0086970003	Normal	-0.7
CPT0078510003	Tumor	-0.7
CPT0081880003	Tumor	-0.7
CPT0064400001	Normal	-0.7
CPT0001550001	Normal	-0.7
CPT0000660001	Normal	-0.7
CPT0009060003	Tumor	-0.7
CPT0001230001	Normal	-0.7
CPT0088640003	Normal	-0.7
CPT0079430001	Normal	-0.8
CPT0092310003	Normal	-0.8
CPT0063330001	Normal	-0.8
CPT0076350001	Normal	-0.8
CPT0088780001	Normal	-0.8
CPT0082010001	Normal	-0.8
CPT0025920001	Normal	-0.8
CPT0006530001	Normal	-0.8
CPT0006950001	Normal	-0.9
CPT0089040001	Normal	-0.9
CPT0020120003	Tumor	-0.9
CPT0063630003	Tumor	-0.9
CPT0084560003	Tumor	-0.9
CPT0065430003	Tumor	-0.9
CPT0078670001	Normal	-0.9
CPT0025050003	Tumor	-1.0
CPT0087050003	Normal	-1.0
CPT0086890003	Normal	-1.0
CPT0077110003	Tumor	-1.0
CPT0010170001	Normal	-1.0
CPT0012770003	Normal	-1.0
CPT0014160003	Tumor	-1.1
CPT0088710001	Normal	-1.1
CPT0007870001	Normal	-1.1
CPT0015730003	Tumor	-1.2
CPT0023350003	Tumor	-1.2
CPT0076330003	Tumor	-1.2
CPT0078800003	Tumor	-1.2
CPT0001510001	Normal	-1.3
CPT0012180003	Tumor	-1.3
CPT0065810003	Tumor	-1.3
CPT0020020001	Normal	-1.3
CPT0026410003	Tumor	-1.3
CPT0024670003	Tumor	-1.4
CPT0017450001	Normal	-1.4
CPT0063640001	Normal	-1.4
CPT0023710001	Normal	-1.4
CPT0001180009	Tumor	-1.4
CPT0089480003	Normal	-1.4
CPT0000790001	Normal	-1.5
CPT0026420001	Normal	-1.5
CPT0078660003	Tumor	-1.6
CPT0066430001	Normal	-1.6
CPT0001500009	Tumor	-1.7
CPT0086950003	Tumor	-1.7
CPT0065450001	Normal	-1.8
CPT0088970003	Tumor	-2.0
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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 HPA049153	Antibody HPA049554	Antibody CAB016369	Antibody CAB022175
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