Expression of TESC 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

TESC is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.74

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

7.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	74.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	61.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	32.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	27.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	25.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	24.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	23.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	22.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	19.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	16.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	14.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	13.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	13.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	6.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	6.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	2.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	2.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	1.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	1.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	1.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	1.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	1.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	1.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 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-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.57

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

14.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	229.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	171.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	165.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	132.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	123.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	121.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	103.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	102.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	101.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	98.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	89.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	89.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	87.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	85.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	85.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	79.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	63.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	52.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	51.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	50.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	49.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	49.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	49.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	48.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	45.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	43.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	43.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	42.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	42.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	42.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	42.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	41.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	41.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	40.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	40.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	40.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	39.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	39.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	38.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	38.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	38.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	37.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	37.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	36.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	36.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	35.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	35.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	34.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	34.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	32.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	32.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	31.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	30.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	30.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	30.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	30.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	30.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	30.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	29.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	29.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	28.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	28.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	28.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	27.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	26.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	26.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	26.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	25.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	25.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	25.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	25.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	25.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	24.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	24.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	24.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	24.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	24.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	24.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	24.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	23.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	23.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	23.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	22.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	22.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	22.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	21.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	21.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	21.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	21.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	20.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	20.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	20.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	20.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	20.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	20.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	20.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	20.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	20.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	20.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	19.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	19.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	19.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	19.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	19.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	19.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	19.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	18.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	18.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	18.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	18.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	18.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	18.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	18.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	18.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	18.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	18.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	17.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	17.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	17.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	17.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	17.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	17.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	16.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	16.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	16.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	16.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	16.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	16.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	16.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	16.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	15.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	15.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	15.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	15.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	15.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	15.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	15.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	14.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	14.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	14.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	14.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	14.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	14.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	13.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	13.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	13.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	13.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	13.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	13.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	13.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	13.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	13.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	13.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	12.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	12.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	12.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	12.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	12.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	12.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	12.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	12.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	12.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	12.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	12.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	12.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	12.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	11.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	11.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	11.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	11.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	11.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	11.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	11.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	10.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	10.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	10.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	10.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	10.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	10.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	10.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	10.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	10.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	10.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	10.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	9.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	9.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	9.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	9.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	9.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	9.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	9.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	9.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	8.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	8.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	8.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	8.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	8.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	8.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	8.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	7.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	7.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	7.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	7.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	7.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	7.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	7.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	7.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	7.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	7.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	6.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	6.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	6.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	6.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	6.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	6.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	6.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	6.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	6.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	6.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	6.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	6.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	6.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	6.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	6.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	6.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	6.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	5.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	5.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	5.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	5.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	5.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	5.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	5.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	5.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	5.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	5.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	5.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	5.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	5.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	5.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	5.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	5.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	5.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	5.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	5.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	4.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	4.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	4.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	4.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	4.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	4.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	4.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	4.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	4.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	4.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	4.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	4.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	4.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	4.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	4.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	4.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	4.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	4.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	4.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	4.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	4.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	4.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	4.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	4.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	4.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	4.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	4.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	4.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	4.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	4.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	4.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	4.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	4.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	4.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	4.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	4.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	4.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	4.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	3.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	3.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	3.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	3.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	3.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	3.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	3.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	3.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	3.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	3.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	3.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	3.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	3.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	3.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	3.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	3.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	3.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	3.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	3.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	3.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	3.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	3.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	3.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	3.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	3.3
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	3.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	3.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	3.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	3.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	3.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	3.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	3.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	3.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	3.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	3.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	3.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	3.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	3.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	3.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	2.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	2.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	2.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	2.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	2.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	2.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	2.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	2.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	2.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	2.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	2.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	2.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	2.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	2.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	2.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	2.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	2.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	2.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	2.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	2.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	2.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	2.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	2.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	2.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	2.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	2.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	2.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	2.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	2.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	2.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	2.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	2.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	2.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	1.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	1.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	1.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	1.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	1.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	1.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	1.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	1.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	1.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	1.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	1.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	1.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	1.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	1.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	1.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	1.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	1.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	1.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	1.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	1.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	1.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	1.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	1.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	1.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	1.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	1.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	1.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	1.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	1.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	1.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	1.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	0.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	0.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	0.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.4
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.38

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

15.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	116.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	79.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	77.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	68.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	48.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	45.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	38.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	37.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	34.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	33.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	30.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	29.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	28.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	26.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	26.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	25.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	25.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	25.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	23.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	22.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	19.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	19.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	18.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	16.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	16.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	15.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	15.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	14.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	13.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	12.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	10.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	10.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	9.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	9.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	8.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	8.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	8.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	8.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	8.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	7.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	7.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	7.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	7.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	7.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	7.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	6.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	6.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	5.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	5.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	5.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	5.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	5.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	5.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	4.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	4.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	4.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	4.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	3.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	3.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	3.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	3.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	3.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	3.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	3.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	3.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	2.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	2.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	2.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	2.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	2.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	2.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	2.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	1.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	1.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	1.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	1.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	1.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	1.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	1.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	1.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	0.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	0.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	0.2
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 71.05

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

69.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	667.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	576.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	451.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	437.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	387.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	359.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	347.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	293.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	280.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	272.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	265.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	263.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	240.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	239.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	236.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	229.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	221.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	211.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	206.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	190.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	188.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	188.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	187.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	178.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	167.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	166.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	161.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	155.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	154.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	138.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	138.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	136.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	134.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	133.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	132.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	131.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	127.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	126.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	124.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	121.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	119.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	117.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	117.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	115.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	113.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	112.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	111.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	108.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	106.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	105.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	105.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	104.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	104.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	104.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	104.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	103.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	102.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	100.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	100.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	99.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	99.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	97.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	97.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	95.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	94.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	93.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	93.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	92.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	90.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	89.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	88.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	88.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	87.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	87.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	86.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	85.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	85.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	81.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	81.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	80.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	79.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	79.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	78.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	78.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	77.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	77.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	76.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	76.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	76.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	76.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	73.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	72.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	72.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	71.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	71.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	70.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	69.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	68.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	68.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	68.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	67.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	66.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	66.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	66.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	65.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	64.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	62.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	62.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	61.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	60.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	59.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	59.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	58.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	58.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	58.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	58.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	57.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	57.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	56.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	55.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	53.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	53.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	51.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	51.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	51.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	51.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	51.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	51.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	51.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	50.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	50.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	49.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	49.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	48.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	48.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	47.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	47.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	46.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	46.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	43.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	43.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	41.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	41.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	40.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	40.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	40.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	40.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	39.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	38.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	38.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	38.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	38.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	37.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	37.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	37.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	37.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	36.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	34.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	34.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	34.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	34.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	34.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	34.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	34.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	33.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	33.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	33.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	33.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	32.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	31.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	31.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	30.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	30.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	30.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	30.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	30.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	30.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	30.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	30.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	28.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	28.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	28.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	28.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	26.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	26.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	26.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	25.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	24.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	24.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	24.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	24.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	24.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	23.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	22.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	22.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	21.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	21.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	21.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	21.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	20.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	20.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	20.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	20.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	19.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	18.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	18.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	17.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	17.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	16.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	15.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	14.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	13.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	13.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	13.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	12.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	12.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	12.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	12.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	11.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	10.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	8.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	8.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	7.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	7.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	7.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	7.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	6.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	6.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	5.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	4.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	2.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	2.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	2.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	2.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	1.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	1.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	1.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	1.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	1.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	0.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	0.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	0.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

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 HPA053200
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