Expression of CLK3 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

CLK3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.66

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

23.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	75.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	64.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	57.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	54.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	49.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	48.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	42.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	39.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	34.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	33.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	33.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	30.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	29.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	29.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	28.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	27.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	26.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	26.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	26.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	26.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	24.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	22.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	22.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	22.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	22.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	22.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	21.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	21.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	20.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	20.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	19.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	19.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	18.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	18.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	18.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	18.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	18.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	17.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	17.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	17.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	17.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	17.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	16.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	15.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	14.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	14.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	14.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	14.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	14.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	14.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	14.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	12.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	11.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	10.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
Show allShow less

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

& Survival analysisⁱ

CLK3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.88

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

26.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	140.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	53.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	51.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	49.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	48.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	48.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	47.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	47.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	47.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	45.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	44.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	43.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	43.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	43.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	42.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	42.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	41.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	41.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	40.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	40.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	40.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	40.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	40.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	40.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	40.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	40.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	39.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	39.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	39.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	39.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	38.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	38.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	38.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	38.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	38.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	38.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	38.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	38.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	38.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	37.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	37.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	37.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	37.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	37.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	37.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	37.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	37.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	37.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	37.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	37.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	36.9
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	36.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	36.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	36.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	36.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	36.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	36.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	36.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	36.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	36.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	36.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	36.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	36.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	35.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	35.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	35.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	35.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	35.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	35.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	35.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	35.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	35.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	35.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	35.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	35.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	35.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	35.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	35.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	35.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	34.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	34.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	34.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	34.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	34.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	34.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	34.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	34.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	34.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	34.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	34.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	34.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	34.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	34.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	34.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	34.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	33.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	33.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	33.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	33.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	33.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	33.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	33.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	33.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	33.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	33.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	32.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	32.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	32.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	32.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	32.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	32.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	32.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	32.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	32.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	32.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	32.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	32.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	32.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	32.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	32.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	32.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	32.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	32.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	32.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	32.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	31.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	31.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	31.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	31.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	31.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	31.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	31.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	31.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	31.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	31.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	31.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	31.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	31.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	31.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	31.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	30.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	30.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	30.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	30.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	30.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	30.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	30.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	30.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	30.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	30.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	30.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	30.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	30.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	30.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	30.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	30.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	29.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	29.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	29.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	29.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	29.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	29.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	29.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	29.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	29.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	29.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	29.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	29.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	29.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	29.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	29.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	29.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	29.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	29.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	29.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	29.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	29.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	29.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	29.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	29.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	29.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	28.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	28.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	28.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	28.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	28.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	28.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	28.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	28.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	28.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	28.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	28.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	28.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	28.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	28.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	28.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	28.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	28.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	28.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	28.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	28.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	28.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	27.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	27.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	27.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	27.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	27.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	27.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	27.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	27.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	27.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	27.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	27.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	27.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	27.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	27.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	27.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	27.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	27.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	27.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	27.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	27.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	27.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	27.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	27.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	27.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	27.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	26.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	26.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	26.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	26.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	26.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	26.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	26.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	26.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	26.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	26.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	26.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	26.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	26.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	26.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	26.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	26.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	26.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	26.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	26.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	26.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	25.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	25.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	25.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	25.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	25.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	25.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	25.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	25.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	25.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	25.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	25.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	25.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	25.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	25.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	25.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	25.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	25.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	25.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	25.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	25.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	25.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	25.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	25.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	25.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	25.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	24.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	24.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	24.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	24.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	24.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	24.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	24.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	24.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	24.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	24.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	24.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	24.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	24.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	24.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	24.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	24.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	24.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	24.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	24.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	24.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	24.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	24.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	24.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	24.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	24.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	24.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	24.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	24.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	24.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	24.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	24.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	23.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	23.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	23.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	23.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	23.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	23.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	23.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	23.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	23.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	23.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	23.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	23.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	23.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	23.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	23.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	23.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	23.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	23.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	23.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	23.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	23.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	23.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	23.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	22.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	22.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	22.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	22.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	22.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	22.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	22.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	22.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	22.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	22.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	22.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	22.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	22.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	22.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	22.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	22.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	22.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	21.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	21.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	21.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	21.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	21.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	21.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	21.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	21.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	21.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	21.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	21.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	21.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	21.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	21.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	21.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	21.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	21.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	21.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	20.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	20.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	20.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	20.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	20.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	20.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	20.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	20.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	20.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	20.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	20.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	20.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	20.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	20.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	20.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	20.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	20.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	20.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	20.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	19.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	19.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	19.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	19.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	19.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	19.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	19.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	19.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	19.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	19.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	19.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	19.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	19.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	19.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	18.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	18.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	18.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	18.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	18.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	18.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	18.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	18.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	18.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	18.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	18.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	18.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	18.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	17.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	17.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	17.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	17.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	17.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	17.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	17.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	17.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	17.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	17.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	17.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	17.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	17.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	16.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	16.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	16.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	16.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	16.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	15.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	15.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	15.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	15.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	15.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	15.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	15.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	14.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	14.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	14.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	13.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	13.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	13.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	13.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	13.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	13.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	12.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	12.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	12.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	11.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	11.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	10.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	5.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.7
Show allShow less

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

& Survival analysisⁱ

CLK3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.69

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

28.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	56.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	55.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	45.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	44.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	43.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	43.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	43.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	42.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	42.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	41.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	38.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	38.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	37.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	36.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	34.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	34.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	34.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	34.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	34.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	34.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	33.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	33.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	33.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	32.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	32.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	31.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	31.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	31.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	31.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	31.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	31.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	30.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	30.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	29.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	29.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	29.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	28.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	28.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	28.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	27.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	27.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	27.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	27.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	27.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	27.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	27.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	26.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	26.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	26.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	26.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	26.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	26.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	26.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	25.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	25.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	25.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	25.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	25.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	24.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	24.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	23.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	23.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	23.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	22.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	22.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	21.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	21.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	21.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	21.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	20.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	20.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	20.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	17.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	17.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	16.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	14.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	13.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	12.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	10.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	9.2
Show allShow less

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

& Survival analysisⁱ

CLK3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.99

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

25.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	93.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	77.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	75.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	72.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	69.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	65.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	64.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	57.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	57.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	55.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	51.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	50.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	46.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	44.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	43.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	43.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	42.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	42.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	42.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	41.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	40.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	40.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	40.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	39.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	39.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	39.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	38.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	38.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	38.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	37.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	37.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	37.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	37.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	37.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	36.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	36.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	36.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	36.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	36.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	36.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	36.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	35.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	35.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	35.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	35.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	35.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	35.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	35.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	34.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	34.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	34.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	34.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	34.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	34.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	33.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	33.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	33.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	33.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	33.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	33.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	32.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	32.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	32.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	32.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	32.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	32.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	31.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	31.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	31.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	31.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	30.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	30.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	30.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	30.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	30.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	30.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	30.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	30.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	30.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	30.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	30.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	29.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	29.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	29.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	29.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	29.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	29.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	29.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	29.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	29.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	28.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	28.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	28.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	28.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	28.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	28.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	28.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	28.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	28.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	28.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	28.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	28.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	27.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	27.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	27.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	27.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	27.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	26.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	26.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	26.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	26.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	26.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	26.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	26.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	26.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	26.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	26.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	26.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	26.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	25.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	25.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	25.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	25.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	25.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	25.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	25.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	25.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	25.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	25.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	25.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	25.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	25.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	25.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	25.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	25.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	24.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	24.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	24.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	24.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	24.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	24.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	24.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	24.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	24.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	24.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	24.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	24.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	23.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	23.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	23.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	23.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	23.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	23.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	23.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	23.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	23.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	22.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	22.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	22.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	22.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	22.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	22.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	22.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	22.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	21.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	21.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	21.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	21.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	21.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	21.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	21.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	21.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	21.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	21.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	21.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	21.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	20.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	20.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	20.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	20.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	20.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	20.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	20.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	20.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	20.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	19.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	19.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	19.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	19.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	19.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	19.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	19.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	18.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	18.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	18.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	18.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	18.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	18.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	18.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	18.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	18.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	17.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	17.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	17.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	17.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	17.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	17.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	17.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	16.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	16.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	16.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	16.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	15.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	15.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	15.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	15.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	15.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	15.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	15.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	14.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	14.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	14.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	14.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	14.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	14.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	13.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	12.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	12.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	10.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	10.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	10.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	9.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	9.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	8.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	8.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	7.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0017410003	Tumor	1.0
CPT0065690003	Tumor	0.8
CPT0025290003	Tumor	0.7
CPT0065930003	Tumor	0.6
CPT0001260009	Tumor	0.6
CPT0006630003	Tumor	0.6
CPT0001340003	Tumor	0.6
CPT0081880003	Tumor	0.6
CPT0075560003	Tumor	0.5
CPT0066470004	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0088630003	Tumor	0.4
CPT0025060001	Normal	0.4
CPT0077320001	Normal	0.4
CPT0000870016	Tumor	0.4
CPT0006950001	Normal	0.4
CPT0025170003	Tumor	0.4
CPT0079300001	Normal	0.3
CPT0006900003	Tumor	0.3
CPT0092310003	Normal	0.3
CPT0078990003	Tumor	0.3
CPT0079180003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0092790003	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0078830003	Tumor	0.3
CPT0007870001	Normal	0.3
CPT0075130003	Tumor	0.3
CPT0077110003	Tumor	0.3
CPT0014160003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0089480003	Normal	0.2
CPT0086030003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0021240003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0001510001	Normal	0.2
CPT0025580004	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0078840001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0025880003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0001190001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0063330001	Normal	0.2
CPT0089460004	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0082010001	Normal	0.2
CPT0063630003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0066480003	Tumor	0.2
CPT0086820003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0092740003	Normal	0.1
CPT0088970003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0020020001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0076350001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0012640003	Normal	0.1
CPT0015730003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0077500001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0065450001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0026420001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0010120001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0066520001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0085670003	Tumor	0.1
CPT0078660003	Tumor	0.1
CPT0078800003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0011410003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0092290003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0066430001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0079430001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0012180003	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0075170001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0001230001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0023710001	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0011240003	Tumor	0.0
CPT0012370003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0088920001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0020120003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0023350003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0020130001	Normal	-0.1
CPT0024680001	Normal	-0.2
CPT0077310003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0069160003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0025050003	Tumor	-0.2
CPT0024670003	Tumor	-0.3
CPT0069190001	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0002270011	Tumor	-0.3
CPT0012280003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0012090003	Normal	-0.4
CPT0017850003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0086950003	Tumor	-0.4
CPT0012080003	Tumor	-0.4
CPT0088900003	Tumor	-0.4
CPT0012290003	Normal	-0.4
CPT0088550004	Tumor	-0.4
CPT0018250001	Normal	-0.5
CPT0001220008	Tumor	-0.5
CPT0009080003	Normal	-0.5
CPT0071150004	Tumor	-0.5
CPT0079270003	Tumor	-0.6
CPT0007860003	Tumor	-0.6
CPT0012900004	Tumor	-0.6
CPT0000640003	Tumor	-0.7
CPT0012920003	Normal	-0.9
CPT0009020003	Normal	-1.1
CPT0009000003	Tumor	-1.2
CPT0009060003	Tumor	-1.3
CPT0017450001	Normal	-1.3
CPT0089020003	Tumor	N/A
CPT0089040001	Normal	N/A
CPT0088500001	Normal	N/A
CPT0078530001	Normal	N/A
CPT0078510003	Tumor	N/A
CPT0079480003	Tumor	N/A
CPT0079510001	Normal	N/A
CPT0088480003	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 HPA046817
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