Expression of CSNK1G2 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

CSNK1G2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.89

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

31.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	82.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	82.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	77.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	64.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	62.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	58.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	51.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	47.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	47.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	44.9
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	43.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	40.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	39.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	38.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	36.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	35.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	34.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	33.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	33.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	32.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	32.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	32.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	31.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	30.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	30.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	30.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	29.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	29.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	29.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	28.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	28.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	28.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	28.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	27.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	27.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	26.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	26.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	25.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	24.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	24.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	24.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	23.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	23.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	22.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	22.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	21.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	20.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	19.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	18.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	18.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	18.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	17.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	17.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	16.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	16.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	15.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	15.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	15.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	14.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	13.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	12.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	12.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CSNK1G2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.84

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

23.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	45.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	45.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	44.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	42.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	42.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	42.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	40.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	40.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	40.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	40.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	39.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	39.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	39.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	38.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	38.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	37.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	37.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	37.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	37.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	36.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	36.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	36.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	36.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	35.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	35.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	35.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	35.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	35.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	35.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	35.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	35.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	34.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	34.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	34.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	34.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	34.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	34.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	34.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	33.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	33.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	33.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	33.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	33.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	33.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	33.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	33.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	32.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	32.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	32.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	32.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	32.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	32.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	32.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	32.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	32.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	31.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	31.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	31.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	31.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	31.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	31.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	31.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	30.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	30.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	30.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	30.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	30.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	30.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	30.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	30.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	30.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	30.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	30.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	30.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	30.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	30.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	30.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	30.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	30.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	30.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	30.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	30.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	29.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	29.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	29.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	29.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	29.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	29.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	29.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	29.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	29.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	29.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	29.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	29.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	29.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	29.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	29.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	29.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	28.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	28.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	28.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	28.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	28.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	28.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	28.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	28.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	28.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	28.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	28.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	28.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	28.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	28.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	28.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	28.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	28.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	28.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	28.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	28.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	28.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	27.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	27.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	27.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	27.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	27.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	27.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	27.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	27.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	27.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	27.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	27.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	27.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	27.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	27.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	27.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	27.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	26.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	26.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	26.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	26.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	26.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	26.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	26.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	26.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	26.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	26.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	26.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	26.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	26.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	26.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	26.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	26.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	26.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	26.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	26.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	26.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	26.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	26.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	26.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	26.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	26.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	26.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	26.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	25.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	25.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	25.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	25.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	25.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	25.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	25.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	25.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	25.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	25.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	25.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	25.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	25.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	25.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	25.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	25.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	25.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	25.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	25.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	25.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	25.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	25.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	25.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	25.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	24.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	24.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	24.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	24.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	24.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	24.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	24.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	24.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	24.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	24.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	24.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	24.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	24.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	24.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	24.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	24.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	24.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	24.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	24.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	24.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	24.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	24.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	24.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	24.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	24.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	24.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	24.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	24.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	24.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	23.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	23.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	23.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	23.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	23.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	23.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	23.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	23.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	23.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	23.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	23.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	23.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	23.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	23.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	23.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	23.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	23.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	23.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	23.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	23.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	23.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	23.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	23.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	23.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	23.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	23.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	23.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	23.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	22.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	22.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	22.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	22.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	22.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	22.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	22.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	22.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	22.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	22.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	22.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	22.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	22.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	22.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	22.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	22.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	22.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	22.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	22.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	22.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	22.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	22.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	22.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	22.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	22.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	22.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	22.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	22.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	22.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	21.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	21.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	21.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	21.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	21.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	21.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	21.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	21.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	21.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	21.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	21.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	21.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	21.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	20.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	20.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	20.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	20.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	20.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	20.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	20.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	20.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	20.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	20.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	20.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	20.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	20.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	20.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	20.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	20.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	20.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	20.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	20.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	20.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	20.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	20.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	20.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	20.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	20.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	20.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	20.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	20.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	20.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	20.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	20.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	20.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	20.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	20.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	20.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	20.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	20.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	19.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	19.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	19.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	19.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	19.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	19.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	19.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	19.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	19.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	19.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	19.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	19.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	19.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	19.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	19.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	19.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	19.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	19.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	18.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	18.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	18.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	18.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	18.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	18.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	18.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	18.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	18.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	18.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	18.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	18.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	18.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	18.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	18.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	18.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	18.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	18.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	18.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	17.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	17.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	17.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	17.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	17.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	17.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	17.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	17.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	17.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	17.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	17.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	17.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	17.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	16.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	16.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	16.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	16.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	16.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	16.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	16.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	16.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	16.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	16.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	16.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	15.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	15.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	15.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	15.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	15.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	15.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	15.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	15.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	15.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	15.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	15.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	15.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	15.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	14.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	14.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	14.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	14.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	14.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	14.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	14.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	14.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	14.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	14.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	14.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	13.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	13.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	13.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	13.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	13.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	13.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	12.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	12.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	12.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	12.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	12.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	12.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	11.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	11.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	11.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	11.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	9.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	6.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CSNK1G2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 39.27

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

34.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	56.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	49.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	49.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	48.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	46.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	46.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	45.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	44.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	43.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	43.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	42.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	42.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	42.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	42.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	41.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	41.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	41.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	41.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	41.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	40.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	40.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	40.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	40.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	39.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	39.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	39.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	38.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	38.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	38.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	38.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	37.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	37.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	37.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	37.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	36.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	36.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	36.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	36.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	36.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	36.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	35.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	35.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	35.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	35.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	34.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	34.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	34.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	34.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	34.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	33.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	33.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	33.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	33.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	33.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	33.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	33.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	33.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	32.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	32.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	32.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	32.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	32.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	32.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	31.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	31.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	31.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	31.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	31.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	31.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	31.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	30.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	30.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	30.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	30.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	30.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	29.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	29.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	29.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	29.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	28.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	28.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	27.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	27.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	26.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	26.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	25.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	24.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	22.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	18.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	15.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	14.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	13.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	13.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	11.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	11.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CSNK1G2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.65

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

30.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	134.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	92.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	83.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	82.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	69.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	64.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	61.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	60.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	59.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	58.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	57.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	57.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	57.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	57.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	57.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	54.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	54.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	54.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	54.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	53.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	53.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	53.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	52.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	51.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	51.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	50.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	49.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	48.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	48.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	47.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	47.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	47.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	46.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	46.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	46.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	46.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	46.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	46.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	45.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	45.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	44.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	44.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	44.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	44.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	43.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	43.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	43.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	43.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	43.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	42.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	42.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	42.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	41.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	41.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	40.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	40.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	40.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	40.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	40.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	40.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	40.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	40.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	40.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	39.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	39.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	39.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	38.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	38.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	37.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	37.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	37.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	37.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	37.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	36.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	36.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	36.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	36.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	36.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	35.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	35.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	35.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	35.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	35.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	34.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	34.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	34.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	34.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	34.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	33.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	33.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	33.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	33.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	33.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	33.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	33.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	33.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	33.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	33.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	33.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	33.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	33.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	32.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	32.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	32.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	32.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	32.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	32.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	32.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	32.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	32.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	32.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	32.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	31.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	31.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	31.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	31.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	31.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	31.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	31.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	31.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	31.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	31.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	31.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	31.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	30.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	30.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	30.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	30.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	30.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	30.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	30.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	29.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	29.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	29.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	29.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	29.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	29.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	29.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	28.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	28.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	28.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	28.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	28.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	28.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	28.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	28.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	27.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	27.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	27.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	27.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	27.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	27.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	27.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	26.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	26.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	26.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	26.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	26.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	25.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	25.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	25.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	25.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	25.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	25.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	25.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	25.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	25.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	24.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	24.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	24.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	24.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	24.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	24.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	24.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	24.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	23.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	23.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	23.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	23.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	23.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	23.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	23.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	23.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	23.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	22.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	22.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	22.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	22.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	22.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	22.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	22.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	22.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	22.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	21.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	21.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	21.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	21.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	21.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	21.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	21.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	21.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	21.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	21.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	20.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	20.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	20.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	20.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	20.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	20.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	19.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	19.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	19.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	19.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	19.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	18.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	18.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	18.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	18.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	18.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	18.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	18.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	17.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	17.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	17.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	17.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	16.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	16.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	16.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	16.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	16.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	15.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	15.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	15.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	15.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	15.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	15.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	14.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	14.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	14.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	13.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	13.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	13.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	13.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	12.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	10.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	10.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	8.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	8.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078660003	Tumor	0.9
CPT0079180003	Tumor	0.7
CPT0081880003	Tumor	0.6
CPT0023360001	Normal	0.4
CPT0092290003	Tumor	0.4
CPT0063630003	Tumor	0.4
CPT0075560003	Tumor	0.4
CPT0017450001	Normal	0.4
CPT0011410003	Tumor	0.4
CPT0012290003	Normal	0.4
CPT0065450001	Normal	0.4
CPT0079430001	Normal	0.3
CPT0077140001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0092310003	Normal	0.3
CPT0001190001	Normal	0.3
CPT0088710001	Normal	0.3
CPT0077500001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0012090003	Normal	0.3
CPT0012770003	Normal	0.3
CPT0002270011	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0088480003	Tumor	0.2
CPT0012280003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0089480003	Normal	0.2
CPT0001350001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0015730003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0088640003	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0014160003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0065820001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0025920001	Normal	0.2
CPT0092800003	Normal	0.2
CPT0092740003	Normal	0.2
CPT0086360003	Tumor	0.2
CPT0076330003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0092730003	Tumor	0.1
CPT0066430001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0075170001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0012640003	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0026420001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0065690003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0069010001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0076350001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0025050003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0010120001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0019160001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0079300001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0088550004	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0012670003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0069190001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0088760003	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0087040003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0078930003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0088900003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0084590001	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0063330001	Normal	-0.1
CPT0069160003	Tumor	-0.1
CPT0002370001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0001180009	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0079510001	Normal	-0.1
CPT0001260009	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0084560003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0025880003	Tumor	-0.2
CPT0079270003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0071150004	Tumor	-0.2
CPT0025610001	Normal	-0.2
CPT0007320003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0006900003	Tumor	-0.2
CPT0085670003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0086870003	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0014470001	Normal	-0.2
CPT0006440003	Tumor	-0.2
CPT0007860003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0025170003	Tumor	-0.3
CPT0000780007	Tumor	-0.3
CPT0025350003	Tumor	-0.3
CPT0075720003	Tumor	-0.3
CPT0024680001	Normal	-0.3
CPT0081990003	Tumor	-0.3
CPT0077310003	Tumor	-0.4
CPT0069000003	Tumor	-0.4
CPT0001340003	Tumor	-0.4
CPT0065930003	Tumor	-0.5
CPT0011240003	Tumor	-0.5
CPT0001500009	Tumor	-0.5
CPT0012900004	Tumor	-0.6
CPT0017410003	Tumor	-1.1
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA034868	Antibody HPA056572
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