Expression of RAD17 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

RAD17 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.3

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

7.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	23.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	20.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	18.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	16.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	15.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	14.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	13.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	13.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	12.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	12.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	10.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	9.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	9.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	8.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	8.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	8.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	8.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	7.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	7.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	7.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	7.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	6.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.1
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	6.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	5.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	5.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	5.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	3.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	2.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	2.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	1.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	0.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RAD17 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.24

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

8.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	25.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	24.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	23.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	22.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	21.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	21.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	21.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	21.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	21.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	20.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	20.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	20.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	19.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	19.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	19.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	19.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	19.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	18.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	18.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	18.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	18.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	18.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	18.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	18.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	18.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	17.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	17.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	17.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	17.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	17.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	17.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	17.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	17.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	17.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	17.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	16.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	16.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	16.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	16.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	16.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	16.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	16.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	16.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	16.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	16.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	15.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	15.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	15.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	15.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	15.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	15.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	15.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	15.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	15.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	15.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	15.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	15.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	15.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	14.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	14.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	14.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	14.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	14.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	14.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	14.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	14.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	14.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	14.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	14.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	14.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	13.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	13.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	13.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	13.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	13.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	13.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	13.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	13.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	13.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	13.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	12.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	12.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	12.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	12.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	12.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	12.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	12.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	12.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	12.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	12.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	12.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	11.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	11.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	11.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	11.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	11.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	11.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	11.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	11.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	11.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	11.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	11.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	11.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	11.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	11.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	11.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	11.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	11.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	11.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	11.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	11.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	10.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	10.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	10.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	10.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	10.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	10.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	10.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	10.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	10.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	10.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	10.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	10.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	10.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	10.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	10.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	9.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	9.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	9.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	9.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	9.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	9.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	9.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	9.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	9.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	9.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	9.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	9.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	9.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	9.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	9.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	9.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	9.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	8.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	8.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	8.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	8.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	8.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	8.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	8.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	8.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	8.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	8.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	8.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	8.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	8.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	8.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	8.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	8.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	8.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	8.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	8.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	7.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	7.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	7.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	7.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	7.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	7.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	7.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	7.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	7.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	7.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	7.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	7.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	7.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	7.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	7.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	7.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	7.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	7.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	7.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	7.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	7.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	7.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	7.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	7.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	7.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	7.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	7.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	7.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	7.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	7.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	6.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	6.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	6.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	6.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	6.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	6.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	6.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	6.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	6.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	6.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	6.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	6.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	6.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	6.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	6.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	6.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	6.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	6.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	6.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	6.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	6.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	6.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	6.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	6.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	6.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	6.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	6.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	6.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	6.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	6.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	6.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	6.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	6.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	6.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	6.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	5.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	5.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	5.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	5.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	5.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	5.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	5.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	5.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	5.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	5.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	5.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	5.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	5.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	5.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	5.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	5.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	5.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	5.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	5.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	5.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	5.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	5.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	5.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	5.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	5.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	5.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	5.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	5.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	5.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	5.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	4.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	4.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	4.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	4.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	4.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	4.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	4.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	4.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	4.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	4.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	4.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	4.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	4.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	4.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	4.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	4.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	4.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	4.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	4.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	4.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	4.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	4.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	4.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	4.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	4.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	4.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	3.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	3.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	3.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	3.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	3.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	3.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	3.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	3.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	3.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	3.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	3.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	3.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	2.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	2.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	2.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	2.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	2.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	2.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	2.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	2.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	2.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	1.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	1.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	1.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	1.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	1.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	1.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	1.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	0.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	0.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	0.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	0.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	0.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	0.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	0.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	0.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	0.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	0.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	0.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	0.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	0.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	0.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	0.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	0.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	0.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	0.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	0.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	0.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	0.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	0.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	0.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	0.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	0.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	0.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	0.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	0.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	0.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	0.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	0.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	0.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	0.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	0.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	0.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	0.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	0.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	0.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	0.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RAD17 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.97

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

11.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	28.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	27.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	26.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	25.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	24.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	21.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	19.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	19.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	18.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	18.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	17.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	17.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	16.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	16.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	16.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	15.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	15.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	15.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	15.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	15.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	15.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	14.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	13.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	13.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	13.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	13.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	13.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	12.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	12.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	11.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	11.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	11.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	11.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	10.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	10.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	10.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	10.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	9.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	9.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	9.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	9.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	9.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	9.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	9.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	9.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	9.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	9.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	9.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	8.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	8.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	8.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	7.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	7.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	7.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	7.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	6.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	6.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	6.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	6.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	5.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	3.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	3.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	1.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	0.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	0.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	0.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RAD17 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.48

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

7.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	30.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	27.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	25.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	24.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	19.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	19.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	16.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	16.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	15.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	15.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	15.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	15.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	15.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	15.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	15.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	14.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	14.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	13.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	13.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	13.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	13.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	13.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	13.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	12.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	12.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	12.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	12.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	11.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	11.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	11.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	11.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	11.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	11.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	11.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	11.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	11.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	10.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	10.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	10.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	10.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	10.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	10.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	10.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	10.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	10.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	10.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	10.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	10.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	10.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	10.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	10.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	9.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	9.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	8.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	8.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	8.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	8.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	8.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	8.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	8.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	7.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	7.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	7.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	7.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	7.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	7.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	7.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	7.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	7.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	7.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	6.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	6.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	6.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	6.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	6.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	6.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	6.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	6.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	6.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	6.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	6.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	6.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	6.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	6.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	6.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	6.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	5.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	5.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	5.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	5.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	5.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	5.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	5.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	5.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	5.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	5.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	5.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	5.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	5.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	5.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	4.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	4.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	4.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	4.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	4.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	4.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	4.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	4.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	4.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	4.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	3.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	3.8
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	3.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	3.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	3.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	3.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	3.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	3.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	3.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	3.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	3.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	2.8
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	2.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	2.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	2.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	1.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	1.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	1.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	1.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	1.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	1.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	1.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	1.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	1.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	1.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	0.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	0.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	0.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	0.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	0.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	0.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	0.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	0.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	0.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	0.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	0.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	0.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	0.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	0.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	0.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	0.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	0.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	0.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 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	1.2
CPT0077110003	Tumor	0.6
CPT0088550004	Tumor	0.6
CPT0079410003	Tumor	0.5
CPT0014450004	Tumor	0.5
CPT0066470004	Tumor	0.5
CPT0088480003	Tumor	0.5
CPT0014370004	Tumor	0.5
CPT0025880003	Tumor	0.4
CPT0065810003	Tumor	0.4
CPT0012180003	Tumor	0.4
CPT0086820003	Tumor	0.4
CPT0085670003	Tumor	0.4
CPT0069160003	Tumor	0.4
CPT0001340003	Tumor	0.4
CPT0065690003	Tumor	0.4
CPT0025290003	Tumor	0.4
CPT0065750003	Tumor	0.4
CPT0081600003	Tumor	0.4
CPT0065930003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0086360003	Tumor	0.3
CPT0088970003	Tumor	0.3
CPT0088500001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0079300001	Normal	0.2
CPT0001270001	Normal	0.2
CPT0025580004	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0015730003	Tumor	0.2
CPT0079180003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0086870003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0079270003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0088690003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0075130003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0000640003	Tumor	0.2
CPT0014130001	Normal	0.2
CPT0001180009	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0012640003	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0086950003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0012550003	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0079430001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0092190003	Normal	0.0
CPT0088900003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0000790001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0002270011	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0084560003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0023350003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0001350001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0081880003	Tumor	0.0
CPT0092790003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0009080003	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0011240003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0012770003	Normal	0.0
CPT0079000001	Normal	0.0
CPT0010120001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0012900004	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0001190001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0020120003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0092740003	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0001500009	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0069000003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0021240003	Tumor	-0.1
CPT0069010001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0009020003	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0012570003	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0015910003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0071150004	Tumor	-0.2
CPT0000780007	Tumor	-0.2
CPT0087040003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0088920001	Normal	-0.3
CPT0092290003	Tumor	-0.3
CPT0019130003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0082010001	Normal	-0.3
CPT0020130001	Normal	-0.3
CPT0066480003	Tumor	-0.3
CPT0012290003	Normal	-0.3
CPT0009000003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0018250001	Normal	-0.4
CPT0012090003	Normal	-0.5
CPT0076330003	Tumor	-0.5
CPT0089020003	Tumor	-1.0
CPT0078510003	Tumor	-1.6
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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 HPA005448	Antibody CAB004551
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