Expression of RHBDF1 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

RHBDF1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.57

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

9.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	35.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	27.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	26.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	26.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	24.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	23.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	23.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	22.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	22.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	21.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	20.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	18.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	18.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	17.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	16.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	14.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	12.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	12.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	11.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	9.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	9.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	9.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	8.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	7.5
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	6.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	6.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	6.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	5.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	5.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	4.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	4.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	3.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	2.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	1.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RHBDF1 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.4

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

11.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	51.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	39.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	32.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	32.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	30.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	29.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	29.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	27.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	27.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	26.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	25.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	24.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	24.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	24.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	24.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	24.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	23.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	23.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	23.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	23.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	22.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	22.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	22.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	22.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	22.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	22.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	22.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	21.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	21.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	21.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	21.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.2
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	21.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	20.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	20.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	19.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	19.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	19.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	19.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	19.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	19.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	19.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	19.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	19.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	18.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	18.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	18.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	18.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	18.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	18.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	18.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	18.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	17.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	17.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	17.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	17.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	17.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	17.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	17.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	17.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	17.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	17.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	17.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	17.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	16.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	16.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	16.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	16.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	16.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	16.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	16.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	16.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	16.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	16.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	15.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	15.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	15.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	15.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	15.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	15.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	15.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	15.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	15.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	15.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	15.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	15.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	15.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	15.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	15.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	14.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	14.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	14.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	14.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	14.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	14.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	14.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	14.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	14.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	14.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	14.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	14.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	14.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	14.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	14.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	14.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	13.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	13.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	13.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	13.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	13.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	13.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	13.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	13.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	13.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	13.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	13.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	13.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	13.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	13.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	12.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	12.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	12.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	12.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	12.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	12.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	12.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	12.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	12.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	12.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	12.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	12.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	12.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	12.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	12.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	12.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	11.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	11.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	11.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	11.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	11.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	11.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	11.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	11.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	11.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	11.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	11.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	11.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	11.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	11.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	11.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	11.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	11.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	11.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	11.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	11.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	11.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	11.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	11.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	11.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	11.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	11.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	11.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	10.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	10.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	10.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	10.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	10.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	10.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	10.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	10.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	10.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	10.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	10.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	10.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	10.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	10.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	10.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	10.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	9.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	9.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	9.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	9.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	9.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	9.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	9.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	9.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	9.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	9.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	9.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	9.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	9.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	9.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	9.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	9.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	9.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	9.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	9.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	9.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	9.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	9.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	8.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	8.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	8.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	8.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	8.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	8.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	8.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	8.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	8.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	8.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	8.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	8.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	8.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	8.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	8.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	8.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	8.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	8.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	8.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	8.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	8.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	8.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	8.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	8.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	8.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	8.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	8.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	8.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	7.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	7.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	7.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	7.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	7.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	7.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	7.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	7.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	7.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	7.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	7.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	7.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	7.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	7.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	7.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	7.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	7.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	7.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	7.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	7.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	7.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	7.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	7.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	7.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	7.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	7.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	7.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	7.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	7.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	6.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	6.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	6.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	6.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	6.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	6.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	6.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	6.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	6.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	6.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	6.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	6.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	6.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	6.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	6.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	6.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	6.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	6.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	6.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	6.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	6.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	6.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	6.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	6.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	6.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	6.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	6.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	6.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	6.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	6.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	6.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	5.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	5.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	5.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	5.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	5.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	5.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	5.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	5.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	5.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	5.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	5.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	5.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	5.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	5.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	5.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	5.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	5.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	5.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	5.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	5.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	5.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	5.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	4.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	4.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	4.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	4.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	4.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	4.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	4.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	4.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	4.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	4.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	4.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	4.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	4.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	4.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	4.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	3.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	3.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	3.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	3.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	3.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	3.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	3.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	3.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	3.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	2.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	2.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	2.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	2.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	2.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	2.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	2.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	1.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RHBDF1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.09

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

9.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	34.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	26.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	22.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	19.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	17.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	16.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	15.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	15.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	14.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	14.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	12.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	12.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	12.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	12.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	12.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	11.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	11.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	11.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	11.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	10.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	10.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	10.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	9.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	9.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	9.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	9.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	9.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	9.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	9.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	8.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	8.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	8.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	8.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	8.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	8.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	7.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	7.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	7.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	7.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	7.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	7.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	7.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	6.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	6.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	6.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	6.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	6.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	6.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	6.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	6.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	5.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	5.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	5.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	5.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	5.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	5.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	5.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	5.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	4.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	4.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	4.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	4.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	4.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	3.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	3.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	3.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	3.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	2.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	2.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	2.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	2.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RHBDF1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.71

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

25.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	80.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	78.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	77.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	72.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	64.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	57.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	57.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	57.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	57.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	54.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	54.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	53.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	51.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	49.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	48.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	48.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	48.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	47.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	47.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	46.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	45.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	45.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	44.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	44.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	43.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	42.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	42.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	41.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	40.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	40.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	40.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	40.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	39.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	38.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	38.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	38.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	38.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	38.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	38.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	38.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	38.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	38.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	37.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	37.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	37.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	37.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	37.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	37.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	37.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	36.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	36.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	36.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	36.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	36.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	35.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	35.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	35.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	35.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	35.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	34.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	34.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	34.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	33.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	33.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	33.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	33.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	33.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	33.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	32.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	32.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	32.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	32.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	32.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	31.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	31.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	31.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	31.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	30.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	30.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	30.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	30.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	29.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	29.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	29.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	29.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	29.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	29.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	29.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	29.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	29.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	29.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	28.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	28.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	28.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	28.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	28.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	28.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	28.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	28.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	28.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	28.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	27.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	27.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	27.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	27.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	27.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	27.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	27.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	27.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	27.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	27.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	27.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	27.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	26.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	26.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	26.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	26.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	25.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	25.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	25.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	25.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	25.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	25.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	25.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	24.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	24.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	24.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	24.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	24.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	24.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	24.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	23.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	23.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	23.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	23.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	23.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	23.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	23.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	23.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	22.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	22.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	22.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	22.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	22.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	22.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	21.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	21.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	21.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	21.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	21.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	21.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	21.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	21.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	20.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	20.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	20.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	20.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	20.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	20.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	20.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	20.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	20.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	19.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	19.8
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	19.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	19.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	19.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	19.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	19.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	19.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	19.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	19.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	19.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	18.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	18.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	18.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	18.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	18.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	18.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	18.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	18.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	18.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	17.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	17.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	17.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	17.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	17.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	17.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	17.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	17.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	16.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	16.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	16.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	16.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	16.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	16.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	16.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	16.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	16.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	16.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	15.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	15.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	15.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	15.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	15.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	15.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	14.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	13.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	12.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	12.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	12.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	12.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	12.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	12.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	12.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	11.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	11.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	11.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	11.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	10.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	10.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	8.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	8.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	6.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	6.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	5.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	5.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	5.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	3.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	3.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	3.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	3.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	3.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	2.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	1.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis