Expression of RRP7A 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

RRP7A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.45

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

12.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	30.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	24.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	22.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	20.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	19.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	19.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	18.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	18.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	17.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	16.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	16.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	14.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	14.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	14.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	13.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	13.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	13.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	13.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	13.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	12.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	12.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	12.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	12.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	12.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	11.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	11.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	11.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	11.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	11.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	10.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	10.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	9.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	9.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	9.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	9.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	8.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	8.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	8.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	8.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	8.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RRP7A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.27

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

9.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	33.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	27.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	27.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	25.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	23.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	22.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	21.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	20.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	19.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	18.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	18.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	18.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	17.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	17.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	17.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	17.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	16.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	16.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	16.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	16.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	16.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	16.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	15.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	15.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	15.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	15.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	15.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	15.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	15.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	15.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	15.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	15.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	15.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	15.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	15.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	14.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	14.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	14.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	14.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	13.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	13.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	13.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	13.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	13.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	13.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	13.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	13.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	13.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	13.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	13.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	13.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	13.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	12.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	12.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	12.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	12.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	12.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	12.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	12.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	12.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	12.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	12.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	12.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	12.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	12.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	12.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	12.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	12.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	12.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	12.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	12.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	12.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.2
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	12.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	12.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	12.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	12.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	12.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	11.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	11.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	11.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	11.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	11.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	11.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	11.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	11.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	11.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	11.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	11.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	11.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	11.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	11.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	11.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	11.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	11.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	11.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	11.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	11.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	11.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	11.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	10.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	10.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	10.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	10.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	10.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	10.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	10.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	10.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	10.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	10.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	10.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	10.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	10.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	10.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	10.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	10.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	10.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	10.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	10.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	10.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	10.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	10.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	10.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	10.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	10.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	10.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	10.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	10.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	10.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	10.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	10.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	10.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	10.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	10.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	10.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	10.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	10.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	10.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	9.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	9.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	9.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	9.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	9.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	9.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	9.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	9.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	9.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	9.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	9.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	9.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	9.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	9.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	9.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	9.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	9.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	9.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	9.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	9.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	9.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	9.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	9.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	9.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	9.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	9.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	9.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	9.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	9.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	9.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	9.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	9.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	9.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	9.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	9.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	9.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	9.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	9.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	9.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	9.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	9.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	9.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	9.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	9.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	9.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	9.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	9.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	9.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	9.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	9.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	8.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	8.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	8.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	8.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	8.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	8.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	8.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	8.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	8.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	8.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	8.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	8.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	8.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	8.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	8.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	8.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	8.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	8.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	8.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.5
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	8.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	8.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	8.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	8.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	8.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	8.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	8.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	8.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	8.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	8.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	8.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	8.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	8.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	8.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	8.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	8.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	8.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	8.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	8.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	8.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	8.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	8.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	8.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	8.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	8.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	8.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	8.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	7.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	7.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	7.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	7.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	7.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	7.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	7.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	7.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	7.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	7.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	7.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	7.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	7.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	7.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	7.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	7.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	7.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	7.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	7.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	7.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	7.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	7.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	7.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	7.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	7.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	7.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	7.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	7.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	7.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	6.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	6.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	6.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	6.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	6.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	6.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	6.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	6.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	6.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	6.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	6.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	6.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	6.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	6.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	6.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	6.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	6.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	6.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	6.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	6.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	6.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	6.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	6.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	6.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	6.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	5.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	5.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	5.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	5.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	5.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	4.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	4.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	4.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	4.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	1.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RRP7A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.39

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

9.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	21.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	18.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	17.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	16.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	14.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	14.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	13.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	13.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	13.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	13.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	12.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	12.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	12.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	12.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	12.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	11.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	11.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	11.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	11.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	10.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	10.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	10.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	10.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	10.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	10.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	10.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	10.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	10.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	10.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	10.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	10.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	10.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	9.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	9.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	9.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	9.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	8.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	8.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	8.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	8.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	8.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	8.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	8.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	8.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	8.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	8.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	7.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	7.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	7.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	7.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	7.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	7.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	7.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	7.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	7.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	7.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	7.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	7.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	6.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	6.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	6.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	6.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	6.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	6.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	5.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	5.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	5.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	5.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	5.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	5.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	5.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	4.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	3.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RRP7A is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.43

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

12.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	48.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	39.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	36.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	32.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	31.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	30.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	28.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	26.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	25.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	25.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	25.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	24.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	24.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	24.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	23.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	23.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	22.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	22.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	22.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	22.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	22.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	20.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	20.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	20.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	20.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	20.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	20.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	19.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	19.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	19.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	19.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	19.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	19.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	19.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	18.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	18.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	18.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	17.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	17.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	17.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	17.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	16.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	16.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	15.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	15.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	15.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	15.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	15.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	14.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	14.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	14.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	14.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	14.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	14.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	14.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	13.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	13.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	13.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	13.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	13.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	13.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	13.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	13.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	13.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	13.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	13.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	13.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	13.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	12.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	12.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	12.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	12.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	12.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	12.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	12.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	12.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	12.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	12.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	12.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	12.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	12.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	12.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	11.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	11.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	11.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	11.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	11.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	11.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	11.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	11.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	11.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	11.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	10.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	10.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	10.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	10.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	10.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	10.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	10.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	10.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	10.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	10.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	10.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	10.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	10.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	10.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	10.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	10.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	10.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	10.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	9.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	9.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	9.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	9.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	9.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	9.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	9.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	9.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	9.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	9.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	9.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	9.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	9.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	9.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	9.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	9.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	8.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	8.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	8.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	8.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	8.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	8.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	8.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	8.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	8.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	8.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	8.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	8.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	8.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	7.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	7.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	7.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	7.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	7.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	7.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	7.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	6.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	6.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	6.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	6.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	6.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	6.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	6.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	5.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	5.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	5.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	4.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	4.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	4.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	3.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	3.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	3.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012550003	Tumor	0.9
CPT0001340003	Tumor	0.8
CPT0086950003	Tumor	0.7
CPT0017410003	Tumor	0.7
CPT0009060003	Tumor	0.7
CPT0065750003	Tumor	0.6
CPT0012670003	Tumor	0.6
CPT0076330003	Tumor	0.6
CPT0012180003	Tumor	0.6
CPT0012900004	Tumor	0.6
CPT0084560003	Tumor	0.5
CPT0006630003	Tumor	0.5
CPT0006440003	Tumor	0.5
CPT0014450004	Tumor	0.5
CPT0065690003	Tumor	0.5
CPT0024670003	Tumor	0.4
CPT0092790003	Tumor	0.4
CPT0015810003	Tumor	0.4
CPT0079410003	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0014160003	Tumor	0.4
CPT0079380003	Tumor	0.4
CPT0085670003	Tumor	0.4
CPT0010160003	Tumor	0.4
CPT0086030003	Tumor	0.4
CPT0015730003	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0019990003	Tumor	0.4
CPT0066470004	Tumor	0.4
CPT0017850003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0078830003	Tumor	0.4
CPT0063630003	Tumor	0.4
CPT0077310003	Tumor	0.4
CPT0089460004	Tumor	0.3
CPT0021240003	Tumor	0.3
CPT0078930003	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0023350003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0075130003	Tumor	0.3
CPT0019130003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0075560003	Tumor	0.3
CPT0088480003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0000640003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0025350003	Tumor	0.3
CPT0092290003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0002350011	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0092740003	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0065810003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0077110003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0075720003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0081880003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0025580004	Tumor	0.0
CPT0078660003	Tumor	0.0
CPT0078530001	Normal	0.0
CPT0001540009	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0025290003	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0065450001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0024680001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0001270001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0069000003	Tumor	-0.1
CPT0077490003	Tumor	-0.1
CPT0089480003	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0001180009	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0088570001	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0092800003	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0011410003	Tumor	-0.2
CPT0001190001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0000660001	Normal	-0.2
CPT0009020003	Normal	-0.2
CPT0010120001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0088970003	Tumor	-0.2
CPT0001510001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0075170001	Normal	-0.2
CPT0026420001	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0025880003	Tumor	-0.2
CPT0088710001	Normal	-0.2
CPT0086370003	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0025170003	Tumor	-0.3
CPT0013790003	Normal	-0.3
CPT0069190001	Normal	-0.3
CPT0007870001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0002370001	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0002270011	Tumor	-0.3
CPT0001550001	Normal	-0.3
CPT0079180003	Tumor	-0.3
CPT0066430001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0079430001	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0066520001	Normal	-0.3
CPT0007470001	Normal	-0.4
CPT0025060001	Normal	-0.4
CPT0079510001	Normal	-0.5
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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 HPA001586
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
Adenocarcinoma, uncertain malignant potential