Expression of SCRIB 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

SCRIB is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.06

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

22.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	128.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	65.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	56.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	53.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	37.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	34.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	34.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	33.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	33.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	31.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	30.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	30.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	30.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	29.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	27.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	27.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	26.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	25.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	24.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	24.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	24.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	24.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	23.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	23.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	23.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	22.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	22.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	21.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	20.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	19.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	19.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	19.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	18.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	17.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	17.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	17.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	16.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	15.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	15.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	14.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	13.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	13.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	12.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	12.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	11.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	11.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	11.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	10.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	8.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	6.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	5.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.28

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

5.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	20.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	19.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	16.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	16.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	15.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	14.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	14.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	13.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	13.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	13.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	13.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	13.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	12.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	11.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	11.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	10.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	10.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	10.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	10.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	10.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	10.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	10.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	10.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	10.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	9.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	9.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	9.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	9.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	9.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	9.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	9.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	9.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	9.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	8.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	8.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	8.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	8.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	8.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	8.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	8.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	8.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	8.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	8.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	8.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	8.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	8.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	8.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	8.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	8.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	8.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	8.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	8.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	8.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	8.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	8.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	8.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	7.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	7.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	7.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	7.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	7.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	7.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	7.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	7.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	7.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	7.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	7.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	7.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	7.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	7.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	7.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	7.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	6.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	6.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	6.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	6.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	6.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	6.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	6.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	6.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	6.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	6.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	6.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	6.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	6.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	6.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	6.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	6.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	6.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	6.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	6.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	6.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	6.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	6.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	6.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	6.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	6.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	6.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	6.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	6.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	6.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	6.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	6.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	6.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	6.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	6.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	6.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	6.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	6.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	6.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	6.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	6.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	6.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	6.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	6.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	6.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	6.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	6.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	6.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	6.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	6.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	6.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	6.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	6.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	5.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	5.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	5.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	5.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	5.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	5.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	5.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	5.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	5.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	5.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	5.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	5.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	5.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	5.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	5.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	5.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	5.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	5.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	5.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	5.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	5.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	5.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	5.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	5.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	5.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	5.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	5.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	5.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	5.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	5.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	5.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	5.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	5.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	5.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	5.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	5.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	5.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	5.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	5.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	5.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	5.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	5.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	5.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	5.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	5.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	5.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	5.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	5.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	5.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	5.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	5.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	5.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	5.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	5.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	5.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	5.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	5.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	5.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	5.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	5.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	5.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	5.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	5.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	5.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	5.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	5.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	5.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	5.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	5.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	5.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	4.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	4.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	4.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	4.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	4.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	4.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	4.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	4.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	4.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	4.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	4.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	4.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	4.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	4.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	4.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	4.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	4.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	4.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	4.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	4.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	4.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	4.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	4.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	4.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	4.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	4.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	4.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	4.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	4.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	4.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	4.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	4.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	4.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	4.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	4.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	4.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	4.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	4.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	4.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	4.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	4.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	4.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	4.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	4.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	4.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	4.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	4.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	4.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	4.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	4.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	4.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	4.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	4.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	4.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	4.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	4.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	4.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	4.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	4.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	4.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	4.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	4.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	4.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	4.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	4.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	4.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	4.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	4.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	4.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	4.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	4.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	4.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	4.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	4.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	4.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	4.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	4.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	4.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	4.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	4.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	4.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	4.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	4.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	4.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	4.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	4.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	4.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	4.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	4.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	4.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	4.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	4.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	4.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	4.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	4.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	3.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	3.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	3.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	3.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	3.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	3.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	3.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	3.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	3.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	3.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	3.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	3.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	3.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	3.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	3.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	3.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	3.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	3.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	3.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	3.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	3.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	3.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	3.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	3.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	3.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	3.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	3.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	3.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	3.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	3.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	3.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	3.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	3.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	3.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	3.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	3.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	3.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	3.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	3.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	3.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	3.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	3.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	3.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	3.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	3.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	3.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	3.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	3.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	3.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	3.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	3.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	3.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	3.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	3.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	3.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	3.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	3.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	3.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	3.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	3.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	3.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	3.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	3.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	3.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	3.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	3.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	3.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	3.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	3.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	3.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	3.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	3.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	3.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	2.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	2.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	2.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	2.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	2.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	2.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	2.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	2.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	2.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	2.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	2.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	2.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	2.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	2.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	2.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	2.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	2.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	2.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	2.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	2.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	2.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	2.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	2.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	2.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	2.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	2.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	2.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	2.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	2.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	2.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	2.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	2.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	2.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	2.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	2.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	2.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	2.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	1.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	1.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	1.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	1.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	1.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	1.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	1.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	1.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	1.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	1.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	1.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	1.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	1.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	1.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	1.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	1.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	1.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	0.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.19

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

11.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	24.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	22.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	22.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	21.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	19.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	18.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	17.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	16.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	16.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	16.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	16.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	15.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	15.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	15.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	14.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	14.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	14.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	14.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	14.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	14.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	14.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	13.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	13.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	13.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	13.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	12.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	12.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	12.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	12.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	12.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	12.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	12.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	11.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	11.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	11.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	11.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	11.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	10.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	10.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	10.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	10.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	10.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	10.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	10.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	9.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	9.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	9.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	9.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	9.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	8.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	8.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	8.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	8.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	8.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	8.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	8.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	7.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	7.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	7.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	7.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	7.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	7.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	5.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	5.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	2.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	2.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	2.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	1.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	1.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.64

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

16.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	91.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	88.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	60.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	59.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	54.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	53.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	50.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	50.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	49.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	44.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	42.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	42.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	41.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	41.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	40.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	38.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	38.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	36.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	36.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	35.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	34.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	33.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	33.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	32.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	31.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	30.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	30.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	29.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	28.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	27.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	27.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	27.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	26.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	26.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	25.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	25.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	25.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	24.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	24.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	24.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	23.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	23.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	23.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	23.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	22.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	22.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	22.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	22.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	22.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	22.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	22.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	22.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	21.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	21.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	21.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	21.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	21.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	21.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	20.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	20.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	20.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	20.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	20.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	20.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	20.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	20.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	19.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	19.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	19.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	19.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	19.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	19.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	19.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	19.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	19.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	18.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	18.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	18.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	18.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	18.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	18.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	17.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	17.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	17.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	17.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	17.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	17.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	17.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	17.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	17.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	16.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.6
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	16.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	16.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	16.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	16.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	16.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	16.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	15.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	15.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	15.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	15.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	15.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	15.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	15.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	15.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	15.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	15.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	15.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	15.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	15.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	14.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	14.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	14.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	14.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	14.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	14.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	14.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	14.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	14.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	13.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	13.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	13.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	13.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	13.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	13.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	13.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	12.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	12.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	12.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	12.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	12.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	12.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	11.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	11.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	11.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	11.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	11.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	11.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	11.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	11.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	11.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	11.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	11.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	10.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	10.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	10.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	10.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	9.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	9.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	9.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	9.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	9.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	9.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	9.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	9.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	9.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	8.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	8.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	7.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	7.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	7.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	7.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	7.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	7.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	7.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	7.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	7.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	6.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	6.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	6.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	6.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	6.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	6.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	5.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	5.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	4.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	4.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	4.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	4.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	4.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	4.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	3.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	2.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	1.2
CPT0011410003	Tumor	0.6
CPT0078800003	Tumor	0.6
CPT0001180009	Tumor	0.4
CPT0017850003	Tumor	0.4
CPT0065450001	Normal	0.4
CPT0012770003	Normal	0.4
CPT0077500001	Normal	0.4
CPT0012640003	Normal	0.4
CPT0014450004	Tumor	0.3
CPT0089480003	Normal	0.3
CPT0069010001	Normal	0.3
CPT0077140001	Normal	0.3
CPT0007470001	Normal	0.3
CPT0088640003	Normal	0.3
CPT0066430001	Normal	0.3
CPT0026420001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0025920001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0069190001	Normal	0.3
CPT0088710001	Normal	0.3
CPT0023350003	Tumor	0.3
CPT0020020001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0012090003	Normal	0.2
CPT0076350001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0010170001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0025170003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0009080003	Normal	0.2
CPT0001510001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0009020003	Normal	0.2
CPT0023360001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0006950001	Normal	0.2
CPT0001550001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0077320001	Normal	0.2
CPT0081880003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0066520001	Normal	0.2
CPT0065750003	Tumor	0.2
CPT0014350001	Normal	0.2
CPT0001230001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0012290003	Normal	0.2
CPT0078530001	Normal	0.2
CPT0012670003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0086970003	Normal	0.2
CPT0077310003	Tumor	0.2
CPT0092800003	Normal	0.2
CPT0086890003	Normal	0.1
CPT0087050003	Normal	0.1
CPT0092740003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0063640001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0025060001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0084590001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0017450001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0088570001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0010120001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0010160003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0002270011	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0088900003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0081990003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0014160003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0009000003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0085670003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0012180003	Tumor	-0.1
CPT0071150004	Tumor	-0.1
CPT0001270001	Normal	-0.1
CPT0066470004	Tumor	-0.1
CPT0077490003	Tumor	-0.1
CPT0025290003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0086030003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0015730003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0019990003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0063630003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0025050003	Tumor	-0.1
CPT0076330003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0025350003	Tumor	-0.2
CPT0017410003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0092730003	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0007860003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0006440003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0001260009	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0009060003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0024670003	Tumor	-0.3
CPT0011240003	Tumor	-0.3
CPT0086870003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0084560003	Tumor	-0.3
CPT0000640003	Tumor	-0.3
CPT0025110003	Tumor	-0.3
CPT0079270003	Tumor	-0.4
CPT0069160003	Tumor	-0.4
CPT0077110003	Tumor	-0.5
CPT0078990003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0001540009	Tumor	-0.5
CPT0081600003	Tumor	-0.5
CPT0088550004	Tumor	-0.5
CPT0001340003	Tumor	-0.6
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA023557	Antibody CAB015463	Antibody CAB022081
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