Expression of QPCTL 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

QPCTL is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.05

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

4.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	24.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	14.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	12.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	9.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	9.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	8.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	8.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	7.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	6.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	6.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	6.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	5.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	5.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	5.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	5.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	5.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	5.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	4.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	4.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	4.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	4.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	4.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	4.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	4.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	4.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	4.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	3.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	3.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	3.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	3.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	2.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	2.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.71

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

6.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	27.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	21.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	20.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	18.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	16.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	15.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	15.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	15.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	15.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	15.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	13.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	13.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	13.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	13.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	13.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	13.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	12.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	12.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	12.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	11.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	11.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	10.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	10.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	10.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	10.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	10.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	10.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	10.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	10.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	10.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	10.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	10.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	10.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	10.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	10.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	10.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	10.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	10.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	9.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	9.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	9.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	9.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	9.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	9.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	9.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	9.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	9.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	9.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	9.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	9.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	9.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	9.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	9.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	9.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	9.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	9.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	8.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	8.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	8.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	8.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	8.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	8.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	8.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	8.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	8.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	8.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	8.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	8.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	8.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	8.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	8.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	8.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	8.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	8.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	8.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	8.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	8.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	8.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	8.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	7.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	7.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	7.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	7.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	7.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	7.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	7.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	7.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	7.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	7.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	7.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	7.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	7.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	7.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	7.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	7.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	7.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	7.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	7.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	7.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	7.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	7.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	7.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	7.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	7.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	7.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	7.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	7.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	7.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	7.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	7.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	7.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	7.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	7.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	7.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	7.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	7.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	7.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	7.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	7.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	7.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	7.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	7.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	7.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	7.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	6.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	6.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	6.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	6.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	6.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	6.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	6.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	6.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	6.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	6.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	6.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	6.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	6.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	6.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	6.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	6.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	6.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	6.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	6.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	6.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	6.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	6.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	6.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	6.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	6.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	6.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	6.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	6.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	6.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	6.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	6.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	6.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	6.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	6.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	6.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	6.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	6.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	6.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	6.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	6.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	6.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	6.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	6.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	6.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	6.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	6.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	6.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	6.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	6.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	6.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	6.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	6.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	6.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	6.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	6.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	6.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	6.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	6.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	6.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	6.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	6.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	6.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	6.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	6.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	6.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	6.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	6.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	6.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	6.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	6.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	6.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	6.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	6.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	6.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	6.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	6.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	6.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	6.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	5.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	5.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	5.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	5.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	5.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	5.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	5.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	5.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	5.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	5.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	5.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	5.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	5.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	5.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	5.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	5.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	5.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	5.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	5.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	5.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	5.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	5.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	5.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	5.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	5.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	5.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	5.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	5.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	5.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	5.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	5.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	5.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	5.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	5.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	5.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	5.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	5.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	5.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	5.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	5.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	5.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	5.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	5.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	5.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	5.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	5.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	5.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	5.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	5.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	5.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	5.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	5.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	5.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	5.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	5.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	5.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	4.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	4.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	4.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	4.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	4.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	4.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	4.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	4.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	4.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	4.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	4.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	4.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	4.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	4.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	4.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	4.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	4.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	4.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	4.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	4.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	4.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	4.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	4.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	4.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	4.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	4.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	4.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	4.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	4.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	4.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	4.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	4.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	4.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	4.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	4.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	4.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	4.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	4.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	4.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	4.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	4.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	4.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	4.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	4.2
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	4.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	4.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	4.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	4.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	4.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	4.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	4.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	4.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	4.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	4.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	4.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	4.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	4.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	4.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	4.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	4.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	3.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	3.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	3.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	3.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	3.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	3.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	3.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	3.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	3.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	3.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	3.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	3.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	3.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	3.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	3.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	3.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	3.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	3.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	3.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	3.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	3.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	3.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	3.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	3.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	3.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	3.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	3.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	3.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	3.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	3.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	2.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	2.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	2.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	2.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	2.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	2.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	2.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	2.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	2.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	1.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	1.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	0.6
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.25

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

7.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	27.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	20.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	11.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	11.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	11.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	11.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	10.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	10.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	9.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	9.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	9.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	9.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	9.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	8.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	8.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	8.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	8.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	8.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	8.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	8.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	8.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	8.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	7.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	7.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	7.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	7.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	7.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	7.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	6.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	6.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	6.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	6.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	6.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	6.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	6.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	6.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	6.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	6.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	6.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	6.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	6.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	6.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	6.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	6.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	6.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	6.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	6.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	6.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	6.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	5.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	5.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	5.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	5.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	5.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	5.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	5.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	5.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	5.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	5.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	5.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	5.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	5.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	5.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	5.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	4.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	4.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	4.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	4.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	4.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	4.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	4.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	4.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	4.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	3.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	3.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	2.7
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

8.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	37.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	33.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	29.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	26.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	24.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	22.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	22.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	21.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	21.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	19.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	18.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	18.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	17.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	17.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	17.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	16.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	16.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	16.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	16.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	16.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	15.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	15.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	15.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	14.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	14.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	14.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	13.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	13.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	13.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	13.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	12.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	11.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	11.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	11.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	11.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	11.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	10.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	10.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	10.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	10.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	10.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	10.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	10.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	10.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	10.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	9.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	9.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	9.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	9.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	9.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	9.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	9.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	9.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	9.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	9.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	9.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	9.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	9.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	9.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	9.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	8.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	8.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	8.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	8.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	8.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	8.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	8.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	8.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	8.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	8.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	8.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	8.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	8.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	8.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	8.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	8.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	7.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	7.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	7.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	7.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	7.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	7.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	7.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	7.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	7.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	7.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	7.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	7.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	7.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	7.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	7.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	7.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	7.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	7.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	7.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	7.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	7.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	7.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	7.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	7.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	7.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	6.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	6.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	6.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	6.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	6.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	6.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	6.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	6.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	6.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	6.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	6.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	6.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	6.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	6.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	6.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	6.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	6.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	6.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	6.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	6.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	6.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	6.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	6.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	6.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	5.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	5.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	5.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	5.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	5.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	5.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	5.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	5.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	5.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	5.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	5.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	5.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	5.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	5.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	5.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	5.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	5.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	5.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	5.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	5.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	5.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	5.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	5.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	5.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	5.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	5.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	4.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	4.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	4.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	4.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	4.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	4.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	4.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	4.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	4.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	4.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	3.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	3.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	3.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	3.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	3.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	3.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	3.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	2.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	2.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	2.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	2.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	1.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	1.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	0.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001340003	Tumor	1.4
CPT0081880003	Tumor	1.4
CPT0076330003	Tumor	1.3
CPT0009000003	Tumor	1.2
CPT0002350011	Tumor	1.2
CPT0012180003	Tumor	1.1
CPT0088690003	Tumor	1.0
CPT0025050003	Tumor	1.0
CPT0025110003	Tumor	1.0
CPT0064370003	Tumor	0.9
CPT0023350003	Tumor	0.8
CPT0000640003	Tumor	0.8
CPT0025230003	Tumor	0.7
CPT0021240003	Tumor	0.7
CPT0086950003	Tumor	0.7
CPT0007860003	Tumor	0.7
CPT0020120003	Tumor	0.6
CPT0025290003	Tumor	0.6
CPT0065930003	Tumor	0.6
CPT0014160003	Tumor	0.6
CPT0063630003	Tumor	0.6
CPT0001260009	Tumor	0.6
CPT0078930003	Tumor	0.6
CPT0015910003	Tumor	0.6
CPT0078660003	Tumor	0.5
CPT0075560003	Tumor	0.5
CPT0023690003	Tumor	0.5
CPT0065690003	Tumor	0.5
CPT0081600003	Tumor	0.5
CPT0069160003	Tumor	0.5
CPT0006440003	Tumor	0.4
CPT0012550003	Tumor	0.4
CPT0089460004	Tumor	0.4
CPT0088630003	Tumor	0.4
CPT0092730003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0077310003	Tumor	0.4
CPT0010160003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0006630003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0019130003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0075130003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0024670003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0066480003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0006900003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0025170003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0026410003	Tumor	0.1
CPT0065810003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0063320003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0079270003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0078800003	Tumor	0.1
CPT0092790003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0084560003	Tumor	0.0
CPT0069000003	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0078840001	Normal	-0.1
CPT0066470004	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0088640003	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0088550004	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0084590001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0009060003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0078940001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0006730001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0079480003	Tumor	-0.2
CPT0002270011	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0065450001	Normal	-0.2
CPT0071150004	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0000790001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0013790003	Normal	-0.3
CPT0065870003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0023360001	Normal	-0.3
CPT0020130001	Normal	-0.3
CPT0007470001	Normal	-0.3
CPT0001510001	Normal	-0.3
CPT0079410003	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0077140001	Normal	-0.3
CPT0075570001	Normal	-0.3
CPT0088920001	Normal	-0.3
CPT0066520001	Normal	-0.4
CPT0086370003	Normal	-0.4
CPT0064400001	Normal	-0.4
CPT0081620001	Normal	-0.4
CPT0088970003	Tumor	-0.4
CPT0089040001	Normal	-0.4
CPT0010110003	Tumor	-0.4
CPT0025060001	Normal	-0.4
CPT0010170001	Normal	-0.4
CPT0065820001	Normal	-0.4
CPT0007320003	Tumor	-0.4
CPT0012290003	Normal	-0.4
CPT0019160001	Normal	-0.4
CPT0092740003	Normal	-0.4
CPT0001270001	Normal	-0.5
CPT0012770003	Normal	-0.5
CPT0000890001	Normal	-0.5
CPT0024680001	Normal	-0.5
CPT0014350001	Normal	-0.5
CPT0079300001	Normal	-0.5
CPT0014130001	Normal	-0.5
CPT0088570001	Normal	-0.5
CPT0079000001	Normal	-0.5
CPT0087050003	Normal	-0.5
CPT0079430001	Normal	-0.5
CPT0012570003	Normal	-0.5
CPT0079510001	Normal	-0.6
CPT0014470001	Normal	-0.6
CPT0082010001	Normal	-0.6
CPT0076350001	Normal	-0.6
CPT0092190003	Normal	-0.6
CPT0017850003	Tumor	-0.6
CPT0086970003	Normal	-0.6
CPT0001190001	Normal	-0.6
CPT0006950001	Normal	-0.6
CPT0012640003	Normal	-0.6
CPT0078530001	Normal	-0.6
CPT0079180003	Tumor	-0.7
CPT0010120001	Normal	-0.7
CPT0086890003	Normal	-0.7
CPT0063330001	Normal	-0.7
CPT0081990003	Tumor	-0.7
CPT0025610001	Normal	-0.7
CPT0007870001	Normal	-0.7
CPT0075170001	Normal	-0.7
CPT0011240003	Tumor	-0.7
CPT0012090003	Normal	-0.8
CPT0001220008	Tumor	-0.9
CPT0012900004	Tumor	-0.9
CPT0009020003	Normal	-0.9
CPT0017450001	Normal	-1.0
CPT0018250001	Normal	-1.0
CPT0001230001	Normal	-1.0
CPT0009080003	Normal	-1.1
CPT0012920003	Normal	-1.3
CPT0017410003	Tumor	-1.8
Show allShow less

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 HPA040797
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
Carcinoma, NOS
Adenocarcinoma, NOS