Expression of PGS1 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

PGS1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.79

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

5.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	20.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	19.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	15.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	15.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	12.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	11.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	9.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	8.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	8.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	7.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	6.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	5.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	5.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	5.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	4.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	4.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	4.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	4.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	3.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	3.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	3.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	2.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	2.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	1.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
Show allShow less

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

& Survival analysisⁱ

PGS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.2

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

9.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	32.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	22.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	19.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	18.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	18.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	18.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	17.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	17.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	16.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	16.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	16.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	16.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	16.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	16.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	16.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	15.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	15.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	15.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	15.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	15.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	15.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	14.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	14.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	14.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	14.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	14.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	14.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	13.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	13.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	13.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	13.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	13.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	13.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	13.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	13.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	13.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	13.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	13.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	13.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	13.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	13.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	13.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	13.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	13.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	12.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	12.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	12.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	12.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	12.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	12.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	12.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	12.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	12.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	12.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	12.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	12.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	12.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	12.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.5
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	12.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	12.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	12.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	12.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	12.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	12.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	12.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	12.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	12.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	12.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	12.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	12.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	11.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	11.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	11.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	11.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	11.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	11.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	11.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	11.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	11.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	11.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	11.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	11.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	11.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	11.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	11.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	11.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	11.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	11.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	11.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	11.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	11.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	11.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	11.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	11.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	11.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	11.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	11.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	11.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	11.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	11.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	10.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	10.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	10.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	10.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	10.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	10.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	10.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	10.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	10.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	10.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	10.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	10.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	10.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	10.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	10.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	10.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	10.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	10.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	10.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	10.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	10.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	10.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	10.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	10.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	10.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	10.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	10.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	10.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	10.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	10.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	10.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	10.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	10.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	9.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	9.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	9.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	9.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	9.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	9.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	9.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	9.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	9.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	9.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	9.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	9.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	9.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	9.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	9.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	9.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	9.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	9.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	9.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	9.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	9.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	9.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	9.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	9.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	9.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	9.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	9.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	9.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	9.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	9.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	9.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	9.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	9.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	9.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	9.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	9.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	8.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	8.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	8.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	8.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	8.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	8.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	8.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	8.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	8.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	8.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	8.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	8.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	8.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	8.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	8.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	8.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	8.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	8.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	8.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	8.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	8.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	8.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	8.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	8.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	8.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	8.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	8.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	8.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	8.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	8.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	8.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	8.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	8.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	8.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	8.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	8.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	8.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	8.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	8.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	8.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	8.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	8.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	7.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	7.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	7.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	7.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	7.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	7.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	7.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	7.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	7.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	7.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	7.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	7.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	7.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	7.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	7.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	7.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	7.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	7.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	7.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	7.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	7.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	7.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	7.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	7.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	7.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	7.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	7.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	7.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	7.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	7.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	7.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	7.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	7.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	7.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	6.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	6.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	6.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	6.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	6.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	6.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	6.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	6.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	6.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	6.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	6.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	6.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	6.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	6.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	6.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	6.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	6.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	6.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	6.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	6.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	6.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	6.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	6.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	6.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	6.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	6.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	6.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	6.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	6.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	6.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	6.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	5.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	5.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	5.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	5.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	5.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	5.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	5.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	5.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	5.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	5.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	5.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	5.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	5.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	4.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	4.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	4.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	4.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	3.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	3.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	2.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.0
Show allShow less

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

& Survival analysisⁱ

PGS1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.28

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

15.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	32.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	27.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	26.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	24.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	24.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	23.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	23.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	22.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	22.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	21.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	21.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	20.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	20.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	20.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	20.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	19.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	19.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	19.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	19.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	18.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	17.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	17.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	17.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	17.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	17.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	17.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	17.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	16.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	16.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	16.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	16.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	16.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	15.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	15.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	15.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	15.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	15.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	15.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	15.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	15.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	15.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	15.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	15.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	15.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	15.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	15.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	15.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	15.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	15.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	14.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	14.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	14.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	14.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	14.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	14.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	13.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	13.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	12.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	12.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	12.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	12.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	12.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	11.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	11.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	10.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	10.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	10.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	10.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	10.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	9.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.2
Show allShow less

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

& Survival analysisⁱ

PGS1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

12.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	38.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	36.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	35.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	33.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	33.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	32.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	30.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	27.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	27.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	27.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	27.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	26.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	26.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	26.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	25.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	24.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	24.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	23.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	23.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	22.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	22.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	22.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	22.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	21.5
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	21.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	21.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	20.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	20.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	20.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	20.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	19.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	19.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	18.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	18.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	18.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	18.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	18.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	17.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	17.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	17.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	17.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	17.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	17.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	17.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	17.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	17.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	17.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	17.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	17.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	17.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	16.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	16.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	16.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	16.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	16.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	16.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	16.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	16.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	16.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	16.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	16.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	16.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	16.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	15.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	15.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	15.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	15.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	15.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	15.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	15.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	14.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	14.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	14.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	14.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	14.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	14.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	14.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	14.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	14.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	13.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	13.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	13.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	13.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	13.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	13.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	13.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	13.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	12.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	12.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	12.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	12.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	12.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	12.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	12.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	12.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	12.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	11.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	11.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	11.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	11.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	11.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	11.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	11.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	11.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	11.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	11.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	11.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	11.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	11.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	10.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	10.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	10.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	10.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	10.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	9.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	9.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	9.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	8.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	8.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	8.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	8.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	8.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	8.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	8.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	8.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	8.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	8.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	8.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	7.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	7.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	7.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	7.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	7.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	6.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	6.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	5.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	5.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	4.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	3.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	3.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	1.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	1.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	1.6
CPT0012550003	Tumor	1.0
CPT0092290003	Tumor	0.9
CPT0007860003	Tumor	0.7
CPT0012180003	Tumor	0.6
CPT0014160003	Tumor	0.5
CPT0088970003	Tumor	0.5
CPT0024670003	Tumor	0.5
CPT0064370003	Tumor	0.5
CPT0069160003	Tumor	0.4
CPT0001340003	Tumor	0.4
CPT0020120003	Tumor	0.4
CPT0001500009	Tumor	0.4
CPT0009060003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0066430001	Normal	0.3
CPT0075560003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0078510003	Tumor	0.3
CPT0012290003	Normal	0.3
CPT0020020001	Normal	0.3
CPT0012570003	Normal	0.3
CPT0009080003	Normal	0.3
CPT0089480003	Normal	0.2
CPT0092160003	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0088780001	Normal	0.2
CPT0014450004	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0023350003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0065450001	Normal	0.2
CPT0079180003	Tumor	0.2
CPT0081880003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0012090003	Normal	0.2
CPT0092310003	Normal	0.2
CPT0092740003	Normal	0.2
CPT0088480003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0023710001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0078840001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0026420001	Normal	0.1
CPT0011410003	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0014470001	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0063630003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0023690003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0007870001	Normal	0.1
CPT0007320003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0001350001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0000790001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0018250001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0064400001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0006530001	Normal	-0.1
CPT0081990003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0078660003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0025610001	Normal	-0.1
CPT0025170003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0001230001	Normal	-0.1
CPT0063640001	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0025290003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0089020003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0025050003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0006440003	Tumor	-0.2
CPT0069190001	Normal	-0.2
CPT0077490003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0001510001	Normal	-0.2
CPT0017410003	Tumor	-0.2
CPT0079300001	Normal	-0.2
CPT0000640003	Tumor	-0.2
CPT0023360001	Normal	-0.2
CPT0025230003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0012640003	Normal	-0.2
CPT0026410003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0017850003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0071150004	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0065820001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0000660001	Normal	-0.3
CPT0079270003	Tumor	-0.3
CPT0079230003	Tumor	-0.3
CPT0075170001	Normal	-0.3
CPT0078990003	Tumor	-0.3
CPT0065810003	Tumor	-0.3
CPT0024680001	Normal	-0.3
CPT0085670003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0065690003	Tumor	-0.3
CPT0084560003	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0079510001	Normal	-0.4
CPT0077110003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0001270001	Normal	-0.4
CPT0010120001	Normal	-0.4
CPT0025350003	Tumor	-0.4
CPT0088550004	Tumor	-0.4
CPT0065930003	Tumor	-0.5
CPT0092730003	Tumor	-0.5
CPT0084590001	Normal	-0.5
CPT0088760003	Tumor	-0.5
CPT0092190003	Normal	-0.5
CPT0065870003	Tumor	-0.6
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 HPA022526
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