Expression of ZPR1 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

ZPR1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.52

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

13.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	29.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	26.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	25.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	25.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	24.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	23.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	19.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	19.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	19.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	19.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	18.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	18.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	17.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	17.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	16.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	15.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	15.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	15.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	15.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	15.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	13.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	13.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	13.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	13.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	12.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	12.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	11.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	11.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	11.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	11.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	10.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	10.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	10.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	10.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	9.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	9.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	7.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	6.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	3.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.1
Show allShow less

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

& Survival analysisⁱ

ZPR1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.65

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

14.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	32.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	29.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	28.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	26.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	25.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	23.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	23.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	23.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	23.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	22.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	22.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	22.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	22.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	22.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	21.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	21.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	21.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	21.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	21.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	21.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	20.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	20.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	20.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	20.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	20.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	20.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	20.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	20.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	20.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	20.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	20.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	19.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	19.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	19.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	19.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	19.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	19.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	19.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	19.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	19.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	19.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	19.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	19.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	19.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	19.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	19.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	18.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	18.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	18.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	18.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	18.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	18.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	18.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	18.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	18.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	18.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	18.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	18.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	18.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	18.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	18.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	18.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	18.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	18.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	18.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	18.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	18.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	18.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	18.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	18.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	18.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	18.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	18.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	17.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	17.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	17.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	17.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	17.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	17.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	17.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	17.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	17.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	17.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	17.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	17.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	17.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	17.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	17.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	17.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	17.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	17.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	17.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	17.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	17.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	17.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	17.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	17.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	17.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	17.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	17.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	17.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	17.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	17.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	17.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	16.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	16.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	16.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	16.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	16.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	16.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	16.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	16.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	16.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	16.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	16.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	16.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	16.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	16.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	16.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	16.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	16.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	16.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	16.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	16.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	16.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	16.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	16.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	16.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	16.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	16.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	16.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	16.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	16.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	16.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	16.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	16.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	16.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	16.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	15.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	15.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	15.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	15.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	15.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	15.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	15.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	15.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	15.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	15.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	15.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	15.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	15.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	15.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	15.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	15.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	15.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	15.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	15.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	15.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	15.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	15.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	15.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	15.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	15.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	15.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	15.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	15.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	15.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	15.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	15.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	15.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	15.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	15.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	15.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	15.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	15.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	15.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	15.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	15.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	15.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	15.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	15.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	15.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	15.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	15.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	14.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	14.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	14.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	14.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	14.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	14.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	14.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	14.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	14.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	14.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	14.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	14.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	14.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	14.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	14.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	14.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	14.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	14.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	14.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	14.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	14.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	14.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	14.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	14.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	14.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	14.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	14.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	14.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	14.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	14.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	14.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	14.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	14.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	14.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	14.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	14.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	14.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	14.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	14.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	14.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.9
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	13.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	13.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	13.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	13.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	13.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	13.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	13.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	13.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	13.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	13.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	13.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	13.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	13.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	13.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	13.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	13.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	13.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	13.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	13.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	13.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	13.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	13.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	13.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	13.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	13.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	13.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	13.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	13.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	13.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	13.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	13.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	13.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	13.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	12.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	12.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	12.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	12.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	12.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	12.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	12.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	12.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	12.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	12.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	12.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	12.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	12.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	12.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	12.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	12.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	12.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	12.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	12.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	12.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	11.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	11.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	11.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	11.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	11.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	11.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	11.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	11.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	11.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	11.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	11.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	11.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	11.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	11.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	11.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	11.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	11.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	11.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	10.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	10.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	10.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	10.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	10.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	10.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	10.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	10.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	9.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	9.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	9.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	9.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	9.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	9.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	9.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	9.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	9.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	8.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	8.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	8.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	7.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	7.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.8
Show allShow less

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

& Survival analysisⁱ

ZPR1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.37

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	24.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	24.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	24.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	23.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	23.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	23.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	22.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	22.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	22.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	22.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	21.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	21.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	21.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	20.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	19.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	19.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	18.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	18.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	18.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	18.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	18.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	18.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	18.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	17.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	17.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	17.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	17.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	17.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	16.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	16.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	16.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	16.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	16.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	16.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	16.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	16.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	15.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	15.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	15.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	15.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	15.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	15.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	15.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	15.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	15.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	15.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	15.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	14.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	14.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	14.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	14.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	14.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	14.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	14.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	13.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	13.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	13.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	12.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	12.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	12.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	12.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	12.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	11.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	11.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	10.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	10.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	8.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	8.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.4
Show allShow less

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

& Survival analysisⁱ

ZPR1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.22

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	27.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	23.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	23.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	22.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	22.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	21.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	21.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	21.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	20.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	19.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	19.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	19.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	19.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	18.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	18.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	18.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	18.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	17.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	17.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	17.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	17.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	17.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	17.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	16.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	16.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	16.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	16.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	16.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	16.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	16.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	16.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	16.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	16.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	15.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	15.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	15.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	15.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	15.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	15.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	15.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	15.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	15.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	15.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	15.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	15.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	15.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	15.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	15.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	14.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	14.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	14.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	14.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	14.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	14.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	14.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	14.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	14.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	14.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	14.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	13.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	13.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	13.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	13.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	13.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	13.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	13.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	13.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	13.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	13.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	13.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	13.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	12.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	12.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	12.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	12.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	12.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	12.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	12.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	12.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	12.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	12.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	12.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	12.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	12.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	12.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	12.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	12.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	11.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	11.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	11.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	11.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	11.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	11.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	11.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	11.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	11.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	11.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	11.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	11.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	11.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	11.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	11.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	10.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	10.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	10.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	10.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	10.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	10.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	10.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	10.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	10.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	10.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	10.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	10.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	10.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	10.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	10.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	10.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	10.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	9.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	9.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	9.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	9.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	9.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	9.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	9.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	9.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	9.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	9.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	9.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	8.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	8.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	8.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	8.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	8.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	8.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	8.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	8.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	8.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	7.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	7.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	7.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	7.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	6.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	6.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	6.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	6.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	5.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	5.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	5.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	5.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	5.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	4.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	4.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	4.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	2.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	2.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 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
CPT0000640003	Tumor	0.9
CPT0079180003	Tumor	0.9
CPT0078660003	Tumor	0.9
CPT0086950003	Tumor	0.7
CPT0025230003	Tumor	0.6
CPT0015730003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0021240003	Tumor	0.5
CPT0017410003	Tumor	0.5
CPT0014160003	Tumor	0.5
CPT0001260009	Tumor	0.5
CPT0009000003	Tumor	0.5
CPT0025880003	Tumor	0.5
CPT0025350003	Tumor	0.5
CPT0014450004	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0088550004	Tumor	0.4
CPT0025580004	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0077110003	Tumor	0.4
CPT0069160003	Tumor	0.4
CPT0006440003	Tumor	0.4
CPT0065930003	Tumor	0.4
CPT0069000003	Tumor	0.4
CPT0024670003	Tumor	0.4
CPT0089460004	Tumor	0.4
CPT0010160003	Tumor	0.4
CPT0012280003	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0001500009	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0006630003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0020120003	Tumor	0.3
CPT0078930003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0077490003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0081880003	Tumor	0.2
CPT0010110003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0006900003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0014370004	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0088970003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0002270011	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0063630003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0078530001	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0017850003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0081990003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0075720003	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0007860003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0010120001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0092190003	Normal	-0.1
CPT0012180003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0078510003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0018250001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0024680001	Normal	-0.2
CPT0012290003	Normal	-0.2
CPT0007870001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0001190001	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0075170001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0092800003	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0065870003	Tumor	-0.2
CPT0078670001	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0066430001	Normal	-0.2
CPT0075570001	Normal	-0.2
CPT0077140001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0009020003	Normal	-0.2
CPT0087050003	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0088920001	Normal	-0.2
CPT0079000001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0079510001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0077500001	Normal	-0.2
CPT0012640003	Normal	-0.3
CPT0000660001	Normal	-0.3
CPT0086890003	Normal	-0.3
CPT0019160001	Normal	-0.3
CPT0086970003	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0092730003	Tumor	-0.3
CPT0000790001	Normal	-0.3
CPT0064400001	Normal	-0.3
CPT0082010001	Normal	-0.3
CPT0088570001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0079300001	Normal	-0.3
CPT0001550001	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0002370001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0007470001	Normal	-0.4
CPT0020130001	Normal	-0.4
CPT0088640003	Normal	-0.4
CPT0069010001	Normal	-0.4
CPT0025920001	Normal	-0.4
CPT0092740003	Normal	-0.7
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 HPA030979	Antibody CAB022596
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