Expression of NRP2 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

NRP2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.28

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

5.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	79.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	31.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	16.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	15.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	14.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	13.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	13.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	8.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	8.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	7.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	7.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	6.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	6.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	5.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	4.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	4.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	4.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	4.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	3.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	2.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	2.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	2.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	1.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	1.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	1.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	1.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	1.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	1.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	0.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NRP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.6

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

15.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	125.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	85.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	61.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	56.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	53.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	51.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	51.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	50.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	50.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	49.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	46.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	44.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	44.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	43.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	43.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	43.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	43.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	42.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	41.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	40.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	39.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	39.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	39.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	38.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	38.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	38.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	37.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	37.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	37.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	36.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	34.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	34.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	34.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	34.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	34.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	34.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	33.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	33.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	33.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	33.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	33.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	32.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	32.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	32.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	32.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	32.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	32.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	31.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	31.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	31.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	31.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	30.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	30.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	30.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	30.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	29.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	29.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	28.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	28.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	28.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	28.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	28.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	28.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	28.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	27.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	27.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	27.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	27.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	27.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	26.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	26.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	26.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	26.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	26.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	26.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	25.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	25.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	25.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	25.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	25.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	24.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	24.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	24.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	24.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	24.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	24.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	24.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	24.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	24.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	24.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	24.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	24.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	24.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	23.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	23.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	23.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	23.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	23.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	23.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	22.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	22.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	22.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	22.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	22.3
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	22.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	21.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	21.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	21.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	21.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	21.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	21.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	21.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	21.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	21.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	21.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	21.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	20.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	20.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	20.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	20.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	20.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	20.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	19.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	19.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	19.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	19.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	19.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	19.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	19.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	19.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	19.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	19.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	19.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	19.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	18.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	18.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	18.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	18.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	18.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	18.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	18.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	18.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	18.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	18.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	18.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	18.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	18.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	17.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	17.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	17.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	17.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	17.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	17.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	17.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	17.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	17.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	17.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	17.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	17.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	17.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	16.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	16.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	16.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	16.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	16.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	16.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	16.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	16.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	16.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	16.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	16.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	16.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	16.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	16.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	16.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	16.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	16.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	16.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	15.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	15.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	15.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	15.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	15.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	15.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	15.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	15.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	15.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	15.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	15.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	15.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	15.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	15.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	14.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	14.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	14.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	14.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	14.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	14.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	14.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	14.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	14.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	14.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	14.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	14.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	14.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	14.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	14.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	14.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	13.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	13.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	13.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	13.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	13.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	13.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	13.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	13.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	13.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	13.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	13.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	13.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	13.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	12.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	12.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	12.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	12.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	12.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	12.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	12.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	12.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	11.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	11.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	11.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	11.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	11.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	11.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	11.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	11.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	10.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	10.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	10.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	10.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	10.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	10.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	10.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	10.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	10.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	10.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	10.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	10.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	10.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	10.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	10.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	10.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	10.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	9.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	9.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	9.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	9.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	9.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	9.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	9.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	9.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	9.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	9.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	9.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	8.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	8.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	8.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	8.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	8.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	8.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	8.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	8.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	8.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	8.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	8.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	8.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	7.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	7.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	7.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	7.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	7.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	7.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	7.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	7.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	7.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	7.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	6.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	6.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	6.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	6.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	6.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	6.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	6.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	6.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	6.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	6.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	6.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	6.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	6.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	5.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	5.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	5.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	5.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	5.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	5.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	5.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	5.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	5.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	5.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	5.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	4.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	4.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	4.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	4.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	4.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	4.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	4.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	4.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	3.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	3.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	3.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	3.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	3.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	3.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	3.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	3.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	3.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	2.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	2.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	2.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	1.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	1.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	1.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NRP2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.5

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

20.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	86.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	60.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	47.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	45.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	44.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	42.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	42.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	40.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	38.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	38.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	36.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	35.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	33.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	31.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	31.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	31.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	30.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	29.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	29.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	29.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	29.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	28.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	27.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	27.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	27.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	27.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	26.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	26.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	25.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	25.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	24.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	24.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	23.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	23.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	23.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	23.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	21.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	21.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	21.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	20.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	20.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	20.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	20.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	20.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	19.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	19.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	19.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	17.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	16.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	14.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	14.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	14.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	14.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	14.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	13.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	13.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	12.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	12.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	11.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	11.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	11.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	10.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	10.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	9.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	9.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	8.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	7.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	6.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	6.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	6.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	5.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	5.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	4.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	4.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	4.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	1.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	1.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NRP2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.79

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

4.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	40.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	33.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	30.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	29.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	28.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	21.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	20.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	18.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	18.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	16.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	16.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	14.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	14.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	12.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	12.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	12.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	12.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	12.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	11.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	10.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	10.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	10.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	9.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	9.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	9.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	9.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	9.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	8.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	8.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	8.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	8.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	8.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	8.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	8.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	7.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	7.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	7.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	7.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	7.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	7.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	6.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	6.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	6.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	6.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	6.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	6.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	6.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	6.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	5.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	5.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	5.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	5.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	5.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	5.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	5.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	5.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	5.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	5.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	5.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	5.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	4.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	4.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	4.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	4.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	4.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	4.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	4.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	4.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	4.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	4.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	4.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	4.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	4.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	4.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	4.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	4.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	4.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	3.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	3.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	3.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	3.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	3.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	3.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	3.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	3.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	3.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	3.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	3.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	3.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	3.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	3.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	3.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	3.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	3.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	3.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	3.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	3.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	3.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	2.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	2.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	2.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	2.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	2.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	2.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	2.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	2.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	2.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	2.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	2.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	2.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	2.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	2.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	2.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	2.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	2.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	2.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	2.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	2.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	2.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	2.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	2.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	2.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	2.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	2.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	2.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	2.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	2.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	2.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	2.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	2.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	2.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	2.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	2.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	2.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	2.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	1.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	1.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	1.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	1.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	1.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	1.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	1.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	1.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	1.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	1.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	1.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	1.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	1.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	1.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	1.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	1.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	1.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	1.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	1.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	1.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	1.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	1.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	1.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	1.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	1.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	1.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	1.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	1.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	1.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	1.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	1.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	1.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	1.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	1.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	1.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	1.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	1.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	1.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	1.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	1.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	1.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	1.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	1.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	1.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	1.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	0.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	0.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	0.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	0.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	0.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	0.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	0.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	0.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	0.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	0.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	0.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	0.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	0.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	0.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	0.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	0.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	0.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	0.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	0.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	0.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	0.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	0.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	0.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	0.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	0.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	0.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0084560003	Tumor	2.6
CPT0088970003	Tumor	2.4
CPT0081880003	Tumor	2.0
CPT0012550003	Tumor	1.8
CPT0088550004	Tumor	1.8
CPT0023350003	Tumor	1.6
CPT0069160003	Tumor	1.5
CPT0012280003	Tumor	1.5
CPT0017850003	Tumor	1.4
CPT0007860003	Tumor	1.2
CPT0064370003	Tumor	1.2
CPT0076330003	Tumor	1.2
CPT0020120003	Tumor	1.1
CPT0075560003	Tumor	1.1
CPT0089460004	Tumor	1.1
CPT0078510003	Tumor	1.0
CPT0092730003	Tumor	0.9
CPT0069000003	Tumor	0.9
CPT0066480003	Tumor	0.9
CPT0001180009	Tumor	0.9
CPT0063630003	Tumor	0.8
CPT0075130003	Tumor	0.8
CPT0002270011	Tumor	0.8
CPT0015910003	Tumor	0.7
CPT0002350011	Tumor	0.7
CPT0012670003	Tumor	0.6
CPT0065690003	Tumor	0.6
CPT0086870003	Tumor	0.6
CPT0021240003	Tumor	0.6
CPT0006630003	Tumor	0.6
CPT0078930003	Tumor	0.6
CPT0066470004	Tumor	0.6
CPT0077490003	Tumor	0.5
CPT0012900004	Tumor	0.5
CPT0011240003	Tumor	0.5
CPT0065930003	Tumor	0.4
CPT0025290003	Tumor	0.4
CPT0019990003	Tumor	0.4
CPT0012180003	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0079410003	Tumor	0.4
CPT0025170003	Tumor	0.4
CPT0088760003	Tumor	0.3
CPT0079180003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0089020003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0011410003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0079230003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0077320001	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0025880003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0084590001	Normal	0.1
CPT0007320003	Tumor	0.1
CPT0086950003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0085670003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0001540009	Tumor	0.0
CPT0001260009	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0010160003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0001340003	Tumor	0.0
CPT0065750003	Tumor	0.0
CPT0024680001	Normal	-0.1
CPT0078660003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0086820003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0000780007	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0000890001	Normal	-0.2
CPT0012370003	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0079510001	Normal	-0.2
CPT0010120001	Normal	-0.2
CPT0019160001	Normal	-0.2
CPT0088630003	Tumor	-0.2
CPT0088780001	Normal	-0.2
CPT0018250001	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0064400001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0012290003	Normal	-0.2
CPT0092160003	Tumor	-0.3
CPT0020020001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0001270001	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0001190001	Normal	-0.3
CPT0015730003	Tumor	-0.3
CPT0010170001	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0026420001	Normal	-0.3
CPT0079480003	Tumor	-0.3
CPT0009020003	Normal	-0.4
CPT0086890003	Normal	-0.4
CPT0076350001	Normal	-0.4
CPT0014350001	Normal	-0.4
CPT0066430001	Normal	-0.4
CPT0079000001	Normal	-0.4
CPT0088710001	Normal	-0.4
CPT0006440003	Tumor	-0.4
CPT0000870016	Tumor	-0.4
CPT0078990003	Tumor	-0.4
CPT0079300001	Normal	-0.4
CPT0069190001	Normal	-0.4
CPT0012770003	Normal	-0.4
CPT0013790003	Normal	-0.4
CPT0009060003	Tumor	-0.4
CPT0092190003	Normal	-0.4
CPT0025610001	Normal	-0.4
CPT0088570001	Normal	-0.4
CPT0012920003	Normal	-0.4
CPT0089480003	Normal	-0.5
CPT0020130001	Normal	-0.5
CPT0009080003	Normal	-0.5
CPT0002370001	Normal	-0.5
CPT0012090003	Normal	-0.5
CPT0075570001	Normal	-0.5
CPT0000660001	Normal	-0.5
CPT0014370004	Tumor	-0.5
CPT0081620001	Normal	-0.5
CPT0078940001	Normal	-0.5
CPT0006950001	Normal	-0.5
CPT0026410003	Tumor	-0.5
CPT0014450004	Tumor	-0.5
CPT0012570003	Normal	-0.6
CPT0017450001	Normal	-0.6
CPT0078670001	Normal	-0.6
CPT0012640003	Normal	-0.6
CPT0001350001	Normal	-0.6
CPT0077110003	Tumor	-0.6
CPT0077140001	Normal	-0.6
CPT0088640003	Normal	-0.6
CPT0087050003	Normal	-0.6
CPT0078800003	Tumor	-0.6
CPT0023360001	Normal	-0.6
CPT0006530001	Normal	-0.7
CPT0078530001	Normal	-0.7
CPT0088920001	Normal	-0.7
CPT0092740003	Normal	-0.7
CPT0065450001	Normal	-0.7
CPT0006730001	Normal	-0.8
CPT0000790001	Normal	-0.8
CPT0007870001	Normal	-0.9
CPT0089040001	Normal	-0.9
CPT0025920001	Normal	-0.9
CPT0077500001	Normal	-0.9
CPT0001550001	Normal	-0.9
CPT0088500001	Normal	-1.0
CPT0079430001	Normal	-1.0
CPT0078840001	Normal	-1.1
CPT0023710001	Normal	-1.2
CPT0065820001	Normal	N/A
CPT0071150004	Tumor	N/A
CPT0092790003	Tumor	N/A
CPT0025050003	Tumor	N/A
CPT0001510001	Normal	N/A
CPT0092290003	Tumor	N/A
CPT0086360003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0001500009	Tumor	N/A
CPT0014130001	Normal	N/A
CPT0092800003	Normal	N/A
CPT0092310003	Normal	N/A
CPT0001230001	Normal	N/A
CPT0065810003	Tumor	N/A
CPT0001220008	Tumor	N/A
CPT0086370003	Normal	N/A
CPT0025060001	Normal	N/A
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA039980
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