Expression of FBLN5 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

FBLN5 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.18

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

8.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	46.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	26.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	24.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	23.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	21.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	19.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	14.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	14.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	13.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	13.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	12.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	12.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	10.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	9.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	8.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	8.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	7.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	6.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	6.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	6.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	6.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	5.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	5.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	4.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	4.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	4.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	3.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	3.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	3.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	3.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	2.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	2.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	2.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	2.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	1.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.7
Show allShow less

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

& Survival analysisⁱ

FBLN5 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.5

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

29.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	220.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	215.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	183.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	183.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	182.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	181.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	169.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	159.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	140.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	133.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	128.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	126.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	125.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	123.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	121.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	117.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	106.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	105.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	104.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	104.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	101.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	101.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	100.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	98.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	96.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	96.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	95.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	93.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	93.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	91.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	91.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	88.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	88.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	84.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	83.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	81.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	81.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	80.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	78.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	78.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	77.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	77.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	75.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	74.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	74.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	73.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	72.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	71.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	71.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	69.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	69.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	68.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	67.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	67.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	65.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	63.6
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	63.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	60.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	59.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	59.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	59.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	58.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	58.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	58.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	57.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	57.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	56.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	56.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	56.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	55.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	55.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	54.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	54.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	54.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	52.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	52.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	51.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	51.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	51.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	50.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	49.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	49.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	49.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	48.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	48.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	47.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	47.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	46.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	46.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	45.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	44.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	44.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	44.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	43.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	43.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	43.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	43.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	42.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	42.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	42.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	42.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	42.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	42.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	41.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	41.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	41.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	40.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	40.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	40.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	40.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	40.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	39.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	39.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	39.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	39.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	39.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	39.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	38.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	38.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	38.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	38.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	38.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	38.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	38.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	38.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	38.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	38.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	37.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	37.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	37.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	37.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	36.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	36.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	36.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	36.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	36.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	36.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	36.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	35.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	34.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	34.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	34.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	33.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	33.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	33.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	33.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	33.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	33.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	32.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	32.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	32.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	32.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	32.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	32.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	32.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	32.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	32.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	32.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	31.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	31.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	31.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	31.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	31.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	31.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	30.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	30.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	30.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	30.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	29.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	29.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	29.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	29.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	29.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	29.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	28.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	28.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	28.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	28.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	27.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	27.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	27.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	27.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	27.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	27.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	26.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	26.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	26.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	26.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	26.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	26.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	26.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	25.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	25.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	25.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	25.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	25.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	25.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	25.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	25.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	25.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	25.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	25.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	24.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	24.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	24.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	24.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	24.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	24.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	24.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	23.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	23.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	23.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	23.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	23.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	23.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	22.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	22.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	22.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	22.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	22.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	22.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	22.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	22.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	22.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	22.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	22.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	21.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	21.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	21.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	21.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	21.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	21.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	21.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	21.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	21.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	21.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	21.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	21.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	20.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	20.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	20.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	20.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	20.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	20.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	20.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	20.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	20.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	19.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	19.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	19.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	19.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	19.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	18.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	18.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	18.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	18.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	18.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	18.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	17.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	17.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	17.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	17.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	17.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	16.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	16.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	16.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	16.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	16.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	16.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	16.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	16.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	16.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	16.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	16.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	16.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	16.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	16.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	15.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	15.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	15.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	15.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	15.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	15.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	15.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	15.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	15.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	15.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	14.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	14.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	14.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	14.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	14.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	14.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	14.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	14.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	13.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	13.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	13.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	12.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	12.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	12.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	12.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	12.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	12.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	12.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	12.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	12.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	12.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	11.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	11.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	11.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	11.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	11.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	11.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	11.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	11.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	11.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	11.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	11.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	11.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	10.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	10.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	10.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	10.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	10.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	9.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	9.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	9.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	9.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	8.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	8.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	8.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	8.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	8.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	8.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	7.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	7.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	7.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	7.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	7.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	7.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	7.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	7.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	7.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	7.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	6.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	6.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	6.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	6.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	6.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	6.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	6.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	5.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	5.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	5.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	5.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	5.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	5.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	5.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	4.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	4.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	4.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	4.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	4.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	4.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	4.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	4.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	4.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	4.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	4.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	4.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	4.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	4.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	4.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	3.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	3.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	3.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	3.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	3.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	3.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	3.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	3.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	3.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	3.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	3.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	3.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	3.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	3.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	3.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	3.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	3.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	3.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	2.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	2.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	2.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	2.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	2.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	2.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	2.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	2.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	2.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	1.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	1.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	1.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	1.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	1.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	1.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	1.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	1.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	1.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	1.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	1.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	0.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	0.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	0.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	0.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	0.4
Show allShow less

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

& Survival analysisⁱ

FBLN5 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.62

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

13.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	78.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	71.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	62.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	51.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	48.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	44.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	42.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	36.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	34.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	31.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	28.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	26.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	25.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	25.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	25.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	25.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	24.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	23.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	22.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	22.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	21.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	21.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	19.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	19.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	17.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	17.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	17.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	15.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	15.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	15.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	13.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	13.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	13.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	12.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	11.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	11.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	10.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	10.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	10.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	9.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	8.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	8.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	7.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	7.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	7.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	7.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	6.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	6.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	6.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	6.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	5.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	5.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	5.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	5.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	4.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	4.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	4.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	4.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	4.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	4.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	4.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	3.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	3.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	3.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	3.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	3.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	3.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	2.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	1.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	1.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	1.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	1.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	1.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	1.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	1.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	1.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	1.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	1.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	0.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	0.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	0.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	0.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	0.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	0.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	0.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	0.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	0.2
Show allShow less

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

& Survival analysisⁱ

FBLN5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.53

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

23.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	104.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	99.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	99.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	98.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	97.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	91.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	85.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	81.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	79.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	71.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	67.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	63.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	63.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	61.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	60.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	59.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	58.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	58.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	56.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	56.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	56.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	55.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	55.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	54.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	54.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	52.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	52.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	51.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	50.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	50.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	49.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	49.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	47.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	47.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	46.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	44.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	43.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	42.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	40.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	40.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	39.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	39.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	38.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	38.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	37.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	37.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	35.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	34.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	34.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	33.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	33.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	33.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	33.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	33.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	33.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	32.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	32.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	32.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	31.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	31.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	31.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	31.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	31.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	31.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	31.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	31.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	30.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	30.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	30.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	30.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	30.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	30.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	29.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	29.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	28.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	28.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	28.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	28.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	28.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	28.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	28.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	27.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	27.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	26.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	26.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	26.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	26.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	26.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	26.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	25.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	25.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	25.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	25.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	25.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	25.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	24.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	24.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	24.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	24.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	24.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	24.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	23.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	23.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	23.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	23.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	22.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	22.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	22.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	22.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	22.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	21.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	21.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	21.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	21.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	21.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	20.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	20.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	20.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	20.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	20.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	20.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	20.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	20.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	19.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	19.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	19.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	19.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	19.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	18.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	18.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	18.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	18.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	18.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	18.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	18.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	17.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	17.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	17.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	17.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	17.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	17.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	17.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	17.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	17.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	17.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	16.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	16.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	16.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	16.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	16.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	15.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	15.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	15.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	15.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	14.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	14.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	14.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	13.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	13.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	13.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	13.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	13.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	12.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	12.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	11.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	11.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	11.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	11.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	11.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	10.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	10.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	10.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	10.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	10.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	10.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	10.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	10.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	9.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	9.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	9.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	9.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	9.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	9.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	8.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	8.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	8.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	8.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	7.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	7.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	6.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	6.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	6.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	6.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	6.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	6.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	6.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	5.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	5.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	5.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	5.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	5.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	5.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	4.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	4.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	4.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	3.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	3.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	3.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	3.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	3.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	2.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	2.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	2.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	1.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011240003	Tumor	3.3
CPT0066480003	Tumor	2.5
CPT0081990003	Tumor	2.1
CPT0069000003	Tumor	2.0
CPT0075130003	Tumor	2.0
CPT0086870003	Tumor	1.8
CPT0017850003	Tumor	1.8
CPT0088630003	Tumor	1.7
CPT0088900003	Tumor	1.5
CPT0001180009	Tumor	1.5
CPT0081600003	Tumor	1.5
CPT0075720003	Tumor	1.4
CPT0065870003	Tumor	1.4
CPT0084560003	Tumor	1.4
CPT0012670003	Tumor	1.4
CPT0010120001	Normal	1.3
CPT0065430003	Tumor	1.3
CPT0075560003	Tumor	1.2
CPT0015910003	Tumor	1.1
CPT0021240003	Tumor	1.1
CPT0088480003	Tumor	1.1
CPT0019130003	Tumor	1.0
CPT0014370004	Tumor	1.0
CPT0092160003	Tumor	1.0
CPT0079230003	Tumor	0.9
CPT0007320003	Tumor	0.9
CPT0012080003	Tumor	0.9
CPT0063320003	Tumor	0.9
CPT0085670003	Tumor	0.9
CPT0025170003	Tumor	0.8
CPT0014470001	Normal	0.8
CPT0075170001	Normal	0.8
CPT0001270001	Normal	0.7
CPT0010110003	Tumor	0.7
CPT0025230003	Tumor	0.7
CPT0077490003	Tumor	0.7
CPT0065930003	Tumor	0.7
CPT0000890001	Normal	0.6
CPT0088690003	Tumor	0.6
CPT0077310003	Tumor	0.6
CPT0024680001	Normal	0.5
CPT0009060003	Tumor	0.5
CPT0020120003	Tumor	0.5
CPT0092730003	Tumor	0.5
CPT0065820001	Normal	0.5
CPT0000660001	Normal	0.5
CPT0089020003	Tumor	0.5
CPT0017410003	Tumor	0.4
CPT0092190003	Normal	0.4
CPT0012900004	Tumor	0.4
CPT0025350003	Tumor	0.4
CPT0086970003	Normal	0.3
CPT0079410003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0012280003	Tumor	0.3
CPT0084590001	Normal	0.3
CPT0077320001	Normal	0.3
CPT0092790003	Tumor	0.3
CPT0025880003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0079480003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0063630003	Tumor	0.1
CPT0018250001	Normal	0.0
CPT0079510001	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0023360001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0010160003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0012920003	Normal	-0.3
CPT0086030003	Tumor	-0.3
CPT0075570001	Normal	-0.3
CPT0065690003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0025110003	Tumor	-0.3
CPT0063640001	Normal	-0.3
CPT0012290003	Normal	-0.3
CPT0006900003	Tumor	-0.3
CPT0015810003	Tumor	-0.3
CPT0025060001	Normal	-0.3
CPT0065750003	Tumor	-0.3
CPT0088570001	Normal	-0.4
CPT0001190001	Normal	-0.4
CPT0012570003	Normal	-0.4
CPT0086830003	Normal	-0.4
CPT0019990003	Tumor	-0.4
CPT0007470001	Normal	-0.4
CPT0001510001	Normal	-0.5
CPT0092800003	Normal	-0.5
CPT0000640003	Tumor	-0.5
CPT0063330001	Normal	-0.5
CPT0000780007	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0086820003	Tumor	-0.5
CPT0082010001	Normal	-0.5
CPT0020020001	Normal	-0.5
CPT0069010001	Normal	-0.5
CPT0010170001	Normal	-0.6
CPT0001220008	Tumor	-0.6
CPT0078660003	Tumor	-0.7
CPT0019160001	Normal	-0.7
CPT0012090003	Normal	-0.7
CPT0077110003	Tumor	-0.7
CPT0071150004	Tumor	-0.7
CPT0006530001	Normal	-0.7
CPT0088920001	Normal	-0.7
CPT0079180003	Tumor	-0.7
CPT0023690003	Tumor	-0.7
CPT0002370001	Normal	-0.7
CPT0014130001	Normal	-0.7
CPT0024670003	Tumor	-0.8
CPT0086890003	Normal	-0.8
CPT0092740003	Normal	-0.8
CPT0078940001	Normal	-0.8
CPT0012550003	Tumor	-0.8
CPT0014350001	Normal	-0.8
CPT0009020003	Normal	-0.8
CPT0078530001	Normal	-0.8
CPT0001540009	Tumor	-0.8
CPT0076350001	Normal	-0.8
CPT0089460004	Tumor	-0.9
CPT0077500001	Normal	-0.9
CPT0020130001	Normal	-0.9
CPT0002350011	Tumor	-0.9
CPT0012770003	Normal	-0.9
CPT0078930003	Tumor	-0.9
CPT0009080003	Normal	-0.9
CPT0064400001	Normal	-0.9
CPT0077140001	Normal	-0.9
CPT0025610001	Normal	-0.9
CPT0081620001	Normal	-1.0
CPT0006730001	Normal	-1.0
CPT0081880003	Tumor	-1.0
CPT0001340003	Tumor	-1.0
CPT0078990003	Tumor	-1.0
CPT0092310003	Normal	-1.0
CPT0064370003	Tumor	-1.0
CPT0006950001	Normal	-1.0
CPT0088710001	Normal	-1.0
CPT0015730003	Tumor	-1.0
CPT0069160003	Tumor	-1.1
CPT0026420001	Normal	-1.1
CPT0009000003	Tumor	-1.1
CPT0087050003	Normal	-1.1
CPT0088500001	Normal	-1.1
CPT0001550001	Normal	-1.1
CPT0012180003	Tumor	-1.1
CPT0089040001	Normal	-1.2
CPT0089480003	Normal	-1.2
CPT0088640003	Normal	-1.2
CPT0012640003	Normal	-1.2
CPT0078670001	Normal	-1.2
CPT0000790001	Normal	-1.2
CPT0069190001	Normal	-1.2
CPT0078510003	Tumor	-1.2
CPT0001350001	Normal	-1.2
CPT0079300001	Normal	-1.2
CPT0007870001	Normal	-1.3
CPT0079000001	Normal	-1.3
CPT0086370003	Normal	-1.3
CPT0065450001	Normal	-1.3
CPT0078840001	Normal	-1.3
CPT0023710001	Normal	-1.3
CPT0023350003	Tumor	-1.3
CPT0001230001	Normal	-1.3
CPT0092290003	Tumor	-1.4
CPT0025920001	Normal	-1.4
CPT0079270003	Tumor	-1.4
CPT0079430001	Normal	-1.4
CPT0006630003	Tumor	-1.4
CPT0014450004	Tumor	-1.4
CPT0066430001	Normal	-1.4
CPT0001260009	Tumor	-1.4
CPT0002270011	Tumor	-1.5
CPT0088550004	Tumor	-1.5
CPT0086950003	Tumor	-1.5
CPT0006440003	Tumor	-1.5
CPT0066470004	Tumor	-1.5
CPT0007860003	Tumor	-1.5
CPT0088780001	Normal	-1.6
CPT0001500009	Tumor	-1.7
CPT0078830003	Tumor	-1.8
CPT0011410003	Tumor	-1.8
CPT0014160003	Tumor	-1.8
CPT0078800003	Tumor	-2.0
CPT0026410003	Tumor	-2.0
CPT0065810003	Tumor	-2.1
CPT0088970003	Tumor	-2.4
CPT0025050003	Tumor	-2.5
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 HPA000848	Antibody HPA000868	Antibody CAB025843
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
Neoplasm, malignant, NOS