Expression of FMNL1 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

FMNL1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.56

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-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	54.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	42.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	24.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	20.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	16.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	13.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	12.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	10.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	8.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	7.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	7.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	6.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	6.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	5.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	5.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	5.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	4.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	4.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	4.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	3.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	3.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	3.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	3.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	2.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	2.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	2.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	1.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	1.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	1.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	1.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	1.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	1.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
Show allShow less

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

& Survival analysisⁱ

FMNL1 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.76

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

14.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	67.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	51.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	50.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	47.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	43.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	40.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	40.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	38.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	37.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	37.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	37.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	36.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	36.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	36.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	35.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	34.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	33.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	33.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	32.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	31.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	30.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	30.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	30.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	30.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	29.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	29.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	29.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	28.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	28.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	28.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	28.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	27.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	27.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	27.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	26.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	26.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	26.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	26.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	26.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	26.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	25.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	25.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	25.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	25.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	25.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	25.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	25.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	25.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	24.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	24.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	24.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	24.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	24.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	24.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	24.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	24.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	24.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	24.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	23.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	23.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	23.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	23.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	23.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	22.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	22.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	22.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	22.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	22.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	22.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	22.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	22.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	21.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	21.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	21.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	21.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	21.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	21.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	21.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	21.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	21.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	21.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	21.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	21.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	20.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	20.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	20.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	20.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	20.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	20.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	20.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	20.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	19.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	19.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	19.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	19.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	19.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	19.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	19.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	18.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	18.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	18.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	18.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	18.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	18.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	18.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	18.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	18.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	17.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	17.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	17.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	17.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	17.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	17.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	17.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	17.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	17.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	17.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	16.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	16.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	16.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	16.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	16.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	16.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	16.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	16.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	16.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	16.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	16.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	16.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	16.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	16.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	16.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	16.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	15.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	15.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	15.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	15.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	15.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	15.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	15.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	15.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	15.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	15.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	15.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	15.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	15.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	15.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	15.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	15.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	15.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	15.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	14.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	14.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	14.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	14.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	14.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	14.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	14.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	14.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	14.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	14.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	14.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	14.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	13.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	13.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	13.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	13.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	13.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	13.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	13.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	13.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	13.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	13.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	13.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	13.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	13.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	13.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	13.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	13.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	13.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	13.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	13.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	13.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	13.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	13.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	13.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	12.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	12.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	12.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	12.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	12.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	12.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	12.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	12.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	12.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	12.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	12.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	12.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	12.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	12.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	12.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	12.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	11.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	11.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	11.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	11.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	11.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	11.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	11.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	11.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	11.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	11.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	11.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	11.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	10.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	10.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	10.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	10.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	10.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	10.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	10.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	10.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	10.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	10.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	10.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	10.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	10.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	10.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	10.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	10.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	10.5
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	10.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	10.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	10.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	10.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	10.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	10.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	10.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	10.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	10.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	10.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	10.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	9.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.8
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	9.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	9.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	9.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	9.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	9.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	9.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	9.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	9.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	9.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	8.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	8.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	8.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	8.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	8.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	8.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	8.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	8.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	8.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	8.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	8.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	8.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	8.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	8.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	8.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	8.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	8.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	8.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	8.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	8.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	8.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	7.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	7.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	7.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	7.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	7.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	7.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	7.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	7.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	7.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	7.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	7.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	7.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	7.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	7.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	7.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	7.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	6.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	6.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	6.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	6.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	6.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	6.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	6.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	6.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	6.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	6.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	6.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	6.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	6.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	6.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	6.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	5.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	5.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	5.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	5.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	5.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	5.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	5.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	4.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	4.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	4.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	4.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	4.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	4.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	4.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	4.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	4.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	4.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	4.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	4.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	3.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	3.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	3.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	3.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	3.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	3.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	3.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	2.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	2.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	2.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	2.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	1.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	0.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.2
Show allShow less

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

& Survival analysisⁱ

FMNL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.06

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

19.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	75.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	53.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	43.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	40.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	39.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	39.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	38.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	34.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	34.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	34.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	34.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	32.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	31.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	30.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	29.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	29.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	28.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	27.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	27.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	27.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	27.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	26.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	26.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	26.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	26.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	26.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	25.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	25.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	25.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	23.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	22.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	21.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	20.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	20.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	20.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	20.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	20.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	19.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	18.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.6
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	17.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	17.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	16.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	16.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	16.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	16.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	16.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	15.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	15.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	15.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	15.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	14.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	13.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	12.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	12.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	12.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	11.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	11.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	11.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	11.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	10.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	10.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	10.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	9.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	9.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	8.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	8.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	8.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	7.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	7.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	7.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	7.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	6.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	3.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	3.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	2.1
Show allShow less

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

& Survival analysisⁱ

FMNL1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.36

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	60.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	59.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	45.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	39.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	38.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	37.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	35.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	33.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	31.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	31.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	28.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	26.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	26.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	25.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	25.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	25.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	25.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	24.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	22.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	21.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	21.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	21.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	20.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	20.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	20.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	20.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	20.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	19.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	19.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	19.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	19.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	19.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	19.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	18.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	18.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	18.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	18.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	18.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	17.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	16.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	16.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	16.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	16.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	16.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	16.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	16.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	15.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	15.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	15.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	15.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	15.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	15.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	14.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	14.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	14.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	14.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	14.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	14.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	14.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	14.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	14.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	13.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	13.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	13.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	13.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	13.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	13.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	13.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	13.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	12.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	12.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	12.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	12.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	12.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	12.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	11.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	11.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	11.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	11.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	11.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	11.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	10.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	10.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	10.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	10.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	10.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	10.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	10.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	10.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	10.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	10.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	9.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	9.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	9.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	9.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	9.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	9.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	9.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	9.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	9.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	9.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	8.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	8.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	8.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	8.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	8.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	8.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	8.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	8.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	8.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	8.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	8.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	8.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	7.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	7.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	7.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	7.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	7.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	7.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	7.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	7.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	7.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	7.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	7.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	7.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	7.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	7.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	7.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	7.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	6.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	6.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	6.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	6.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	6.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	6.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	6.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	6.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	6.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	6.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	6.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	6.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	6.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	6.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.1
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	5.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	5.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	5.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	5.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	5.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	5.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	5.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	5.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	5.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.8
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	4.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	4.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	4.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	4.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	4.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	4.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	4.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	4.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	4.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	4.0
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	4.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	3.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	3.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	3.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	3.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	3.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	3.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	3.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	3.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	3.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	3.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	3.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	2.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	2.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	2.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	2.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	2.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	2.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	2.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	1.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	1.9
CPT0012180003	Tumor	1.5
CPT0079380003	Tumor	1.4
CPT0025050003	Tumor	1.3
CPT0076330003	Tumor	1.2
CPT0001260009	Tumor	1.2
CPT0078990003	Tumor	1.1
CPT0063630003	Tumor	1.1
CPT0081880003	Tumor	1.1
CPT0084560003	Tumor	1.1
CPT0001540009	Tumor	1.1
CPT0010110003	Tumor	1.1
CPT0017850003	Tumor	0.9
CPT0023350003	Tumor	0.9
CPT0065430003	Tumor	0.9
CPT0002350011	Tumor	0.9
CPT0092160003	Tumor	0.9
CPT0086360003	Tumor	0.8
CPT0078510003	Tumor	0.8
CPT0001180009	Tumor	0.8
CPT0026410003	Tumor	0.8
CPT0092730003	Tumor	0.8
CPT0075560003	Tumor	0.7
CPT0077320001	Normal	0.7
CPT0079410003	Tumor	0.7
CPT0012280003	Tumor	0.7
CPT0025290003	Tumor	0.7
CPT0021240003	Tumor	0.6
CPT0023690003	Tumor	0.6
CPT0020120003	Tumor	0.6
CPT0015730003	Tumor	0.6
CPT0017410003	Tumor	0.6
CPT0075130003	Tumor	0.6
CPT0000640003	Tumor	0.6
CPT0015910003	Tumor	0.6
CPT0088480003	Tumor	0.5
CPT0081990003	Tumor	0.5
CPT0025880003	Tumor	0.5
CPT0081600003	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0086870003	Tumor	0.5
CPT0066480003	Tumor	0.5
CPT0077110003	Tumor	0.5
CPT0012670003	Tumor	0.5
CPT0065690003	Tumor	0.5
CPT0019990003	Tumor	0.4
CPT0065810003	Tumor	0.4
CPT0078800003	Tumor	0.4
CPT0079230003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0007320003	Tumor	0.4
CPT0075170001	Normal	0.4
CPT0088630003	Tumor	0.4
CPT0001220008	Tumor	0.4
CPT0087040003	Tumor	0.4
CPT0014370004	Tumor	0.4
CPT0064370003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0014160003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0071150004	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0025170003	Tumor	0.2
CPT0079270003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0088900003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0078930003	Tumor	0.1
CPT0024670003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0011240003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0065750003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0075570001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0002270011	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0012290003	Normal	-0.1
CPT0019130003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0006440003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0077490003	Tumor	-0.2
CPT0010160003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0089460004	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0086950003	Tumor	-0.3
CPT0088970003	Tumor	-0.3
CPT0013790003	Normal	-0.3
CPT0006530001	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0078660003	Tumor	-0.4
CPT0025580004	Tumor	-0.4
CPT0012900004	Tumor	-0.4
CPT0069190001	Normal	-0.4
CPT0001190001	Normal	-0.5
CPT0017450001	Normal	-0.5
CPT0024680001	Normal	-0.5
CPT0088710001	Normal	-0.5
CPT0000890001	Normal	-0.5
CPT0076350001	Normal	-0.5
CPT0000660001	Normal	-0.6
CPT0025060001	Normal	-0.6
CPT0025610001	Normal	-0.6
CPT0086830003	Normal	-0.6
CPT0012920003	Normal	-0.6
CPT0077500001	Normal	-0.7
CPT0077140001	Normal	-0.7
CPT0081620001	Normal	-0.7
CPT0006950001	Normal	-0.7
CPT0082010001	Normal	-0.7
CPT0012640003	Normal	-0.7
CPT0001550001	Normal	-0.7
CPT0014130001	Normal	-0.7
CPT0089040001	Normal	-0.7
CPT0001510001	Normal	-0.7
CPT0023360001	Normal	-0.7
CPT0078530001	Normal	-0.7
CPT0088920001	Normal	-0.7
CPT0009020003	Normal	-0.8
CPT0012090003	Normal	-0.8
CPT0086970003	Normal	-0.8
CPT0092310003	Normal	-0.8
CPT0079300001	Normal	-0.8
CPT0063330001	Normal	-0.8
CPT0069010001	Normal	-0.8
CPT0079430001	Normal	-0.8
CPT0078840001	Normal	-0.8
CPT0002370001	Normal	-0.9
CPT0020020001	Normal	-0.9
CPT0063640001	Normal	-0.9
CPT0019160001	Normal	-0.9
CPT0012570003	Normal	-0.9
CPT0014350001	Normal	-0.9
CPT0092800003	Normal	-0.9
CPT0001230001	Normal	-0.9
CPT0026420001	Normal	-0.9
CPT0087050003	Normal	-0.9
CPT0086370003	Normal	-1.0
CPT0078670001	Normal	-1.0
CPT0079510001	Normal	-1.0
CPT0088500001	Normal	-1.0
CPT0079000001	Normal	-1.0
CPT0079180003	Tumor	-1.0
CPT0010170001	Normal	-1.0
CPT0023710001	Normal	-1.0
CPT0012770003	Normal	-1.1
CPT0007470001	Normal	-1.1
CPT0088780001	Normal	-1.1
CPT0088640003	Normal	-1.1
CPT0007870001	Normal	-1.1
CPT0001350001	Normal	-1.1
CPT0078940001	Normal	-1.2
CPT0086890003	Normal	-1.2
CPT0006730001	Normal	-1.2
CPT0000790001	Normal	-1.2
CPT0020130001	Normal	-1.2
CPT0065450001	Normal	-1.2
CPT0066430001	Normal	-1.2
CPT0064400001	Normal	-1.3
CPT0092740003	Normal	-1.3
CPT0025920001	Normal	-1.3
CPT0089480003	Normal	-1.4
CPT0009080003	Normal	-1.5
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 HPA008129	Antibody HPA028288
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