Expression of MEF2A 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

MEF2A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.41

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

28.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	87.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	74.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	64.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	56.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	50.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	48.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	46.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	46.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	40.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	38.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	38.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	38.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	38.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	37.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	36.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	36.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	36.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	32.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	32.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	31.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	31.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	30.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	30.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	30.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	29.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	29.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	28.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	26.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	26.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	25.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	25.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	25.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	24.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	23.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	23.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	22.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	20.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	20.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	19.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	19.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	19.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	19.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	19.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	18.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	17.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	17.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	17.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	17.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	17.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	17.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	15.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	14.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	13.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	12.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	12.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	8.5
Show allShow less

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

& Survival analysisⁱ

MEF2A is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.88

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

28.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	93.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	72.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	63.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	63.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	62.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	60.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	60.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	59.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	59.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	56.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	54.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	54.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	53.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	53.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	53.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	53.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	53.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	52.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	52.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	52.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	52.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	51.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	51.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	51.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	51.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	51.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	50.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	50.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	50.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	50.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	50.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	50.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	50.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	49.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	49.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	49.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	49.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	49.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	49.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	48.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	48.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	48.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	47.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	47.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	47.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	47.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	47.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	46.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	46.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	46.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	46.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	46.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	46.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	45.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	45.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	45.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	45.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	45.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	45.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	45.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	45.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	44.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	44.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	44.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	43.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	43.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	43.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	43.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	43.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	43.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	43.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	43.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	43.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	43.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	42.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	42.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	42.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	42.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	41.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	41.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	41.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	41.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	41.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	41.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	41.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	41.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	40.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	40.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	40.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	40.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	40.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	40.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	40.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	39.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	39.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	39.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	39.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	39.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	39.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	39.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	39.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	38.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	38.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	38.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	38.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	38.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	38.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	38.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	37.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	37.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	37.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	37.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	37.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	37.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	37.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	37.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	37.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	37.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	37.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	37.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	37.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	37.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	37.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	36.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	36.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	36.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	36.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	36.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	36.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	36.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	36.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	36.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	35.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	35.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	35.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	35.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	35.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	35.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	35.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	35.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	35.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	35.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	35.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	34.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	34.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	34.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	34.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	34.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	34.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	34.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	34.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	34.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	34.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	34.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	34.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	34.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	34.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	34.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	34.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	34.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	34.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	33.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	33.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	33.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	33.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	33.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	33.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	33.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	33.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	33.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	33.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	33.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	33.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	33.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	32.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	32.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	32.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	32.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	32.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	32.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	32.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	32.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	32.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	32.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	32.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	32.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	31.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	31.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	31.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	31.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	31.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	31.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	31.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	31.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	31.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	31.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	31.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	31.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	31.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	31.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	31.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	30.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	30.8
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	30.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	30.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	30.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	30.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	30.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	30.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	30.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	30.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	30.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	30.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	29.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	29.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	29.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	29.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	29.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	29.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	29.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	29.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	29.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	29.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	29.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	28.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	28.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	28.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	28.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	28.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	28.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	28.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	28.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	28.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	28.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	28.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	28.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	27.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	27.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	27.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	27.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	27.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	27.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	27.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	27.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	27.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	27.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	27.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	27.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	27.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	27.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	27.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	27.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	27.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	26.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	26.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	26.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	26.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	26.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	26.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	26.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	26.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	26.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	26.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	26.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	26.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	26.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	26.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	26.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	26.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	26.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	26.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	26.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	26.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	25.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	25.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	25.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	25.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	25.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	25.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	25.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	25.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	25.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	25.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	25.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	25.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	25.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	25.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	25.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	25.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	25.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	25.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	25.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	25.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	24.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	24.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	24.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	24.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	24.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	24.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	24.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	24.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	24.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	24.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	24.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	24.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	24.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	24.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	24.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	23.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	23.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	23.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	23.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	23.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	23.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	23.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	23.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	23.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	23.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	23.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	23.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	23.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	22.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	22.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	22.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	22.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	22.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	22.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	22.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	22.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	22.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	22.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	22.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	22.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	21.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	21.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	21.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	21.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	21.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	21.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	21.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	21.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	21.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	21.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	21.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	20.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	20.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	20.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	20.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	20.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	20.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	20.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	20.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	20.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	20.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	20.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	20.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	20.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	20.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	20.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	20.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	19.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	19.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	19.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	19.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	19.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	19.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	19.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	19.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	19.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	19.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	19.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	19.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	19.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	18.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	18.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	18.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	18.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	18.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	18.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	18.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	18.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	18.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	18.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	18.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	18.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	17.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	17.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	17.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	17.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	17.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	17.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	17.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	17.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	17.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	17.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	16.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	16.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	16.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	16.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	16.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	16.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	16.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	16.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	16.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	16.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	16.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	16.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	16.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	16.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	16.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	15.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	15.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	15.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	15.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	14.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	14.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	14.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	14.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	14.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	14.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	14.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	14.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	13.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	13.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	13.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	13.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	13.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	13.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	13.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	13.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	13.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	13.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	12.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	12.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.9
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	12.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	12.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	12.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	12.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	12.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	12.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	11.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	11.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	11.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	11.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	10.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	10.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	10.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	8.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	7.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	7.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.4
Show allShow less

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

& Survival analysisⁱ

MEF2A is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.58

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

34.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	62.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	59.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	59.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	59.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	57.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	55.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	54.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	53.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	52.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	51.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	51.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	50.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	49.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	49.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	47.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	47.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	47.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	47.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	47.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	47.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	46.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	46.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	45.9
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	45.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	44.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	44.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	43.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	42.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	42.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	42.7
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	42.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	42.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	42.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	42.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	41.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	41.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	41.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	40.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	39.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	39.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	38.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	38.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	38.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	37.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	37.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	37.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	36.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	35.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	35.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	34.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	34.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	33.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	33.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	33.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	33.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	32.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	31.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	31.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	31.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	30.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	30.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	30.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	29.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	29.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	27.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	27.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	27.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	26.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	25.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	24.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	22.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	22.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	19.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	19.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	18.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	18.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	18.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	16.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	16.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	16.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	15.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	15.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	15.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	13.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	11.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.2
Show allShow less

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

& Survival analysisⁱ

MEF2A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.86

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	71.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	70.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	55.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	51.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	41.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	41.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	39.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	39.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	39.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	38.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	38.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	37.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	35.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	35.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	32.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	31.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	31.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	30.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	30.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	30.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	29.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	29.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	28.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	27.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	27.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	26.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	26.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	26.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	26.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	26.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	25.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	25.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	25.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	25.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	24.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	24.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	24.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	24.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	24.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	24.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	23.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	23.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	23.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	23.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	22.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	22.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	22.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	22.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	22.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	22.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	22.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	21.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	21.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	21.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	20.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	20.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	20.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	20.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	20.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	20.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	19.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	19.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	19.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	19.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	19.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	19.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	18.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	18.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	18.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	18.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	18.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	18.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	18.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	18.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	18.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	18.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	17.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	17.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	17.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	17.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	17.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	17.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	17.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	17.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	16.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	16.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	16.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	16.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	16.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	16.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	16.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	16.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	16.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	15.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	15.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	15.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	15.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	15.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	15.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	15.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	15.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	15.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	14.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	14.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	14.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	14.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	14.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	14.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	14.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	14.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	14.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	14.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	13.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	13.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	13.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	13.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	13.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	13.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	13.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	13.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	13.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	13.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	12.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	12.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	12.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	12.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	12.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	12.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	12.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	12.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	11.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	11.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	11.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	11.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	11.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	11.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	10.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	10.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	10.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	10.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	9.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	9.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	9.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	9.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	8.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	8.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	8.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	8.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	8.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	7.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	7.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	7.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	6.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	6.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	6.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	6.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	5.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	5.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	3.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	1.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0065930003	Tumor	2.5
CPT0085670003	Tumor	1.3
CPT0088760003	Tumor	1.1
CPT0010110003	Tumor	1.0
CPT0024680001	Normal	0.9
CPT0088630003	Tumor	0.8
CPT0079230003	Tumor	0.8
CPT0000780007	Tumor	0.8
CPT0012080003	Tumor	0.8
CPT0077490003	Tumor	0.7
CPT0081600003	Tumor	0.7
CPT0017410003	Tumor	0.7
CPT0015730003	Tumor	0.7
CPT0010120001	Normal	0.7
CPT0078510003	Tumor	0.6
CPT0092730003	Tumor	0.6
CPT0015910003	Tumor	0.6
CPT0078990003	Tumor	0.6
CPT0006440003	Tumor	0.6
CPT0066480003	Tumor	0.6
CPT0088900003	Tumor	0.6
CPT0086870003	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0014370004	Tumor	0.5
CPT0000870016	Tumor	0.5
CPT0092790003	Tumor	0.5
CPT0089460004	Tumor	0.5
CPT0078930003	Tumor	0.5
CPT0006630003	Tumor	0.5
CPT0078830003	Tumor	0.4
CPT0066470004	Tumor	0.4
CPT0092190003	Normal	0.4
CPT0025880003	Tumor	0.4
CPT0021240003	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0023690003	Tumor	0.4
CPT0086030003	Tumor	0.4
CPT0069190001	Normal	0.4
CPT0086890003	Normal	0.4
CPT0006900003	Tumor	0.4
CPT0075560003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0089020003	Tumor	0.4
CPT0019990003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0020120003	Tumor	0.3
CPT0079380003	Tumor	0.3
CPT0087040003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0081880003	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0012900004	Tumor	0.3
CPT0012180003	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0011240003	Tumor	0.2
CPT0078670001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0012550003	Tumor	0.1
CPT0077310003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0026410003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0077110003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0065690003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0001180009	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0007860003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0012280003	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0092290003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0075130003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0079180003	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0086970003	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0063630003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0011410003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0025110003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0001230001	Normal	-0.1
CPT0007320003	Tumor	-0.1
CPT0069010001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0088710001	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0017850003	Tumor	-0.2
CPT0012290003	Normal	-0.2
CPT0069160003	Tumor	-0.2
CPT0081620001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0069000003	Tumor	-0.2
CPT0020130001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0010160003	Tumor	-0.2
CPT0076350001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0086370003	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0007470001	Normal	-0.3
CPT0025060001	Normal	-0.3
CPT0009080003	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0014130001	Normal	-0.3
CPT0066520001	Normal	-0.3
CPT0077500001	Normal	-0.3
CPT0065820001	Normal	-0.3
CPT0079430001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0082010001	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0084560003	Tumor	-0.3
CPT0086830003	Normal	-0.3
CPT0001190001	Normal	-0.3
CPT0078660003	Tumor	-0.3
CPT0088920001	Normal	-0.3
CPT0001500009	Tumor	-0.3
CPT0065450001	Normal	-0.3
CPT0078840001	Normal	-0.4
CPT0000790001	Normal	-0.4
CPT0087050003	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0023710001	Normal	-0.4
CPT0002270011	Tumor	-0.4
CPT0092800003	Normal	-0.4
CPT0086950003	Tumor	-0.4
CPT0010170001	Normal	-0.4
CPT0089480003	Normal	-0.4
CPT0075170001	Normal	-0.5
CPT0092160003	Tumor	-0.5
CPT0013790003	Normal	-0.5
CPT0076330003	Tumor	-0.5
CPT0023350003	Tumor	-0.5
CPT0064400001	Normal	-0.5
CPT0012570003	Normal	-0.6
CPT0066430001	Normal	-0.7
CPT0001340003	Tumor	-0.7
CPT0088970003	Tumor	-0.7
CPT0078800003	Tumor	-0.7
CPT0064370003	Tumor	-0.8
CPT0012770003	Normal	-0.9
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 CAB004499
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