Expression of NMRAL1 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

NMRAL1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.15

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

26.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	73.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	50.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	46.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	45.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	44.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	44.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	41.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	41.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	38.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	37.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	36.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	34.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	33.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	33.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	32.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	32.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	31.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	30.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	30.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	29.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	29.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	28.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	28.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	28.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	28.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	27.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	27.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	27.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	26.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	26.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	26.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	25.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	25.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	25.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	25.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	25.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	24.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	24.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	23.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	23.3
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	23.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	20.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	19.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	19.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	19.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	18.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	18.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	18.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	17.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	17.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	15.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	14.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	14.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	12.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	12.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	11.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	11.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	11.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NMRAL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.94

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

29.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	93.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	92.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	91.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	83.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	78.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	77.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	76.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	71.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	69.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	63.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	62.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	60.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	60.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	57.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	56.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	55.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	54.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	54.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	53.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	51.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	50.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	49.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	49.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	49.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	48.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	47.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	47.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	47.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	47.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	47.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	46.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	46.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	45.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	45.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	45.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	45.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	45.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	45.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	45.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	45.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	44.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	44.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	44.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	43.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	43.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	43.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	43.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	43.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	43.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	43.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	43.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	43.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	42.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	42.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	42.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	42.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	42.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	42.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	42.2
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	42.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	41.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	41.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	41.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	41.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	41.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	41.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	41.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	40.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	40.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	40.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	40.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	39.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	39.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	39.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	39.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	39.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	39.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	38.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	38.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	38.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	38.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	38.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	38.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	38.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	38.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	38.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	37.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	37.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	37.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	37.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	37.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	37.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	37.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	37.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	37.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	36.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	36.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	36.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	36.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	36.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	36.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	36.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	36.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	36.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	36.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	35.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	35.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	35.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	35.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	35.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	35.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	35.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	35.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	35.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	34.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	34.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	34.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	34.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	34.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	34.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	34.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	34.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	34.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	34.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	34.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	33.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	33.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	33.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	33.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	33.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	33.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	33.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	33.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	33.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	33.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	33.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	33.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	33.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	32.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	32.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	32.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	32.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	32.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	32.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	32.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	32.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	32.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	32.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	32.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	32.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	32.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	32.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	31.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	31.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	31.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	31.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	31.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	31.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	31.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	31.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	31.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	31.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	31.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	31.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	31.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	31.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	31.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	31.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	31.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	31.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	31.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	31.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	30.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	30.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	30.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	30.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	30.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	30.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	30.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	30.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	30.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	30.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	30.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	30.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	30.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	30.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	30.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	30.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	30.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	30.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	30.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	30.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	30.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	30.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	30.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	30.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	29.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	29.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	29.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	29.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	29.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	29.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	29.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	29.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	29.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	29.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	29.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	29.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	29.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	29.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	29.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	29.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	29.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	29.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	29.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	29.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	29.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	29.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	29.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	28.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	28.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	28.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	28.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	28.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	28.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	28.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	28.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	28.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	28.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	28.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	28.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	28.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	28.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	28.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	28.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	28.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	28.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	27.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	27.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	27.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	27.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	27.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	27.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	27.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	27.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	27.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	27.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	27.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	27.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	27.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	27.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	27.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	27.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	27.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	27.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	27.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	27.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	27.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	27.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	27.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	27.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	26.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	26.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	26.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	26.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	26.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	26.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	26.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	26.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	26.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	26.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	26.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	26.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	26.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	26.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	26.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	26.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	26.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	26.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	26.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	26.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	26.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	26.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	26.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	25.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	25.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	25.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	25.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	25.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	25.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	25.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	25.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	25.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	25.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	25.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	25.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	25.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	25.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	25.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	25.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	25.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	25.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	25.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	25.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	25.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	25.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	25.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	24.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	24.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	24.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	24.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	24.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	24.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	24.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	24.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	24.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	24.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	24.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	24.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	24.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	24.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	24.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	24.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	24.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	24.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	24.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	24.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	24.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	24.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	24.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	24.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	24.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	23.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	23.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	23.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	23.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	23.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	23.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	23.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	23.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	23.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	23.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	23.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	23.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	23.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	23.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	23.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	23.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	23.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	23.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	23.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	23.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	23.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	23.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	23.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	23.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	23.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	23.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	22.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	22.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	22.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	22.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	22.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	22.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	22.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	22.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	22.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	22.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	22.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	22.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	22.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	22.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	22.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	22.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	22.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	22.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	22.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	22.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	22.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	22.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	22.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	22.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	22.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	22.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	22.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	22.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	22.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	21.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	21.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	21.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	21.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	21.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	21.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	21.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	21.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	21.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	21.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	21.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	21.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	21.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	21.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	21.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	21.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	21.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	21.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	20.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	20.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	20.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	20.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	20.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	20.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	20.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	20.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	20.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	20.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	20.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	20.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	20.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	20.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	20.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	20.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	20.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	20.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	20.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	19.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	19.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	19.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	19.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	19.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	19.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	19.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	19.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	19.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	19.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	19.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	19.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	19.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	19.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	19.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	18.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	18.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	18.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	18.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	18.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	18.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	18.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	18.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	18.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	18.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	17.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	17.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	17.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	17.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	17.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	17.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	17.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	17.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	17.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	17.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	17.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	17.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	16.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	16.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	16.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	16.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	16.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	16.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	15.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	15.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	14.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	14.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	14.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	14.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	13.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	12.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	12.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	12.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	12.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	11.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	10.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	10.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	9.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	8.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.7
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NMRAL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.89

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

26.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	57.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	53.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	52.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	50.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	45.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	45.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	39.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	38.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	38.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	37.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	37.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	37.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	37.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	36.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	34.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	33.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	33.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	33.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	33.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	33.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	32.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	32.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	31.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	31.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	31.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	29.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	29.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	29.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	28.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	28.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	28.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	28.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	27.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	27.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	26.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	26.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	26.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	26.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	26.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	25.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	25.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	25.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	24.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	24.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	24.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	23.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	23.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	23.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	23.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	23.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	23.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	23.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	22.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	22.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	22.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	22.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	22.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	22.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	21.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	21.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	21.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	21.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	21.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	21.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	21.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	21.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	20.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	20.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	19.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	18.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	18.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	18.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	17.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	17.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	17.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	15.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	14.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	13.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	12.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	12.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	11.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	10.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NMRAL1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 34.97

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

42.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	119.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	118.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	109.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	108.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	105.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	104.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	102.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	93.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	87.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	86.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	85.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	83.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	82.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	82.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	81.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	81.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	80.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	80.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	79.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	78.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	78.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	76.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	75.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	74.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	74.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	73.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	73.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	72.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	68.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	68.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	66.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	66.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	65.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	65.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	65.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	64.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	64.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	64.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	64.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	64.0
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	63.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	63.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	63.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	63.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	62.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	61.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	59.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	58.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	58.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	58.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	58.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	58.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	57.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	57.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	56.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	56.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	55.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	55.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	54.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	54.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	54.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	54.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	54.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	54.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	53.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	53.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	52.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	52.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	52.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	52.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	52.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	52.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	52.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	52.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	51.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	51.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	51.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	51.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	50.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	50.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	50.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	50.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	49.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	49.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	49.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	49.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	49.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	49.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	49.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	49.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	49.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	48.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	48.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	48.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	47.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	47.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	47.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	47.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	47.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	47.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	47.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	46.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	46.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	46.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	46.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	46.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	46.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	46.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	46.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	45.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	45.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	45.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	44.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	44.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	44.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	43.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	42.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	42.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	42.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	42.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	42.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	41.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	41.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	41.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	41.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	41.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	41.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	41.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	41.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	40.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	40.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	40.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	40.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	40.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	40.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	40.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	40.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	40.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	40.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	39.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	39.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	39.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	39.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	38.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	38.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	38.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	38.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	38.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	38.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	37.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	37.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	37.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	37.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	37.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	37.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	37.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	36.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	36.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	36.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	36.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	36.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	36.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	36.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	36.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	35.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	35.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	35.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	35.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	35.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	35.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	34.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	34.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	34.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	34.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	34.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	34.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	34.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	34.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	34.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	34.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	33.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	33.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	33.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	33.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	32.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	32.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	32.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	32.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	32.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	32.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	32.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	32.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	32.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	32.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	31.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	31.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	31.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	30.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	30.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	30.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	30.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	30.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	30.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	30.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	29.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	29.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	28.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	28.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	28.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	27.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	27.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	27.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	27.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	26.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	26.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	26.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	26.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	26.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	26.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	26.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	26.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	25.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	25.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	25.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	25.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	25.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	25.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	25.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	25.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	24.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	24.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	24.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	24.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	24.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	24.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	23.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	23.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	23.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	23.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	23.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	23.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	23.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	22.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	22.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	22.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	22.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	22.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	22.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	22.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	21.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	21.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	21.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	21.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	21.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	21.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	19.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	19.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	18.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	17.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	17.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	17.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	16.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	15.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	15.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	13.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	13.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	11.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	7.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	3.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	2.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0021240003	Tumor	0.8
CPT0086820003	Tumor	0.8
CPT0078800003	Tumor	0.8
CPT0025880003	Tumor	0.7
CPT0079230003	Tumor	0.7
CPT0025580004	Tumor	0.6
CPT0002350011	Tumor	0.6
CPT0025050003	Tumor	0.6
CPT0014450004	Tumor	0.5
CPT0025230003	Tumor	0.5
CPT0012670003	Tumor	0.5
CPT0012570003	Normal	0.5
CPT0006950001	Normal	0.5
CPT0001540009	Tumor	0.5
CPT0011240003	Tumor	0.4
CPT0000640003	Tumor	0.4
CPT0079430001	Normal	0.4
CPT0065810003	Tumor	0.4
CPT0089480003	Normal	0.4
CPT0078660003	Tumor	0.4
CPT0078840001	Normal	0.4
CPT0026420001	Normal	0.3
CPT0012640003	Normal	0.3
CPT0014160003	Tumor	0.3
CPT0075720003	Tumor	0.3
CPT0065450001	Normal	0.3
CPT0012280003	Tumor	0.3
CPT0019130003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0092790003	Tumor	0.3
CPT0079380003	Tumor	0.3
CPT0025610001	Normal	0.3
CPT0001180009	Tumor	0.3
CPT0069010001	Normal	0.3
CPT0079270003	Tumor	0.3
CPT0089040001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0017410003	Tumor	0.3
CPT0009080003	Normal	0.3
CPT0009020003	Normal	0.3
CPT0010120001	Normal	0.3
CPT0015810003	Tumor	0.3
CPT0064370003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0001340003	Tumor	0.3
CPT0069160003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0066430001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0001220008	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0006900003	Tumor	0.2
CPT0064400001	Normal	0.2
CPT0007470001	Normal	0.2
CPT0092160003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0011410003	Tumor	0.2
CPT0081880003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0006440003	Tumor	0.2
CPT0006530001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0092800003	Normal	0.2
CPT0079180003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0078670001	Normal	0.2
CPT0010170001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0019160001	Normal	0.1
CPT0081600003	Tumor	0.1
CPT0015730003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0078930003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0023710001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0000890001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0007860003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0066480003	Tumor	0.1
CPT0001350001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0077500001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0001500009	Tumor	0.0
CPT0025110003	Tumor	0.0
CPT0077320001	Normal	0.0
CPT0078510003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0023690003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0079300001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0014130001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0026410003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0009060003	Tumor	0.0
CPT0063330001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0012080003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0077110003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0081990003	Tumor	-0.2
CPT0086370003	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0025290003	Tumor	-0.2
CPT0012770003	Normal	-0.2
CPT0025170003	Tumor	-0.2
CPT0092730003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0065690003	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0088550004	Tumor	-0.2
CPT0001270001	Normal	-0.3
CPT0077490003	Tumor	-0.3
CPT0010110003	Tumor	-0.3
CPT0079510001	Normal	-0.3
CPT0001260009	Tumor	-0.3
CPT0087040003	Tumor	-0.3
CPT0086870003	Tumor	-0.3
CPT0017850003	Tumor	-0.3
CPT0001510001	Normal	-0.3
CPT0084560003	Tumor	-0.3
CPT0088690003	Tumor	-0.3
CPT0012180003	Tumor	-0.4
CPT0088780001	Normal	-0.4
CPT0092310003	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0014350001	Normal	-0.4
CPT0023360001	Normal	-0.5
CPT0086030003	Tumor	-0.5
CPT0012900004	Tumor	-0.5
CPT0065870003	Tumor	-0.5
CPT0000790001	Normal	-0.5
CPT0076330003	Tumor	-0.5
CPT0007870001	Normal	-0.5
CPT0088710001	Normal	-0.6
CPT0076350001	Normal	-0.6
CPT0023350003	Tumor	-0.6
CPT0092290003	Tumor	-0.7
CPT0088500001	Normal	-0.7
CPT0012920003	Normal	-0.7
CPT0088760003	Tumor	-0.7
CPT0000780007	Tumor	-0.7
CPT0014370004	Tumor	-0.8
CPT0075130003	Tumor	-0.8
CPT0088970003	Tumor	-0.8
CPT0075170001	Normal	-0.9
CPT0088480003	Tumor	-1.0
CPT0085670003	Tumor	-1.2
CPT0088640003	Normal	-1.8
CPT0088630003	Tumor	-2.2
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA041353
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
Carcinoma, NOS
Adenocarcinoma, NOS