Expression of TTC39A 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

TTC39A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.98

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

17.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	103.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	63.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	47.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	43.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	40.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	38.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	38.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	37.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	36.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	31.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	29.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	28.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	25.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	25.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	23.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	23.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	21.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	19.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	18.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	17.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	17.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	17.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	17.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	16.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	15.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	15.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	14.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	13.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	13.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	13.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	12.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	11.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	11.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	11.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	11.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	9.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	9.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	8.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	7.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	7.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	5.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	4.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	3.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC39A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.06

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

27.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	187.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	158.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	143.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	140.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	133.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	133.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	116.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	109.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	102.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	100.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	99.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	98.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	97.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	94.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	92.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	89.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	87.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	87.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	85.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	85.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	83.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	81.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	80.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	78.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	77.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	72.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	70.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	68.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	68.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	67.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	67.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	66.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	64.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	63.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	63.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	63.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	63.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	63.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	63.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	61.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	60.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	60.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	59.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	59.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	59.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	58.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	58.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	57.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	56.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	55.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	55.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	55.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	54.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	54.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	53.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	53.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	52.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	52.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	52.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	51.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	51.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	51.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	50.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	49.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	49.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	49.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	49.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	48.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	48.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	48.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	47.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	47.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	47.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	46.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	46.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	46.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	46.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	46.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	46.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	45.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	42.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	42.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	42.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	42.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	41.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	41.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	41.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	41.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	41.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	41.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	40.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	40.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	40.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	40.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	40.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	39.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	39.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	39.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	39.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	39.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	39.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	39.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	38.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	38.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	38.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	38.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	37.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	37.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	37.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	37.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	37.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	37.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	36.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	36.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	36.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	36.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	36.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	36.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	35.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	35.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	35.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	34.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	34.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	34.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	34.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	34.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	34.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	33.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	33.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	33.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	33.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	33.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	33.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	32.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	32.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	32.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	31.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	31.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	31.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	31.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	31.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	31.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	31.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	31.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	30.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	30.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	30.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	30.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	30.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	30.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	30.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	29.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	29.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	29.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	29.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	29.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	29.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	29.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	29.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	29.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	28.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	28.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	28.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	28.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	28.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	27.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	27.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	27.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	27.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	27.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	27.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	26.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	26.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	26.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	26.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	26.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	26.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	26.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	26.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	26.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	26.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	26.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	26.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	26.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	26.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	25.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	25.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	25.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	25.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	25.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	25.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	25.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	25.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	25.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	25.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	25.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	25.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	25.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	24.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	24.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	24.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	24.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	24.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	24.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	24.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	24.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	24.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	24.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	23.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	23.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	23.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	23.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	23.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	23.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	23.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	23.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	23.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	22.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	22.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	22.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	22.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	22.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	22.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	22.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	22.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	22.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	21.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	21.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	21.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	21.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	21.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	21.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	21.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	21.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	21.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	21.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	21.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	21.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	21.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	21.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	21.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	21.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	20.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	20.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	20.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	20.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	20.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	20.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	20.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	20.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	20.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	19.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	19.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	19.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	19.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	19.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	19.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	19.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	19.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	19.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	19.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	19.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	19.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	19.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	18.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	18.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	18.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	18.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	18.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	18.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	18.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	18.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	18.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	18.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	18.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	18.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	18.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	17.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	17.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	17.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	17.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	17.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	17.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	17.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	17.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	17.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	17.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	17.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	17.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	17.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	17.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	17.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	17.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	17.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	16.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	16.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	16.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	16.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	16.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.5
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	16.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	16.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	16.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	16.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	16.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	16.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	16.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	16.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	16.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	16.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	15.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	15.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	15.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	15.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	15.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	15.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	15.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	15.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	15.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	15.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	15.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	15.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	15.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	14.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	14.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	14.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	14.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	14.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	14.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	14.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	13.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	13.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	13.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	13.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	13.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	13.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	13.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	13.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	13.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	13.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	13.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	13.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	13.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	12.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	12.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	12.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	12.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	12.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	12.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	12.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	12.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	12.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	12.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	12.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	11.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	11.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	11.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	11.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	11.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	11.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	11.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	11.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	11.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	11.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	11.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	10.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	10.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	10.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	10.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	9.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	9.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	9.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	9.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	9.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	9.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	9.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	9.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	9.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	9.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	9.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	8.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	8.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	8.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	8.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	8.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	8.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	7.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	7.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	7.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	7.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	7.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	6.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	6.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	6.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	6.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	6.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	6.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	5.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	5.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	5.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	4.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	4.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	4.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	4.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	4.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	4.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	4.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	4.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	3.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	3.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	3.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	3.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	2.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	2.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	1.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	1.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	0.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC39A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.66

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

32.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	185.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	143.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	140.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	112.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	108.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	95.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	93.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	91.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	90.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	75.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	61.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	61.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	59.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	57.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	55.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	53.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	51.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	51.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	49.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	44.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	42.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	41.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	39.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	38.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	37.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	36.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	36.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	36.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	35.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	35.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	35.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	34.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	32.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	30.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	30.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	30.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	29.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	29.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	26.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	24.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	23.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	22.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	21.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	21.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	21.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	21.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	20.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	20.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	19.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	19.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	19.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	18.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	18.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	17.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	16.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	16.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	15.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	15.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	15.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	15.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	14.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	14.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	11.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	11.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	11.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	11.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	11.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	10.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	10.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	10.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	10.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	7.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	6.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	5.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	5.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	4.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	4.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	3.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC39A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.29

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

38.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	328.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	195.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	162.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	159.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	143.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	143.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	133.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	132.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	130.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	124.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	119.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	115.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	113.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	108.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	107.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	105.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	96.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	93.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	89.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	84.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	77.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	75.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	74.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	74.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	70.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	69.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	69.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	66.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	66.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	62.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	61.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	60.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	60.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	59.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	57.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	55.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	55.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	54.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	54.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	54.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	54.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	53.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	53.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	53.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	53.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	51.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	51.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	50.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	50.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	50.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	50.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	50.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	49.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	49.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	48.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	48.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	47.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	47.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	47.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	47.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	46.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	45.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	45.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	45.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	44.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	43.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	43.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	43.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	43.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	43.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	43.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	43.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	43.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	43.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	43.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	42.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	42.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	42.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	42.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	41.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	41.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	41.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	40.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	40.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	39.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	39.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	39.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	39.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	39.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	39.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	38.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	38.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	38.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	38.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	37.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	37.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	37.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	37.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	37.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	37.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	37.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	36.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	36.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	36.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	36.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	36.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	36.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	36.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	36.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	35.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	35.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	35.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	35.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	35.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	35.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	34.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	34.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	34.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	34.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	34.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	34.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	33.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	33.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	33.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	33.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	33.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	33.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	33.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	32.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	32.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	32.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	32.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	32.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	32.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	32.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	32.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	31.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	31.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	31.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	31.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	31.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	31.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	31.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	31.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	30.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	29.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	29.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	29.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	29.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	29.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	29.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	29.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	28.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	28.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	28.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	28.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	28.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	28.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	28.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	27.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	27.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	27.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	27.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	27.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	27.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	26.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	26.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	26.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	26.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	26.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	26.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	25.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	25.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	25.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	25.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	25.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	25.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	25.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	25.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	24.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	24.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	24.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	24.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	24.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	24.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	24.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	24.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	23.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	23.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	23.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	23.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	23.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	23.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	23.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	23.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	23.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	23.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	22.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	22.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	22.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	22.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	22.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	21.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	21.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	21.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	21.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	21.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	21.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	21.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	20.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	20.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	20.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	20.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	20.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	20.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	20.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	19.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	19.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	19.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	19.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	19.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	19.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	18.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	18.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	18.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	18.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	17.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	17.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	16.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	16.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	16.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	16.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	16.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	15.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	15.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	14.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	14.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	14.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	14.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	14.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	14.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	13.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	13.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	13.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	13.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	12.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	12.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	11.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	11.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	11.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	11.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	10.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	9.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	9.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	8.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	7.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	7.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	2.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0065430003	Tumor	1.7
CPT0007320003	Tumor	1.5
CPT0020120003	Tumor	1.4
CPT0086360003	Tumor	1.4
CPT0081880003	Tumor	1.3
CPT0015810003	Tumor	1.3
CPT0086030003	Tumor	1.2
CPT0001500009	Tumor	1.2
CPT0009060003	Tumor	1.2
CPT0088480003	Tumor	1.1
CPT0001540009	Tumor	1.1
CPT0025050003	Tumor	1.1
CPT0075130003	Tumor	1.1
CPT0089460004	Tumor	1.1
CPT0026410003	Tumor	1.1
CPT0012280003	Tumor	1.0
CPT0065810003	Tumor	1.0
CPT0025580004	Tumor	0.9
CPT0086820003	Tumor	0.9
CPT0064370003	Tumor	0.9
CPT0019130003	Tumor	0.8
CPT0088970003	Tumor	0.8
CPT0025110003	Tumor	0.8
CPT0065750003	Tumor	0.8
CPT0078990003	Tumor	0.8
CPT0012080003	Tumor	0.8
CPT0009000003	Tumor	0.8
CPT0079410003	Tumor	0.7
CPT0012550003	Tumor	0.7
CPT0012670003	Tumor	0.6
CPT0025230003	Tumor	0.6
CPT0015730003	Tumor	0.6
CPT0000870016	Tumor	0.6
CPT0014450004	Tumor	0.6
CPT0002350011	Tumor	0.6
CPT0078800003	Tumor	0.6
CPT0065930003	Tumor	0.6
CPT0010110003	Tumor	0.6
CPT0000640003	Tumor	0.5
CPT0079480003	Tumor	0.5
CPT0019990003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0063320003	Tumor	0.5
CPT0071150004	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0002270011	Tumor	0.4
CPT0088690003	Tumor	0.4
CPT0063630003	Tumor	0.4
CPT0021240003	Tumor	0.4
CPT0077490003	Tumor	0.4
CPT0014160003	Tumor	0.4
CPT0012900004	Tumor	0.3
CPT0001220008	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0001190001	Normal	0.2
CPT0077310003	Tumor	0.2
CPT0006440003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0078930003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0001340003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0078510003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0001350001	Normal	0.0
CPT0011240003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0075560003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0081600003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0077110003	Tumor	-0.1
CPT0076350001	Normal	-0.1
CPT0078830003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0088900003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0069190001	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0079180003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0089040001	Normal	-0.3
CPT0017450001	Normal	-0.3
CPT0079380003	Tumor	-0.3
CPT0075170001	Normal	-0.3
CPT0012370003	Tumor	-0.3
CPT0085670003	Tumor	-0.3
CPT0001270001	Normal	-0.3
CPT0075570001	Normal	-0.3
CPT0092160003	Tumor	-0.3
CPT0092730003	Tumor	-0.4
CPT0001180009	Tumor	-0.4
CPT0079510001	Normal	-0.4
CPT0025170003	Tumor	-0.4
CPT0088570001	Normal	-0.4
CPT0069160003	Tumor	-0.4
CPT0077320001	Normal	-0.4
CPT0088500001	Normal	-0.4
CPT0025880003	Tumor	-0.4
CPT0092190003	Normal	-0.4
CPT0088920001	Normal	-0.4
CPT0063640001	Normal	-0.5
CPT0063330001	Normal	-0.5
CPT0014470001	Normal	-0.5
CPT0010120001	Normal	-0.5
CPT0006530001	Normal	-0.5
CPT0026420001	Normal	-0.5
CPT0025290003	Tumor	-0.5
CPT0012090003	Normal	-0.5
CPT0088760003	Tumor	-0.5
CPT0086890003	Normal	-0.5
CPT0001550001	Normal	-0.6
CPT0018250001	Normal	-0.6
CPT0092310003	Normal	-0.6
CPT0082010001	Normal	-0.6
CPT0092800003	Normal	-0.6
CPT0069000003	Tumor	-0.6
CPT0087050003	Normal	-0.6
CPT0088710001	Normal	-0.6
CPT0086970003	Normal	-0.6
CPT0012920003	Normal	-0.6
CPT0078530001	Normal	-0.6
CPT0088640003	Normal	-0.6
CPT0012640003	Normal	-0.6
CPT0066520001	Normal	-0.6
CPT0064400001	Normal	-0.6
CPT0025610001	Normal	-0.6
CPT0024680001	Normal	-0.6
CPT0010170001	Normal	-0.6
CPT0078660003	Tumor	-0.6
CPT0081620001	Normal	-0.6
CPT0089480003	Normal	-0.6
CPT0012770003	Normal	-0.7
CPT0013790003	Normal	-0.7
CPT0014130001	Normal	-0.7
CPT0009020003	Normal	-0.7
CPT0079000001	Normal	-0.7
CPT0002370001	Normal	-0.7
CPT0012290003	Normal	-0.7
CPT0009080003	Normal	-0.7
CPT0006950001	Normal	-0.7
CPT0025060001	Normal	-0.7
CPT0000790001	Normal	-0.7
CPT0006730001	Normal	-0.7
CPT0088780001	Normal	-0.7
CPT0079300001	Normal	-0.7
CPT0078840001	Normal	-0.7
CPT0078940001	Normal	-0.7
CPT0000660001	Normal	-0.7
CPT0001510001	Normal	-0.7
CPT0001230001	Normal	-0.7
CPT0086830003	Normal	-0.7
CPT0086370003	Normal	-0.8
CPT0065820001	Normal	-0.8
CPT0000890001	Normal	-0.8
CPT0023360001	Normal	-0.8
CPT0014350001	Normal	-0.8
CPT0020130001	Normal	-0.8
CPT0007870001	Normal	-0.8
CPT0081990003	Tumor	-0.8
CPT0019160001	Normal	-0.9
CPT0078670001	Normal	-0.9
CPT0084560003	Tumor	-0.9
CPT0065450001	Normal	-0.9
CPT0077140001	Normal	-0.9
CPT0023710001	Normal	-0.9
CPT0077500001	Normal	-0.9
CPT0069010001	Normal	-0.9
CPT0025920001	Normal	-1.0
CPT0007470001	Normal	-1.0
CPT0020020001	Normal	-1.0
CPT0066430001	Normal	-1.1
CPT0065870003	Tumor	-1.1
CPT0092740003	Normal	-1.2
CPT0088630003	Tumor	-1.3
CPT0088550004	Tumor	-2.4
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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 HPA028098
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