Expression of TTC38 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

TTC38 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.35

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

14.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	38.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	33.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	27.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	27.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	26.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	25.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	24.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	22.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	22.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	21.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	21.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	20.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	20.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	19.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	19.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	18.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	18.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	18.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	17.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	16.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	16.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	16.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	15.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	15.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	15.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	14.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	13.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	13.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	12.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	12.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	12.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	11.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	11.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	11.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	11.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	10.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	10.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	9.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	9.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	9.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	8.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	6.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC38 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.82

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

32.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	130.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	121.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	108.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	96.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	83.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	83.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	77.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	72.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	72.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	71.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	69.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	69.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	68.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	67.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	67.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	66.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	66.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	66.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	66.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	64.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	63.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	63.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	63.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	63.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	63.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	61.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	61.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	61.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	60.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	58.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	58.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	58.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	58.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	57.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	56.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	56.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	56.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	55.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	55.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	55.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	55.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	55.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	55.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	55.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	54.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	54.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	54.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	54.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	54.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	53.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	53.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	53.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	53.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	52.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	52.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	52.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	52.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	52.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	52.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	51.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	51.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	51.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	50.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	50.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	50.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	50.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	50.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	49.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	49.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	49.4
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	49.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	48.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	48.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	48.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	48.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	47.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	47.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	47.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	47.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	47.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	46.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	46.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	46.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	46.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	46.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	46.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	46.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	46.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	45.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	45.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	45.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	45.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	45.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	45.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	45.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	45.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	45.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	45.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	44.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	44.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	44.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	44.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	44.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	44.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	44.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	44.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	44.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	44.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	44.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	44.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	44.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	43.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	43.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	43.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	43.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	43.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	43.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	43.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	42.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	42.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	42.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	42.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	42.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	42.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	41.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	41.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	41.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	41.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	41.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	40.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	40.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	40.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	40.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	40.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	40.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	40.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	40.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	40.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	40.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	40.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	40.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	39.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	39.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	39.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	39.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	39.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	39.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	39.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	38.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	38.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	38.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	38.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	38.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	38.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	38.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	38.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	38.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	38.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	38.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	38.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	38.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	38.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	38.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	38.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	37.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	37.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	37.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	37.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	37.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	37.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	37.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	37.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	37.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	37.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	37.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	37.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	37.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	37.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	37.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	37.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	37.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	37.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	37.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	36.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	36.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	36.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	36.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	36.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	36.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	36.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	36.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	36.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	36.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	36.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	36.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	35.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	35.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	35.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	35.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	35.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	35.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	35.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	35.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	35.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	35.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	35.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	35.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	34.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	34.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	34.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	34.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	34.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	34.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	34.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	34.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	34.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	33.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	33.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	33.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	33.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	33.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	33.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	33.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	33.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	33.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	33.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	32.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	32.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	32.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	32.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	32.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	32.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	32.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	32.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	32.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	32.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	31.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	31.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	31.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	31.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	31.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	31.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	31.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	31.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	31.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	31.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	31.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	31.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	31.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	31.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	31.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	30.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	30.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	30.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	30.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	30.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	30.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	30.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	30.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	30.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	30.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	29.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	29.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	29.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	29.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	29.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	29.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	29.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	28.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	28.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	28.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	28.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	28.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	28.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	28.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	28.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	28.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	27.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	27.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	27.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	27.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	27.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	27.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	27.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	27.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	27.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	27.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	27.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	27.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.4
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	27.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	27.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	27.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	27.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	27.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	27.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	27.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	27.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	26.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	26.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	26.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	26.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	26.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	26.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	26.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	26.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	25.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	25.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	25.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	25.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	25.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	25.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	25.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	25.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	25.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	25.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	25.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	25.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	25.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	25.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	24.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	24.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	24.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	24.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	24.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	24.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	24.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	24.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	24.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	24.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	24.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	24.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	24.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	24.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	24.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	24.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	23.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	23.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	23.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	23.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	23.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	23.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	23.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	23.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	23.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	23.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	23.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	23.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	23.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	22.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	22.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	22.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	22.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	22.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	22.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	22.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	22.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	21.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	21.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	21.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	21.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	21.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	21.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	20.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	20.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	20.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	20.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	20.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	20.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	20.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	20.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	20.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	20.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	20.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	19.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	19.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	19.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	19.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	19.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	19.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	19.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	19.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	19.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	18.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	18.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	18.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	18.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	18.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	18.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	18.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	18.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	17.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	17.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	17.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	17.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	17.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	17.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	17.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	17.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	17.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	16.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	16.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	16.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	16.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	16.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	16.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	16.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	16.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	16.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	16.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	16.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	16.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	16.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	15.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	15.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	15.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	15.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	15.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	15.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	15.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	15.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	15.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	14.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	14.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	14.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	14.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	14.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	13.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	13.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	13.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	13.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	12.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	12.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	12.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	12.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	12.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	12.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	12.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	11.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	11.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	10.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	10.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	10.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	10.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	9.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	9.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	9.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	9.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	9.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	8.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	8.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	8.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	5.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC38 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.73

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

35.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	70.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	67.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	67.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	66.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	66.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	64.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	61.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	59.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	58.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	57.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	56.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	55.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	55.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	52.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	52.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	52.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	52.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	52.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	52.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	50.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	50.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	48.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	48.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	48.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	47.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	47.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	46.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	45.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	44.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	43.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	42.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	42.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	41.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	41.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	40.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	40.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	39.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	39.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	38.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	37.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	37.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	37.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	37.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	37.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	35.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	35.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	34.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	34.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	33.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	33.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	32.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	31.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	31.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	30.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	30.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	30.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	30.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	29.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	29.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	28.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	28.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	28.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	27.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	27.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	27.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	26.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	26.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	26.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	26.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	24.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	24.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	24.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	23.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	23.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	23.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	23.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	23.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	22.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	21.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	20.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	20.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	19.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	16.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	15.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	15.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	12.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	12.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	10.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	10.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC38 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.08

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

31.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	239.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	140.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	133.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	130.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	125.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	124.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	123.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	97.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	76.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	73.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	73.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	70.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	70.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	69.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	67.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	62.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	62.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	61.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	60.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	59.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	58.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	58.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	57.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	56.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	55.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	55.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	55.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	55.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	55.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	55.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	54.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	53.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	53.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	53.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	53.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	51.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	50.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	49.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	49.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	49.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	48.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	47.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	46.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	46.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	45.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	45.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	45.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	45.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	44.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	44.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	43.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	43.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	43.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	42.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	41.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	41.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	41.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	41.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	40.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	40.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	40.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	40.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	39.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	39.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	39.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	39.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	38.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	37.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	37.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	37.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	37.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	36.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	36.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	36.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	36.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	36.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	36.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	36.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	36.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	36.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	35.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	35.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	34.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	34.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	34.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	34.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	34.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	34.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	34.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	33.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	33.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	33.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	32.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	32.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	32.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	31.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	31.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	31.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	31.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	31.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	31.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	31.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	31.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	31.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	30.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	30.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	29.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	29.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	29.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	29.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	29.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	29.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	29.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	29.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	29.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	29.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	28.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	28.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	28.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	28.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	28.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	28.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	28.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	28.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	27.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	27.9
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	27.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	27.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	27.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	27.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	27.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	27.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	26.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	26.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	26.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	26.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	26.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	26.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	26.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	26.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	25.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	25.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	25.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	25.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	25.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	25.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	24.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	24.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	24.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	24.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	24.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	24.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	24.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	24.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	24.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	24.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	24.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	23.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	23.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	23.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	23.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	23.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	23.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	23.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	22.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	22.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	22.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	22.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	22.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	22.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	22.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	21.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	21.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	21.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	21.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	21.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	21.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	21.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	21.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	21.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	21.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	21.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	20.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	20.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	20.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	20.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	20.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	20.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	19.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	19.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	19.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	19.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	19.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	19.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	19.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	19.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	19.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	19.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	19.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	18.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	18.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	18.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	18.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	18.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	18.7
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	18.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	17.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	17.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	17.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	17.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	17.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	17.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	16.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	16.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	16.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	16.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	15.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	15.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	15.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	15.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	14.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	14.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	14.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	14.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	13.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	13.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	13.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	13.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	13.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	13.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	12.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	12.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	11.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	11.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	11.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	11.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	11.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	10.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	9.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	9.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	9.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	9.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	8.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	7.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	3.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	3.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0092310003	Normal	1.2
CPT0014350001	Normal	1.0
CPT0023710001	Normal	0.9
CPT0086030003	Tumor	0.9
CPT0092740003	Normal	0.8
CPT0006950001	Normal	0.8
CPT0012090003	Normal	0.8
CPT0065450001	Normal	0.8
CPT0077140001	Normal	0.8
CPT0066430001	Normal	0.8
CPT0009080003	Normal	0.8
CPT0018250001	Normal	0.8
CPT0012770003	Normal	0.8
CPT0006730001	Normal	0.8
CPT0019160001	Normal	0.7
CPT0025610001	Normal	0.7
CPT0063640001	Normal	0.7
CPT0025060001	Normal	0.7
CPT0088780001	Normal	0.7
CPT0010170001	Normal	0.7
CPT0007470001	Normal	0.7
CPT0088920001	Normal	0.7
CPT0089480003	Normal	0.6
CPT0075570001	Normal	0.6
CPT0087050003	Normal	0.6
CPT0023360001	Normal	0.6
CPT0001350001	Normal	0.6
CPT0082010001	Normal	0.6
CPT0078840001	Normal	0.6
CPT0013790003	Normal	0.6
CPT0079430001	Normal	0.6
CPT0076350001	Normal	0.6
CPT0012570003	Normal	0.6
CPT0079000001	Normal	0.5
CPT0078670001	Normal	0.5
CPT0064400001	Normal	0.5
CPT0081620001	Normal	0.5
CPT0026420001	Normal	0.5
CPT0086370003	Normal	0.5
CPT0014130001	Normal	0.5
CPT0069010001	Normal	0.5
CPT0020020001	Normal	0.5
CPT0089040001	Normal	0.5
CPT0012290003	Normal	0.4
CPT0020130001	Normal	0.4
CPT0086970003	Normal	0.4
CPT0078940001	Normal	0.4
CPT0006530001	Normal	0.3
CPT0086890003	Normal	0.3
CPT0088640003	Normal	0.3
CPT0000790001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0077500001	Normal	0.3
CPT0088570001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0024680001	Normal	0.2
CPT0088710001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0001510001	Normal	0.2
CPT0078530001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0025920001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0015730003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0024670003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0012900004	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0001540009	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0009060003	Tumor	-0.1
CPT0019990003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0092290003	Tumor	-0.2
CPT0088970003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0069190001	Normal	-0.2
CPT0025170003	Tumor	-0.2
CPT0071150004	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0063330001	Normal	-0.2
CPT0077110003	Tumor	-0.3
CPT0007870001	Normal	-0.3
CPT0014470001	Normal	-0.3
CPT0012550003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0081990003	Tumor	-0.3
CPT0065820001	Normal	-0.3
CPT0065430003	Tumor	-0.3
CPT0078800003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0011240003	Tumor	-0.3
CPT0012640003	Normal	-0.3
CPT0015810003	Tumor	-0.3
CPT0086820003	Tumor	-0.3
CPT0001190001	Normal	-0.3
CPT0065930003	Tumor	-0.4
CPT0066470004	Tumor	-0.4
CPT0025050003	Tumor	-0.4
CPT0087040003	Tumor	-0.4
CPT0078990003	Tumor	-0.4
CPT0088900003	Tumor	-0.4
CPT0064370003	Tumor	-0.4
CPT0088690003	Tumor	-0.4
CPT0084590001	Normal	-0.5
CPT0079270003	Tumor	-0.5
CPT0012280003	Tumor	-0.5
CPT0006440003	Tumor	-0.5
CPT0079480003	Tumor	-0.5
CPT0006900003	Tumor	-0.5
CPT0026410003	Tumor	-0.5
CPT0000780007	Tumor	-0.5
CPT0014450004	Tumor	-0.5
CPT0010120001	Normal	-0.6
CPT0088480003	Tumor	-0.6
CPT0075720003	Tumor	-0.6
CPT0002270011	Tumor	-0.6
CPT0078510003	Tumor	-0.6
CPT0001270001	Normal	-0.6
CPT0079300001	Normal	-0.6
CPT0079230003	Tumor	-0.6
CPT0025110003	Tumor	-0.6
CPT0023350003	Tumor	-0.6
CPT0025350003	Tumor	-0.6
CPT0088760003	Tumor	-0.6
CPT0025880003	Tumor	-0.6
CPT0079510001	Normal	-0.6
CPT0089020003	Tumor	-0.6
CPT0077320001	Normal	-0.6
CPT0078930003	Tumor	-0.7
CPT0009000003	Tumor	-0.7
CPT0089460004	Tumor	-0.7
CPT0012370003	Tumor	-0.7
CPT0075170001	Normal	-0.7
CPT0066480003	Tumor	-0.7
CPT0069000003	Tumor	-0.7
CPT0010160003	Tumor	-0.7
CPT0010110003	Tumor	-0.7
CPT0025580004	Tumor	-0.7
CPT0079180003	Tumor	-0.7
CPT0086870003	Tumor	-0.7
CPT0007860003	Tumor	-0.8
CPT0015910003	Tumor	-0.8
CPT0079410003	Tumor	-0.8
CPT0014370004	Tumor	-0.8
CPT0075560003	Tumor	-0.8
CPT0012080003	Tumor	-0.8
CPT0065870003	Tumor	-0.8
CPT0000640003	Tumor	-0.8
CPT0077490003	Tumor	-0.9
CPT0092730003	Tumor	-0.9
CPT0081600003	Tumor	-0.9
CPT0076330003	Tumor	-0.9
CPT0065690003	Tumor	-0.9
CPT0021240003	Tumor	-0.9
CPT0088550004	Tumor	-1.0
CPT0023690003	Tumor	-1.0
CPT0025230003	Tumor	-1.0
CPT0081880003	Tumor	-1.0
CPT0079380003	Tumor	-1.0
CPT0065810003	Tumor	-1.0
CPT0001180009	Tumor	-1.0
CPT0078660003	Tumor	-1.1
CPT0092790003	Tumor	-1.1
CPT0017410003	Tumor	-1.1
CPT0088630003	Tumor	-1.1
CPT0063630003	Tumor	-1.3
CPT0086950003	Tumor	-1.3
CPT0084560003	Tumor	-1.3
CPT0075130003	Tumor	-1.4
CPT0001260009	Tumor	-1.4
CPT0001340003	Tumor	-1.5
CPT0012180003	Tumor	-1.6
CPT0017850003	Tumor	-1.6
CPT0011410003	Tumor	-2.0
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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 HPA029302	Antibody HPA075893
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