Expression of SLC25A10 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

SLC25A10 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.4

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

19.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	54.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	46.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	45.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	37.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	36.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	34.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	33.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	33.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	32.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	30.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	29.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	28.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	27.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	26.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	26.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	25.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	25.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	23.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	23.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	22.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	22.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	20.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	19.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	19.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	19.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	18.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	18.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	18.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	16.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	16.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	16.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	16.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	16.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	15.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	15.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	15.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	15.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	14.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	14.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	14.6
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	14.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	13.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	12.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	12.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	12.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	12.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	12.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	11.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	10.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	10.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	9.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	8.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	8.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	6.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	5.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	3.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLC25A10 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.14

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	77.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	71.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	65.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	64.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	60.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	57.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	56.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	55.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	54.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	52.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	48.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	47.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	46.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	42.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	42.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	41.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	39.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	39.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	38.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	38.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	37.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	36.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	35.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	35.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	34.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	34.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	33.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	33.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	33.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	33.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	33.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	32.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	32.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	31.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	31.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	31.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	31.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	31.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	31.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	31.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	30.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	30.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	30.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	30.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	29.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	29.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	29.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	28.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	28.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	28.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	28.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	28.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	28.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	28.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	28.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	28.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	27.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	27.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	27.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	27.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	27.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	27.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	27.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	26.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	26.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	26.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	26.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	26.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	25.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	25.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	25.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	24.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	24.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	24.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	24.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	23.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	23.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	23.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	23.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	23.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	23.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	23.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	23.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	23.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	22.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	22.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	22.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	22.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	22.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	22.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	22.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	22.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	22.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	22.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	21.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	21.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	21.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	21.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	21.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	21.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	21.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	21.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	21.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	21.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	21.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	20.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	20.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	20.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	20.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	20.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	20.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	20.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	20.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	20.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	20.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	20.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	20.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	20.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	20.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	20.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	19.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	19.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	19.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	19.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	19.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	19.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	19.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	19.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	19.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	19.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	19.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	19.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	19.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	19.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	19.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	19.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	18.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	18.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	18.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	18.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	18.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	18.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	18.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	18.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	18.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	18.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	18.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	18.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	17.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	17.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	17.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	17.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	17.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	17.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	17.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	17.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	17.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	17.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	17.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	17.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	17.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	17.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	17.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	16.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	16.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	16.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	16.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	16.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	16.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	16.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	16.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	16.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	16.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	15.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	15.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	15.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	15.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	15.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	15.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	15.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	15.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	15.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	15.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	15.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	15.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	15.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	15.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	14.7
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	14.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	14.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	14.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	14.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	14.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	14.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	14.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	14.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	14.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	13.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	13.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	13.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	13.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	13.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	13.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	13.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	13.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	13.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	13.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	13.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	13.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	13.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	13.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	13.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	13.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	13.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	12.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	12.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	12.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	12.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	12.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	12.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	12.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	12.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	11.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	11.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	11.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	11.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	11.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	11.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	11.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	11.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	11.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	11.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	11.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	11.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	11.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	11.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	11.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	11.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	10.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	10.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	10.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	10.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	10.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	10.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	10.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	10.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	10.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	10.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	10.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	10.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	10.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	10.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	9.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	9.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	9.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	9.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	9.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	9.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	9.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	9.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	9.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	9.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	9.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	9.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	9.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	9.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	9.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	9.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	9.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	8.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	8.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	8.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	8.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	8.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	8.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	8.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	8.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	8.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	8.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	8.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	8.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	8.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	8.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	8.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	8.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	8.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	8.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	8.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	7.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	7.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	7.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	7.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	7.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	7.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	7.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	7.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	7.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	7.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	7.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	7.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	7.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	7.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	7.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	7.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	7.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	6.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	6.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	6.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	6.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	6.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	6.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	6.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	6.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	6.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	6.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	6.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	6.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	6.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	6.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	6.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	6.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	5.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	5.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	5.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	5.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	5.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	5.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	5.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	5.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	5.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	5.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	5.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	5.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	5.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	5.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	5.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	5.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	5.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	4.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	4.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	4.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	4.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	4.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	4.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	4.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	4.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	4.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	4.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	3.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	3.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	2.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	2.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	2.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	1.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLC25A10 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.02

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

14.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	58.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	47.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	44.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	36.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	35.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	33.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	32.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	31.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	31.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	30.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	29.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	28.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	27.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	26.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	21.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	21.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	19.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	19.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	19.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	19.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	18.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	18.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	17.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	17.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	16.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	16.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	15.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	15.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	15.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	15.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	14.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	14.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	14.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	13.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	13.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	12.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	12.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	11.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	11.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	10.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	10.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	10.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	9.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	9.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	9.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	9.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	9.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	9.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	9.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	9.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	8.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	8.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	8.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	8.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	8.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	8.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	8.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	8.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	8.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	7.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	7.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	7.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	7.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	6.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	6.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	6.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	6.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	4.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	3.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	3.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	2.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	2.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	1.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	1.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	1.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLC25A10 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.96

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

40.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	151.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	139.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	132.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	128.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	118.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	114.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	109.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	94.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	86.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	86.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	85.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	85.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	84.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	80.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	79.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	76.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	76.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	76.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	75.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	75.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	75.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	74.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	73.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	73.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	72.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	72.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	71.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	70.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	70.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	70.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	70.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	70.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	70.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	68.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	68.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	68.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	66.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	66.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	66.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	65.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	64.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	63.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	62.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	60.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	59.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	59.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	58.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	58.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	57.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	57.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	57.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	57.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	56.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	56.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	55.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	54.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	54.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	54.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	53.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	52.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	52.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	52.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	52.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	52.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	51.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	50.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	50.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	50.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	50.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	50.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	50.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	50.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	50.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	49.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	49.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	49.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	48.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	48.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	48.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	48.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	47.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	47.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	47.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	47.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	46.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	46.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	46.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	46.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	46.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	46.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	45.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	45.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	45.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	45.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	45.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	45.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	45.1
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	44.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	44.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	44.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	43.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	43.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	43.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	42.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	41.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	41.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	41.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	41.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	41.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	41.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	41.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	41.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	40.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	40.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	40.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	40.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	40.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	39.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	39.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	39.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	39.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	39.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	38.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	38.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	38.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	38.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	38.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	38.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	38.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	38.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	38.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	38.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	37.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	37.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	37.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	37.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	37.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	37.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	37.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	37.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	37.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	36.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	36.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	36.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	35.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	35.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	35.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	35.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	35.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	35.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	35.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	34.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	34.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	34.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	34.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	34.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	34.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	34.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	33.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	33.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	33.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	33.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	32.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	32.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	32.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	31.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	31.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	31.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	31.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	31.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	31.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	31.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	31.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	31.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	31.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	31.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	30.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	30.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	30.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	30.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	30.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	30.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	30.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	29.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	29.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	29.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	29.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	28.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	28.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	28.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	28.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	28.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	28.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	28.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	27.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	27.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	27.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	27.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	27.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	26.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	25.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	25.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	25.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	25.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	24.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	24.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	24.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	23.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	23.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	23.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	23.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	23.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	23.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	23.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	22.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	22.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	22.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	22.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	21.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	21.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	20.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	20.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	20.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	20.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	20.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	20.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	20.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	19.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	19.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	19.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	19.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	18.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	18.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	18.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	18.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	18.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	18.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	17.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	17.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	17.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	16.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	16.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	16.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	15.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	14.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	12.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	11.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	11.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	11.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	9.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	5.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0092800003	Normal	1.6
CPT0006950001	Normal	1.5
CPT0092740003	Normal	1.4
CPT0092310003	Normal	1.4
CPT0089480003	Normal	1.2
CPT0064400001	Normal	1.2
CPT0087050003	Normal	1.2
CPT0000790001	Normal	1.2
CPT0077140001	Normal	1.1
CPT0065450001	Normal	1.1
CPT0078670001	Normal	1.1
CPT0026420001	Normal	1.0
CPT0088710001	Normal	1.0
CPT0013790003	Normal	1.0
CPT0007870001	Normal	1.0
CPT0012570003	Normal	1.0
CPT0001350001	Normal	1.0
CPT0010170001	Normal	0.9
CPT0000890001	Normal	0.9
CPT0088780001	Normal	0.9
CPT0086970003	Normal	0.9
CPT0020020001	Normal	0.9
CPT0078840001	Normal	0.9
CPT0006730001	Normal	0.9
CPT0082010001	Normal	0.9
CPT0081620001	Normal	0.8
CPT0086370003	Normal	0.8
CPT0078530001	Normal	0.8
CPT0086890003	Normal	0.8
CPT0088640003	Normal	0.8
CPT0078940001	Normal	0.8
CPT0007470001	Normal	0.8
CPT0025060001	Normal	0.8
CPT0014350001	Normal	0.8
CPT0076350001	Normal	0.7
CPT0088920001	Normal	0.7
CPT0066430001	Normal	0.7
CPT0023360001	Normal	0.7
CPT0019160001	Normal	0.7
CPT0065820001	Normal	0.7
CPT0025610001	Normal	0.7
CPT0002270011	Tumor	0.6
CPT0077500001	Normal	0.6
CPT0012770003	Normal	0.6
CPT0079000001	Normal	0.6
CPT0069010001	Normal	0.6
CPT0079430001	Normal	0.6
CPT0063640001	Normal	0.5
CPT0075570001	Normal	0.5
CPT0020130001	Normal	0.4
CPT0025920001	Normal	0.4
CPT0063330001	Normal	0.4
CPT0012290003	Normal	0.4
CPT0089040001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0001510001	Normal	0.4
CPT0023710001	Normal	0.3
CPT0088570001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0001230001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0086830003	Normal	0.2
CPT0001550001	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0018250001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0088500001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0000660001	Normal	-0.1
CPT0092290003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0088690003	Tumor	-0.3
CPT0009080003	Normal	-0.4
CPT0089460004	Tumor	-0.4
CPT0088970003	Tumor	-0.4
CPT0064370003	Tumor	-0.4
CPT0010120001	Normal	-0.5
CPT0001270001	Normal	-0.5
CPT0023350003	Tumor	-0.5
CPT0023690003	Tumor	-0.5
CPT0078660003	Tumor	-0.6
CPT0020120003	Tumor	-0.6
CPT0069190001	Normal	-0.6
CPT0078800003	Tumor	-0.6
CPT0078510003	Tumor	-0.6
CPT0075560003	Tumor	-0.7
CPT0014160003	Tumor	-0.7
CPT0066470004	Tumor	-0.7
CPT0019990003	Tumor	-0.7
CPT0081880003	Tumor	-0.7
CPT0075720003	Tumor	-0.7
CPT0077310003	Tumor	-0.7
CPT0078830003	Tumor	-0.7
CPT0006630003	Tumor	-0.7
CPT0012920003	Normal	-0.8
CPT0075170001	Normal	-0.8
CPT0078930003	Tumor	-0.8
CPT0065810003	Tumor	-0.8
CPT0066480003	Tumor	-0.8
CPT0079300001	Normal	-0.8
CPT0088900003	Tumor	-0.8
CPT0065430003	Tumor	-0.8
CPT0088480003	Tumor	-0.8
CPT0087040003	Tumor	-0.8
CPT0009020003	Normal	-0.8
CPT0079510001	Normal	-0.8
CPT0000780007	Tumor	-0.8
CPT0006900003	Tumor	-0.9
CPT0079410003	Tumor	-0.9
CPT0076330003	Tumor	-0.9
CPT0092790003	Tumor	-0.9
CPT0007320003	Tumor	-0.9
CPT0001220008	Tumor	-0.9
CPT0019130003	Tumor	-0.9
CPT0012550003	Tumor	-0.9
CPT0063320003	Tumor	-0.9
CPT0010160003	Tumor	-1.0
CPT0014450004	Tumor	-1.0
CPT0086360003	Tumor	-1.0
CPT0025050003	Tumor	-1.0
CPT0025580004	Tumor	-1.0
CPT0006440003	Tumor	-1.0
CPT0012280003	Tumor	-1.0
CPT0069160003	Tumor	-1.0
CPT0088630003	Tumor	-1.1
CPT0012900004	Tumor	-1.1
CPT0025880003	Tumor	-1.1
CPT0086870003	Tumor	-1.1
CPT0007860003	Tumor	-1.1
CPT0077490003	Tumor	-1.1
CPT0079480003	Tumor	-1.1
CPT0001180009	Tumor	-1.2
CPT0071150004	Tumor	-1.2
CPT0026410003	Tumor	-1.2
CPT0001540009	Tumor	-1.2
CPT0069000003	Tumor	-1.2
CPT0015730003	Tumor	-1.2
CPT0089020003	Tumor	-1.2
CPT0001260009	Tumor	-1.2
CPT0077320001	Normal	-1.2
CPT0012640003	Normal	-1.2
CPT0000640003	Tumor	-1.2
CPT0009000003	Tumor	-1.2
CPT0010110003	Tumor	-1.2
CPT0012180003	Tumor	-1.2
CPT0015810003	Tumor	-1.3
CPT0063630003	Tumor	-1.3
CPT0079270003	Tumor	-1.3
CPT0086820003	Tumor	-1.3
CPT0084590001	Normal	-1.3
CPT0075130003	Tumor	-1.3
CPT0088760003	Tumor	-1.3
CPT0092730003	Tumor	-1.3
CPT0024670003	Tumor	-1.3
CPT0002350011	Tumor	-1.4
CPT0014370004	Tumor	-1.4
CPT0025290003	Tumor	-1.4
CPT0065870003	Tumor	-1.4
CPT0092160003	Tumor	-1.4
CPT0086950003	Tumor	-1.4
CPT0000870016	Tumor	-1.4
CPT0086030003	Tumor	-1.4
CPT0012670003	Tumor	-1.5
CPT0092190003	Normal	-1.5
CPT0081600003	Tumor	-1.5
CPT0001340003	Tumor	-1.5
CPT0009060003	Tumor	-1.6
CPT0015910003	Tumor	-1.6
CPT0088550004	Tumor	-1.6
CPT0065690003	Tumor	-1.6
CPT0065750003	Tumor	-1.6
CPT0079180003	Tumor	-1.7
CPT0081990003	Tumor	-1.7
CPT0012370003	Tumor	-1.8
CPT0084560003	Tumor	-1.8
CPT0021240003	Tumor	-1.8
CPT0065930003	Tumor	-1.9
CPT0011240003	Tumor	-1.9
CPT0078990003	Tumor	-1.9
CPT0025350003	Tumor	-1.9
CPT0011410003	Tumor	-2.0
CPT0077110003	Tumor	-2.0
CPT0025110003	Tumor	-2.0
CPT0012080003	Tumor	-2.0
CPT0025230003	Tumor	-2.0
CPT0017850003	Tumor	-2.1
CPT0017410003	Tumor	-2.3
CPT0079230003	Tumor	-2.3
CPT0079380003	Tumor	-2.3
CPT0085670003	Tumor	-2.7
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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 HPA023048
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