Expression of STARD10 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

STARD10 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 105.91

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

152.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	386.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	362.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	340.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	295.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	283.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	282.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	278.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	275.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	268.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	265.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	259.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	252.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	235.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	226.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	226.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	224.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	216.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	216.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	215.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	212.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	211.1
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	201.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	195.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	183.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	163.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	162.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	153.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	149.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	144.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	139.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	138.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	134.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	133.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	132.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	128.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	121.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	119.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	114.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	112.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	110.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	106.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	105.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	103.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	98.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	98.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	90.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	89.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	78.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	76.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	68.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	67.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	62.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	54.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	53.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	52.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	47.7
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	46.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	41.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	41.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	40.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	38.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	23.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	20.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STARD10 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 41.74

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

41.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	368.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	199.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	172.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	165.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	151.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	146.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	142.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	137.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	134.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	127.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	111.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	108.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	108.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	106.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	100.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	95.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	94.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	92.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	88.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	88.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	85.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	85.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	85.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	85.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	82.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	82.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	81.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	81.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	76.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	76.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	75.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	74.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	73.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	71.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	71.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	70.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	69.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	68.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	67.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	67.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	67.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	66.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	65.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	65.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	64.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	63.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	63.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	63.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	62.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	61.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	60.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	60.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	60.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	60.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	60.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	60.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	59.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	59.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	59.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	59.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	59.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	58.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	58.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	58.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	58.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	57.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	57.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	57.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	57.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	57.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	57.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	57.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	56.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	56.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	55.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	55.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	55.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	55.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	55.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	55.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	55.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	55.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	54.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	54.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	54.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	54.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	53.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	53.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	53.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	53.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	53.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	53.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	52.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	52.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	52.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	52.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	52.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	52.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	52.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	52.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	51.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	51.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	51.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	51.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	51.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	50.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	50.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	50.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	50.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	49.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	49.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	49.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	49.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	49.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	49.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	49.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	49.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	49.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	49.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	49.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	49.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	49.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	48.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	48.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	48.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	48.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	48.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	48.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	48.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	48.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	48.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	47.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	47.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	47.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	47.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	47.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	47.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	47.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	46.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	46.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	46.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	46.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	46.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	46.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	46.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	45.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	45.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	45.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	45.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	45.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	45.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	45.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	45.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	45.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	45.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	45.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	45.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	45.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	44.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	44.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	44.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	44.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	44.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	43.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	43.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	43.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	43.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	43.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	43.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	43.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	43.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	43.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	43.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	43.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	43.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	43.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	42.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	42.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	42.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	42.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	42.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	42.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	42.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	42.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	41.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	41.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	41.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	41.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	41.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	41.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	41.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	41.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	41.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	41.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	41.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	41.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	41.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	40.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	40.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	40.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	40.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	40.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	40.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	40.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	40.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	40.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	40.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	40.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	40.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	40.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	40.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	40.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	40.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	40.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	40.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	39.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	39.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	39.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	39.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	39.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	39.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	39.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	39.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	39.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	39.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	38.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	38.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	38.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	38.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	38.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	38.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	38.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	38.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	38.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	38.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	37.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	37.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	37.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	37.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	37.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	37.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	37.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	37.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	37.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	37.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	37.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	37.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	36.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	36.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	36.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	36.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	36.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	36.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	36.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	36.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	36.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	36.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	36.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	36.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	36.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	36.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	35.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	35.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	35.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	35.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	35.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	35.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	35.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	35.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	35.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	35.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	35.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	35.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	35.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	35.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	35.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	35.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	34.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	34.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	34.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	34.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	34.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	34.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	34.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	34.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	34.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	34.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	34.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	34.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	34.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	34.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	33.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	33.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	33.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	33.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	33.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	33.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	33.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	33.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	33.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	33.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	33.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	32.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	32.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	32.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	32.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	32.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	32.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	32.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	32.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	32.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	32.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	32.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	32.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	32.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	31.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	31.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	31.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	31.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	31.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	31.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	31.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	31.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	31.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	31.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	31.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	30.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	30.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	30.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	30.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	30.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	30.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	30.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	30.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	30.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	30.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	30.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	30.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	30.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	30.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	30.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	30.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	30.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	30.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	30.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	30.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	30.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	30.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	30.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	30.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	30.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	30.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	29.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	29.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	29.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	29.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	29.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	29.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	29.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	29.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	29.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	29.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	29.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	29.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	29.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	29.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	29.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	29.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	29.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	28.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	28.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	28.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	28.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	28.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	28.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	28.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	28.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	28.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	28.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	28.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	28.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	28.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	28.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	28.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	28.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	27.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	27.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	27.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	27.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	27.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	27.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	27.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	27.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	27.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	27.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	27.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	27.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	26.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	26.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	26.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	26.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	26.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	26.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	26.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	26.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	26.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	26.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	26.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	26.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	26.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	26.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	25.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	25.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	25.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	25.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	25.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	25.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	25.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	25.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	24.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	24.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	24.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	24.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	24.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	24.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	24.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	23.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	23.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	23.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	23.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	23.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	23.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	23.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	23.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	23.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	22.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	22.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	22.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	22.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	22.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	22.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	21.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	21.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	21.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	21.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	21.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	21.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	21.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	21.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	21.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	21.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	21.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	21.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	20.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	20.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	20.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	20.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	20.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	20.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	20.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	20.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	19.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	19.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	19.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	19.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	19.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	19.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	18.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	18.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	18.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	18.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	18.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	18.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	18.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	17.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	17.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	17.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	17.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	16.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	16.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	16.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	16.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	16.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	15.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	15.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	15.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	15.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	15.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	14.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	14.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	14.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	14.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	13.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	13.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	12.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	12.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	11.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	11.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	10.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STARD10 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.87

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

23.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	63.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	56.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	55.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	47.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	45.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	44.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	42.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	42.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	39.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	39.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	39.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	36.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	36.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	35.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	35.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	34.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	33.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	32.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	32.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	32.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	31.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	31.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	31.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	30.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	29.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	29.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	29.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	29.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	28.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	27.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	26.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	26.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	26.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	26.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	25.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	25.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	24.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	24.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	24.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	24.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	24.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	24.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	24.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	23.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	23.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	23.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	22.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	22.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	22.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	21.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	21.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	21.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	20.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	20.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	18.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	18.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	18.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	18.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	18.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	17.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	17.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	16.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	15.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	15.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	15.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	15.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	15.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	14.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	13.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	13.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	12.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	12.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	10.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	10.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	9.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	9.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	8.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	7.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	6.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	5.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	5.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	3.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

STARD10 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.08

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

32.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	212.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	151.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	145.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	135.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	122.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	118.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	114.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	113.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	110.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	109.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	98.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	91.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	86.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	83.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	81.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	81.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	77.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	72.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	68.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	66.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	65.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	61.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	61.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	60.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	59.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	57.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	56.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	52.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	51.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	51.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	50.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	50.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	50.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	49.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	49.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	48.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	48.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	48.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	47.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	47.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	47.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	47.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	45.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	45.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	45.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	43.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	42.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	41.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	41.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	41.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	40.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	40.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	40.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	39.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	39.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	39.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	39.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	39.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	39.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	38.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	38.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	38.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	37.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	37.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	36.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	36.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	36.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	35.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	35.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	35.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	35.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	35.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	34.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	34.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	34.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	34.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	34.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	34.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	33.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	33.8
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	33.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	33.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	33.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	33.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	33.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	32.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	32.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	32.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	32.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	32.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	32.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	32.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	31.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	31.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	31.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	31.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	30.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	30.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	30.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	30.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	30.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	30.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	30.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	30.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	30.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	29.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	29.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	29.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	29.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	29.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	29.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	29.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	29.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	29.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	29.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	29.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	29.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	28.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	28.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	28.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	28.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	28.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	27.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	27.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	27.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	27.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	27.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	27.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	27.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	27.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	27.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	27.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	27.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	27.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	27.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	27.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	27.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	27.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	26.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	26.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	26.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	26.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	26.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	26.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	26.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	26.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	26.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	26.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	25.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	25.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	25.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	25.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	25.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	25.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	25.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	25.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	24.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	24.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	24.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	24.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	24.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	24.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	24.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	24.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	23.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	23.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	23.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	23.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	23.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	23.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	23.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	23.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	23.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	22.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	22.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	22.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	22.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	22.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	22.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	22.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	21.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	21.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	21.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	21.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	21.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	21.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	21.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	21.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	21.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	21.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	21.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	20.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	20.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	20.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	20.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	20.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	20.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	20.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	20.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	20.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	19.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	19.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	19.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	18.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	18.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	18.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	18.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	18.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	17.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	17.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	17.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	17.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	16.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	16.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	16.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	16.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	16.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	15.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	15.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	14.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	14.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	14.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	14.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	14.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	13.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	13.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	13.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	13.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	13.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	12.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	12.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	12.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	11.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	10.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	10.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	10.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	10.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	9.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	9.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	5.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	3.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078660003	Tumor	1.4
CPT0079180003	Tumor	1.4
CPT0088970003	Tumor	1.1
CPT0012770003	Normal	0.7
CPT0001230001	Normal	0.6
CPT0012640003	Normal	0.6
CPT0079510001	Normal	0.6
CPT0063330001	Normal	0.6
CPT0078510003	Tumor	0.6
CPT0069010001	Normal	0.6
CPT0026420001	Normal	0.6
CPT0079000001	Normal	0.5
CPT0009020003	Normal	0.5
CPT0009080003	Normal	0.5
CPT0078840001	Normal	0.5
CPT0000640003	Tumor	0.5
CPT0078940001	Normal	0.4
CPT0086890003	Normal	0.4
CPT0006950001	Normal	0.4
CPT0065450001	Normal	0.4
CPT0014350001	Normal	0.4
CPT0086830003	Normal	0.4
CPT0088640003	Normal	0.4
CPT0078670001	Normal	0.4
CPT0001510001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0017410003	Tumor	0.4
CPT0020020001	Normal	0.4
CPT0006730001	Normal	0.4
CPT0086370003	Normal	0.4
CPT0002370001	Normal	0.4
CPT0007870001	Normal	0.4
CPT0014470001	Normal	0.4
CPT0014130001	Normal	0.3
CPT0012920003	Normal	0.3
CPT0007470001	Normal	0.3
CPT0019160001	Normal	0.3
CPT0012570003	Normal	0.3
CPT0089480003	Normal	0.3
CPT0000790001	Normal	0.3
CPT0066430001	Normal	0.3
CPT0081620001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0025610001	Normal	0.3
CPT0078530001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0079430001	Normal	0.3
CPT0077140001	Normal	0.3
CPT0077500001	Normal	0.3
CPT0088920001	Normal	0.3
CPT0069190001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0088780001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0087050003	Normal	0.2
CPT0017450001	Normal	0.2
CPT0088710001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0064400001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0092800003	Normal	0.2
CPT0023360001	Normal	0.2
CPT0010120001	Normal	0.2
CPT0025050003	Tumor	0.2
CPT0066520001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0063640001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0076350001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0084590001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0092190003	Normal	-0.1
CPT0089020003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0010170001	Normal	-0.1
CPT0002350011	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0064370003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0077110003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0012080003	Tumor	-0.1
CPT0009060003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0020120003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0011410003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0001270001	Normal	-0.2
CPT0092160003	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0023690003	Tumor	-0.2
CPT0007860003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0000780007	Tumor	-0.3
CPT0078990003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0075720003	Tumor	-0.3
CPT0079230003	Tumor	-0.3
CPT0011240003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0009000003	Tumor	-0.3
CPT0088690003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0014160003	Tumor	-0.4
CPT0014450004	Tumor	-0.4
CPT0026410003	Tumor	-0.4
CPT0006900003	Tumor	-0.4
CPT0069160003	Tumor	-0.4
CPT0076330003	Tumor	-0.4
CPT0088550004	Tumor	-0.4
CPT0001260009	Tumor	-0.4
CPT0065870003	Tumor	-0.4
CPT0019130003	Tumor	-0.4
CPT0015730003	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0086870003	Tumor	-0.4
CPT0065430003	Tumor	-0.4
CPT0025230003	Tumor	-0.4
CPT0081600003	Tumor	-0.5
CPT0014370004	Tumor	-0.5
CPT0010110003	Tumor	-0.5
CPT0088630003	Tumor	-0.5
CPT0088760003	Tumor	-0.5
CPT0012900004	Tumor	-0.5
CPT0086030003	Tumor	-0.5
CPT0002270011	Tumor	-0.5
CPT0081990003	Tumor	-0.5
CPT0087040003	Tumor	-0.5
CPT0088480003	Tumor	-0.5
CPT0025880003	Tumor	-0.5
CPT0085670003	Tumor	-0.5
CPT0075560003	Tumor	-0.5
CPT0015810003	Tumor	-0.5
CPT0012670003	Tumor	-0.6
CPT0025290003	Tumor	-0.6
CPT0012280003	Tumor	-0.6
CPT0025580004	Tumor	-0.6
CPT0063630003	Tumor	-0.6
CPT0065750003	Tumor	-0.6
CPT0086820003	Tumor	-0.6
CPT0021240003	Tumor	-0.7
CPT0075130003	Tumor	-0.7
CPT0092290003	Tumor	-0.7
CPT0086950003	Tumor	-0.7
CPT0079380003	Tumor	-0.7
CPT0079410003	Tumor	-0.8
CPT0024670003	Tumor	-0.8
CPT0001180009	Tumor	-0.8
CPT0065690003	Tumor	-0.8
CPT0065930003	Tumor	-0.8
CPT0084560003	Tumor	-0.8
CPT0017850003	Tumor	-0.8
CPT0078800003	Tumor	-0.9
CPT0001340003	Tumor	-1.0
CPT0023350003	Tumor	-1.1
CPT0012180003	Tumor	-1.1
CPT0081880003	Tumor	-1.4
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA026661
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