Expression of APOL3 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

APOL3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.19

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

4.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	19.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	18.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	13.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	13.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	12.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	9.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	9.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	8.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	7.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	6.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	6.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	6.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	5.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	4.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	4.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	4.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	4.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	4.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	3.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	3.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	3.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	3.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	3.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	3.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	2.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	2.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	2.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	2.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	2.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	2.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	2.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	2.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.8
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	1.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

APOL3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.55

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

18.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	61.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	59.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	55.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	53.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	51.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	50.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	48.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	48.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	46.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	45.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	45.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	44.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	43.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	42.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	42.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	42.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	41.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	41.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	40.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	40.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	39.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	39.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	39.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	38.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	38.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	38.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	38.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	37.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	37.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	37.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	37.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	37.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	36.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	36.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	36.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	36.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	36.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	36.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	36.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	36.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	35.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	35.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	35.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	35.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	35.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	34.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	33.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	33.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	33.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	33.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	32.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	32.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	32.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	32.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	32.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	32.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	31.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	31.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	31.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	31.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	31.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	31.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	31.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	31.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	31.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	30.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	30.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	30.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	30.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	30.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	29.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	29.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	29.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	29.3
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	29.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	28.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	28.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	28.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	28.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	27.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	27.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	27.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	27.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	27.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	27.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	27.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	27.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	27.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	27.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	26.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	26.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	26.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	26.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	26.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	26.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	26.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	26.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	25.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	25.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	25.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	25.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	25.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	25.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	25.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	25.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	25.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	25.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	25.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	25.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	25.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	25.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	25.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	25.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	24.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	24.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	24.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	24.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	24.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	24.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	24.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	24.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	24.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	24.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	24.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	24.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	23.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	23.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	23.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	23.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	23.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	23.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	23.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	23.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	23.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	23.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	23.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	22.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	22.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	22.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	22.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	22.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	22.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	22.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	22.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	22.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	22.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	22.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	22.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	22.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	22.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	22.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	22.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	22.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	22.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	22.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	21.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	21.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	21.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	21.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	21.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	21.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	21.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	21.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	21.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	21.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	21.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	21.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	21.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	21.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	21.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	21.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	20.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	20.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	20.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	20.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	20.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	20.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	20.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	20.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	20.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	20.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	19.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	19.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	19.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	19.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	19.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	19.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	19.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	19.4
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	19.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	19.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	19.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	19.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	18.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	18.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	18.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	18.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	18.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	18.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	18.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	18.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	18.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	18.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	18.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	18.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	18.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	18.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	18.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	17.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	17.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	17.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	17.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	17.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	17.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	17.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	17.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	17.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	17.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	17.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	17.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	17.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	17.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	16.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	16.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	16.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	16.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	16.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	16.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	16.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	16.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	16.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	16.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	16.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	16.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	15.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	15.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	15.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	15.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	15.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	15.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	15.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	15.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	15.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	14.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	14.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	14.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	14.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	14.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	14.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	14.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	14.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	14.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	14.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	14.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	14.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	14.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	13.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	13.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	13.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	13.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	13.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	13.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	13.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	13.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	13.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	13.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	13.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	13.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	13.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	13.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	13.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	13.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	13.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	13.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	13.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	13.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	13.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	13.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	13.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	12.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	12.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	12.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	12.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	12.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	12.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	12.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	12.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	12.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	12.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	12.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	12.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	12.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	12.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	12.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	11.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	11.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	11.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	11.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	11.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	11.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	11.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	10.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	10.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	10.7
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	10.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	10.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	10.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	9.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	9.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	9.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	9.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	9.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	8.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	8.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	8.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	8.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	8.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	7.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	7.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	7.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	7.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	7.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	7.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	7.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	6.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	6.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	6.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	6.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	6.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	6.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	6.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	6.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	5.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	5.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	5.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	4.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	4.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	4.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	4.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	4.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	4.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	3.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	3.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	3.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	3.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	3.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	3.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	2.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	2.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	2.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	2.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	2.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	2.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	1.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

APOL3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.34

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

20.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	66.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	60.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	58.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	57.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	45.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	43.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	43.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	40.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	38.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	37.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	37.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	35.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	34.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	33.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	32.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	32.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	31.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	31.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	31.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	31.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	30.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	29.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	29.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	29.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	27.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	26.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	26.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	26.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	26.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	25.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	24.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	23.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	21.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	21.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	20.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	20.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	19.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	19.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	19.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	19.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	19.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	18.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	18.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	17.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	17.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	17.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	17.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	17.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	16.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	16.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	16.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	15.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	15.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	15.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	15.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	13.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	13.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	12.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	12.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	12.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	12.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	11.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	11.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	8.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	7.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	6.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	6.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	6.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	4.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	4.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	4.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	3.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	3.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	1.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	1.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

APOL3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 3.3

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

5.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	49.1
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	33.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	27.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	27.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	22.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	20.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	17.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	17.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	17.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	17.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	16.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	16.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	15.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	15.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	14.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	14.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	14.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	13.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	12.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	12.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	12.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	12.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	11.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	11.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	11.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	11.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	11.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	10.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	10.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	10.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	10.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	10.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	9.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	9.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	9.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	9.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	9.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	9.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	8.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	8.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	8.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	8.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	8.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	8.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	8.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	7.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	7.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	7.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	7.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	7.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	6.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	6.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	6.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	6.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	6.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	6.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	6.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	6.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	6.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	6.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	6.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	6.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	6.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	5.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	5.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	5.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	5.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	5.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	5.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	5.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	5.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	5.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	5.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	5.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	5.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	5.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	5.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	5.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	5.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	4.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	4.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	4.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	4.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	4.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	4.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	4.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	4.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	4.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	4.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	4.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	4.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	4.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	4.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	4.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	4.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	4.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	4.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	3.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	3.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	3.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	3.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	3.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	3.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	3.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	3.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	3.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	3.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	3.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	3.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	3.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	3.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	3.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	3.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	3.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	3.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	3.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	3.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	3.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	3.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	3.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	3.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	3.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	3.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	3.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	3.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	2.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	2.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	2.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	2.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	2.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	2.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	2.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	2.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	2.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	2.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	2.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	2.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	2.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	2.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	2.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	2.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	2.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	2.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	2.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	2.4
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	2.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	2.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	2.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	2.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	2.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	2.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	2.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	2.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	2.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	2.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	2.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	2.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	2.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	2.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	2.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	2.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	1.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	1.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	1.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	1.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	1.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	1.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	1.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	1.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	1.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	1.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	1.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	1.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	1.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	1.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	1.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	1.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	1.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	1.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	1.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	1.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	1.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	1.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	1.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	1.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	1.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	1.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	1.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	1.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	1.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	1.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	1.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	0.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	0.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	0.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	0.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	0.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	0.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	0.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	0.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	0.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	0.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	0.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	0.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	0.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis