Expression of PLSCR4 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

PLSCR4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 2.36

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

2.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	11.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	11.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	5.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	5.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	4.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	4.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	4.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	3.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	2.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	2.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	2.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	2.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	2.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	2.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	1.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	1.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	1.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	1.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	1.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	1.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	1.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	1.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	1.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	1.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	1.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	1.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	1.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	1.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	1.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	1.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	0.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	0.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	0.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PLSCR4 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.8

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

18.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	83.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	52.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	50.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	49.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	47.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	46.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	46.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	43.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	43.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	42.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	42.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	42.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	42.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	42.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	42.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	41.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	41.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	41.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	40.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	40.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	40.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	39.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	39.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	39.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	39.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	39.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	38.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	38.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	38.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	38.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	38.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	38.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	38.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	37.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	37.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	37.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	37.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	36.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	36.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	36.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	36.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	36.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	35.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	35.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	35.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	35.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	35.1
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	35.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	35.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	34.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	34.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	34.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	34.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	34.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	34.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	33.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	33.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	33.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	32.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	32.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	32.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	32.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	32.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	32.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	32.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	32.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	32.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	31.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	31.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	31.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	31.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	31.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	31.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	31.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	31.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	31.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	31.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	31.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	30.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	30.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	30.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	30.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	30.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	30.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	30.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	30.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	30.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	30.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	30.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	29.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	29.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	29.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	29.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	29.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	28.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	28.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	28.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	28.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	28.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	28.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	28.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	28.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	28.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	28.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	27.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	27.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	27.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	27.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	27.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	27.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	27.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	26.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	26.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	26.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	26.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	26.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	26.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	26.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	26.2
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	26.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	26.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	26.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	26.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	26.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	25.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	25.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	25.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	25.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	25.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	25.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	25.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	25.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	25.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	25.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	25.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	25.1
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	24.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	24.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	24.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	24.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	24.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	24.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	24.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	24.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	24.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	24.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	24.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	24.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	24.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	24.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	23.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	23.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	23.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	23.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	23.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	23.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	23.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	23.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	23.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	23.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	23.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	23.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	23.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	23.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	23.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	22.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	22.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	22.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	22.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	22.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	22.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	22.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	22.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	22.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	22.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	22.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	22.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	21.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	21.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	21.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	21.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	21.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	21.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	21.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	21.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	21.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	21.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	20.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	20.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	20.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	20.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	20.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	20.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	20.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	20.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	20.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	20.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	20.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	20.4
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	20.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	20.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	20.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	20.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	19.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	19.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	19.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	19.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	19.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	19.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	19.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	19.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	19.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	19.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	19.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	19.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	19.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	19.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	18.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	18.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	18.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	18.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	18.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	18.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	18.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	18.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	18.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	17.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	17.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	17.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	17.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	17.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	17.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	17.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	17.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	17.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	17.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	17.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	17.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	17.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	17.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	17.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	17.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	16.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	16.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	16.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	16.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	16.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	16.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	16.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	16.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	16.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	15.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	15.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	15.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	15.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	15.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	15.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	15.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	15.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	15.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	15.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	14.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	14.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	14.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	14.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	14.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	14.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	14.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	14.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	14.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	14.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	14.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	14.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	14.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	14.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	14.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	14.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	13.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	13.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	13.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	13.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	13.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	13.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	13.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	13.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	13.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	13.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	12.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	12.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	12.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	12.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	12.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	12.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	12.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	12.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	12.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	11.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	11.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	11.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	11.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	11.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	11.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	11.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	11.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	10.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	10.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	10.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	10.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	10.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	10.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	10.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	10.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	10.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	9.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	9.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	8.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	8.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	8.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	8.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	8.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	8.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	8.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	8.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	7.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	7.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	7.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	6.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	6.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	6.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	5.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	5.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	4.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	4.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	3.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	3.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	3.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	3.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	3.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	3.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	3.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	3.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	2.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	2.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	2.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	2.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	2.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	2.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	2.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	1.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	1.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	1.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	0.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PLSCR4 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.67

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

21.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	49.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	48.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	45.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	44.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	43.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	42.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	41.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	40.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	39.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	37.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	35.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	35.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	35.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	35.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	34.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	32.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	31.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	31.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	31.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	31.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	30.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	30.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	30.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	29.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	28.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	28.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	28.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	28.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	27.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	27.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	27.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	27.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	27.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	26.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	26.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	26.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	26.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	25.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	24.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	24.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	23.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	22.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	22.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	22.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	19.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	19.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	19.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	18.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	18.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	18.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	17.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	17.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	16.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	15.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	15.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	15.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	15.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	14.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	13.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	13.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	12.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	10.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	7.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	7.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	6.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	5.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	5.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	4.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	3.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	1.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PLSCR4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.85

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

8.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	50.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	34.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	29.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	28.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	27.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	25.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	23.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	22.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	21.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	21.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	21.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	19.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	19.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	19.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	19.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	19.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	19.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	19.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	19.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	18.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	18.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	18.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	17.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	16.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	16.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	16.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	16.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	15.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	15.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	15.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	14.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	14.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	14.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	13.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	13.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	13.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	12.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	12.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	12.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	12.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	12.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	12.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	12.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	12.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	12.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	12.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	12.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	11.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	11.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	11.7
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	11.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	10.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	10.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	10.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	10.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	10.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	10.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	10.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	10.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	10.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	9.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	9.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	9.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	9.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	9.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	9.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	9.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	9.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	9.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	9.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	9.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	9.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	9.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	9.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	9.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	9.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	8.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	8.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	8.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	8.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	8.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	8.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	8.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	8.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	8.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	8.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	8.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	8.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	8.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	8.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	8.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	7.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	7.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	7.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	7.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	7.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	7.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	7.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	7.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	6.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	6.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	6.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	6.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	6.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	6.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	6.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	6.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	6.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	5.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	5.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	5.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	5.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	5.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	5.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	5.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	5.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	5.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	5.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	5.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	5.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	5.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	5.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	5.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	4.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	4.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	4.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	4.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	4.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	4.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	4.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	4.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	4.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	4.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	4.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	4.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	4.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	4.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	4.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	4.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	3.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	3.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	3.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	3.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	3.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	3.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	3.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	3.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	3.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	3.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	3.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	3.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	3.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	3.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	3.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	2.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	2.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	2.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	2.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	2.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	2.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	2.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	2.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	2.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	2.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	2.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	2.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	2.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	1.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	1.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	1.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	1.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	1.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	1.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	1.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	1.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	1.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	1.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	1.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	1.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	1.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	1.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	1.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	1.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	1.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	0.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	0.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	0.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	0.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001350001	Normal	1.1
CPT0076350001	Normal	1.0
CPT0088710001	Normal	0.8
CPT0092740003	Normal	0.7
CPT0063630003	Tumor	0.7
CPT0000640003	Tumor	0.7
CPT0010160003	Tumor	0.7
CPT0006440003	Tumor	0.6
CPT0000780007	Tumor	0.6
CPT0079430001	Normal	0.5
CPT0077140001	Normal	0.5
CPT0092310003	Normal	0.5
CPT0024670003	Tumor	0.5
CPT0092800003	Normal	0.5
CPT0066520001	Normal	0.5
CPT0012290003	Normal	0.5
CPT0089480003	Normal	0.5
CPT0006900003	Tumor	0.5
CPT0063320003	Tumor	0.5
CPT0087050003	Normal	0.5
CPT0026420001	Normal	0.5
CPT0006630003	Tumor	0.4
CPT0086370003	Normal	0.4
CPT0012090003	Normal	0.4
CPT0077110003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0023710001	Normal	0.4
CPT0000790001	Normal	0.4
CPT0078830003	Tumor	0.4
CPT0075570001	Normal	0.4
CPT0001510001	Normal	0.4
CPT0006530001	Normal	0.4
CPT0065450001	Normal	0.4
CPT0086030003	Tumor	0.4
CPT0075170001	Normal	0.4
CPT0012770003	Normal	0.3
CPT0088630003	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0014130001	Normal	0.3
CPT0020130001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0089040001	Normal	0.3
CPT0025110003	Tumor	0.3
CPT0000890001	Normal	0.3
CPT0066430001	Normal	0.3
CPT0089020003	Tumor	0.3
CPT0077500001	Normal	0.3
CPT0078840001	Normal	0.3
CPT0088640003	Normal	0.3
CPT0026410003	Tumor	0.2
CPT0025060001	Normal	0.2
CPT0024680001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0082010001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0077490003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0006950001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0063640001	Normal	0.1
CPT0088690003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0012670003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0076330003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0025050003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0025920001	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0020020001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0089460004	Tumor	0.1
CPT0092290003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0012570003	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0025580004	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0092790003	Tumor	-0.1
CPT0001230001	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0011240003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0085670003	Tumor	-0.1
CPT0081990003	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0010110003	Tumor	-0.2
CPT0007870001	Normal	-0.2
CPT0014160003	Tumor	-0.2
CPT0012920003	Normal	-0.2
CPT0079410003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0063330001	Normal	-0.2
CPT0086360003	Tumor	-0.2
CPT0069000003	Tumor	-0.2
CPT0025610001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0088500001	Normal	-0.2
CPT0009060003	Tumor	-0.3
CPT0015810003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0077320001	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0065930003	Tumor	-0.3
CPT0009080003	Normal	-0.3
CPT0019130003	Tumor	-0.3
CPT0009020003	Normal	-0.3
CPT0086870003	Tumor	-0.3
CPT0012370003	Tumor	-0.4
CPT0012900004	Tumor	-0.4
CPT0025880003	Tumor	-0.4
CPT0079510001	Normal	-0.4
CPT0007320003	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0012280003	Tumor	-0.5
CPT0002370001	Normal	-0.5
CPT0001180009	Tumor	-0.5
CPT0065430003	Tumor	-0.5
CPT0066480003	Tumor	-0.5
CPT0092190003	Normal	-0.5
CPT0092160003	Tumor	-0.5
CPT0023690003	Tumor	-0.5
CPT0065690003	Tumor	-0.6
CPT0081880003	Tumor	-0.6
CPT0001260009	Tumor	-0.6
CPT0066470004	Tumor	-0.6
CPT0012640003	Normal	-0.6
CPT0078930003	Tumor	-0.6
CPT0015730003	Tumor	-0.6
CPT0012550003	Tumor	-0.7
CPT0084590001	Normal	-0.7
CPT0017410003	Tumor	-0.7
CPT0086950003	Tumor	-0.7
CPT0064370003	Tumor	-0.7
CPT0023350003	Tumor	-0.7
CPT0079380003	Tumor	-0.8
CPT0075560003	Tumor	-0.9
CPT0078800003	Tumor	-1.0
CPT0084560003	Tumor	-1.0
CPT0011410003	Tumor	-1.0
CPT0017850003	Tumor	-1.0
CPT0007860003	Tumor	-1.1
CPT0086820003	Tumor	-1.1
CPT0002350011	Tumor	-1.1
CPT0001340003	Tumor	-1.2
CPT0002270011	Tumor	-1.2
CPT0020120003	Tumor	-1.3
CPT0012180003	Tumor	-1.5
CPT0088970003	Tumor	-1.6
CPT0079180003	Tumor	-2.2
CPT0078660003	Tumor	-2.5
CPT0088570001	Normal	N/A
CPT0088900003	Tumor	N/A
CPT0088550004	Tumor	N/A
CPT0014470001	Normal	N/A
CPT0079270003	Tumor	N/A
CPT0088920001	Normal	N/A
CPT0014450004	Tumor	N/A
CPT0079300001	Normal	N/A
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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 HPA002276
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
Adenocarcinoma, uncertain malignant potential