Expression of SLCO2A1 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

SLCO2A1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 4.84

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	122.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	64.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	51.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	39.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	38.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	32.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	31.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	28.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	27.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	23.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	22.8
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	21.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	21.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	21.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	20.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	19.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	18.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	17.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	16.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	15.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	14.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	14.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	14.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	13.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	13.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	12.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	10.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	10.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	10.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	10.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	10.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	9.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	8.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	8.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	7.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	6.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	3.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	3.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	3.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	2.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	2.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLCO2A1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.92

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

49.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	353.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	224.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	208.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	191.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	187.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	180.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	174.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	171.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	169.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	167.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	164.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	156.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	153.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	152.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	150.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	145.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	141.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	139.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	138.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	138.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	135.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	132.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	131.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	131.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	130.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	129.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	128.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	128.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	127.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	127.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	127.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	127.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	126.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	123.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	123.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	121.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	120.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	120.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	117.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	116.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	116.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	115.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	114.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	114.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	114.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	114.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	113.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	112.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	111.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	111.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	107.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	106.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	105.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	105.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	104.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	104.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	104.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	104.0
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	102.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	102.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	102.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	102.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	101.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	99.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	98.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	98.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	98.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	98.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	97.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	95.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	95.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	94.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	93.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	93.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	92.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	92.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	91.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	91.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	90.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	90.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	89.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	88.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	88.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	88.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	87.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	87.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	86.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	86.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	86.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	86.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	86.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	86.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	85.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	85.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	85.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	85.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	84.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	84.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	84.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	84.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	80.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	80.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	79.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	79.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	78.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	78.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	78.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	78.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	77.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	77.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	77.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	76.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	76.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	76.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	76.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	76.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	75.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	75.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	74.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	74.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	73.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	72.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	72.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	72.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	72.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	72.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	71.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	70.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	70.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	69.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	69.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	69.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	68.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	68.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	68.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	68.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	68.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	67.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	67.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	66.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	66.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	65.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	65.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	65.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	65.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	65.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	64.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	64.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	64.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	64.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	62.9
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	62.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	62.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	61.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	61.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	61.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	61.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	61.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	60.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	60.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	60.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	60.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	59.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	59.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	58.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	58.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	58.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	58.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	58.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	58.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	57.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	57.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	57.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	57.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	57.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	57.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	56.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	56.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	56.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	56.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	55.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	55.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	55.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	55.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	55.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	55.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	54.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	54.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	54.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	53.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	53.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	53.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	53.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	53.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	53.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	53.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	52.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	52.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	52.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	52.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	52.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	50.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	50.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	50.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	49.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	49.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	49.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	49.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	49.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	48.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	48.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	48.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	48.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	48.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	48.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	48.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	48.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	47.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	47.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	47.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	47.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	47.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	46.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	46.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	46.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	45.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	44.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	44.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	44.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	44.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	44.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	44.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	44.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	44.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	44.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	44.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	43.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	43.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	42.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	42.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	42.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	42.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	42.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	42.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	40.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	40.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	40.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	40.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	39.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	39.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	39.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	39.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	39.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	38.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	38.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	38.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	38.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	38.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	38.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	38.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	38.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	37.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	37.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	37.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	37.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	37.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	36.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	36.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	36.5
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	36.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	36.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	36.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	36.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	35.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	35.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	35.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	35.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	34.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	34.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	34.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	34.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	34.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	34.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	34.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	33.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	32.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	32.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	32.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	32.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	31.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	31.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	31.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	31.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	31.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	31.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	30.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	30.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	30.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	30.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	30.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	30.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	30.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	29.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	29.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	29.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	29.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	29.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	28.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	28.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	28.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	28.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	27.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	27.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	27.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	27.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	27.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	26.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	26.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	26.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	26.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	26.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	25.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	25.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	25.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	25.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	25.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	25.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	25.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	24.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	24.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	24.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	24.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	24.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	24.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	24.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	24.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	23.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	23.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	23.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	23.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	23.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	22.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	22.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	22.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	22.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	22.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	22.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	21.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	21.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	21.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	21.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	21.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	20.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	20.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	20.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	20.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	20.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	20.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	19.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	19.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	19.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	19.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	19.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	18.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	18.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	18.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	17.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	17.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	17.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	16.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	16.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	16.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	16.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	16.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	16.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	16.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	16.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	16.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	16.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	16.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	15.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	15.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	15.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	15.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	15.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	15.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	15.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	15.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	14.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	14.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	14.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	14.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	13.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	13.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	13.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	13.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	13.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	13.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	13.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	12.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	12.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	12.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	12.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	11.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	11.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	11.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	11.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	11.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	10.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	10.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	9.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	9.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	9.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	8.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	8.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	8.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	6.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	6.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	6.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	5.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	5.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	5.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	5.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	3.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	3.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	3.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	3.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	3.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	3.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	3.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	3.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	2.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	2.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	2.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	1.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	1.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	1.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	1.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	1.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	1.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	1.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.9
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	0.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLCO2A1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.06

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

36.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	202.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	143.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	127.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	126.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	116.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	97.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	97.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	96.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	92.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	84.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	78.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	71.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	66.4
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	63.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	63.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	60.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	59.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	57.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	56.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	56.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	55.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	55.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	54.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	53.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	52.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	52.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	46.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	45.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	44.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	44.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	43.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	43.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	43.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	42.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	42.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	40.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	38.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	37.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	36.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	34.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	34.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	32.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	30.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	30.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	29.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	29.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	27.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	26.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	26.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	25.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	25.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	25.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	24.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	23.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	23.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	22.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	21.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	21.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	21.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	20.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	19.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	18.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	17.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	17.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	16.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	14.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	14.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	12.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	12.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	11.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	10.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	10.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	8.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	8.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	4.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	4.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	4.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	4.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	3.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	3.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	3.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	2.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	2.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	2.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	2.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	2.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	1.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	1.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	0.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	0.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SLCO2A1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.38

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

18.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	160.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	127.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	126.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	98.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	95.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	90.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	85.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	82.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	72.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	69.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	66.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	63.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	62.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	62.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	60.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	59.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	58.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	56.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	54.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	51.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	51.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	49.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	46.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	46.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	46.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	46.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	45.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	45.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	45.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	44.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	43.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	43.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	43.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	41.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	40.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	37.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	36.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	36.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	33.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	32.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	32.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	32.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	32.0
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	29.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	29.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	29.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	28.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	28.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	27.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	24.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	24.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	24.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	22.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	22.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	22.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	22.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	22.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	21.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	21.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	21.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	21.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	20.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	20.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	20.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	20.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	20.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	20.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	20.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	19.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	19.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	18.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	18.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	18.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	18.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	18.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	18.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	18.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	18.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	18.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	18.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	17.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	17.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	17.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	16.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	16.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	16.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	16.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	16.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	16.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	16.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	15.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	15.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	15.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	15.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	14.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	14.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	14.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	14.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	13.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	13.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	13.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	13.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	13.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	13.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	12.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	12.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	12.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	12.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	12.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	12.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	12.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	12.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	12.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	11.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	11.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	11.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	11.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	11.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	11.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	11.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	10.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	10.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	10.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	10.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	10.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	9.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	9.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	9.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	9.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	9.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	9.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	9.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	8.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	8.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	8.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	8.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	8.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	8.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	8.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	7.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	7.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	7.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	7.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	7.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	7.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	7.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	7.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	6.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	6.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	6.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	6.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	6.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	6.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	6.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	5.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	5.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	5.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	5.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	5.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	5.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	5.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	5.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	4.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	4.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	4.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	4.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	4.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	4.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	4.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	4.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	3.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	3.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	3.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	3.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	3.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	3.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	3.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	2.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	2.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	2.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	2.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	2.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	1.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	1.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	0.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	0.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088760003	Tumor	1.5
CPT0077490003	Tumor	1.4
CPT0010160003	Tumor	1.4
CPT0078830003	Tumor	1.3
CPT0079480003	Tumor	1.2
CPT0071150004	Tumor	1.2
CPT0012370003	Tumor	1.1
CPT0075720003	Tumor	1.1
CPT0006440003	Tumor	1.1
CPT0092730003	Tumor	1.1
CPT0025350003	Tumor	1.0
CPT0088710001	Normal	1.0
CPT0065450001	Normal	0.9
CPT0087040003	Tumor	0.9
CPT0092790003	Tumor	0.9
CPT0000780007	Tumor	0.9
CPT0065870003	Tumor	0.9
CPT0063320003	Tumor	0.9
CPT0015810003	Tumor	0.9
CPT0000790001	Normal	0.8
CPT0089020003	Tumor	0.8
CPT0088900003	Tumor	0.8
CPT0078930003	Tumor	0.7
CPT0015910003	Tumor	0.7
CPT0014370004	Tumor	0.7
CPT0066470004	Tumor	0.7
CPT0001190001	Normal	0.7
CPT0025230003	Tumor	0.7
CPT0000870016	Tumor	0.7
CPT0001350001	Normal	0.6
CPT0025170003	Tumor	0.6
CPT0086030003	Tumor	0.6
CPT0086870003	Tumor	0.6
CPT0066430001	Normal	0.5
CPT0019130003	Tumor	0.5
CPT0019990003	Tumor	0.5
CPT0065750003	Tumor	0.5
CPT0065820001	Normal	0.5
CPT0026420001	Normal	0.5
CPT0077140001	Normal	0.5
CPT0092310003	Normal	0.5
CPT0089480003	Normal	0.4
CPT0066480003	Tumor	0.4
CPT0088780001	Normal	0.4
CPT0012080003	Tumor	0.4
CPT0006530001	Normal	0.4
CPT0023710001	Normal	0.4
CPT0006950001	Normal	0.3
CPT0025060001	Normal	0.3
CPT0075560003	Tumor	0.3
CPT0000890001	Normal	0.3
CPT0001270001	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0089040001	Normal	0.3
CPT0023690003	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0066520001	Normal	0.2
CPT0014350001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0077500001	Normal	0.2
CPT0076350001	Normal	0.2
CPT0092740003	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0023360001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0092800003	Normal	0.2
CPT0006730001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0010170001	Normal	0.2
CPT0007470001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0079430001	Normal	0.2
CPT0006900003	Tumor	0.2
CPT0009000003	Tumor	0.2
CPT0088630003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0000640003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0025920001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0020130001	Normal	0.0
CPT0026410003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0078840001	Normal	0.0
CPT0001540009	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0078660003	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0065810003	Tumor	-0.2
CPT0020020001	Normal	-0.2
CPT0084590001	Normal	-0.2
CPT0014450004	Tumor	-0.2
CPT0012900004	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0069010001	Normal	-0.2
CPT0025290003	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0021240003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0001500009	Tumor	-0.3
CPT0088970003	Tumor	-0.3
CPT0012090003	Normal	-0.3
CPT0092290003	Tumor	-0.3
CPT0014160003	Tumor	-0.3
CPT0082010001	Normal	-0.3
CPT0086950003	Tumor	-0.3
CPT0075170001	Normal	-0.3
CPT0081990003	Tumor	-0.3
CPT0011240003	Tumor	-0.4
CPT0088920001	Normal	-0.4
CPT0002350011	Tumor	-0.4
CPT0069000003	Tumor	-0.4
CPT0092160003	Tumor	-0.4
CPT0079300001	Normal	-0.4
CPT0078990003	Tumor	-0.4
CPT0015730003	Tumor	-0.4
CPT0009080003	Normal	-0.4
CPT0006630003	Tumor	-0.4
CPT0001230001	Normal	-0.5
CPT0014470001	Normal	-0.5
CPT0007870001	Normal	-0.5
CPT0007320003	Tumor	-0.5
CPT0025880003	Tumor	-0.5
CPT0078670001	Normal	-0.5
CPT0012550003	Tumor	-0.5
CPT0063330001	Normal	-0.5
CPT0092190003	Normal	-0.5
CPT0088500001	Normal	-0.6
CPT0088550004	Tumor	-0.6
CPT0065930003	Tumor	-0.6
CPT0077310003	Tumor	-0.6
CPT0064370003	Tumor	-0.6
CPT0017850003	Tumor	-0.6
CPT0012570003	Normal	-0.7
CPT0064400001	Normal	-0.7
CPT0078530001	Normal	-0.7
CPT0012770003	Normal	-0.7
CPT0078940001	Normal	-0.7
CPT0086360003	Tumor	-0.7
CPT0024680001	Normal	-0.7
CPT0065430003	Tumor	-0.7
CPT0089460004	Tumor	-0.7
CPT0017410003	Tumor	-0.8
CPT0020120003	Tumor	-0.8
CPT0010110003	Tumor	-0.8
CPT0024670003	Tumor	-0.8
CPT0012640003	Normal	-0.9
CPT0009020003	Normal	-1.0
CPT0002370001	Normal	-1.0
CPT0002270011	Tumor	-1.1
CPT0007860003	Tumor	-1.1
CPT0012280003	Tumor	-1.1
CPT0069160003	Tumor	-1.1
CPT0012920003	Normal	-1.1
CPT0010120001	Normal	-1.2
CPT0063630003	Tumor	-1.2
CPT0025050003	Tumor	-1.2
CPT0078510003	Tumor	-1.2
CPT0012180003	Tumor	-1.2
CPT0009060003	Tumor	-1.2
CPT0078800003	Tumor	-1.5
CPT0079510001	Normal	-1.5
CPT0025110003	Tumor	-1.5
CPT0001340003	Tumor	-1.5
CPT0079180003	Tumor	-1.6
CPT0023350003	Tumor	-1.6
CPT0077110003	Tumor	-2.1
CPT0085670003	Tumor	-2.1
CPT0088690003	Tumor	-2.3
CPT0084560003	Tumor	-2.6
CPT0011410003	Tumor	-2.6
CPT0081880003	Tumor	-2.9
CPT0076330003	Tumor	-3.5
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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 HPA013742
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