Expression of RSRC2 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

RSRC2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.11

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

17.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	76.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	71.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	69.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	67.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	53.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	50.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	45.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	43.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	35.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	33.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	31.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	28.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	23.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	21.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	19.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	18.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	17.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	15.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	15.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	14.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	14.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	13.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	13.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	12.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	11.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	10.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	10.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	10.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	10.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	7.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	7.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	7.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	6.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	6.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	6.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	4.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	1.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RSRC2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.42

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

12.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	30.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	28.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	28.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	28.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	27.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	27.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	26.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	26.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	25.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	24.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	23.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	23.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	23.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	23.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	23.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	22.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	22.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	22.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	22.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	22.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	22.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	22.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	22.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	21.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	21.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	21.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	21.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	21.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	21.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	20.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	20.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	20.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	20.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	20.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	20.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	19.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	19.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	19.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	19.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	19.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	19.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	19.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	19.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	19.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	19.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	19.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	19.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	18.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	18.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	18.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	18.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	18.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	18.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	18.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	18.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	18.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	18.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	18.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	18.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	18.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	18.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	18.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	18.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	18.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	18.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	17.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	17.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	17.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	17.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	17.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	17.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	17.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	17.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	17.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	17.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	17.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	17.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	17.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	17.1
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	16.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	16.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	16.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	16.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	16.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	16.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	16.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	16.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	16.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	16.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	16.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	16.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	16.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	16.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	16.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	16.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	16.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	16.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	16.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	16.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	16.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	16.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	16.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	15.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	15.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	15.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	15.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	15.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	15.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	15.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	15.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	15.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	15.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	15.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	15.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	15.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	15.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	15.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	15.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	15.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	15.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	15.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	14.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	14.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	14.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	14.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	14.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	14.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	14.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	14.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	14.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	14.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	14.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	14.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.5
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	14.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	14.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	14.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	14.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	14.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	14.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	14.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	14.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	14.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	14.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	14.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	14.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	14.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	14.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	14.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	14.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	13.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	13.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	13.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	13.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	13.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	13.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	13.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	13.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	13.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	13.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	13.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	13.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	13.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	13.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	13.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	13.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	13.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	12.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	12.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	12.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	12.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	12.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	12.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	12.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	12.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	12.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	12.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	12.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	12.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	12.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	12.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	12.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	12.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	12.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	12.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	11.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	11.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	11.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	11.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	11.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	11.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	11.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	11.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	11.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	11.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	11.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	11.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	11.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	11.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	11.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	11.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	11.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	11.1
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	11.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	10.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	10.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	10.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	10.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	10.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	10.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	10.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	10.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	10.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	10.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	10.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	10.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	10.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	10.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	10.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	9.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	9.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	9.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	9.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	9.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	9.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	9.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	9.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	9.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	9.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	9.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	9.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	9.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	9.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	9.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	9.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	9.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	9.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	9.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	9.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	9.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	8.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	8.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	8.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	8.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	8.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	8.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	8.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	8.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	8.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	8.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	7.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	7.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	7.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	7.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	7.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	7.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	6.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	6.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	6.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	6.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	5.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	5.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RSRC2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.17

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

16.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	34.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	33.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	30.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	29.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	26.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	26.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	25.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	25.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	25.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	23.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	23.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	23.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	23.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	22.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	21.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	21.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	21.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	21.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	21.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	21.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	21.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	21.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	19.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	19.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	19.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	18.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	18.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	17.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	17.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	17.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	17.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	17.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	17.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	16.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	16.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	16.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	16.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	16.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	16.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	15.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	15.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	15.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	15.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	15.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	14.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	14.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	14.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	14.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	14.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	14.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	13.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	13.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	13.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	13.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	13.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	13.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	13.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	13.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	12.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	12.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	12.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	11.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	11.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	11.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	11.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	10.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	10.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	9.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	9.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	9.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	6.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RSRC2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.75

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

14.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	105.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	95.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	75.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	66.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	59.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	56.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	54.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	51.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	48.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	47.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	45.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	43.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	39.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	39.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	37.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	36.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	36.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	34.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	32.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	32.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	29.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	28.1
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	27.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	27.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	25.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	24.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	24.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	24.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	23.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	23.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	23.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	23.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	22.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	22.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	22.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	22.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	22.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	22.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	22.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	21.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	21.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	21.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	21.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	21.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	20.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	20.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	20.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	20.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	19.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	19.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	19.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	19.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	19.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	19.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	18.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	18.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	18.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	18.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	18.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	17.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	17.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	16.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	16.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	16.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	16.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	16.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	16.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	16.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	15.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	15.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	15.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	15.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	15.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	15.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	15.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	15.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	15.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	14.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	14.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	14.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	14.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	14.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	14.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	14.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	14.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	14.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	13.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	13.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	13.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	13.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	13.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	13.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	13.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	12.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	12.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	12.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	12.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	11.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	11.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	11.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	11.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	11.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	11.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	11.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	11.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	10.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	10.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	10.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	10.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	10.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	10.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	10.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	10.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	10.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	9.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	9.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	9.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	9.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	9.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	9.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	9.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	9.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	9.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	8.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	8.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	8.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	8.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	8.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	8.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	7.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	7.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	7.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	7.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	7.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	7.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	7.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	7.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	7.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	7.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	6.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	6.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	6.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	6.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	6.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	6.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	5.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	5.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	5.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	5.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	4.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	4.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	4.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	4.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	4.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	4.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	3.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	3.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	3.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	2.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	2.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	2.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	2.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	1.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0017410003	Tumor	0.5
CPT0006440003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0014450004	Tumor	0.4
CPT0014370004	Tumor	0.4
CPT0077310003	Tumor	0.4
CPT0079300001	Normal	0.4
CPT0092190003	Normal	0.4
CPT0078990003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0010160003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0012640003	Normal	0.3
CPT0078530001	Normal	0.3
CPT0001230001	Normal	0.3
CPT0088630003	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0087040003	Tumor	0.3
CPT0012180003	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0071150004	Tumor	0.3
CPT0086820003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0002370001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0000780007	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0011410003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0009000003	Tumor	0.2
CPT0077490003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0012370003	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0001340003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0079180003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0006730001	Normal	0.2
CPT0001510001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0078660003	Tumor	0.1
CPT0086870003	Tumor	0.1
CPT0009060003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0082010001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0013790003	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0088640003	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0084590001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0001550001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0011240003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0088710001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0069190001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0012290003	Normal	0.0
CPT0077500001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0018250001	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0001180009	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0001260009	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0084560003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0066430001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0012280003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0069160003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0024680001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0025110003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0012550003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0079430001	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0079270003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0063630003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0002270011	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0025880003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0078510003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0026420001	Normal	-0.2
CPT0025290003	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0025050003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0065750003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0007860003	Tumor	-0.3
CPT0002350011	Tumor	-0.3
CPT0015730003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0014160003	Tumor	-0.3
CPT0001500009	Tumor	-0.5
CPT0092290003	Tumor	-0.5
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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 HPA040070	Antibody HPA048183
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