Expression of SULT1A3 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

SULT1A3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.88

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

6.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	43.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	15.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	15.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	13.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	12.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	12.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	12.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	11.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	11.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	9.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	9.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	9.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	9.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	9.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	8.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	8.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	8.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	8.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	8.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	7.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	7.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	6.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	6.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	5.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	5.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	2.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	2.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	1.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SULT1A3 is potential prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.06

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

14.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	47.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	38.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	38.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	36.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	36.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	36.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	35.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	35.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	35.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	35.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	34.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	34.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	33.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	33.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	32.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	32.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	30.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	30.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	30.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	29.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	29.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	28.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	28.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	28.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	28.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	27.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	27.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	27.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	26.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	26.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	26.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	26.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	26.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	26.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	26.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	26.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	25.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	25.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	25.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	25.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	25.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	25.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	25.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	24.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	24.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	24.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	24.5
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	24.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	24.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	24.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	24.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	24.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	23.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	23.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	23.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	23.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	23.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	23.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	23.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	23.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	23.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	23.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	23.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	23.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	22.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	22.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	22.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	22.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	22.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	22.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	22.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	22.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	22.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	22.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	22.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	21.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	21.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	21.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	21.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	21.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	21.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	21.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	20.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	20.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	20.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	20.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	20.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	20.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	20.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	20.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	20.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	20.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	20.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	20.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	20.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	20.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	20.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	20.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	19.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	19.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	19.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	19.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	19.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	19.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	19.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	19.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	19.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	19.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	19.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	19.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	19.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	19.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	19.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	19.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	19.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	19.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	19.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	19.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	19.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	18.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	18.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	18.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	18.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	18.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	18.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	18.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	18.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	18.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	18.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	18.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	18.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	18.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	18.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	18.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	17.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	17.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	17.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	17.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	17.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	17.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	17.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	17.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	17.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	16.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	16.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	16.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	16.7
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	16.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	16.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	16.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	16.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	16.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	16.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	16.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	16.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	16.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	16.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	16.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	15.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	15.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	15.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	15.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	15.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	15.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	15.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	15.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	15.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	15.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	14.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	14.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	14.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	14.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	14.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	14.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	14.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	14.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	14.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	14.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	14.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	14.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	14.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	14.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	14.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	13.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	13.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	13.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	13.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	13.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	13.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	13.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	13.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	13.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	13.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	13.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	13.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	13.3
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	13.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	13.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	13.2
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	13.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	12.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	12.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	12.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	12.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	12.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	12.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	12.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	12.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	12.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	12.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	12.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	12.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	12.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	12.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	12.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	11.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	11.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	11.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	11.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	11.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	11.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	11.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	11.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	11.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	11.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	11.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	11.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	11.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	10.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	10.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	10.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	10.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	10.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	10.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	10.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	10.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	10.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	10.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	9.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	9.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	9.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	9.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	9.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	9.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	9.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	9.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	9.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	9.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	9.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	9.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	9.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	9.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	9.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	9.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	9.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	9.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	9.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	8.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	8.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	8.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	8.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	8.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	8.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	8.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	8.3
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	8.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	8.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	8.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	8.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	7.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	7.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	7.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	7.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	7.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	7.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	7.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	7.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	7.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	7.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	7.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	7.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	7.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	7.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	7.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	6.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	6.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	6.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	6.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	6.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	6.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	6.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	6.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	6.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	6.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	6.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	6.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	6.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	6.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	6.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	6.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	6.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	6.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	5.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	5.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	5.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	5.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	5.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	5.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	5.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	5.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	5.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	5.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	5.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	5.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	5.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	5.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	4.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	4.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	4.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	4.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	4.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	4.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	4.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	4.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	4.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	4.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	4.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	3.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	3.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	3.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	3.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	3.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	3.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	3.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	3.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	3.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	3.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	3.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	3.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	3.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	2.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	2.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	2.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	2.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	2.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	2.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	2.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	2.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	1.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SULT1A3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.84

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

16.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	59.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	35.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	27.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	27.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	26.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	25.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	23.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	23.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	23.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	22.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	22.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	21.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	21.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	21.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	21.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	21.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	21.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	21.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	20.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	20.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	20.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	20.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	19.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	19.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	19.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	19.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	19.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	19.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	18.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	18.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	18.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	18.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	17.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	17.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	17.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	17.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	16.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	16.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	15.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	15.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	15.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	15.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	15.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	14.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	14.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	14.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	14.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	14.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	14.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	14.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	13.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	13.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	13.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	13.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	13.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	12.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	12.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	12.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	12.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	10.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	10.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	10.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	10.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	9.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	8.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	8.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	8.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	8.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	7.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	6.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SULT1A3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.99

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

14.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	82.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	73.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	71.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	59.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	57.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	56.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	54.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	52.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	51.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	47.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	46.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	46.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	44.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	44.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	43.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	42.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	41.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	41.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	41.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	40.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	39.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	39.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	38.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	37.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	37.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	35.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	35.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	35.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	34.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	33.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	33.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	32.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	32.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	32.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	31.7
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	30.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	30.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	30.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	30.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	29.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	29.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	28.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	28.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	28.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	28.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	28.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	28.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	27.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	27.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	26.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	26.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	26.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	26.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	25.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	25.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	25.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	25.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	25.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	24.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	24.9
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	24.7
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	24.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	24.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	24.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	23.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	23.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	23.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	23.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	23.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	23.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	22.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	22.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	22.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	22.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	22.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	21.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	20.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	20.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	20.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	19.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	19.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	19.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	19.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	19.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	18.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	18.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	18.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	18.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	18.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	18.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	17.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	17.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	17.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	17.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	17.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	17.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	17.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	16.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	16.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	16.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	15.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	14.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	14.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	14.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	14.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	14.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	13.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	13.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	13.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	13.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	13.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	13.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	13.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.6
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	13.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	13.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	12.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	12.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	12.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	12.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	12.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	11.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	11.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	11.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	11.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	11.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	11.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	11.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	11.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	10.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	9.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	9.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	9.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	9.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	8.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	8.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	8.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	8.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.3
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	8.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	8.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	7.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	7.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	7.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	7.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	6.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	6.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	6.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	6.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	6.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	5.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	5.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	5.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	5.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	5.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	4.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	4.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	4.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	4.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	3.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	3.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	3.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	2.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	2.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	1.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	0.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	0.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	0.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	0.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	0.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	0.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	0.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	0.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	0.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088690003	Tumor	1.4
CPT0081880003	Tumor	1.4
CPT0023350003	Tumor	1.2
CPT0012670003	Tumor	1.2
CPT0001500009	Tumor	1.0
CPT0001180009	Tumor	0.9
CPT0002350011	Tumor	0.9
CPT0012640003	Normal	0.9
CPT0015810003	Tumor	0.8
CPT0069010001	Normal	0.7
CPT0012550003	Tumor	0.7
CPT0065430003	Tumor	0.7
CPT0088480003	Tumor	0.7
CPT0013790003	Normal	0.7
CPT0012090003	Normal	0.6
CPT0077490003	Tumor	0.6
CPT0065690003	Tumor	0.6
CPT0009080003	Normal	0.6
CPT0007470001	Normal	0.5
CPT0086030003	Tumor	0.5
CPT0001540009	Tumor	0.4
CPT0088920001	Normal	0.4
CPT0010120001	Normal	0.4
CPT0012370003	Tumor	0.4
CPT0088570001	Normal	0.4
CPT0065870003	Tumor	0.4
CPT0014350001	Normal	0.4
CPT0000790001	Normal	0.4
CPT0021240003	Tumor	0.4
CPT0001230001	Normal	0.4
CPT0078800003	Tumor	0.4
CPT0086820003	Tumor	0.4
CPT0078830003	Tumor	0.3
CPT0088760003	Tumor	0.3
CPT0024680001	Normal	0.3
CPT0088710001	Normal	0.3
CPT0088550004	Tumor	0.3
CPT0020130001	Normal	0.3
CPT0077500001	Normal	0.3
CPT0065450001	Normal	0.2
CPT0079410003	Tumor	0.2
CPT0078940001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0001220008	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0000640003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0001510001	Normal	0.2
CPT0007860003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0066430001	Normal	0.2
CPT0002370001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0012290003	Normal	0.2
CPT0025060001	Normal	0.2
CPT0012280003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0076330003	Tumor	0.2
CPT0010170001	Normal	0.1
CPT0020120003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0026420001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0078510003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0069000003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0007870001	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0088900003	Tumor	0.0
CPT0001260009	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0025920001	Normal	0.0
CPT0088970003	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0012920003	Normal	0.0
CPT0069190001	Normal	-0.1
CPT0025170003	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0075130003	Tumor	-0.1
CPT0018250001	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0001340003	Tumor	-0.1
CPT0023710001	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0011410003	Tumor	-0.1
CPT0006730001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0081990003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0087040003	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0025610001	Normal	-0.2
CPT0010160003	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0078930003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0019160001	Normal	-0.2
CPT0019990003	Tumor	-0.2
CPT0082010001	Normal	-0.2
CPT0000780007	Tumor	-0.2
CPT0063640001	Normal	-0.3
CPT0025290003	Tumor	-0.3
CPT0075170001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0000660001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0077310003	Tumor	-0.3
CPT0006530001	Normal	-0.3
CPT0017450001	Normal	-0.3
CPT0002270011	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0089040001	Normal	-0.3
CPT0009060003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0066480003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0012770003	Normal	-0.4
CPT0001190001	Normal	-0.4
CPT0084560003	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0078670001	Normal	-0.4
CPT0086830003	Normal	-0.4
CPT0079000001	Normal	-0.4
CPT0064370003	Tumor	-0.4
CPT0025580004	Tumor	-0.5
CPT0006950001	Normal	-0.5
CPT0006900003	Tumor	-0.5
CPT0066470004	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0063630003	Tumor	-0.5
CPT0025880003	Tumor	-0.6
CPT0092740003	Normal	-0.6
CPT0086890003	Normal	-0.6
CPT0006440003	Tumor	-0.6
CPT0024670003	Tumor	-0.6
CPT0075560003	Tumor	-0.6
CPT0012180003	Tumor	-0.6
CPT0017850003	Tumor	-0.6
CPT0025110003	Tumor	-0.6
CPT0084590001	Normal	-0.7
CPT0025230003	Tumor	-0.7
CPT0077140001	Normal	-0.7
CPT0092160003	Tumor	-0.7
CPT0019130003	Tumor	-0.7
CPT0086870003	Tumor	-0.7
CPT0081600003	Tumor	-0.7
CPT0014130001	Normal	-0.7
CPT0014450004	Tumor	-0.7
CPT0025050003	Tumor	-0.7
CPT0079180003	Tumor	-0.7
CPT0065820001	Normal	-0.7
CPT0092310003	Normal	-0.8
CPT0009000003	Tumor	-0.8
CPT0001350001	Normal	-0.8
CPT0065810003	Tumor	-0.9
CPT0088630003	Tumor	-0.9
CPT0069160003	Tumor	-1.0
CPT0078990003	Tumor	-1.1
CPT0085670003	Tumor	-1.1
CPT0078660003	Tumor	-1.6
CPT0077110003	Tumor	-2.2
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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 HPA049500	Antibody HPA051051
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