Expression of GATC 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

GATC is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.57

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

13.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	29.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	28.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	26.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	24.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	24.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	22.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	21.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	20.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	20.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	19.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	19.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	19.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	18.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	18.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	17.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	17.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	16.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	16.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	16.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	16.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	15.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	15.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	15.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	14.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	14.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	14.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	14.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	12.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	12.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	12.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	12.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	11.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	11.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	11.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	11.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	10.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	10.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	9.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	8.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	8.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	7.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	5.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	5.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	4.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.87

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

11.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	22.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	22.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	22.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	21.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	21.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	20.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	20.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	20.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	20.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	19.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	19.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	19.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	19.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	18.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	18.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	18.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	18.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	18.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	18.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	17.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	17.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	17.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	17.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	17.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	17.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	17.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	17.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	17.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	17.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	16.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	16.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	16.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	16.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	16.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	16.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	16.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	16.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	16.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	16.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	15.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	15.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	15.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	15.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	15.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	15.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	15.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	15.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	15.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	15.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	15.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	15.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	15.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	15.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	15.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	15.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	15.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	14.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	14.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	14.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	14.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	14.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	14.7
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	14.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	14.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	14.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	14.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	14.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	14.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	14.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	14.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	14.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	14.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	14.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	14.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	14.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	14.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	14.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	14.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	14.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	14.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	13.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	13.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	13.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	13.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	13.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	13.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	13.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	13.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	13.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	13.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	13.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	13.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	13.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	13.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	13.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	13.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	13.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	13.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	13.2
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	13.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	13.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	13.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	13.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	13.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	13.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	13.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	13.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	13.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	13.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	13.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	12.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	12.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	12.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	12.9
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	12.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	12.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	12.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	12.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	12.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	12.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	12.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	12.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	12.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	12.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	12.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	12.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	12.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	12.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	12.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	12.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	12.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	12.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	12.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	12.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	12.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	12.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	12.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	12.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	12.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	12.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	12.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	12.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	12.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	12.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	12.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	12.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	11.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	11.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	11.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	11.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	11.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	11.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	11.7
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	11.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	11.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	11.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	11.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	11.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	11.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	11.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	11.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	11.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	11.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	11.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	11.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	11.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	11.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	11.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	11.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	11.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	10.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	10.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	10.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	10.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	10.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	10.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	10.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	10.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	10.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	10.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	10.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	10.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	10.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	10.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	10.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	10.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	10.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	10.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	10.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	10.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	10.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	10.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	10.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	10.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	10.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	10.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	10.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	10.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	10.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	10.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	10.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	10.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	10.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	10.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	10.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	9.9
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	9.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	9.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	9.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	9.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	9.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	9.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	9.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	9.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	9.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	9.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	9.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	9.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	9.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	9.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	8.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	8.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	8.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	8.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	8.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	8.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	8.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	8.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	8.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	8.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	8.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	8.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	8.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	8.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	8.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	8.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	8.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	8.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	8.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	8.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	8.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	7.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	7.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	7.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	7.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	7.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	7.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	7.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	7.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	7.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	7.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	7.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	7.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	7.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	7.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	6.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	6.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	6.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	6.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	6.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	6.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	6.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	6.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	5.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	5.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	5.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	5.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	4.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.61

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

12.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	22.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	20.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	18.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	17.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	17.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	16.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	16.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	16.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	16.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	16.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	16.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	15.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	15.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	15.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	15.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	15.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	14.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	14.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	14.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	14.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	13.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	13.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	13.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	13.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	13.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	13.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	13.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	13.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	12.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	12.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	12.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	12.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	12.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	12.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	12.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	11.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	11.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	11.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	11.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	11.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	11.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	10.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	10.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	10.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	10.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	10.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	10.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	10.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	10.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	10.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	10.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	9.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	9.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	9.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	9.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	9.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	9.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	8.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	8.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	7.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	4.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.49

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

13.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	60.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	34.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	34.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	32.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	32.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	32.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	28.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	28.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	27.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	25.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	24.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	24.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	24.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	23.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	23.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	22.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	22.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	22.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	22.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	21.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	21.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	21.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	20.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	20.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	20.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	19.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	19.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	19.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	19.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	19.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	19.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	19.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	18.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	18.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	18.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	18.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	18.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	18.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	18.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	18.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	18.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	17.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	17.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	17.8
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	17.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	17.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	17.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	17.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	17.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	17.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	17.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	17.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	17.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	16.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	16.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	16.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	16.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	16.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	16.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	16.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	16.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	16.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	16.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	16.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	16.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	15.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	15.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	15.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	15.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	15.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	15.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	15.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	15.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	15.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	15.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	15.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	15.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	15.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	15.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	14.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	14.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	14.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	14.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	14.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	14.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	14.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	14.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	14.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	14.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	14.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	13.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	13.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	13.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	13.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	13.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	13.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	13.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	13.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	13.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	12.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	12.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	12.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	12.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	12.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	12.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	12.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	12.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	12.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	12.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	12.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	11.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	11.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	11.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	11.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	11.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	11.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	11.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	11.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	11.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	11.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	11.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	11.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	11.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	11.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	10.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	10.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	10.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	10.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	10.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	10.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	9.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	9.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	9.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	9.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	9.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	9.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	9.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	9.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	9.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	9.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	9.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	9.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	9.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	9.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	9.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	9.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	9.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	9.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	8.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	8.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	8.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	8.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	8.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	8.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	7.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	7.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	7.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	7.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	7.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	7.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	7.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	7.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	6.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	6.6
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	6.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	4.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	3.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis