Expression of GSE1 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

GSE1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.24

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

29.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	111.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	85.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	71.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	61.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	60.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	59.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	58.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	55.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	54.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	50.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	46.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	45.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	45.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	45.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	44.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	43.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	42.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	42.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	40.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	35.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	34.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	28.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	28.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	28.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	28.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	27.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	27.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	25.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	25.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	25.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	25.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	25.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	24.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	24.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	22.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	22.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	20.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	19.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	19.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	18.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	17.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	16.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	16.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	16.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	15.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	14.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	13.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	13.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	12.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	12.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	11.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	11.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	8.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSE1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (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

12.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	64.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	52.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	41.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	31.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	30.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	30.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	29.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	29.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	28.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	28.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	28.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	28.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	28.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	27.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	26.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	26.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	26.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	26.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	25.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	25.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	25.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	25.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	24.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	24.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	24.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	24.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	24.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	24.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	23.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	23.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	23.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	22.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	22.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	22.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	21.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	21.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	21.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	21.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	21.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	21.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	21.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	20.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	20.8
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	20.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	20.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	20.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	20.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	20.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	20.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	20.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	20.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	20.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	20.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	20.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	20.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	20.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	19.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	19.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	19.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	19.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	19.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	19.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	19.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	19.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	19.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	19.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	19.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	19.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	18.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	18.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	18.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	18.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	18.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	18.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	18.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	18.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	18.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	18.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	18.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	18.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	18.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	18.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	18.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	18.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	17.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	17.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	17.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	17.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	17.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	17.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	17.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	17.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	17.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	17.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	17.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	17.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	17.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	17.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	17.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	17.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	17.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	17.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	17.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	17.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	17.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	16.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	16.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	16.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	16.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	16.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	16.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	16.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	16.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	16.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	16.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	16.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	16.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	16.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	15.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	15.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	15.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	15.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	15.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	15.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	15.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	15.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	15.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	15.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	15.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	15.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	15.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	15.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	15.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	15.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	15.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	15.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	15.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	15.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	15.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	14.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	14.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	14.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	14.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	14.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	14.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	14.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	14.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	14.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	14.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	14.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	14.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	14.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	14.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	14.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	14.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	14.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	14.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	13.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	13.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	13.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	13.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	13.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	13.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	13.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	13.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	13.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	13.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	13.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	13.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	13.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	13.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	13.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	13.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	13.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	13.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	13.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	13.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	13.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	13.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	13.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	13.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	13.1
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	12.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	12.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	12.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	12.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	12.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	12.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	12.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	12.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	12.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	12.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	12.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	12.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	12.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	12.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	12.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	12.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	12.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	12.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	11.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	11.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	11.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	11.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	11.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	11.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	11.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	11.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	11.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	11.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	10.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	10.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	10.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	10.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	10.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	10.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	10.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	10.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	10.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	10.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	10.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	10.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	10.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	10.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	10.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	10.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	10.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	9.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	9.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	9.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	9.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	9.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	9.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	9.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	9.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	9.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	9.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	9.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	9.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	9.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	9.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	9.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	9.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	8.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	8.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	8.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	8.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	8.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	8.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	8.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	8.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	8.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	8.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	8.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	8.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	7.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	7.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	7.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	7.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	7.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	7.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	7.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	7.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	7.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	7.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	7.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	6.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	6.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	6.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	6.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	6.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	6.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	6.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	6.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	6.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	6.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	6.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	6.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	6.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	6.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	6.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.1
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	5.9
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	5.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	5.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	5.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	5.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	5.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	5.2
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	5.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	5.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	5.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	4.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	4.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	4.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	4.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	4.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	4.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	3.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	3.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	3.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	3.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	3.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	3.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	3.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	3.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	2.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	2.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	2.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	2.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	2.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	2.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	2.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	1.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	1.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	1.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	1.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	0.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	0.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	0.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSE1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.01

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

17.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	34.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	28.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	27.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	26.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	25.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	25.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	25.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	24.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	24.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	23.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	23.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	23.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	23.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	23.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	23.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	22.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	22.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	22.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	22.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	22.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	22.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	21.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	20.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	20.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	20.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	19.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	19.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	19.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	18.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	18.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	18.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	18.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	18.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	18.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	17.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	17.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	17.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	17.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	17.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	17.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	16.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	16.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	16.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	14.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	13.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	13.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	13.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	13.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	13.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	13.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	13.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	12.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	12.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	12.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	12.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	11.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	11.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	11.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	10.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	10.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.3
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	9.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	8.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	7.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	5.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GSE1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.28

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

12.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	56.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	55.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	53.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	42.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	40.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	39.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	38.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	37.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	36.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	35.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	35.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	34.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	33.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	32.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	30.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	29.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	29.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	28.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	28.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	27.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	27.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	27.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	27.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	27.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	27.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	26.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	26.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	26.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	25.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	24.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	23.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	23.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	23.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	23.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	23.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	23.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	23.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	23.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	22.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	22.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	22.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	22.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	22.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	21.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	21.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	21.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	21.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	21.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	20.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	20.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	20.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	19.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	19.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	19.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	19.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	19.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	18.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	18.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	18.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	17.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	17.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	17.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	16.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	16.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	16.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	15.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	15.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	15.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	15.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	15.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	15.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	15.2
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	15.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	14.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	14.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	14.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	14.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	14.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	14.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	13.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	13.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	12.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	12.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	12.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	12.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	12.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	12.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	11.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	11.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	11.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	11.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	11.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	11.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	11.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	11.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	11.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	10.7
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	10.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	10.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	10.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	10.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	10.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	9.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	9.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	9.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	9.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	9.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	9.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	8.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	8.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	8.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	8.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	8.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	8.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	8.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	8.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	8.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	8.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	8.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	7.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	7.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	7.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	7.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	7.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	7.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	6.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	6.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	6.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	6.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	5.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	5.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	5.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	5.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	5.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	4.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	4.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	4.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	4.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	4.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	4.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	4.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	3.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	3.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	3.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	3.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	3.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	2.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	2.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	2.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	2.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	2.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	2.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	2.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	2.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	2.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	1.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	1.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	1.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	1.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	1.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	1.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	1.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	0.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	0.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	0.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	0.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	0.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	0.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	0.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	0.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0014450004	Tumor	1.0
CPT0079180003	Tumor	0.9
CPT0086950003	Tumor	0.8
CPT0069160003	Tumor	0.7
CPT0017850003	Tumor	0.7
CPT0079300001	Normal	0.6
CPT0010160003	Tumor	0.6
CPT0092160003	Tumor	0.5
CPT0019130003	Tumor	0.5
CPT0087040003	Tumor	0.5
CPT0092790003	Tumor	0.5
CPT0079270003	Tumor	0.5
CPT0001340003	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0084560003	Tumor	0.4
CPT0001180009	Tumor	0.4
CPT0077110003	Tumor	0.4
CPT0007870001	Normal	0.4
CPT0086820003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0014370004	Tumor	0.4
CPT0066480003	Tumor	0.4
CPT0078530001	Normal	0.4
CPT0012080003	Tumor	0.4
CPT0025580004	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0012640003	Normal	0.3
CPT0084590001	Normal	0.3
CPT0000780007	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0078990003	Tumor	0.3
CPT0078800003	Tumor	0.3
CPT0078830003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0076350001	Normal	0.2
CPT0012900004	Tumor	0.2
CPT0012180003	Tumor	0.2
CPT0088760003	Tumor	0.2
CPT0078660003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0077140001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0025350003	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0086870003	Tumor	0.2
CPT0012770003	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0000640003	Tumor	0.1
CPT0065810003	Tumor	0.1
CPT0019160001	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0069000003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0012280003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0079410003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0088630003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0007860003	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0088550004	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0001190001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0018250001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0081880003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0009080003	Normal	0.0
CPT0002270011	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0065690003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0075720003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0025230003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0012920003	Normal	-0.1
CPT0069190001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0065870003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0024680001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0065820001	Normal	-0.2
CPT0078840001	Normal	-0.2
CPT0025110003	Tumor	-0.2
CPT0078940001	Normal	-0.2
CPT0021240003	Tumor	-0.2
CPT0082010001	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0088480003	Tumor	-0.2
CPT0006950001	Normal	-0.2
CPT0087050003	Normal	-0.2
CPT0088920001	Normal	-0.2
CPT0017450001	Normal	-0.2
CPT0000890001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0065450001	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0088710001	Normal	-0.3
CPT0078510003	Tumor	-0.3
CPT0000790001	Normal	-0.3
CPT0075570001	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0065930003	Tumor	-0.3
CPT0000660001	Normal	-0.3
CPT0001540009	Tumor	-0.3
CPT0015810003	Tumor	-0.4
CPT0063640001	Normal	-0.4
CPT0079430001	Normal	-0.4
CPT0086030003	Tumor	-0.4
CPT0001350001	Normal	-0.4
CPT0020120003	Tumor	-0.5
CPT0025170003	Tumor	-0.5
CPT0025290003	Tumor	-0.5
CPT0064370003	Tumor	-0.5
CPT0078670001	Normal	-0.6
CPT0020130001	Normal	-0.6
CPT0065750003	Tumor	-0.6
CPT0015730003	Tumor	-0.9
CPT0026410003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0088970003	Tumor	N/A
CPT0025050003	Tumor	N/A
CPT0019990003	Tumor	N/A
CPT0092290003	Tumor	N/A
CPT0006440003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0020020001	Normal	N/A
CPT0014130001	Normal	N/A
CPT0066470004	Tumor	N/A
CPT0092310003	Normal	N/A
CPT0006530001	Normal	N/A
CPT0001230001	Normal	N/A
CPT0066430001	Normal	N/A
CPT0001220008	Tumor	N/A
CPT0026420001	Normal	N/A
CPT0025060001	Normal	N/A
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA042090
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