Expression of GAS2L1 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

GAS2L1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 47.29

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

46.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	109.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	102.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	88.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	86.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	80.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	78.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	77.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	76.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	72.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	71.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	67.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	66.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	65.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	63.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	62.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	56.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	55.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	55.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	55.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	53.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	52.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	50.7
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	50.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	49.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	48.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	46.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	46.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	44.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	44.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	44.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	42.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	42.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	40.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	39.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	39.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	38.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	37.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	37.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	36.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	36.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	35.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	35.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	35.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	34.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	33.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	33.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	32.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	32.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	31.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	29.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	28.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	28.4
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	25.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	25.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	23.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	19.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	19.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	19.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	18.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	18.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	18.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	13.3
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GAS2L1 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.96

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

14.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	53.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	42.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	40.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	38.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	37.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	33.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	31.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	30.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	30.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	29.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	29.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	28.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	28.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	28.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	27.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	27.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	27.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	27.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	26.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	26.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	26.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	25.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	25.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	25.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	24.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	24.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	24.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	24.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	24.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	23.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	23.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	23.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	23.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	23.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	23.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	23.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	23.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	23.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	23.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	23.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	22.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	22.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	22.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	22.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	22.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	22.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	22.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	22.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	22.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	22.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	22.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	22.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	22.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	22.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	22.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	22.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	22.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	22.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	21.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	21.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	21.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	21.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	21.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	21.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	21.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	21.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	20.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	20.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	20.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	20.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	20.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	20.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	20.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	19.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	19.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	19.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	19.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	19.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	19.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	19.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	19.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	19.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	19.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	19.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	19.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	19.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	19.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	19.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	19.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	19.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	19.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	19.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	19.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	19.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	19.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	19.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	19.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	18.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	18.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	18.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	18.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	18.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	18.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	18.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	18.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	18.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	18.0
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	18.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	17.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	17.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	17.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	17.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	17.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	17.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	17.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	17.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	17.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	17.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	17.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	17.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	17.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	17.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	16.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	16.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	16.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	16.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	16.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	16.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	16.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	16.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	16.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	16.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	16.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	16.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	16.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	16.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	16.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	16.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	16.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	16.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	16.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	15.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	15.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	15.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	15.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	15.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	15.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	15.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	15.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	15.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	15.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	15.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	15.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	15.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	15.3
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	15.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	15.1
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	15.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	15.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	14.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	14.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	14.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	14.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	14.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	14.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	14.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	14.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	14.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	14.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	14.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	14.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	14.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	14.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	14.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	14.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	14.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	14.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	14.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	14.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	13.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	13.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	13.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	13.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	13.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	13.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	13.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	13.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	13.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	13.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	13.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	13.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	13.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	13.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	13.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	13.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	13.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	13.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	13.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	13.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	13.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	13.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	13.2
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	13.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	13.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	13.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	13.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	12.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	12.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	12.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	12.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	12.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	12.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	12.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	12.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	12.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	12.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	12.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	12.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	12.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	12.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	12.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	12.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	12.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	12.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	12.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	12.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	12.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	12.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	12.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	12.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	12.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	12.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	12.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	12.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	12.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	12.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	12.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	12.0
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	12.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	11.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	11.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	11.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	11.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	11.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	11.7
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	11.7
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	11.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	11.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	11.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	11.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	11.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	11.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	11.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	11.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	11.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	11.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	11.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	11.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	11.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	11.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	11.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	11.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	11.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	11.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	11.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	10.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	10.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	10.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	10.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	10.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	10.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	10.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	10.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	10.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	10.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	10.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	10.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	10.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	10.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	10.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	10.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	9.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	9.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	9.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	9.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	9.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	9.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	9.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	9.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	9.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	9.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	9.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	9.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	8.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	8.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	8.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	8.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	8.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	8.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	8.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	8.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	8.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	8.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	7.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	7.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	7.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	7.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	7.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	7.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	7.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	7.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	7.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	7.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	6.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	6.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	6.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	6.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	5.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	5.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	5.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	5.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	4.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	4.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	3.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	1.3
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GAS2L1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.53

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

17.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	39.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	36.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	35.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	33.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	31.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	30.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	29.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	29.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	27.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	27.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	25.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	24.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	22.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	22.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	21.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	21.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	21.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	20.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	20.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	20.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	20.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	20.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	20.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	19.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	19.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	19.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	19.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.2
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	19.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	18.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	18.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	18.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	18.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	18.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	18.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	17.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	17.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	17.1
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	17.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	16.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	16.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	16.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	16.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	16.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	16.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	16.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	15.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	15.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	15.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	15.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	15.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	14.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.8
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	13.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	13.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	13.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	12.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	12.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	12.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	12.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	12.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.1
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	11.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	9.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	9.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	8.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	7.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	6.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.7
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GAS2L1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.21

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	84.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	60.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	57.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	51.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	46.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	42.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	41.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	38.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	38.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	37.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	36.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	36.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	36.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	35.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	34.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	33.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	33.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	32.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	32.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	32.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	32.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	31.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	30.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	30.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	29.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	29.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	29.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	29.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	29.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	29.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	28.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	28.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	27.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	27.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	26.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	25.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	25.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	25.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	24.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	24.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	24.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	24.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	24.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	24.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	24.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	23.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	23.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	23.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	22.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	22.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	22.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	22.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	22.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	22.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	21.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	21.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	21.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	21.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	21.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	21.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	20.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	20.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	20.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	20.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	20.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	20.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	20.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	20.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	20.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	20.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	20.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	20.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	19.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	19.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	19.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	19.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	19.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	19.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	19.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	18.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	18.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	18.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	18.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	18.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	18.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	18.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	18.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	18.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	17.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	17.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	17.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	17.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	17.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	17.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	16.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	16.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	16.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	16.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	16.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	16.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	16.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	16.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	16.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	16.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	16.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	15.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	15.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	15.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	15.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	15.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	15.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	15.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	15.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	15.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	15.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	15.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	14.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	14.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	14.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	14.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	14.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	14.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	14.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	14.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	14.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	14.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	13.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	13.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	13.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	13.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	13.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	13.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	13.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	13.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	13.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	12.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	12.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	12.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	12.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	12.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	12.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	12.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	12.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	12.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	12.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	11.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	11.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	11.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	11.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	11.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	11.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	11.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	11.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	11.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	10.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	10.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	10.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	10.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	10.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	10.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	10.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	10.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	10.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	9.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	9.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	9.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	9.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	9.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.0
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	8.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	8.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	8.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	8.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	8.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	8.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	8.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	8.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	7.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	7.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.5
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	7.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	7.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	6.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	6.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	5.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	5.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	5.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	5.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	5.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	4.5
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	4.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	4.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	2.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	2.9
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

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 HPA019858
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