Expression of GLYATL1 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

GLYATL1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 0.01

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

1.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	30.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	18.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	17.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	11.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	6.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	5.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	2.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	0.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	0.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	0.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	0.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	0.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	0.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	0.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	0.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	0.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	0.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	0.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	0.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	0.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	0.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	0.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	0.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	0.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GLYATL1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.75

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

27.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	152.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	125.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	119.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	118.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	106.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	102.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	96.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	93.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	93.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	89.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	86.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	85.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	85.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	83.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	82.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	81.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	78.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	77.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	77.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	77.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	75.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	75.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	75.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	73.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	73.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	72.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	72.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	71.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	70.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	70.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	70.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	69.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	69.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	68.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	68.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	67.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	67.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	67.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	67.3
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	66.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	65.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	65.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	65.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	65.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	63.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	63.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	63.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	62.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	62.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	62.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	62.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	61.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	61.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	60.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	58.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	58.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	57.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	57.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	57.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	56.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	55.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	55.5
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	55.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	54.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	53.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	53.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	53.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	52.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	52.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	52.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	52.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	51.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	51.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	51.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	51.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	51.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	50.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	50.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	49.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	49.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	49.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	49.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	49.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	49.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	48.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	48.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	48.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	48.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	47.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	47.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	46.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	46.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	46.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	45.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	45.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	45.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	45.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	45.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	45.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	45.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	44.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	44.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	44.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	44.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	44.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	44.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	44.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	43.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	43.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	43.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	42.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	42.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	42.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	42.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	42.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	42.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	41.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	41.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	41.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	41.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	41.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	41.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	40.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	40.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	40.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	40.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	40.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	40.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	40.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	39.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	39.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	39.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	39.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	39.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	39.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	39.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	39.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	38.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	38.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	38.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	38.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	38.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	38.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	37.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	37.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	37.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	36.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	36.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	36.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	36.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	36.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	36.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	36.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	36.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	35.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	35.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	35.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	35.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	34.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	34.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	34.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	34.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	34.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	34.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	34.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	34.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	34.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	34.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	34.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	34.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	33.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	33.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	33.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	33.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	33.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	33.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	32.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	32.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	32.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	32.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	31.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	31.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	31.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	31.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	31.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	30.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	30.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	30.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	30.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	30.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	29.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	29.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	29.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	29.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	28.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	28.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	28.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	28.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	28.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	28.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	28.6
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	28.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	28.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	28.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	27.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	27.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	27.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	27.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	27.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	27.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	26.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	26.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	26.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	26.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	26.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	26.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	26.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	26.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	26.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	25.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	25.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	25.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	25.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	25.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	25.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	25.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	25.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	25.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	25.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	25.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	25.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	25.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	25.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	25.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	25.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	25.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	24.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	24.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	24.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	24.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	24.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	24.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	23.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	23.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	23.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	23.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	23.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	23.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	23.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	22.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	22.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	22.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	21.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	21.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	21.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	21.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	21.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	21.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	21.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	21.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	21.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	21.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	21.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	21.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	21.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	20.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	20.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	20.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	20.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	19.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	19.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	19.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	19.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	19.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	19.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	19.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	19.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	19.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	19.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	19.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	18.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	18.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	18.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	18.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	18.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	18.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	18.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	18.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	18.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	17.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	17.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	17.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	17.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	17.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	17.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	17.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	17.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	17.2
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	17.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	16.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	16.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	16.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	16.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	15.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	15.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	15.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	15.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	15.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	15.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	15.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	15.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	15.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	15.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	15.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	15.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	14.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	14.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	14.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	14.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	14.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	14.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	14.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	14.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	14.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	14.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	14.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	13.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	13.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	12.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	12.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	12.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	12.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	12.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	12.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	11.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	11.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	11.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	11.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	11.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	10.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	10.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	9.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	9.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	9.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	9.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	8.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	8.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	8.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	8.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	8.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	8.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	8.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	8.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.2
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	7.2
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	6.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	5.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	5.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	5.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	5.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	5.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	4.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	4.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	4.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	4.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	3.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	3.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	3.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	3.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	3.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	3.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	3.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	3.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	3.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	3.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	3.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	3.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	3.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	2.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	2.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	2.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	2.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	2.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	2.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	2.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	2.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	2.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	2.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	2.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	1.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	1.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	1.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	1.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	1.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	1.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	1.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	1.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	1.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	0.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	0.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	0.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	0.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	0.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	0.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	0.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	0.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	0.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	0.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	0.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	0.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	0.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	0.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	0.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	0.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	0.4
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	0.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	0.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	0.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	0.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	0.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	0.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	0.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	0.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	0.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	0.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GLYATL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.49

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

38.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	202.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	166.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	109.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	108.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	98.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	92.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	90.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	85.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	78.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	75.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	74.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	72.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	69.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	68.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	66.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	65.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	65.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	64.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	61.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	61.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	60.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	60.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	57.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	53.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	52.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	52.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	51.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	51.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	51.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	50.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	50.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	50.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	47.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	45.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	45.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	44.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	42.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	41.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	38.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	38.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	38.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	37.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	36.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	35.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	34.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	34.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	33.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	31.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	31.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	28.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	27.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	25.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	24.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	24.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	21.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	20.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	20.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	20.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	20.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	20.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	19.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	19.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	18.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	17.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	16.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	16.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	15.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	15.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	13.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	13.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	12.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	9.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	8.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	7.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	6.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	6.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	5.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	5.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	4.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	3.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	3.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	1.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	1.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	0.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	0.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GLYATL1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.45

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

18.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	254.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	147.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	117.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	89.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	80.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	79.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	77.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	77.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	68.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	61.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	60.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	58.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	56.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	55.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	53.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	52.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	50.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	47.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	45.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	45.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	44.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	42.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	42.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	40.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	40.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	39.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	38.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	38.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	38.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	37.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	37.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	36.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	36.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	34.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	34.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	33.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	32.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	31.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	31.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	30.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	30.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	30.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	30.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	30.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	29.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	29.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	29.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	29.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	29.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	29.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	29.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	28.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	28.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	27.9
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	27.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	27.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	26.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	26.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	26.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	26.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	26.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	26.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	26.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	25.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	24.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	24.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	24.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	24.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	24.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	23.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	23.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	23.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	22.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	22.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	22.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	22.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	22.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	22.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	22.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	22.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	22.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	21.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	21.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	20.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	20.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	20.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	20.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	20.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	20.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	20.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	20.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	20.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	19.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	19.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	19.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	19.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	19.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	19.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	19.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	18.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	18.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	18.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	18.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	18.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	18.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	17.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	17.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	17.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	17.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	16.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	16.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	16.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	16.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	16.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	16.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	16.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	15.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	15.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	15.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	15.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	14.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	14.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	14.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	14.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	13.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	13.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	13.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	13.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	13.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	13.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	13.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	12.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	12.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	12.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	12.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	12.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	12.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	11.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	11.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	11.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	11.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	11.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	11.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	10.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	10.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	10.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	10.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	9.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	9.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	9.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	9.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	9.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	9.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	9.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	9.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	9.0
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	8.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	8.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	8.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	7.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	7.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	7.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	7.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	7.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	7.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	6.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	6.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	6.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	6.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	6.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	6.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	6.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	5.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	5.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	5.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	5.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	5.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	4.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	4.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	4.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	3.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	3.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	3.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	3.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	3.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	3.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	3.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	2.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	2.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	2.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	2.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	2.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	2.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	2.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	2.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	2.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	1.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	1.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	1.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	1.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	1.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	1.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	1.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	0.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	0.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	0.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	0.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	0.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	0.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	0.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	0.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	0.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	0.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088780001	Normal	1.8
CPT0012770003	Normal	1.4
CPT0006950001	Normal	1.3
CPT0065450001	Normal	1.2
CPT0020020001	Normal	1.2
CPT0081620001	Normal	1.2
CPT0023710001	Normal	1.2
CPT0087050003	Normal	1.2
CPT0078670001	Normal	1.2
CPT0092800003	Normal	1.2
CPT0013790003	Normal	1.1
CPT0025610001	Normal	1.1
CPT0092740003	Normal	1.1
CPT0009080003	Normal	1.1
CPT0007470001	Normal	1.1
CPT0079000001	Normal	1.1
CPT0069010001	Normal	1.1
CPT0000790001	Normal	1.1
CPT0092310003	Normal	1.1
CPT0089480003	Normal	1.1
CPT0007870001	Normal	1.1
CPT0088920001	Normal	1.1
CPT0064400001	Normal	1.0
CPT0014350001	Normal	1.0
CPT0006730001	Normal	1.0
CPT0078840001	Normal	1.0
CPT0026420001	Normal	1.0
CPT0066430001	Normal	1.0
CPT0077140001	Normal	1.0
CPT0012570003	Normal	1.0
CPT0086370003	Normal	1.0
CPT0001350001	Normal	1.0
CPT0012090003	Normal	0.9
CPT0086970003	Normal	0.9
CPT0088500001	Normal	0.9
CPT0010170001	Normal	0.9
CPT0079430001	Normal	0.9
CPT0082010001	Normal	0.9
CPT0020130001	Normal	0.8
CPT0086890003	Normal	0.8
CPT0077500001	Normal	0.8
CPT0023360001	Normal	0.8
CPT0089040001	Normal	0.8
CPT0078940001	Normal	0.8
CPT0000890001	Normal	0.8
CPT0063640001	Normal	0.7
CPT0078530001	Normal	0.7
CPT0014130001	Normal	0.7
CPT0088710001	Normal	0.7
CPT0088640003	Normal	0.7
CPT0025060001	Normal	0.6
CPT0019160001	Normal	0.6
CPT0012920003	Normal	0.6
CPT0012290003	Normal	0.5
CPT0014470001	Normal	0.5
CPT0063330001	Normal	0.5
CPT0017450001	Normal	0.4
CPT0076350001	Normal	0.4
CPT0009020003	Normal	0.4
CPT0018250001	Normal	0.4
CPT0025920001	Normal	0.4
CPT0024680001	Normal	0.4
CPT0065820001	Normal	0.4
CPT0075570001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0088570001	Normal	0.3
CPT0086830003	Normal	0.2
CPT0000660001	Normal	0.2
CPT0001230001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0002370001	Normal	0.2
CPT0001500009	Tumor	0.1
CPT0006530001	Normal	0.0
CPT0015730003	Tumor	-0.2
CPT0001190001	Normal	-0.2
CPT0012640003	Normal	-0.3
CPT0010120001	Normal	-0.3
CPT0023690003	Tumor	-0.4
CPT0069190001	Normal	-0.4
CPT0075170001	Normal	-0.5
CPT0012900004	Tumor	-0.5
CPT0001270001	Normal	-0.6
CPT0078510003	Tumor	-0.6
CPT0075560003	Tumor	-0.6
CPT0078830003	Tumor	-0.6
CPT0088480003	Tumor	-0.7
CPT0007320003	Tumor	-0.7
CPT0079300001	Normal	-0.8
CPT0025170003	Tumor	-0.8
CPT0019990003	Tumor	-0.8
CPT0089460004	Tumor	-0.8
CPT0006900003	Tumor	-0.9
CPT0064370003	Tumor	-0.9
CPT0001540009	Tumor	-0.9
CPT0012280003	Tumor	-0.9
CPT0078930003	Tumor	-0.9
CPT0092290003	Tumor	-1.0
CPT0009060003	Tumor	-1.0
CPT0079510001	Normal	-1.0
CPT0014370004	Tumor	-1.0
CPT0066480003	Tumor	-1.0
CPT0077310003	Tumor	-1.1
CPT0007860003	Tumor	-1.1
CPT0000870016	Tumor	-1.1
CPT0066470004	Tumor	-1.1
CPT0071150004	Tumor	-1.2
CPT0079410003	Tumor	-1.2
CPT0014160003	Tumor	-1.2
CPT0063320003	Tumor	-1.2
CPT0000780007	Tumor	-1.2
CPT0015810003	Tumor	-1.2
CPT0065810003	Tumor	-1.2
CPT0077490003	Tumor	-1.2
CPT0015910003	Tumor	-1.2
CPT0006440003	Tumor	-1.2
CPT0086360003	Tumor	-1.2
CPT0020120003	Tumor	-1.2
CPT0025580004	Tumor	-1.2
CPT0010160003	Tumor	-1.3
CPT0011240003	Tumor	-1.3
CPT0065430003	Tumor	-1.3
CPT0086870003	Tumor	-1.3
CPT0081600003	Tumor	-1.3
CPT0078800003	Tumor	-1.3
CPT0026410003	Tumor	-1.3
CPT0075720003	Tumor	-1.3
CPT0010110003	Tumor	-1.4
CPT0081990003	Tumor	-1.4
CPT0076330003	Tumor	-1.4
CPT0025050003	Tumor	-1.4
CPT0087040003	Tumor	-1.4
CPT0092790003	Tumor	-1.4
CPT0019130003	Tumor	-1.4
CPT0001260009	Tumor	-1.4
CPT0086820003	Tumor	-1.5
CPT0092160003	Tumor	-1.5
CPT0086950003	Tumor	-1.5
CPT0079480003	Tumor	-1.5
CPT0012670003	Tumor	-1.5
CPT0001220008	Tumor	-1.6
CPT0006630003	Tumor	-1.6
CPT0092190003	Normal	-1.6
CPT0017410003	Tumor	-1.6
CPT0012550003	Tumor	-1.6
CPT0065870003	Tumor	-1.7
CPT0065750003	Tumor	-1.7
CPT0077110003	Tumor	-1.7
CPT0024670003	Tumor	-1.7
CPT0025880003	Tumor	-1.7
CPT0009000003	Tumor	-1.7
CPT0077320001	Normal	-1.7
CPT0002270011	Tumor	-1.7
CPT0000640003	Tumor	-1.7
CPT0084590001	Normal	-1.7
CPT0088970003	Tumor	-1.8
CPT0012370003	Tumor	-1.8
CPT0078990003	Tumor	-1.8
CPT0021240003	Tumor	-1.8
CPT0089020003	Tumor	-1.8
CPT0014450004	Tumor	-1.8
CPT0088630003	Tumor	-1.9
CPT0079270003	Tumor	-1.9
CPT0088760003	Tumor	-1.9
CPT0088900003	Tumor	-1.9
CPT0025110003	Tumor	-2.0
CPT0069160003	Tumor	-2.0
CPT0075130003	Tumor	-2.0
CPT0079180003	Tumor	-2.0
CPT0092730003	Tumor	-2.0
CPT0069000003	Tumor	-2.1
CPT0088690003	Tumor	-2.2
CPT0023350003	Tumor	-2.2
CPT0001180009	Tumor	-2.3
CPT0065930003	Tumor	-2.3
CPT0065690003	Tumor	-2.3
CPT0086030003	Tumor	-2.4
CPT0025350003	Tumor	-2.4
CPT0002350011	Tumor	-2.4
CPT0012080003	Tumor	-2.4
CPT0012180003	Tumor	-2.4
CPT0063630003	Tumor	-2.4
CPT0085670003	Tumor	-2.5
CPT0025290003	Tumor	-2.6
CPT0001340003	Tumor	-2.6
CPT0084560003	Tumor	-2.7
CPT0017850003	Tumor	-2.7
CPT0088550004	Tumor	-2.7
CPT0011410003	Tumor	-2.8
CPT0078660003	Tumor	-2.8
CPT0081880003	Tumor	-2.8
CPT0079230003	Tumor	-2.9
CPT0025230003	Tumor	-3.1
CPT0079380003	Tumor	-3.5
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA039501
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