Expression of TINAG 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

TINAG is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 0.32

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

1.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	38.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	10.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	8.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	6.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	4.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	3.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	3.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	3.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	2.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	1.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	0.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	0.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	0.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	0.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	0.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	0.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	0.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	0.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	0.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	0.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	0.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	0.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	0.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	0.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	0.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	0.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	0.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	0.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	0.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	0.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	0.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 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-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
Show allShow less

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

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.77

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

24.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	141.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	119.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	104.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	100.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	98.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	97.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	96.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	95.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	89.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	88.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	87.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	85.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	81.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	79.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	79.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	79.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	76.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	75.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	75.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	75.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	75.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	74.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	72.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	72.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	71.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	70.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	70.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	69.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	68.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	67.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	64.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	64.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	63.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	63.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	62.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	61.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	61.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	60.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	60.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	59.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	59.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	59.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	58.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	58.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	58.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	57.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	57.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	57.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	56.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	56.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	56.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	56.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	56.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	55.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	55.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	55.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	54.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	52.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	51.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	51.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	51.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	51.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	50.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	49.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	49.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	48.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	48.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	48.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	47.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	47.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	47.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	47.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	47.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	46.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	46.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	46.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	46.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	45.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	45.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	45.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	45.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	44.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	44.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	44.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	44.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	44.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	44.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	43.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	43.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	43.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	43.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	42.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	42.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	42.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	42.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	42.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	41.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	41.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	40.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	39.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	39.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	39.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	39.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	39.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	39.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	38.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	38.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	38.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	38.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	38.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	38.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	38.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	38.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	37.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	37.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	37.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	37.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	37.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	36.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	36.8
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	36.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	36.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	36.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	36.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	36.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	36.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	36.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	35.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	35.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	35.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	35.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	35.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	35.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	34.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	34.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	34.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	34.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	34.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	34.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	34.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	34.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	33.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	33.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	33.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	33.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	33.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	33.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	33.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	32.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	32.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	32.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	32.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	32.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	32.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	32.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	32.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	32.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	32.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	32.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	31.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	31.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	31.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	31.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	31.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	31.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	31.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	31.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	31.0
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	30.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	30.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	30.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	30.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	30.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	30.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	30.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	30.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	29.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	29.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	29.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	29.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	29.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	29.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	29.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	29.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	29.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	28.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	28.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	28.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	28.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	27.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	27.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	27.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	27.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	27.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	26.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	26.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	26.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	26.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	25.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	25.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	25.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	25.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	24.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	24.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	24.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	24.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	24.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	24.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	23.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	23.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	23.7
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	23.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	22.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	22.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	22.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	22.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	22.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	21.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	21.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	21.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	21.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	21.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	20.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	20.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	20.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	20.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	20.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	20.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	20.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	20.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	20.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	20.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	20.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	20.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	20.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	19.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	19.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	19.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	19.2
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	19.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	18.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	18.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	18.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	18.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	18.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	18.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	18.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	18.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	18.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	18.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	18.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	18.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	18.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	17.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	17.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	17.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	17.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	16.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	16.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	16.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	16.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	16.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	16.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	16.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	15.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	15.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	15.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	15.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	15.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	15.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	15.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	15.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	15.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	14.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	14.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	14.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	14.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	13.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	13.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	13.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	13.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	13.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	13.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	12.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	12.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	12.2
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	11.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	11.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	11.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	11.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	10.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	10.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	10.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	10.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	9.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	9.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	9.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	9.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	9.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	9.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	9.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	9.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	9.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	8.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	8.8
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	8.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	8.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	8.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	8.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	8.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.4
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	8.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	8.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	8.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	7.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.9
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	7.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	7.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	7.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	7.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	7.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	6.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	6.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	6.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	6.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	6.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	6.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	6.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	6.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	6.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	6.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	5.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	5.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	5.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	5.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	5.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	4.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	4.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	4.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	4.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	4.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	4.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	4.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	4.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	4.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	4.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	4.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	4.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	3.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	3.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	3.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	3.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	3.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	3.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	3.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	3.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	3.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	3.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	3.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	3.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	3.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	2.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	2.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	2.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	2.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	2.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	2.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	2.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	2.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	2.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	2.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	2.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	2.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	2.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	2.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	1.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	1.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	1.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	1.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	1.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	1.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	1.6
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	1.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	1.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	1.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	1.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	1.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	1.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	1.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	1.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	0.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	0.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	0.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	0.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	0.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	0.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	0.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	0.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	0.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	0.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	0.4
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	0.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	0.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	0.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	0.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	0.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	0.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	0.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	0.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	0.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	0.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	0.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	0.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	0.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	0.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	0.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	0.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	0.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	0.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	0.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	0.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	0.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	0.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	0.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	0.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	0.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	0.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	0.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	0.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	0.0
Show allShow less

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

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.08

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

33.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	290.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	175.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	100.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	93.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	87.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	82.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	81.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	74.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	70.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	69.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	67.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	65.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	60.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	58.9
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	58.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	57.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	57.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	54.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	52.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	51.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	50.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	49.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	48.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	47.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	46.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	46.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	42.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	42.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	41.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	40.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	39.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	35.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	33.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	32.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	32.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	30.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	30.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	29.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	28.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	27.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	27.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	27.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	26.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	26.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	25.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	24.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	23.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	22.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	21.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	20.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	20.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	18.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	18.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	17.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	16.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	16.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	16.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	14.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	12.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	12.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	8.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	8.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	7.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	7.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	6.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	6.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	6.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	6.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	3.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	3.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	2.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	1.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	0.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	0.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	0.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	0.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	0.0
Show allShow less

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

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.61

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

29.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	156.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	146.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	131.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	130.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	124.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	120.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	116.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	111.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	110.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	106.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	99.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	96.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	91.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	91.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	81.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	80.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	80.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	75.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	70.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	69.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	68.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	66.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	66.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	65.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	64.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	62.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	62.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	62.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	62.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	60.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	60.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	59.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	59.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	58.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	57.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	57.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	56.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	56.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	56.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	55.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	54.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	53.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	53.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	52.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	51.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	51.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	50.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	49.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	49.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	49.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	49.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	48.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	47.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	47.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	46.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	46.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	46.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	45.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	45.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	44.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	44.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	43.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	43.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	43.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	42.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	41.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	41.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	41.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	41.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	40.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	40.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	39.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	38.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	38.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	38.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	38.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	37.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	37.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	37.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	36.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	36.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	36.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	36.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	35.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	33.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	33.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	33.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	33.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	33.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	32.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	32.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	32.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	31.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	31.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	31.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	31.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	31.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	31.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	30.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	30.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	30.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	30.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	30.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	30.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	29.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	29.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	29.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	29.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	28.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	28.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	28.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	28.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	27.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	27.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	27.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	27.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	27.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	27.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	26.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	26.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	26.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	26.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	26.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	26.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	26.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	26.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	26.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	25.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	25.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	25.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	25.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	24.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	24.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	24.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	24.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	24.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	24.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	24.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	24.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	24.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	24.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	23.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	23.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	23.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	23.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	23.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	22.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	22.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	22.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	21.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	21.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	21.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	20.7
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	20.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	20.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.0
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	20.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	19.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	19.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	19.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	19.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	18.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	18.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	18.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	17.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	17.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	17.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	16.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	16.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	16.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	16.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	15.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	15.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	15.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	14.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	14.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	14.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	14.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	14.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	13.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	13.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	13.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	13.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	12.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	12.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	12.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	12.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	12.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	12.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	11.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	11.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	11.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	11.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	10.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	9.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	9.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	9.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	7.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	7.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	6.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	6.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	6.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	3.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	3.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	3.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	3.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	3.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	2.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	2.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	2.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	2.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	2.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	2.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	2.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	2.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	2.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	2.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	2.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	2.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	1.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	1.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	1.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	1.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	0.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	0.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	0.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	0.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	0.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	0.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	0.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	0.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	0.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 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-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	0.0
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0025060001	Normal	1.4
CPT0006950001	Normal	1.4
CPT0006730001	Normal	1.4
CPT0077140001	Normal	1.4
CPT0000890001	Normal	1.3
CPT0012770003	Normal	1.3
CPT0026420001	Normal	1.3
CPT0020020001	Normal	1.2
CPT0000790001	Normal	1.2
CPT0001350001	Normal	1.2
CPT0088920001	Normal	1.1
CPT0010170001	Normal	1.1
CPT0089480003	Normal	1.1
CPT0088780001	Normal	1.1
CPT0082010001	Normal	1.1
CPT0020130001	Normal	1.1
CPT0023710001	Normal	1.0
CPT0066430001	Normal	1.0
CPT0065820001	Normal	1.0
CPT0065450001	Normal	1.0
CPT0088710001	Normal	1.0
CPT0014350001	Normal	0.9
CPT0092800003	Normal	0.9
CPT0092310003	Normal	0.9
CPT0089040001	Normal	0.9
CPT0012090003	Normal	0.9
CPT0086970003	Normal	0.9
CPT0023360001	Normal	0.8
CPT0006530001	Normal	0.8
CPT0086370003	Normal	0.8
CPT0087050003	Normal	0.8
CPT0025610001	Normal	0.8
CPT0077500001	Normal	0.8
CPT0007870001	Normal	0.8
CPT0001190001	Normal	0.8
CPT0092740003	Normal	0.7
CPT0078530001	Normal	0.7
CPT0018250001	Normal	0.7
CPT0012290003	Normal	0.7
CPT0007470001	Normal	0.7
CPT0078840001	Normal	0.7
CPT0076350001	Normal	0.7
CPT0081620001	Normal	0.6
CPT0012570003	Normal	0.6
CPT0001510001	Normal	0.6
CPT0009080003	Normal	0.6
CPT0017450001	Normal	0.6
CPT0079430001	Normal	0.6
CPT0088570001	Normal	0.6
CPT0019160001	Normal	0.6
CPT0066520001	Normal	0.6
CPT0063640001	Normal	0.6
CPT0025920001	Normal	0.5
CPT0078940001	Normal	0.5
CPT0069010001	Normal	0.5
CPT0078670001	Normal	0.5
CPT0014130001	Normal	0.5
CPT0012920003	Normal	0.5
CPT0088500001	Normal	0.5
CPT0075570001	Normal	0.5
CPT0079000001	Normal	0.4
CPT0086890003	Normal	0.4
CPT0014470001	Normal	0.4
CPT0001270001	Normal	0.4
CPT0013790003	Normal	0.4
CPT0086830003	Normal	0.4
CPT0000660001	Normal	0.4
CPT0024680001	Normal	0.4
CPT0084590001	Normal	0.3
CPT0001230001	Normal	0.3
CPT0009020003	Normal	0.2
CPT0088640003	Normal	0.2
CPT0064400001	Normal	0.2
CPT0063330001	Normal	0.2
CPT0010120001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0075170001	Normal	0.1
CPT0077320001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0078800003	Tumor	-0.3
CPT0092190003	Normal	-0.4
CPT0069190001	Normal	-0.4
CPT0001500009	Tumor	-0.7
CPT0092290003	Tumor	-0.8
CPT0001540009	Tumor	-0.8
CPT0092790003	Tumor	-0.9
CPT0012640003	Normal	-0.9
CPT0078510003	Tumor	-0.9
CPT0012900004	Tumor	-0.9
CPT0079300001	Normal	-1.0
CPT0023690003	Tumor	-1.0
CPT0063320003	Tumor	-1.0
CPT0019990003	Tumor	-1.0
CPT0066470004	Tumor	-1.0
CPT0014160003	Tumor	-1.1
CPT0017850003	Tumor	-1.1
CPT0011240003	Tumor	-1.1
CPT0007860003	Tumor	-1.1
CPT0026410003	Tumor	-1.2
CPT0075560003	Tumor	-1.2
CPT0001220008	Tumor	-1.2
CPT0065810003	Tumor	-1.3
CPT0015910003	Tumor	-1.3
CPT0077310003	Tumor	-1.3
CPT0066480003	Tumor	-1.3
CPT0079510001	Normal	-1.3
CPT0025170003	Tumor	-1.3
CPT0086360003	Tumor	-1.3
CPT0076330003	Tumor	-1.4
CPT0006630003	Tumor	-1.4
CPT0079270003	Tumor	-1.4
CPT0002270011	Tumor	-1.4
CPT0087040003	Tumor	-1.4
CPT0009060003	Tumor	-1.5
CPT0089460004	Tumor	-1.5
CPT0088760003	Tumor	-1.5
CPT0064370003	Tumor	-1.5
CPT0000870016	Tumor	-1.5
CPT0006900003	Tumor	-1.5
CPT0000780007	Tumor	-1.5
CPT0006440003	Tumor	-1.6
CPT0065430003	Tumor	-1.6
CPT0010160003	Tumor	-1.6
CPT0092730003	Tumor	-1.6
CPT0012550003	Tumor	-1.6
CPT0079480003	Tumor	-1.6
CPT0020120003	Tumor	-1.6
CPT0078830003	Tumor	-1.6
CPT0065870003	Tumor	-1.6
CPT0000640003	Tumor	-1.6
CPT0009000003	Tumor	-1.6
CPT0092160003	Tumor	-1.7
CPT0012280003	Tumor	-1.7
CPT0012370003	Tumor	-1.7
CPT0010110003	Tumor	-1.7
CPT0081990003	Tumor	-1.7
CPT0077490003	Tumor	-1.7
CPT0069160003	Tumor	-1.7
CPT0088970003	Tumor	-1.8
CPT0025050003	Tumor	-1.8
CPT0088900003	Tumor	-1.8
CPT0075720003	Tumor	-1.8
CPT0088690003	Tumor	-1.8
CPT0002350011	Tumor	-1.8
CPT0019130003	Tumor	-1.8
CPT0007320003	Tumor	-1.8
CPT0014370004	Tumor	-1.8
CPT0071150004	Tumor	-1.8
CPT0078930003	Tumor	-1.8
CPT0025580004	Tumor	-1.9
CPT0063630003	Tumor	-1.9
CPT0088480003	Tumor	-1.9
CPT0017410003	Tumor	-1.9
CPT0021240003	Tumor	-1.9
CPT0079230003	Tumor	-1.9
CPT0069000003	Tumor	-1.9
CPT0001260009	Tumor	-1.9
CPT0079180003	Tumor	-1.9
CPT0023350003	Tumor	-1.9
CPT0077110003	Tumor	-2.0
CPT0078990003	Tumor	-2.0
CPT0089020003	Tumor	-2.0
CPT0001340003	Tumor	-2.0
CPT0025880003	Tumor	-2.0
CPT0086820003	Tumor	-2.0
CPT0024670003	Tumor	-2.1
CPT0088550004	Tumor	-2.1
CPT0079410003	Tumor	-2.1
CPT0086950003	Tumor	-2.1
CPT0014450004	Tumor	-2.1
CPT0012180003	Tumor	-2.1
CPT0084560003	Tumor	-2.1
CPT0075130003	Tumor	-2.2
CPT0081600003	Tumor	-2.3
CPT0012080003	Tumor	-2.3
CPT0012670003	Tumor	-2.3
CPT0088630003	Tumor	-2.3
CPT0078660003	Tumor	-2.4
CPT0001180009	Tumor	-2.4
CPT0086870003	Tumor	-2.4
CPT0015810003	Tumor	-2.6
CPT0086030003	Tumor	-2.7
CPT0025110003	Tumor	-2.9
CPT0065750003	Tumor	-2.9
CPT0015730003	Tumor	-3.2
CPT0079380003	Tumor	-3.3
CPT0065930003	Tumor	-3.3
CPT0025230003	Tumor	-3.4
CPT0085670003	Tumor	-3.5
CPT0025350003	Tumor	-3.7
CPT0065690003	Tumor	-3.8
CPT0081880003	Tumor	-4.3
CPT0025290003	Tumor	-4.4
CPT0011410003	Tumor	-4.4
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 HPA035427	Antibody HPA073753
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