Expression of YIF1A 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

YIF1A is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 61.56

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

77.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	151.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	143.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	139.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	125.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	119.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	116.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	115.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	112.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	112.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	111.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	110.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	108.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	107.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	100.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	99.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	99.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	99.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	96.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	94.6
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	90.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	89.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	86.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	85.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	84.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	83.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	83.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	82.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	81.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	81.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	80.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	80.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	80.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	79.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	78.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	78.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	77.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	72.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	72.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	70.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	68.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	66.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	65.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	63.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	60.1
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	58.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	57.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	56.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	55.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	52.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	52.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	50.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	49.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	48.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	46.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	45.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	44.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	37.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	36.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	34.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	33.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	32.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	32.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	27.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	20.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

YIF1A is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 42.31

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

52.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	154.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	149.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	137.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	136.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	132.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	126.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	125.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	113.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	111.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	107.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	105.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	102.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	102.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	100.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	97.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	97.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	96.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	94.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	93.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	93.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	92.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	91.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	90.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	90.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	89.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	89.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	89.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	87.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	87.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	86.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	86.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	86.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	86.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	85.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	85.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	83.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	82.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	81.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	79.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	78.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	78.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	78.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	77.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	77.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	76.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	76.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	76.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	76.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	75.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	75.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	75.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	74.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	74.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	74.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	73.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	73.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	73.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	73.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	72.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	72.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	72.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	72.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	72.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	71.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	71.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	71.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	71.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	70.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	70.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	70.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	70.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	70.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	70.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	68.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	68.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	68.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	68.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	67.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	67.7
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	67.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	67.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	67.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	66.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	66.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	66.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	66.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	66.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	66.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	65.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	65.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	65.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	64.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	64.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	64.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	64.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	64.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	64.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	64.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	64.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	63.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	63.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	63.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	63.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	63.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	63.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	62.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	62.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	62.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	62.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	62.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	62.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	62.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	62.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	61.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	61.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	61.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	61.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	61.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	61.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	61.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	61.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	61.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	61.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	61.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	61.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	61.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	60.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	60.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	60.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	60.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	60.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	60.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	60.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	60.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	60.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	60.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	59.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	59.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	59.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	59.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	59.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	58.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	58.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	58.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	58.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	58.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	58.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	58.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	58.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	58.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	57.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	57.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	57.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	57.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	57.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	57.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	57.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	57.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	57.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	57.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	57.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	57.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	56.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	56.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	56.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	56.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	56.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	56.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	56.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	56.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	56.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	55.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	55.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	55.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	55.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	55.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	55.7
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	55.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	55.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	55.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	55.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	55.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	54.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	54.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	54.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	54.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	54.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	54.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	54.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	54.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	54.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	54.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	54.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	54.0
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	54.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	53.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	53.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	53.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	53.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	53.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	53.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	53.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	53.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	52.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	52.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	52.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	52.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	52.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	52.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	52.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	52.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	52.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	52.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	52.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	52.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	52.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	52.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	52.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	52.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	51.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	51.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	51.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	51.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	51.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	51.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	51.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	51.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	51.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	51.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	51.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	51.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	51.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	51.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	51.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	50.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	50.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	50.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	50.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	50.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	50.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	50.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	50.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	50.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	50.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	50.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	50.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	50.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	49.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	49.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	49.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	49.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	49.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	49.7
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	49.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	49.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	49.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	49.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	49.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	49.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	49.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	49.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	48.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	48.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	48.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	48.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	48.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	48.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	48.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	48.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	48.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	48.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	48.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	48.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	48.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	48.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	48.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	48.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	47.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	47.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	47.6
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	47.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	47.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	47.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	47.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	47.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	47.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	47.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	47.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	47.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	47.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	46.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	46.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	46.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	46.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	46.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	46.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	46.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	46.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	46.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	46.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	46.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	46.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	46.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	46.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	46.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	46.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	46.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	46.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	46.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	45.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	45.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	45.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	45.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	45.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	45.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	45.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	45.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	45.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	45.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	45.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	45.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	45.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	45.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	45.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	45.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	44.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	44.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	44.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	44.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	44.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	44.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	44.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	44.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	44.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	44.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	44.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	44.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	44.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	44.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	44.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	44.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	44.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	44.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	44.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	44.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	44.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	43.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	43.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	43.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	43.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	43.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	43.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	43.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	43.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	43.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	43.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	43.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	43.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	43.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	42.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	42.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	42.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	42.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	42.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	42.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	42.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	42.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	42.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	42.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	41.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	41.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	41.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	41.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	41.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	41.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	41.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	41.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	41.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	41.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	41.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	41.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	41.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	41.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	41.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	41.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	40.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	40.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	40.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	40.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	40.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	40.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	40.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	39.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	39.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	39.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	39.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	39.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	39.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	39.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	39.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	39.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	39.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	39.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	39.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	39.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	39.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	39.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	39.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	39.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	39.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	39.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	39.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	38.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	38.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	38.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	37.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	37.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	37.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	37.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	37.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	37.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	37.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	37.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	37.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	37.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	36.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	36.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	36.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	36.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	36.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	36.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	36.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	36.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	35.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	35.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	35.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	35.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	35.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	35.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	35.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	35.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	35.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	35.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	34.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	34.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	34.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	34.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	34.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	34.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	34.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	33.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	33.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	33.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	33.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	33.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	33.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	33.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	33.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	33.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	33.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	33.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	33.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	33.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	32.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	32.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	32.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	32.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	32.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	31.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	31.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	31.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	31.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	31.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	30.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	30.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	30.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	29.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	29.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	29.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	29.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	29.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	29.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	29.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	28.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	28.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	28.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	28.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	27.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	27.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	27.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	27.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	27.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	27.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	27.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	27.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	26.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	26.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	25.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	25.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	25.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	25.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	24.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	24.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	24.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	24.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	24.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	23.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	21.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	19.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	15.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	14.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	14.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	11.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	9.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	6.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

YIF1A is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 50.34

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

44.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	108.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	103.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	94.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	90.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	90.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	80.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	76.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	68.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	67.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	67.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	67.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	63.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	62.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	59.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	59.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	56.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	54.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	54.5
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	53.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	53.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	53.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	53.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	51.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	51.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	50.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	50.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	49.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	49.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	48.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	47.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	47.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	47.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	47.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	46.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	46.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	46.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	46.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	45.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	45.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	45.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	44.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	44.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	44.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	43.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	43.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	43.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	43.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	43.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	42.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	42.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	42.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	41.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	41.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	41.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	41.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	41.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	41.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	39.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	38.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	38.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	38.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	38.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	37.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	37.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	37.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	37.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	37.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	36.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	36.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	36.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	36.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	35.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	35.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	33.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	33.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	33.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	31.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	31.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	30.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	30.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	29.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	28.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	28.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	28.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	27.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	27.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	26.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	25.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	25.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	22.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	22.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	22.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	21.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	20.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	19.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

YIF1A is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 60.03

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

68.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	164.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	145.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	141.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	137.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	134.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	132.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	130.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	128.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	125.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	123.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	122.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	119.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	119.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	115.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	115.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	114.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	110.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	109.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	108.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	107.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	106.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	106.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	106.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	105.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	104.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	103.7
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	103.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	102.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	102.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	101.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	100.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	100.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	99.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	99.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	98.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	98.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	97.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	97.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	97.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	97.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	96.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	95.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	94.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	93.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	93.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	92.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	92.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	91.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	91.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	90.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	89.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	89.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	87.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	86.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	86.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	86.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	86.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	86.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	85.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	85.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	85.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	85.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	85.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	85.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	85.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	84.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	83.9
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	82.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	82.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	82.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	81.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	81.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	81.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	81.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	80.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	80.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	80.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	80.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	80.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	80.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	80.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	80.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	79.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	79.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	79.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	78.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	78.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	78.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	78.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	77.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	77.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	77.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	76.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	76.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	75.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	75.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	75.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	75.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	74.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	74.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	74.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	74.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	73.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	73.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	73.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	72.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	72.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	72.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	72.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	72.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	71.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	71.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	71.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	71.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	71.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	71.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	71.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	71.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	71.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	70.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	70.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	70.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	70.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	69.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	69.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	69.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	69.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	68.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	68.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	67.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	67.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	67.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	67.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	67.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	66.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	66.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	66.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	66.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	66.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	66.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	66.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	66.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	66.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	66.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	65.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	65.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	65.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	65.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	65.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	65.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	64.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	64.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	64.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	64.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	64.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	64.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	63.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	63.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	63.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	63.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	63.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	63.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	62.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	62.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	62.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	62.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	62.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	62.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	61.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	61.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	61.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	61.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	61.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	61.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	60.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	60.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	60.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	60.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	59.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	59.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	59.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	59.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	59.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	58.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	58.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	58.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	58.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	58.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	58.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	58.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	58.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	57.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	57.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	57.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	57.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	57.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	56.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	56.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	55.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	55.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	55.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	55.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	55.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	55.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	55.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	54.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	54.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	53.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	53.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	53.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	53.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	53.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	53.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	52.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	52.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	52.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	51.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	51.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	50.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	50.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	50.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	49.7
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	49.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	49.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	49.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	49.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	49.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	48.8
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	48.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	47.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	47.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	47.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	46.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	46.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	46.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	46.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	45.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	44.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	44.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	44.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	43.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	42.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	42.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	42.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	41.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	41.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	40.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	39.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	39.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	39.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	39.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	39.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	38.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	38.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	38.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	38.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	37.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	37.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	35.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	35.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	34.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	34.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	32.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	32.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	31.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	29.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	29.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	28.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	28.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	27.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	24.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	24.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	22.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	21.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	21.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	20.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	18.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	16.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	8.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA076194
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