Expression of PEF1 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

PEF1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.03

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

43.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	94.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	82.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	75.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	75.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	64.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	61.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	57.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	57.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	56.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	54.9
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	52.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	50.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	50.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	48.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	47.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	47.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	46.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	46.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	46.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	45.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	45.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	45.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	44.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	44.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	44.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	42.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	42.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	42.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	41.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	41.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	40.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	40.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	40.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	40.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	40.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	40.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	39.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	39.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	39.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	38.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	37.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	37.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	37.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	37.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	37.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	36.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	36.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	36.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	34.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	34.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	34.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	33.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	33.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	32.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	32.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	32.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	31.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	31.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	30.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	28.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	28.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	27.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	26.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	24.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PEF1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 65.51

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

54.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	168.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	104.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	91.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	90.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	88.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	86.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	84.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	84.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	83.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	82.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	82.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	81.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	81.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	80.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	80.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	79.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	79.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	79.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	79.2
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	79.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	79.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	78.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	78.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	78.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	77.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	77.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	77.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	77.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	77.0
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	76.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	76.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	76.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	76.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	75.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	75.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	75.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	75.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	74.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	74.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	74.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	74.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	73.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	73.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	73.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	72.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	72.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	72.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	72.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	72.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	71.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	71.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	71.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	71.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	71.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	71.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	71.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	71.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	70.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	70.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	70.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	70.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	70.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	70.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	70.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	70.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	69.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	69.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	69.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	69.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	69.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	69.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	69.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	69.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	69.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	68.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	68.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	68.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	68.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	68.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	68.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	68.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	68.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	68.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	67.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	67.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	67.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	67.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	67.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	67.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	67.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	67.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	67.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	67.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	67.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	67.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	66.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	66.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	66.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	66.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	66.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	66.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	66.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	66.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	66.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	66.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	66.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	66.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	65.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	65.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	65.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	65.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	65.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	65.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	65.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	65.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	65.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	64.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	64.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	64.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	64.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	64.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	64.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	64.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	63.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	63.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	63.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	63.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	63.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	63.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	63.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	63.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	63.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	63.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	63.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	63.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	63.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	62.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	62.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	62.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	62.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	62.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	62.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	62.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	62.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	62.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	62.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	62.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	62.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	62.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	62.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	61.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	61.8
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	61.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	61.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	61.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	61.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	61.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	61.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	61.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	61.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	61.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	61.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	61.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	61.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	60.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	60.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	60.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	60.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	60.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	60.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	60.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	60.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	60.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	60.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	60.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	60.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	60.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	59.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	59.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	59.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	59.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	59.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	59.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	59.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	59.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	59.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	59.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	59.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	59.2
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	59.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	58.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	58.9
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	58.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	58.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	58.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	58.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	58.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	58.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	58.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	58.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	58.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	58.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	58.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	57.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	57.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	57.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	57.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	57.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	57.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	57.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	57.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	57.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	57.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	57.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	57.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	57.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	57.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	57.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	56.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	56.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	56.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	56.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	56.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	56.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	56.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	56.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	56.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	56.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	56.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	56.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	56.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	56.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	55.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	55.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	55.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	55.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	55.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	55.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	55.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	55.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	55.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	55.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	55.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	55.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	55.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	55.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	55.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	55.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	54.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	54.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	54.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	54.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	54.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	54.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	54.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	54.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	54.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	54.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	54.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	54.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	53.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	53.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	53.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	53.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	53.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	53.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	53.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	53.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	53.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	53.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	53.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	53.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	53.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	53.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	53.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	53.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	53.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	53.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	53.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	53.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	53.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	52.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	52.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	52.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	52.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	52.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	52.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	52.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	52.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	52.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	52.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	51.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	51.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	51.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	51.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	51.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	51.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	51.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	51.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	51.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	51.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	51.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	51.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	51.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	50.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	50.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	50.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	50.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	50.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	50.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	50.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	50.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	50.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	50.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	50.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	50.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	49.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	49.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	49.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	49.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	49.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	49.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	49.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	49.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	49.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	49.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	49.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	49.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	49.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	49.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	48.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	48.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	48.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	48.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	48.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	48.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	48.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	48.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	48.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	48.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	48.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	48.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	48.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	48.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	48.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	48.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	48.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	47.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	47.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	47.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	47.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	47.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	47.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	47.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	47.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	47.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	47.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	46.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	46.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	46.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	46.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	46.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	46.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	46.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	46.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	46.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	46.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	45.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	45.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	45.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	45.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	45.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	45.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	45.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	45.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	45.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	45.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	45.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	44.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	44.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	44.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	44.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	44.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	44.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	44.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	44.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	44.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	44.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	44.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	44.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	44.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	43.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	43.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	43.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	43.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	43.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	43.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	43.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	43.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	43.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	42.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	42.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	42.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	42.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	42.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	42.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	42.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	42.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	42.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	42.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	42.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	42.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	42.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	42.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	42.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	41.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	41.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	41.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	41.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	41.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	41.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	41.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	40.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	40.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	40.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	40.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	40.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	40.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	40.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	40.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	39.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	39.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	39.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	39.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	39.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	39.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	39.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	39.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	39.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	39.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	39.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	39.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	39.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	39.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	39.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	39.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	38.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	38.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	38.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	38.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	38.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	38.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	37.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	37.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	37.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	37.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	37.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	37.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	37.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	37.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	37.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	37.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	37.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	36.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	36.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	36.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	36.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	36.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	36.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	36.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	36.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	35.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	35.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	35.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	35.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	35.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	35.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	34.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	34.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	34.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	34.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	34.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	34.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	34.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	33.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	33.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	33.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	32.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	32.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	32.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	32.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	31.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	31.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	31.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	31.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	31.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	30.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	30.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	30.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	29.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	29.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	28.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	27.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	27.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	26.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	24.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	24.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	24.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	23.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	23.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	23.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	23.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	22.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	21.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	21.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	21.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	19.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	17.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	14.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	12.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PEF1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.61

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

44.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	75.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	67.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	66.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	64.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	62.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	61.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	61.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	60.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	58.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	58.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	57.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	57.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	57.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	57.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	56.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	54.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	53.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	52.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	51.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	51.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	51.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	51.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	51.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	50.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	50.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	50.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	50.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	50.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	49.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	49.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	48.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	48.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	48.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	48.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	48.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	48.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	47.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	47.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	47.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	47.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	47.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	47.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	46.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	46.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	46.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	45.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	45.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	45.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	45.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	45.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	45.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	44.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	44.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	43.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	43.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	43.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	42.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	41.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	41.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	41.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	41.4
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	41.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	41.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	41.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	40.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	39.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	39.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	39.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	39.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	38.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	37.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	37.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	37.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	37.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	36.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	36.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	36.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	36.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	36.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	35.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	35.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	34.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	34.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	33.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	33.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	32.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	31.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	30.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	29.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	29.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	28.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	27.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	26.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	26.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	26.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	25.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	21.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	18.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

PEF1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 52.49

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

55.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	185.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	112.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	102.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	98.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	97.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	93.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	86.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	85.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	84.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	83.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	82.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	81.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	81.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	81.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	80.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	79.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	79.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	79.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	79.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	79.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	79.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	78.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	78.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	77.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	77.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	77.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	76.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	75.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	75.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	75.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	75.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	75.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	75.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	74.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	74.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	74.1
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	74.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	72.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	72.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	72.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	71.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	71.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	71.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	71.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	71.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	70.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	70.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	70.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	70.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	69.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	69.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	69.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	68.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	68.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	68.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	68.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	68.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	67.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	67.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	67.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	67.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	67.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	67.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	67.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	67.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	66.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	66.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	66.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	65.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	65.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	64.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	64.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	64.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	64.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	64.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	64.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	63.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	63.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	63.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	63.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	62.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	62.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	62.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	62.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	61.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	61.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	61.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	61.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	61.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	61.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	61.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	61.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	61.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	61.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	60.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	60.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	60.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	60.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	60.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	60.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	60.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	60.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	59.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	59.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	59.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	59.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	59.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	59.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	59.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	59.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	58.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	58.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	58.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	58.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	58.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	58.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	58.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	58.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	58.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	57.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	57.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	57.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	57.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	57.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	57.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	56.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	56.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	56.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	56.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	56.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	56.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	55.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	55.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	55.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	55.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	55.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	55.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	54.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	54.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	54.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	54.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	54.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	54.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	54.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	53.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	53.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	53.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	53.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	53.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	53.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	52.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	52.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	52.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	52.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	51.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	51.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	51.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	51.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	51.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	51.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	50.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	50.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	50.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	50.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	50.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	50.3
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	50.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	50.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	50.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	49.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	49.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	49.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	49.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	49.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	49.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	49.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	49.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	49.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	49.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	48.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	48.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	48.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	47.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	47.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	47.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	47.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	47.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	47.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	46.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	46.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	46.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	46.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	46.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	45.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	45.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	45.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	45.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	45.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	45.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	44.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	44.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	44.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	44.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	44.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	43.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	43.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	43.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	43.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	43.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	43.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	43.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	43.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	43.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	42.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	42.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	42.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	42.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	42.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	42.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	42.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	42.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	42.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	42.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	42.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	41.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	41.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	41.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	41.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	41.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	41.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	41.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	41.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	41.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	41.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	41.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	40.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	40.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	39.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	39.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	39.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	39.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	39.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	39.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	38.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	38.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	38.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	37.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	37.4
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	37.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	36.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	36.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	36.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	36.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	36.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	35.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	35.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	35.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	35.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	35.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	35.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	35.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	34.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	34.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	34.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	33.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	33.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	31.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	31.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	29.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	29.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	28.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	28.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	27.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	27.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	26.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	26.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	25.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	21.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	14.5
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	13.7
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	12.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	12.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis