Expression of PREB 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

PREB is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.02

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

28.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	130.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	54.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	52.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	47.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	47.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	46.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	42.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	40.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	39.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	38.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	37.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	36.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	35.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	34.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	33.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	33.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	31.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	30.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	29.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	29.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	28.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	28.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	28.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	28.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	28.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	28.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	27.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	26.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	25.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	25.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	25.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	25.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	25.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	25.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	24.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	24.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	24.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	24.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	24.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	23.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	22.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	22.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	21.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	21.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	21.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	21.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	21.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	19.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	19.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	18.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	17.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	16.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	16.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	16.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	15.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	14.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	13.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	13.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	9.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.76

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

35.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	92.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	92.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	76.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	74.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	71.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	69.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	69.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	67.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	66.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	65.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	65.1
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	65.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	64.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	64.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	63.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	63.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	63.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	62.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	62.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	62.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	61.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	61.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	60.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	59.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	59.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	58.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	58.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	57.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	56.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	56.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	55.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	55.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	55.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	54.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	54.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	54.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	53.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	53.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	53.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	53.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	52.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	52.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	52.6
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	52.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	51.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	51.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	50.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	50.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	50.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	50.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	50.1
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	49.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	49.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	49.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	49.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	48.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	48.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	47.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	47.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	47.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	47.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	47.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	47.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	46.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	46.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	46.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	46.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	45.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	45.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	45.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	45.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	45.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	45.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	45.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	45.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	45.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	45.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	45.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	45.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	45.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	44.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	44.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	44.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	44.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	44.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	44.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	44.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	43.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	43.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	43.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	43.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	43.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	43.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	43.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	43.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	43.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	43.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	43.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	43.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	43.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	42.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	42.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	42.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	42.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	42.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	42.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	42.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	42.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	42.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	42.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	42.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	42.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	41.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	41.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	41.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	41.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	41.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	41.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	41.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	41.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	41.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	41.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	41.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	41.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	41.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	40.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	40.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	40.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	40.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	40.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	40.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	40.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	40.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	40.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	40.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	40.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	40.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	40.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	40.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	40.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	40.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	40.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	40.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	39.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	39.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	39.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	39.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	39.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	39.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	39.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	39.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	39.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	39.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	39.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	39.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	39.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	39.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	39.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	38.9
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	38.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	38.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	38.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	38.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	38.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	38.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	38.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	38.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	38.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	38.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	38.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	38.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	38.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	38.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	38.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	38.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	38.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	38.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	38.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	38.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	38.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	37.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	37.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	37.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	37.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	37.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	37.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	37.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	37.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	37.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	37.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	37.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	37.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	37.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	37.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	37.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	37.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	37.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	37.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	36.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	36.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	36.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	36.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	36.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	36.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	36.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	36.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	36.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	36.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	36.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	36.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	36.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	36.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	36.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	36.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	36.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	35.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	35.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	35.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	35.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	35.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	35.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	35.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	35.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	35.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	35.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	35.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	35.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	35.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	35.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	35.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	34.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	34.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	34.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	34.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	34.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	34.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	34.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	34.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	34.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	34.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	34.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	34.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	34.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	34.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	34.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	34.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	34.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	34.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	34.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	34.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	34.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	34.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	34.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	34.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	34.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	34.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	34.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	34.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	33.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	33.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	33.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	33.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	33.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	33.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	33.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	33.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	33.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	33.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	33.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	33.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	33.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	33.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	33.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	33.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	33.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	33.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	33.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	33.4
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	33.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	33.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	33.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	33.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	33.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	33.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	33.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	33.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	33.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	33.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	33.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	33.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	32.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	32.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	32.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	32.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	32.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	32.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	32.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	32.3
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	32.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	32.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	32.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	32.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	32.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	31.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	31.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	31.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	31.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	31.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	31.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	31.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	31.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	31.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	31.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	31.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	31.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	31.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	31.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	31.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	31.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	31.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	31.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	31.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	31.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	31.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	30.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	30.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	30.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	30.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	30.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	30.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	30.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	30.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	30.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	30.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	30.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	30.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	30.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	30.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	30.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	30.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	30.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	30.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	30.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	30.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	30.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	30.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	30.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	30.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	29.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	29.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	29.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	29.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	29.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	29.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	29.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	29.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	29.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	29.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	29.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	28.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	28.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	28.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	28.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	28.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	28.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	28.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	28.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	28.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	28.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	28.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	28.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	28.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	28.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	28.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	28.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	28.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	28.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	27.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	27.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	27.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	27.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	27.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	27.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	27.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	27.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	27.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	27.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	27.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	27.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	27.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	27.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	27.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	26.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	26.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	26.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	26.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	26.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	26.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	26.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	26.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	26.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	26.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	26.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	26.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	26.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	26.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	26.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	26.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	26.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	26.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	26.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	26.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	26.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	26.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	26.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	26.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	26.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	26.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	25.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	25.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	25.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	25.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	25.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	25.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	25.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	25.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	25.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	25.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	24.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	24.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	24.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	24.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	24.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	24.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	24.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	24.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	24.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	24.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	24.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	24.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	24.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	24.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	24.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	23.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	23.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	23.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	23.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	23.7
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	23.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	23.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	23.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	23.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	23.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	23.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	23.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	22.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	22.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	22.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	22.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	22.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	22.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	22.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	22.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	22.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	22.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	21.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	21.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	21.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	21.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	21.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	21.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	21.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	20.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	20.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	20.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	20.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	20.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	20.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	20.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	20.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	19.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	19.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	19.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	19.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	19.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	18.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	18.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	18.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	18.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	18.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	18.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	18.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	18.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	17.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	17.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	17.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	17.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	16.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	16.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	15.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	15.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	14.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	12.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	9.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.04

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

34.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	104.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	75.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	67.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	58.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	50.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	49.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	48.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	47.9
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	47.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	46.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	45.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	45.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	44.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	42.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	41.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	41.4
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	41.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	41.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	41.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	40.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	40.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	40.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	39.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	39.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	39.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	39.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	38.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	38.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	38.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	38.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	37.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	37.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	37.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	37.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	37.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	36.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	36.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	36.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	35.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	35.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	35.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	35.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	35.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	34.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	33.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	33.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	33.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	33.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	32.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	32.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	32.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	31.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	31.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	31.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	31.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	30.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	30.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	30.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	29.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	29.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	29.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	29.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	29.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	29.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	29.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	28.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	28.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	28.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	28.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	27.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	27.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	27.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	27.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	27.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	27.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	26.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	26.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	25.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	25.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	24.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	24.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	24.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	24.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	23.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	23.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	23.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	23.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	22.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	22.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	22.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	21.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	20.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	19.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	18.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	17.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 51.8

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

42.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	132.6
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	104.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	100.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	97.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	95.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	94.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	93.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	91.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	88.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	87.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	86.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	81.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	78.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	78.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	76.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	74.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	74.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	71.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	70.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	70.0
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	69.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	68.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	66.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	66.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	65.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	64.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	62.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	62.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	61.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	61.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	61.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	61.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	60.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	60.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	59.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	59.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	59.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	58.5
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	58.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	58.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	57.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	57.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	56.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	56.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	56.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	56.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	55.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	54.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	54.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	54.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	53.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	53.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	53.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	53.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	53.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	52.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	52.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	52.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	51.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	51.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	51.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	51.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	50.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	50.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	50.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	50.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	50.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	50.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	50.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	50.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	50.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	50.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	50.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	49.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	48.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	48.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	48.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	48.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	48.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	47.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	47.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	47.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	47.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	47.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	47.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	47.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	46.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	46.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	46.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	46.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	46.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	46.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	46.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	45.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	45.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	45.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	45.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	45.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	44.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	44.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	44.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	44.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	43.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	43.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	43.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	43.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	43.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	43.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	43.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	43.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	43.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	42.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	42.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	42.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	42.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	42.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	42.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	42.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	42.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	42.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	42.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	41.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	41.7
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	41.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	41.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	41.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	41.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	41.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	41.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	40.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	40.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	40.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	40.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	40.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	40.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	39.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	39.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	39.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	39.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	39.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	39.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	39.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	39.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	38.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	38.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	38.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	38.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	38.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	38.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	38.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	38.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	37.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	37.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	37.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	37.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	37.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	37.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	37.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	37.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	37.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	37.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	37.1
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	37.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	37.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	36.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	36.9
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	36.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	36.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	36.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	36.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	36.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	36.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	36.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	36.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	36.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	36.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	36.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	36.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	36.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	35.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	35.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	35.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	35.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	35.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	35.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	35.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	35.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	35.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	35.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	35.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	35.3
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	35.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	35.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	34.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	34.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	34.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	34.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	34.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	34.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	34.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	34.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	34.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	34.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	33.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	33.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	33.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	33.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	33.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	33.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	33.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	33.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	33.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	33.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	32.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	32.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	32.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	32.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	32.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	32.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	32.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	31.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	31.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	31.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	31.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	31.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	31.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	31.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	31.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	31.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	31.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	30.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	30.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	30.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	29.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	29.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	29.2
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	29.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	29.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	28.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	28.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	28.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	27.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	27.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	27.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	27.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	26.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	26.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	25.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	24.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	24.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	24.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	24.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	24.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	23.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	23.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	22.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	22.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	22.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	21.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	21.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	21.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	21.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	20.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	20.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	20.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	19.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	19.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	19.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	19.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	15.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	14.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	13.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	13.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001180009	Tumor	0.8
CPT0002350011	Tumor	0.6
CPT0086820003	Tumor	0.6
CPT0069160003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0007320003	Tumor	0.5
CPT0078800003	Tumor	0.5
CPT0089480003	Normal	0.5
CPT0002270011	Tumor	0.5
CPT0065750003	Tumor	0.5
CPT0078830003	Tumor	0.4
CPT0015730003	Tumor	0.4
CPT0092740003	Normal	0.4
CPT0001340003	Tumor	0.4
CPT0076330003	Tumor	0.4
CPT0025110003	Tumor	0.4
CPT0089460004	Tumor	0.4
CPT0020120003	Tumor	0.4
CPT0092310003	Normal	0.4
CPT0086030003	Tumor	0.4
CPT0081880003	Tumor	0.4
CPT0089040001	Normal	0.3
CPT0011410003	Tumor	0.3
CPT0092800003	Normal	0.3
CPT0000790001	Normal	0.3
CPT0087040003	Tumor	0.3
CPT0078840001	Normal	0.3
CPT0069000003	Tumor	0.3
CPT0086970003	Normal	0.3
CPT0088550004	Tumor	0.3
CPT0006730001	Normal	0.3
CPT0079270003	Tumor	0.3
CPT0065810003	Tumor	0.3
CPT0077310003	Tumor	0.3
CPT0075130003	Tumor	0.3
CPT0092160003	Tumor	0.3
CPT0007860003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0086830003	Normal	0.2
CPT0088640003	Normal	0.2
CPT0088710001	Normal	0.2
CPT0013790003	Normal	0.2
CPT0014160003	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0065430003	Tumor	0.2
CPT0066470004	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0088690003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0023710001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0066430001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0088780001	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0001500009	Tumor	0.1
CPT0012550003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0065690003	Tumor	0.1
CPT0019990003	Tumor	0.1
CPT0006950001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0001230001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0012670003	Tumor	0.1
CPT0026420001	Normal	0.1
CPT0078510003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0000660001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0025880003	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0079480003	Tumor	0.1
CPT0066520001	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0025580004	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0021240003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0015810003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0024670003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0006630003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0084590001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0081990003	Tumor	-0.1
CPT0065930003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0023350003	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0077320001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0092190003	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0078660003	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0071150004	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0023360001	Normal	-0.2
CPT0017850003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0012090003	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0025050003	Tumor	-0.2
CPT0092290003	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0000640003	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0012770003	Normal	-0.3
CPT0001550001	Normal	-0.3
CPT0012570003	Normal	-0.3
CPT0084560003	Tumor	-0.3
CPT0010120001	Normal	-0.3
CPT0025610001	Normal	-0.3
CPT0018250001	Normal	-0.3
CPT0001540009	Tumor	-0.3
CPT0012370003	Tumor	-0.3
CPT0012640003	Normal	-0.3
CPT0026410003	Tumor	-0.3
CPT0006440003	Tumor	-0.4
CPT0014470001	Normal	-0.4
CPT0009020003	Normal	-0.4
CPT0024680001	Normal	-0.5
CPT0077490003	Tumor	-0.5
CPT0012920003	Normal	-0.5
CPT0009060003	Tumor	-0.5
CPT0009080003	Normal	-0.6
CPT0000780007	Tumor	-0.6
CPT0079180003	Tumor	-0.6
CPT0011240003	Tumor	-0.7
CPT0017410003	Tumor	-1.0
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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 HPA013582	Antibody HPA014133
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