Expression of WDR45B 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

WDR45B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.45

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

28.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	107.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	71.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	55.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	54.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	51.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	49.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	49.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	48.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	42.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	41.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	41.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	41.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	39.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	37.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	35.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	35.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	35.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	35.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	35.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	34.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	34.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	33.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	33.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	33.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	32.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	32.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	31.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	30.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	29.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	29.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	29.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	27.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	27.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	26.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	26.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	26.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	25.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	24.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	23.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	23.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	21.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	20.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	19.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.0
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	17.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	17.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	17.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	16.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	15.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	14.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	13.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	10.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	6.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

WDR45B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.39

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

39.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	92.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	83.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	82.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	78.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	76.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	75.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	74.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	74.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	74.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	73.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	72.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	71.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	70.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	69.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	69.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	69.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	68.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	68.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	68.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	66.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	65.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	65.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	64.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	63.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	63.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	63.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	63.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	62.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	62.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	61.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	61.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	61.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	61.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	61.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	60.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	60.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	59.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	59.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	59.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	58.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	58.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	58.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	58.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	58.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	58.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	58.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	58.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	57.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	57.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	57.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	57.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	56.9
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	56.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	56.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	56.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	56.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	56.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	55.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	55.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	55.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	55.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	55.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	55.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	55.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	55.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	55.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	55.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	54.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	54.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	54.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	54.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	54.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	54.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	54.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	54.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	53.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	53.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	53.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	52.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	52.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	52.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	52.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	52.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	52.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	52.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	52.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	52.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	52.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	52.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	52.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	52.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	52.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	52.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	52.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	52.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	51.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	51.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	51.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	51.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	51.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	51.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	51.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	51.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	51.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	50.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	50.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	50.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	50.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	50.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	50.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	50.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	50.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	50.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	49.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	49.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	49.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	49.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	49.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	49.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	49.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	49.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	49.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	49.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	49.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	49.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	49.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	49.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	48.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	48.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	48.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	48.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	48.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	48.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	48.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	48.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	48.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	48.4
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	48.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	48.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	48.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	48.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	48.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	48.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	48.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	48.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	48.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	47.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	47.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	47.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	47.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	47.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	47.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	47.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	47.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	47.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	47.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	47.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	47.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	47.1
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	47.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	46.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	46.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	46.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	46.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	46.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	46.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	46.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	46.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	46.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	46.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	46.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	46.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	46.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	46.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	46.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	46.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	46.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	46.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	46.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	46.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	46.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	46.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	45.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	45.9
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	45.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	45.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	45.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	45.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	45.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	45.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	45.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	45.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	45.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	45.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	45.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	45.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	45.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	44.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	44.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	44.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	44.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	44.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	44.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	44.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	44.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	44.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	44.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	44.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	44.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	44.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	44.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	44.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	43.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	43.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	43.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	43.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	43.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	43.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	43.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	43.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	43.6
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	43.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	43.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	43.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	43.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	43.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	43.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	43.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	43.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	43.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	42.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	42.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	42.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	42.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	42.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	42.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	42.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	42.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	42.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	42.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	42.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	42.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	42.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	42.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	42.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	42.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	41.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	41.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	41.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	41.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	41.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	41.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	41.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	41.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	41.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	41.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	41.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	41.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	41.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	41.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	40.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	40.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	40.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	40.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	40.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	40.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	40.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	40.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	40.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	40.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	40.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	40.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	40.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	40.5
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	40.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	40.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	40.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	40.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	39.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	39.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	39.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	39.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	39.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	39.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	39.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	39.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	39.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	39.5
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	39.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	39.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	38.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	38.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	38.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	38.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	38.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	38.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	38.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	38.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	38.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	37.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	37.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	37.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	37.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	37.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	37.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	36.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	36.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	36.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	36.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	36.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	36.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	36.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	36.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	36.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	36.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	35.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	35.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	35.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	35.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	35.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	35.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	35.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	35.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	35.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	35.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	35.0
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	35.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	35.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	34.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	34.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	34.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	34.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	34.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	34.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	34.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	34.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	34.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	34.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	34.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	33.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	33.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	33.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	33.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	33.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	33.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	33.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	33.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	33.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	33.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	33.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	32.9
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	32.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	32.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	32.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	32.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	32.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	32.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	32.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	32.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	32.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	32.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	32.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	32.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	31.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	31.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	31.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	31.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	31.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	31.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	31.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	30.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	30.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	30.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	30.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	30.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	30.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	30.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	30.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	30.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	30.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	30.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	30.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	29.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	29.7
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	29.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	29.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	29.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	29.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	29.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	28.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	28.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	28.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	28.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	28.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	28.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	28.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	28.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	27.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	27.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	27.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	26.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	26.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	26.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	26.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	26.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	26.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	25.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.8
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	25.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	25.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	25.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	25.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	25.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	25.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	24.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	24.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	24.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	24.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	24.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	23.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	23.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	23.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	23.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	23.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	23.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	23.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	22.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	22.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	22.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	22.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	22.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	22.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	22.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	22.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	22.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	21.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	21.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	21.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	21.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	21.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	21.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	21.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	21.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	20.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	20.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	20.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	20.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	20.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	19.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	19.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	19.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	19.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	19.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	18.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	18.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	18.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	18.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	18.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	18.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	17.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	17.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	17.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	16.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	16.7
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	16.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	16.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	16.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	15.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	15.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	15.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	15.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	15.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	15.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	14.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	14.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	14.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	14.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	14.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	13.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	13.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	13.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	13.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	13.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	13.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	12.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	12.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	12.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	12.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	11.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	10.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	8.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	7.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	7.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

WDR45B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 48.93

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

48.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	91.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	81.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	80.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	73.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	71.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	70.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	69.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	69.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	66.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	63.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	62.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	61.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	61.5
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	60.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	60.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	58.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	58.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	57.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	57.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	56.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	56.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	56.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	55.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	55.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	54.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	54.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	54.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	53.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	53.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	53.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	52.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	52.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	52.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	52.0
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	51.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	51.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	51.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	51.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	50.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	50.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	50.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	50.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	49.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	49.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	49.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	49.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	49.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	49.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	48.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	47.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	47.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	47.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	47.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	47.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	46.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	46.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	46.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	46.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	45.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	45.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	45.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	44.8
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	44.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	44.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	44.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	44.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	44.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	44.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	43.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	42.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	41.8
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	41.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	41.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	40.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	39.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	39.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	39.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	39.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	38.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	37.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	37.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	37.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	35.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	35.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	34.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	34.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	34.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	34.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	33.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	33.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	32.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	32.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	28.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	28.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	27.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	27.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	24.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	20.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

WDR45B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 52.63

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

34.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	90.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	89.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	87.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	84.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	84.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	79.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	79.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	78.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	77.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	76.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	76.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	74.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	74.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	72.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	72.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	72.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	70.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	70.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	70.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	69.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	68.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	67.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	67.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	66.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	66.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	64.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	63.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	62.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	62.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	62.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	62.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	62.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	61.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	61.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	60.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	60.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	60.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	60.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	59.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	59.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	58.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	57.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	57.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	56.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	56.5
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	56.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	55.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	55.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	55.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	54.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	54.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	54.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	54.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	54.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	53.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	53.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	53.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	53.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	52.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	52.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	51.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	51.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	51.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	50.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	50.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	50.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	50.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	50.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	50.2
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	50.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	50.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	50.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	49.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	49.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	49.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	49.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	48.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	48.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	47.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	47.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	47.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	47.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	46.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	46.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	45.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	45.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	45.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	45.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	44.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	44.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	44.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	44.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	44.3
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	44.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	43.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	43.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	43.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	43.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	43.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	43.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	42.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	42.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	42.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	42.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	41.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	41.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	41.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	41.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	41.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	40.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	40.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	39.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	39.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	39.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	39.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	39.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	38.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	38.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	38.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	37.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	37.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	37.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	37.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	37.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	37.1
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	36.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	36.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	36.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	36.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	35.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	35.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	35.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	35.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	35.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	34.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	34.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	34.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	33.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	33.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	32.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	32.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	31.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	31.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	31.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	31.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	31.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	31.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	31.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	30.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	30.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	30.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	30.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	30.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	29.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	29.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	29.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	29.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	29.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	28.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	28.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	28.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	28.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	28.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	27.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.8
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	27.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	27.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	27.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	27.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	26.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	26.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	26.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	26.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	25.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	24.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	24.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	24.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	24.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	24.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	24.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	23.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	23.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	23.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	23.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	23.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	23.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	22.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	22.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	22.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	22.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	22.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	21.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	21.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	21.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	21.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	21.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	20.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	20.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	20.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	19.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	19.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	18.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	18.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	18.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	18.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	17.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	16.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	16.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	16.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	15.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	15.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	15.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	15.2
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	14.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	14.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	14.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	13.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	13.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	13.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	13.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	13.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	12.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	12.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	12.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	11.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	11.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	11.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	10.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	10.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	9.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	8.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.2
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	7.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	2.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	0.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	0.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	0.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	0.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	0.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	0.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis