Expression of WDR6 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

WDR6 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 69.29

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

66.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	160.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	135.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	133.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	116.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	116.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	113.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	113.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	109.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	107.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	101.4
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	99.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	89.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	86.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	82.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	81.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	79.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	78.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	77.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	76.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	76.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	73.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	73.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	73.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	69.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	69.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	69.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	68.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	68.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	68.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	66.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	66.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	65.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	63.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	60.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	59.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	58.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	52.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	52.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	51.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	51.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	50.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	49.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	48.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	48.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	46.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	45.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	44.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	43.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	43.3
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	42.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	42.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	41.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	41.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	40.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	40.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	38.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	38.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	37.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	36.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	34.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	33.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	28.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	27.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	20.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

WDR6 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 33.23

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

40.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	117.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	111.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	109.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	101.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	99.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	99.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	95.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	92.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	90.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	89.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	84.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	84.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	84.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	83.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	81.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	81.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	81.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	81.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	78.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	77.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	77.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	76.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	74.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	74.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	72.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	71.3
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	71.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	69.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	68.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	68.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	68.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	67.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	67.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	67.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	66.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	66.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	66.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	65.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	65.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	65.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	64.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	64.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	64.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	64.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	64.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	64.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	64.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	63.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	63.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	63.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	62.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	62.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	62.4
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	62.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	61.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	61.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	60.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	60.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	60.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	60.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	60.2
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	59.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	59.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	59.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	59.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	59.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	59.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	58.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	58.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	57.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	57.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	57.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	57.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	57.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	56.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	56.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	56.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	56.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	56.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	56.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	55.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	55.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	55.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	55.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	55.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	55.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	55.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	55.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	54.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	54.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	54.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	54.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	54.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	53.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	53.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	53.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	52.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	52.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	52.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	52.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	52.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	52.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	52.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	52.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	51.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	51.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	51.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	51.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	51.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	51.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	51.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	51.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	51.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	51.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	50.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	50.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	50.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	49.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	49.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	49.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	49.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	49.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	49.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	49.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	49.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	49.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	49.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	49.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	49.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	49.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	49.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	49.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	49.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	48.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	48.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	48.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	48.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	48.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	47.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	47.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	47.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	47.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	47.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	47.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	47.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	47.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	47.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	47.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	46.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	46.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	46.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	46.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	46.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	46.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	46.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	46.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	46.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	45.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	45.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	45.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	45.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	45.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	45.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	45.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	45.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	45.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	45.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	45.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	44.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	44.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	44.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	44.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	44.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	44.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	44.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	44.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	44.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	44.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	44.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	44.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	44.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	44.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	43.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	43.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	43.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	43.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	43.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	43.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	43.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	43.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	43.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	43.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	43.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	43.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	43.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	43.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	43.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	43.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	42.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	42.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	42.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	42.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	42.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	42.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	42.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	42.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	42.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	42.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	42.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	42.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	41.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	41.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	41.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	41.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	41.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	41.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	41.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	41.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	41.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	41.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	41.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	41.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	41.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	41.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	40.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	40.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	40.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	40.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	40.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	40.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	40.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	40.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	40.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	40.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	39.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	39.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	39.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	39.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	39.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	39.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	39.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	39.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	38.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	38.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	38.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	38.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	38.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	38.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	38.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	38.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	38.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	38.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	38.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	38.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	38.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	38.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	37.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	37.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	37.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	37.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	37.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	37.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	37.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	37.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	37.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	37.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	37.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	37.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	37.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	37.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	37.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	37.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	37.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	37.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	37.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	37.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	36.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	36.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	36.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	36.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	36.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	36.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	36.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	36.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	36.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	36.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	36.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	36.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	35.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	35.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	35.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	35.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	35.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	35.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	35.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	35.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	35.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	35.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	35.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	35.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	34.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	34.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	34.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	34.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	34.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	34.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	34.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	34.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	34.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	34.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	34.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	34.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	34.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	34.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	34.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	34.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	33.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	33.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	33.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	33.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	33.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	33.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	33.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	33.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	33.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	33.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	33.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	33.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	33.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	33.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	33.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	33.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	33.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	33.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	32.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	32.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	32.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	32.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	32.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	32.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	32.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	32.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	32.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	31.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	31.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	31.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	31.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	31.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	31.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	31.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	31.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	31.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	31.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	31.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	31.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	31.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	31.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	31.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	31.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	31.0
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	30.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	30.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	30.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	30.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	30.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	30.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	30.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	30.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	30.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	30.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	30.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	30.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	30.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	30.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	30.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	30.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	30.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	30.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	30.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	30.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	30.0
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	30.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	30.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	29.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	29.5
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	29.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	29.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	29.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	29.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	29.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	29.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	29.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	29.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	29.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	29.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	29.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	29.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	28.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	28.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	28.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	28.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	28.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	28.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	28.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	28.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	28.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	28.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	28.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	28.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	28.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	28.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	28.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	27.7
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	27.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	27.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	26.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	26.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	26.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	26.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	26.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	26.5
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	26.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	26.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	26.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	26.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	26.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	26.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	26.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	26.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	25.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	25.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	25.8
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	25.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	25.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	25.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	25.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	25.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	25.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	25.3
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	25.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	25.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	24.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	24.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	24.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	24.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	24.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	24.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	24.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	24.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	24.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	24.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	24.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	23.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	23.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	23.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	23.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	23.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	23.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	23.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	23.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	23.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	23.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	23.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	23.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	22.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	22.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	22.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	22.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	22.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	22.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	21.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	21.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	21.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	21.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	21.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	21.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	21.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	20.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	20.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	20.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	20.5
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	20.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	20.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	19.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	19.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	19.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	19.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	18.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	18.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	18.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	17.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	17.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	17.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	17.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	16.0
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	15.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	15.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	14.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	12.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	11.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	6.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	5.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

WDR6 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 42.27

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

41.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	75.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	72.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	69.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	68.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	62.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	62.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	61.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	60.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	60.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	59.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	59.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	58.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	57.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	57.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	56.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	56.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	55.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	54.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	53.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	52.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	50.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	49.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	49.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	48.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	48.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	47.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	47.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	46.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	46.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	46.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	46.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	46.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	45.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	45.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	45.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	45.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	44.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	44.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	44.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	43.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	42.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	42.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	42.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	42.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	42.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	41.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	41.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	41.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	40.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	40.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	39.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	39.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	39.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	39.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	39.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	39.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	38.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	38.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	38.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	38.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	38.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	38.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	38.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	37.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	37.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	37.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	37.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	36.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	36.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	35.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	35.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	35.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	35.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	35.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	33.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	32.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	32.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	31.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	31.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	30.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	30.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	28.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	28.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	28.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	28.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	26.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	26.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	26.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	25.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	25.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	24.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	24.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	22.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	19.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	17.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	16.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	14.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

WDR6 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 61.09

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

88.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	246.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	184.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	181.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	180.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	178.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	177.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	174.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	172.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	164.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	161.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	159.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	154.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	152.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	151.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	150.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	144.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	144.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	143.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	141.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	141.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	140.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	138.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	138.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	138.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	135.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	135.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	133.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	133.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	131.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	131.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	130.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	130.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	129.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	128.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	128.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	127.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	126.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	126.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	125.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	125.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	125.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	123.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	123.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	123.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	123.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	122.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	122.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	122.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	115.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	114.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	114.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	114.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	113.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	113.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	113.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	113.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	112.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	112.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	112.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	111.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	111.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	111.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	110.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	109.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	109.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	109.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	108.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	108.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	108.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	107.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	107.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	106.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	105.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	105.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	105.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	105.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	105.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	105.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	105.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	104.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	103.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	102.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	102.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	102.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	101.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	101.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	101.1
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	100.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	100.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	100.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	100.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	99.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	97.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	97.8
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	97.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	97.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	97.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	96.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	96.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	96.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	95.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	95.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	94.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	94.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	94.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	94.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	94.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	93.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	92.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	92.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	92.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	91.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	91.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	91.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	91.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	91.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	90.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	90.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	89.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	89.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	88.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	88.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	87.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	87.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	87.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	87.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	87.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	87.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	87.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	86.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	86.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	86.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	85.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	84.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	84.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	84.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	84.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	84.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	84.1
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	83.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	83.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	83.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	83.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	82.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	82.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	82.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	82.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	82.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	81.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	81.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	81.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	81.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	81.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	81.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	81.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	81.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	81.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	81.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	80.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	80.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	79.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	79.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	79.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	78.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	78.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	77.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	77.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	77.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	77.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	76.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	76.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	75.6
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	75.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	74.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	74.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	74.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	73.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	73.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	73.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	73.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	72.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	72.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	72.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	72.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	72.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	71.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	71.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	71.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	71.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	71.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	70.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	70.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	70.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	70.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	70.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	69.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	69.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	68.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	68.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	68.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	67.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	67.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	66.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	65.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	65.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	65.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	65.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	64.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	64.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	64.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	63.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	63.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	63.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	63.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	63.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	63.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	62.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	62.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	62.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	61.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	61.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	61.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	60.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	60.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	60.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	59.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	59.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	59.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	59.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	58.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	58.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	58.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	58.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	57.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	56.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	56.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	56.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	55.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	54.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	54.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	54.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	54.3
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	54.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	53.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	53.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	52.2
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	50.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	49.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	49.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	49.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	49.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	48.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	48.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	48.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	46.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	45.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	44.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	43.7
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	43.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	42.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	42.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	42.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	41.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	41.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	40.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	40.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	39.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	36.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	36.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	36.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	36.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	36.2
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	35.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	34.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	34.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	30.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	30.1
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	27.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	25.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	22.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	21.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011410003	Tumor	1.1
CPT0063320003	Tumor	0.7
CPT0001340003	Tumor	0.6
CPT0012550003	Tumor	0.6
CPT0002270011	Tumor	0.6
CPT0001260009	Tumor	0.6
CPT0065690003	Tumor	0.4
CPT0079230003	Tumor	0.4
CPT0006900003	Tumor	0.4
CPT0025290003	Tumor	0.4
CPT0002350011	Tumor	0.4
CPT0015910003	Tumor	0.4
CPT0078510003	Tumor	0.4
CPT0092290003	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0024680001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0079180003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0081880003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0092310003	Normal	0.3
CPT0076350001	Normal	0.3
CPT0088550004	Tumor	0.3
CPT0075570001	Normal	0.3
CPT0066470004	Tumor	0.3
CPT0000870016	Tumor	0.2
CPT0014160003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0007860003	Tumor	0.2
CPT0078530001	Normal	0.2
CPT0088760003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0020120003	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0088570001	Normal	0.2
CPT0088780001	Normal	0.2
CPT0092740003	Normal	0.2
CPT0010170001	Normal	0.2
CPT0007870001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0019990003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0065430003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0086890003	Normal	0.1
CPT0001190001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0000640003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0082010001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0012180003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0092790003	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0001350001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0025610001	Normal	0.1
CPT0088630003	Tumor	0.1
CPT0012770003	Normal	0.1
CPT0000790001	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0065450001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0078990003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0010120001	Normal	0.0
CPT0078800003	Tumor	0.0
CPT0078660003	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0088500001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0088710001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0086370003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0017850003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0077500001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0012640003	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0001230001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0085670003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0001500009	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0092190003	Normal	-0.1
CPT0084590001	Normal	-0.1
CPT0025230003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0088970003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0023350003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0020130001	Normal	-0.1
CPT0071150004	Tumor	-0.1
CPT0089480003	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0006440003	Tumor	-0.1
CPT0078940001	Normal	-0.1
CPT0025350003	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0012370003	Tumor	-0.1
CPT0025920001	Normal	-0.2
CPT0078830003	Tumor	-0.2
CPT0025050003	Tumor	-0.2
CPT0014450004	Tumor	-0.2
CPT0019160001	Normal	-0.2
CPT0084560003	Tumor	-0.2
CPT0015730003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0066430001	Normal	-0.2
CPT0009060003	Tumor	-0.2
CPT0000780007	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0026420001	Normal	-0.2
CPT0088690003	Tumor	-0.2
CPT0079000001	Normal	-0.2
CPT0025880003	Tumor	-0.2
CPT0065930003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0011240003	Tumor	-0.3
CPT0077110003	Tumor	-0.3
CPT0086950003	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0065870003	Tumor	-0.3
CPT0075720003	Tumor	-0.3
CPT0069000003	Tumor	-0.4
CPT0007470001	Normal	-0.4
CPT0007320003	Tumor	-0.4
CPT0086830003	Normal	-0.6
CPT0069010001	Normal	-0.6
CPT0086820003	Tumor	-0.6
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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 HPA042622
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