Expression of DCAF11 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

DCAF11 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.43

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

18.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	58.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	45.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	43.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	39.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	39.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	34.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	31.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	28.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	28.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	26.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	25.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	24.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	23.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	23.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	21.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	21.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	20.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	19.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	19.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	19.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	19.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	18.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	18.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	18.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	18.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	17.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	17.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	17.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	17.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	16.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	16.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	15.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	15.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	15.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	15.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	15.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	14.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	14.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	14.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	14.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	12.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	12.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	12.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	12.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	10.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	9.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	8.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	7.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	7.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	3.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	0.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DCAF11 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.51

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

10.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	28.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	28.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	25.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	20.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	20.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	20.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	20.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	19.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	19.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	19.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.7
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	19.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	19.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	19.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	18.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	18.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	18.5
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	18.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	18.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	18.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	18.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	17.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	17.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	17.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	17.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	17.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	17.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	17.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	17.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	17.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	17.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	16.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	16.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	16.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	16.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	16.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	16.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	16.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	16.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	16.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	15.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	15.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	15.7
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	15.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	15.6
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	15.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	15.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	15.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	15.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	15.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	15.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	15.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	15.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	15.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	15.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	15.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	15.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	15.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	15.1
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	15.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	14.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	14.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	14.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	14.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	14.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	14.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.7
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	14.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	14.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	14.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	14.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	14.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	14.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	14.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	14.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	14.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	14.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	14.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	14.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	14.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	14.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	14.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	13.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	13.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	13.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	13.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	13.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	13.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	13.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	13.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	13.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	13.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	13.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	13.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	13.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	13.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	13.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	13.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	13.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	13.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	13.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.0
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	12.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	12.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	12.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	12.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	12.6
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	12.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	12.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	12.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	12.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	12.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	12.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	12.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	12.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	12.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	12.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	12.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	12.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	12.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	12.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	12.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	11.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	11.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	11.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	11.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	11.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	11.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	11.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	11.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	11.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	11.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	11.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	11.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	11.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	11.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	11.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	11.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	11.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	11.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	11.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	11.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	11.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	11.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	11.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	11.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	11.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	11.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	10.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	10.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	10.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.8
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.8
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	10.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	10.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	10.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	10.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	10.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	10.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	10.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	10.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	10.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	10.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	10.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	10.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	10.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	10.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	10.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.4
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	10.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	10.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	10.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	10.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	10.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	10.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	10.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	10.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	10.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	10.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	10.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	10.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	10.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	10.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	9.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	9.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	9.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	9.5
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	9.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	9.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	9.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	9.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	9.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	9.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	9.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	9.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	9.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	9.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	9.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	9.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	9.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	9.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	9.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	9.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	9.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	9.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	8.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	8.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	8.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	8.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	8.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	8.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	8.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	8.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	8.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	8.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	8.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	8.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	8.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	8.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	8.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	8.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	8.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	8.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	8.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	8.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	8.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	8.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	8.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	8.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	8.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	8.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	8.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	8.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	8.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	8.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	7.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	7.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	7.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	7.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	7.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	7.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	7.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	7.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	7.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	7.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	7.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	7.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	7.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	6.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	6.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	6.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	6.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	6.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	6.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	6.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	6.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	6.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	6.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	6.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	6.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	6.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	6.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	6.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	6.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	6.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	6.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	6.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	6.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	6.2
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	6.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	6.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	6.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	6.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	6.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	6.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	6.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	6.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	5.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	5.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	5.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	5.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	5.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	5.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	5.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	5.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	5.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	5.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	5.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	4.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	4.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	4.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	4.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	4.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	4.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	4.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	4.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	4.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	4.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	4.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	4.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	4.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	3.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	3.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	3.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	3.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	3.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	3.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	3.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	3.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	3.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	3.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	3.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	2.6
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	2.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	2.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	2.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	2.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DCAF11 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.94

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

12.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	21.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	20.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	19.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	19.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	19.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	18.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	17.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	16.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	16.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	16.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	16.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	15.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	15.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	15.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	15.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	15.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	15.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	14.8
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	14.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	14.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	13.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	13.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	13.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	13.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	13.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	13.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	13.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	13.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	13.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	12.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	12.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	12.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	12.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	12.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	12.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	11.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	11.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	11.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	11.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	11.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	11.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	10.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	10.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	10.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	10.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	9.1
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	9.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	9.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	8.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	8.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	8.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	8.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	7.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	7.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	7.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	6.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	6.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	5.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	5.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	4.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	4.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	3.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	2.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DCAF11 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.74

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

15.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	54.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	47.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	38.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	35.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	35.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	35.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	34.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	34.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	32.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	31.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	31.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	31.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	31.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	30.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	30.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	30.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	29.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	29.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	29.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	29.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	29.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	28.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	28.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	28.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	28.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	28.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	27.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	27.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	27.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	26.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	26.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	26.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	26.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	25.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	25.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	25.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	25.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	25.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	25.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	25.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	24.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	24.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	24.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	24.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	24.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	24.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	24.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	24.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	23.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	23.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	23.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	23.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	22.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	22.6
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	22.5
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	22.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	22.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	22.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	21.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	21.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	21.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	21.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	21.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	20.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	20.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	20.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	20.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	20.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	20.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	20.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	19.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	19.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	19.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	19.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.5
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	19.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	19.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	19.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	18.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	18.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	18.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	18.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	18.4
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	18.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	18.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	18.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	17.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	17.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	17.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	17.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	16.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	16.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	16.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	16.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	16.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	16.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	16.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	16.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	16.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	16.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	16.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	16.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	16.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	16.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.7
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	15.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	15.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	15.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	15.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	15.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	14.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	14.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	14.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	14.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	14.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	14.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	13.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	13.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	13.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	13.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	13.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	13.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	13.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	13.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	13.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	13.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	13.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	13.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	13.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	13.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	13.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	13.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	13.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	12.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	12.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	12.4
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	11.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	11.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	11.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	11.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	11.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	11.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	11.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	11.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	11.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	11.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	11.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	11.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	11.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	11.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	10.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	10.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	10.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.5
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	10.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	10.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	10.1
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	10.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	9.8
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	9.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	9.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	9.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	9.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	9.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	9.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	9.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	8.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	8.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	8.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	8.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	8.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	8.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	7.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	7.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	7.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	7.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	7.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	7.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	7.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	6.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	6.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	6.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	6.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	6.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	6.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	6.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	6.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	6.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	5.8
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	5.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	5.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	3.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	3.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	3.2
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	3.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	2.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	2.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	2.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	1.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	1.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	0.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA031157
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