Expression of DCBLD2 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

DCBLD2 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.29

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

10.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	180.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	26.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	15.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	14.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	13.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	13.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	13.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	13.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	12.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	12.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	11.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	11.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	11.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	11.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	10.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	10.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	9.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	9.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	9.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	7.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	7.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	7.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	7.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.8
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	6.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	5.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	5.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	4.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	4.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	3.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	2.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	1.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	1.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DCBLD2 is validated prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.94

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

13.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	387.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	324.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	272.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	175.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	102.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	86.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	85.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	83.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	79.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	78.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	78.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	72.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	61.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	54.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	50.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	50.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	50.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	48.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	44.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	43.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	40.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	36.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	35.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	34.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	34.3
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	33.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	31.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	31.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	29.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	28.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	28.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	26.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	26.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	25.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	25.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	23.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	23.9
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	23.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	23.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	22.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	22.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	22.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	22.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	22.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	21.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	21.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	21.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	20.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	20.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	19.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	19.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	18.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	18.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	18.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	17.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	17.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	17.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	17.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	17.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	17.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	17.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	17.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	17.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	16.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	16.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	16.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	16.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	16.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	16.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	16.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	16.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	15.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	15.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	15.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	15.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	15.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	15.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	15.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	15.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	15.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	14.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	14.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	14.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	14.5
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	14.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.2
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.2
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	14.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	14.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	14.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	14.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	13.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	13.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	13.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	13.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	13.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	13.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	13.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	13.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	13.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	13.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	13.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	13.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.0
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	12.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	12.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	12.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	12.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	12.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	12.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	12.5
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	12.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	12.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	12.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	11.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	11.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	11.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	11.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	11.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	11.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	11.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	11.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	11.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	11.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	11.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	11.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	11.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	11.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	11.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	11.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	11.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	11.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	11.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	11.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	11.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	11.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	10.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	10.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	10.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	10.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	10.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	10.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	10.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	10.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	10.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	10.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	10.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	10.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	10.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.4
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	10.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	10.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	10.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	10.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	10.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	10.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	9.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	9.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	9.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	9.7
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	9.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	9.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	9.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	9.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	9.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	9.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	9.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	9.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	9.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	9.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	9.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	9.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	9.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	9.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	9.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	9.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	9.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	9.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	9.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	8.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	8.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	8.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	8.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	8.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	8.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	8.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	8.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	8.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	8.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	8.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	8.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	8.7
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	8.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	8.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	8.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	8.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	8.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	8.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	8.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	8.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	8.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	8.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	8.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	8.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	8.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	8.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	8.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	8.2
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	8.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	8.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.1
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	8.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	8.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	8.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	8.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	8.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	7.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	7.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	7.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	7.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	7.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	7.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	7.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	7.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	7.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	7.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	7.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	7.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.5
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	7.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	7.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	7.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	7.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	7.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	7.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	7.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	7.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	7.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	7.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	7.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.2
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	7.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	7.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	7.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	7.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	7.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	7.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	7.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	7.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	7.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	7.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	6.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	6.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	6.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	6.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	6.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	6.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	6.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	6.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	6.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	6.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	6.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	6.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	6.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	6.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	6.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	6.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	6.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	6.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	6.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	6.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	6.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	6.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	6.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	6.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	6.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	6.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	6.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	6.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	6.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	6.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	6.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	6.0
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.9
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	5.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	5.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	5.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	5.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	5.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	5.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	5.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	5.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	5.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	5.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	5.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	5.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	5.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	5.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	5.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	5.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	5.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	5.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	5.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	5.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	5.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	5.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	5.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	5.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	5.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	5.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	5.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	5.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	5.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	5.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	5.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	5.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	5.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	5.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	5.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	4.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	4.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	4.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	4.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.9
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	4.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	4.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	4.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	4.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	4.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	4.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	4.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	4.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	4.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	4.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	4.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	4.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	4.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	4.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	4.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	4.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	4.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	4.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	4.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	4.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	4.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	4.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	4.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	4.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	4.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	4.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	4.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	4.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	4.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	4.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	4.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	4.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	3.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	3.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	3.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	3.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	3.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	3.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	3.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	3.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	3.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	3.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	3.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	3.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	3.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	3.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	3.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	3.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	3.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	3.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	3.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	3.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	3.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	3.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	3.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	3.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	3.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	2.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	2.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	2.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	2.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	2.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	2.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	2.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	2.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	2.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	2.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	2.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	2.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	1.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	1.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DCBLD2 is validated prognostic, high expression is unfavorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.77

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

18.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	164.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	155.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	114.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	101.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	77.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	51.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	49.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	42.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	38.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	36.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	33.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	27.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	27.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	26.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	24.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	22.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	22.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	20.2
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	17.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	15.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	15.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	14.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	14.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	13.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	13.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	12.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	12.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	12.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	11.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	11.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	11.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	10.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	10.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	10.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	10.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	10.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	10.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	9.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	9.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	8.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	8.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	8.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	8.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	7.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	7.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	7.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	7.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	7.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	7.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	7.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	7.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	7.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	7.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	6.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	6.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	6.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	6.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	6.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	6.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	5.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	5.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	4.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	4.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	4.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	4.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	4.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	4.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	4.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	4.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	3.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	3.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	3.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	3.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	2.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	2.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	1.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	1.3
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

DCBLD2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.28

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

38.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	647.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	399.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	355.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	264.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	222.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	193.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	179.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	177.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	147.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	133.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	131.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	118.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	117.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	114.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	111.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	110.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	108.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	107.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	106.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	105.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	104.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	104.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	103.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	102.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	102.4
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	101.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	97.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	93.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	92.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	88.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	87.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	86.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	84.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	80.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	79.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	78.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	76.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	76.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	73.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	73.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	71.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	68.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	65.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	64.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	63.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	63.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	62.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	62.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	61.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	59.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	59.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	58.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	58.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	57.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	55.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	54.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	53.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	49.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	48.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	48.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	48.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	47.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	47.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	47.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	46.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	46.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	45.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	45.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	45.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	41.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	41.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	39.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	39.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	38.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	38.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	37.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	36.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	36.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	36.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	35.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	35.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	35.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	35.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	34.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	33.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	33.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	33.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	32.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	32.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	32.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	31.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	31.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	31.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	30.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	30.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	29.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	29.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	28.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	28.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	28.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	28.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	27.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	27.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	27.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	26.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	26.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	25.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	25.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	25.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	25.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	24.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	24.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	24.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	24.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	23.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	23.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	23.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	23.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	23.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	22.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	22.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	22.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	22.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	22.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	21.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	21.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	21.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	21.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	21.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	20.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	20.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	20.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	20.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	20.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	20.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	20.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	20.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	19.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	18.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	18.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	18.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	18.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	18.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	18.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	18.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	18.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	17.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	17.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	17.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	17.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	17.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	16.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	16.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	16.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	16.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	16.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	15.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	15.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	15.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	15.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	15.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	15.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	14.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	14.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	14.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	14.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	14.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	13.7
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	13.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	13.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	13.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	13.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	13.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	12.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	12.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	12.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	12.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	12.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	12.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	12.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	11.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	11.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	11.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	11.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	10.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	10.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	10.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	10.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	10.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	10.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	9.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	9.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	8.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	8.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	8.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	7.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	7.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	7.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	7.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	6.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	5.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	5.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	5.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	4.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	4.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	4.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	4.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	4.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	3.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	3.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	3.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	0.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0084560003	Tumor	3.1
CPT0017850003	Tumor	1.5
CPT0011410003	Tumor	1.0
CPT0021240003	Tumor	0.9
CPT0063630003	Tumor	0.9
CPT0077320001	Normal	0.9
CPT0077310003	Tumor	0.8
CPT0001500009	Tumor	0.6
CPT0092190003	Normal	0.5
CPT0065690003	Tumor	0.5
CPT0092790003	Tumor	0.5
CPT0012280003	Tumor	0.5
CPT0012180003	Tumor	0.4
CPT0006950001	Normal	0.4
CPT0092160003	Tumor	0.4
CPT0025170003	Tumor	0.4
CPT0088760003	Tumor	0.4
CPT0012670003	Tumor	0.4
CPT0010160003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0077490003	Tumor	0.3
CPT0087040003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0075560003	Tumor	0.3
CPT0086950003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0086970003	Normal	0.1
CPT0023350003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0088710001	Normal	0.1
CPT0081880003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0012640003	Normal	0.1
CPT0025610001	Normal	0.1
CPT0081620001	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0012920003	Normal	0.0
CPT0065930003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0079230003	Tumor	-0.1
CPT0063640001	Normal	-0.1
CPT0012080003	Tumor	-0.1
CPT0077500001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0010110003	Tumor	-0.1
CPT0010120001	Normal	-0.1
CPT0079380003	Tumor	-0.1
CPT0009080003	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0012290003	Normal	-0.2
CPT0017410003	Tumor	-0.2
CPT0078800003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0023710001	Normal	-0.2
CPT0081600003	Tumor	-0.2
CPT0002270011	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0025230003	Tumor	-0.3
CPT0086830003	Normal	-0.3
CPT0025350003	Tumor	-0.3
CPT0009060003	Tumor	-0.3
CPT0023690003	Tumor	-0.4
CPT0007470001	Normal	-0.4
CPT0007320003	Tumor	-0.4
CPT0086820003	Tumor	-0.5
CPT0078840001	Normal	-0.5
CPT0025110003	Tumor	-0.5
CPT0079430001	Normal	-0.5
CPT0023360001	Normal	-0.5
CPT0078830003	Tumor	-0.6
CPT0085670003	Tumor	-0.6
CPT0065750003	Tumor	-0.7
CPT0075570001	Normal	-0.7
CPT0015730003	Tumor	-0.8
CPT0026410003	Tumor	N/A
CPT0000790001	Normal	N/A
CPT0019130003	Tumor	N/A
CPT0088570001	Normal	N/A
CPT0025880003	Tumor	N/A
CPT0076330003	Tumor	N/A
CPT0001180009	Tumor	N/A
CPT0078660003	Tumor	N/A
CPT0078930003	Tumor	N/A
CPT0011240003	Tumor	N/A
CPT0088900003	Tumor	N/A
CPT0006730001	Normal	N/A
CPT0007870001	Normal	N/A
CPT0024670003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0089020003	Tumor	N/A
CPT0088970003	Tumor	N/A
CPT0066480003	Tumor	N/A
CPT0000870016	Tumor	N/A
CPT0063330001	Normal	N/A
CPT0001350001	Normal	N/A
CPT0078940001	Normal	N/A
CPT0088550004	Tumor	N/A
CPT0077140001	Normal	N/A
CPT0025050003	Tumor	N/A
CPT0012570003	Normal	N/A
CPT0089040001	Normal	N/A
CPT0019990003	Tumor	N/A
CPT0000780007	Tumor	N/A
CPT0086890003	Normal	N/A
CPT0092290003	Tumor	N/A
CPT0020120003	Tumor	N/A
CPT0088640003	Normal	N/A
CPT0088500001	Normal	N/A
CPT0006440003	Tumor	N/A
CPT0001550001	Normal	N/A
CPT0014350001	Normal	N/A
CPT0014470001	Normal	N/A
CPT0069160003	Tumor	N/A
CPT0007860003	Tumor	N/A
CPT0082010001	Normal	N/A
CPT0001340003	Tumor	N/A
CPT0079180003	Tumor	N/A
CPT0079270003	Tumor	N/A
CPT0069190001	Normal	N/A
CPT0001270001	Normal	N/A
CPT0024680001	Normal	N/A
CPT0014160003	Tumor	N/A
CPT0078530001	Normal	N/A
CPT0020020001	Normal	N/A
CPT0066520001	Normal	N/A
CPT0014370004	Tumor	N/A
CPT0001190001	Normal	N/A
CPT0088630003	Tumor	N/A
CPT0006630003	Tumor	N/A
CPT0001260009	Tumor	N/A
CPT0012770003	Normal	N/A
CPT0014130001	Normal	N/A
CPT0078510003	Tumor	N/A
CPT0066470004	Tumor	N/A
CPT0065450001	Normal	N/A
CPT0079000001	Normal	N/A
CPT0015910003	Tumor	N/A
CPT0020130001	Normal	N/A
CPT0089480003	Normal	N/A
CPT0088920001	Normal	N/A
CPT0092730003	Tumor	N/A
CPT0077110003	Tumor	N/A
CPT0012550003	Tumor	N/A
CPT0092310003	Normal	N/A
CPT0079480003	Tumor	N/A
CPT0006530001	Normal	N/A
CPT0065430003	Tumor	N/A
CPT0019160001	Normal	N/A
CPT0063320003	Tumor	N/A
CPT0078670001	Normal	N/A
CPT0089460004	Tumor	N/A
CPT0014450004	Tumor	N/A
CPT0025920001	Normal	N/A
CPT0076350001	Normal	N/A
CPT0012370003	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0079510001	Normal	N/A
CPT0066430001	Normal	N/A
CPT0001540009	Tumor	N/A
CPT0078990003	Tumor	N/A
CPT0086870003	Tumor	N/A
CPT0075170001	Normal	N/A
CPT0000640003	Tumor	N/A
CPT0079300001	Normal	N/A
CPT0092740003	Normal	N/A
CPT0013790003	Normal	N/A
CPT0001220008	Tumor	N/A
CPT0088480003	Tumor	N/A
CPT0026420001	Normal	N/A
CPT0000890001	Normal	N/A
CPT0081990003	Tumor	N/A
CPT0025060001	Normal	N/A
CPT0075130003	Tumor	N/A
CPT0000660001	Normal	N/A
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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 HPA016909
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