Expression of UBTD2 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

UBTD2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.18

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

6.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	17.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	17.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	13.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	11.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	11.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	11.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	10.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	10.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	8.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	8.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	7.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	7.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	7.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	7.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	7.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	6.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	6.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	6.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	6.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	6.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	5.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	5.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	5.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	5.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	5.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	5.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	5.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	4.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	4.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	4.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	4.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	4.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	4.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	4.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	3.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	3.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	3.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	2.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBTD2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.62

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

12.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	52.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	34.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	26.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	25.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	24.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	24.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	24.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	24.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	23.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	23.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	22.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	22.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	21.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.3
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	21.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	20.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	20.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	20.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	20.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	20.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	20.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	20.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	19.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	19.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	19.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	19.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	19.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	19.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	19.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	19.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	19.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	19.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	19.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	18.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	18.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	18.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	18.6
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	18.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	18.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	18.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	18.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	18.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	18.3
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	18.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	18.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	18.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	18.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	18.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	18.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	18.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	18.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	18.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	17.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	17.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	17.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	17.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	17.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	17.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	17.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	17.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	17.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	17.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	17.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	17.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	17.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	17.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	16.9
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	16.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	16.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	16.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	16.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	16.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	16.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	16.7
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	16.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	16.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	16.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	16.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	16.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	16.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	16.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	16.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	16.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	16.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	16.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	16.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	16.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	16.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	16.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	16.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	15.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	15.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	15.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	15.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	15.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	15.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	15.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	15.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	15.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	15.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	15.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	15.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	15.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	15.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	15.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	15.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	15.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	15.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	15.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	15.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	15.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	15.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	15.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	15.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	15.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	14.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	14.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	14.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	14.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	14.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	14.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	14.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	14.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	14.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	14.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	14.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	14.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	14.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	14.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	14.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	14.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	14.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	14.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	14.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	14.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	14.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	14.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	14.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	14.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	14.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	14.1
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	14.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	14.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	14.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	14.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	13.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	13.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	13.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	13.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	13.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	13.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	13.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	13.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	13.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	13.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	13.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	13.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	13.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	13.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	13.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	13.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	13.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	13.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	13.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	13.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	12.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	12.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	12.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	12.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	12.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	12.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	12.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	12.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	12.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	12.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	12.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	12.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	12.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	12.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	12.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	12.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	12.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	12.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	12.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	12.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	12.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	12.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	12.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	12.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	12.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	12.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	12.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	12.0
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	12.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	11.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	11.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	11.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	11.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	11.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	11.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	11.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	11.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	11.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	11.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	11.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	11.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	11.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	11.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	11.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	11.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	11.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	11.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	11.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	11.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	11.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	11.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	11.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	11.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	11.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	11.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	10.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	10.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	10.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	10.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	10.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	10.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	10.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	10.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	10.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	10.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	10.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	10.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	10.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	9.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	9.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	9.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	9.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	9.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	9.4
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	9.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	9.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	9.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	9.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	9.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	8.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	8.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	8.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	8.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	8.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	8.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	8.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	8.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	8.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	8.4
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	8.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	8.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	8.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	7.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	7.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	7.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	7.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	7.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	7.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	7.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	7.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	7.3
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	7.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	7.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	6.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	6.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	6.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	6.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	6.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	5.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	5.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	5.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	5.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	5.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	5.2
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.6
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	3.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	3.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBTD2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.59

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

14.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	37.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	25.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	25.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	24.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	23.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	23.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	23.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	23.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	22.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	22.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	21.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	21.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	21.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	20.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	20.4
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	19.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	19.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	18.9
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	18.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	18.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	18.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	17.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	17.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	17.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	17.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	17.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	17.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	16.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	16.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	16.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	16.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.2
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	15.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	15.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	15.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	15.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	15.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	15.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	15.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	14.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	14.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	14.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	14.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	14.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	14.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	14.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	14.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	13.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	13.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	13.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	12.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	12.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	12.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	12.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	12.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	12.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	11.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	11.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	11.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	11.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	10.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	10.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	9.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	9.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	9.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	9.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	6.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	6.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	5.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	5.4
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	4.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	4.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBTD2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.98

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

10.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	46.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	30.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	29.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	25.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	23.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	22.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	21.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	20.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	20.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	19.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	19.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	19.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	19.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	18.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	18.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	18.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	18.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	18.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	17.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	17.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	16.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	16.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	16.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.2
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	16.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	16.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	16.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	16.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	15.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	15.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	15.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	15.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	15.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	15.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	15.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	15.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	15.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	15.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	15.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	14.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	14.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	14.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	14.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	14.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	14.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	13.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	13.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	13.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	13.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	13.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	13.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	13.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	13.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	13.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	13.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	12.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	12.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	12.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	12.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	12.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	12.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	12.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	12.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	12.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	12.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	12.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	12.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	12.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	12.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	11.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	11.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	11.8
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	11.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	11.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	11.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	11.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	11.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	10.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	10.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	10.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	10.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.5
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	10.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	10.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	10.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	10.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	10.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	9.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	9.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	9.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	9.8
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	9.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	9.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	9.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	9.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	9.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	9.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	9.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	9.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	9.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	8.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.8
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	8.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	8.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	8.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	8.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	8.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	8.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	8.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	8.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	8.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	8.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	8.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	8.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	8.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	8.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	8.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	8.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	8.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	8.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	7.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	7.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	7.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	7.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	7.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	7.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	7.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	7.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	7.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	7.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	7.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	7.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	7.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	7.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	7.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	7.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	7.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	7.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	6.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	6.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	6.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	6.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	6.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	6.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	6.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	6.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	6.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	6.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	5.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	5.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	5.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	5.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	5.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	5.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	5.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	5.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	5.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	4.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	4.4
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	4.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	4.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	4.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	3.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	3.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	2.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	2.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	1.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011410003	Tumor	0.7
CPT0065930003	Tumor	0.6
CPT0000640003	Tumor	0.6
CPT0014160003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0011240003	Tumor	0.5
CPT0001230001	Normal	0.5
CPT0020130001	Normal	0.5
CPT0002350011	Tumor	0.4
CPT0012640003	Normal	0.4
CPT0089020003	Tumor	0.4
CPT0089480003	Normal	0.4
CPT0012550003	Tumor	0.4
CPT0025920001	Normal	0.3
CPT0088640003	Normal	0.3
CPT0007860003	Tumor	0.3
CPT0012290003	Normal	0.3
CPT0088500001	Normal	0.3
CPT0012570003	Normal	0.3
CPT0001550001	Normal	0.3
CPT0077140001	Normal	0.2
CPT0063330001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0014370004	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0024680001	Normal	0.2
CPT0069190001	Normal	0.2
CPT0066470004	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0069010001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0006730001	Normal	0.2
CPT0002270011	Tumor	0.2
CPT0078670001	Normal	0.2
CPT0020020001	Normal	0.2
CPT0092290003	Tumor	0.2
CPT0092740003	Normal	0.2
CPT0021240003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0025230003	Tumor	0.2
CPT0026420001	Normal	0.2
CPT0069000003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0064370003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0000790001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0012770003	Normal	0.1
CPT0065450001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0010160003	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0023710001	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0086370003	Normal	0.1
CPT0012670003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0075170001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0065750003	Tumor	0.1
CPT0010170001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0066430001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0088690003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0078510003	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0009080003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0017850003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0092190003	Normal	0.0
CPT0000870016	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0014130001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0001540009	Tumor	0.0
CPT0001180009	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0079180003	Tumor	0.0
CPT0065690003	Tumor	0.0
CPT0077320001	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0078800003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0092160003	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0088970003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0065430003	Tumor	-0.1
CPT0079430001	Normal	-0.1
CPT0088550004	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0078830003	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0023350003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0001260009	Tumor	-0.1
CPT0078990003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0012280003	Tumor	-0.2
CPT0084560003	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0012370003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0014470001	Normal	-0.2
CPT0075560003	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0084590001	Normal	-0.2
CPT0006630003	Tumor	-0.2
CPT0001500009	Tumor	-0.3
CPT0014450004	Tumor	-0.3
CPT0081880003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0019130003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0065870003	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0015730003	Tumor	-0.4
CPT0012180003	Tumor	-0.4
CPT0015810003	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0017410003	Tumor	-0.4
CPT0081990003	Tumor	-0.4
CPT0020120003	Tumor	-0.5
CPT0025610001	Normal	N/A
CPT0010110003	Tumor	N/A
CPT0006950001	Normal	N/A
CPT0081600003	Tumor	N/A
CPT0006900003	Tumor	N/A
CPT0081620001	Normal	N/A
CPT0010120001	Normal	N/A
CPT0025580004	Tumor	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 HPA035891	Antibody HPA035892
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