Expression of UBE4B 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

UBE4B is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.17

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

5.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	17.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	13.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	12.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	11.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	10.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	9.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	9.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	9.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	8.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	8.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	8.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	8.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	8.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	7.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	7.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	7.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	6.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	6.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	6.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	6.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	6.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	5.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	5.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	5.5
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	5.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	5.1
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	4.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	4.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	4.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	4.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	4.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	4.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	4.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	3.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	3.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	3.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	3.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	3.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	2.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	2.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	2.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	1.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	1.5
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBE4B is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.6

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

10.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	28.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	28.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	25.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	25.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	23.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	23.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	21.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	21.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	21.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	20.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	20.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	20.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	20.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	20.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	20.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	20.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	20.0
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	20.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	19.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	19.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	19.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	19.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	19.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	18.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	18.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	18.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	18.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	18.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	18.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	18.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	18.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	18.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	18.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	18.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	17.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	17.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	17.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	17.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	17.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	17.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	17.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	17.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	17.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	17.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	17.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	16.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	16.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	16.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	16.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	16.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	16.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	16.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	16.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	16.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	16.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	16.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	16.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	16.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	15.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	15.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	15.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	15.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	15.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	15.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	15.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	15.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	15.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	15.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	15.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	15.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	15.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	15.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	15.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	15.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	15.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	14.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	14.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	14.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	14.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	14.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	14.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	14.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	14.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	14.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	14.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	14.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	14.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	14.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	14.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	14.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	14.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	14.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	14.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	14.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	14.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	14.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	13.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	13.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	13.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	13.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	13.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	13.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	13.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	13.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	13.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	13.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	13.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	13.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.3
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	13.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	13.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	12.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	12.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	12.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	12.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	12.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	12.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	12.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.6
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	12.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	12.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	12.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	12.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	12.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	12.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	12.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	12.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	12.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	12.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	11.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	11.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	11.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	11.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	11.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	11.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	11.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	11.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	11.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	11.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	11.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	11.6
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	11.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.5
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	11.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	11.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	11.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	11.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	11.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	11.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	11.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	11.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	11.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	11.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	11.1
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	11.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	11.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.0
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	11.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	11.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	10.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	10.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	10.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	10.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	10.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	10.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	10.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	10.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	10.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	10.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	10.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	10.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	10.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	10.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	10.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	9.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	9.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	9.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	9.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	9.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	9.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	9.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	9.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	9.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	9.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	9.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	9.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	9.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	9.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	9.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	9.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	9.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	9.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	9.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	9.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	9.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	9.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	9.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	9.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	9.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	9.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.0
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	8.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	8.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	8.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	8.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	8.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	8.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	8.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	8.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	8.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	8.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	8.4
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	8.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	8.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	8.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	8.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	8.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	8.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	8.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	8.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	8.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	8.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	8.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	8.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	8.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	8.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	8.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	8.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	8.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	8.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	8.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	7.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	7.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	7.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	7.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	7.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	7.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	7.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	7.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	7.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	7.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	7.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	7.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	7.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	7.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	7.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	7.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	7.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	7.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	7.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	7.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	7.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	7.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	7.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	7.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	7.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	6.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	6.9
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	6.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	6.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	6.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	6.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	6.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	6.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	6.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	6.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	6.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	6.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	6.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	5.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	5.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	5.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	5.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	5.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	5.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	5.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	5.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	5.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	5.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	5.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	5.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	5.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	5.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	5.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	5.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	5.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	4.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	4.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	4.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	4.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.3
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	4.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	4.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	4.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	4.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	4.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	4.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	4.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	3.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	3.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	3.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	3.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	3.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	3.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	3.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	3.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	1.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.4
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBE4B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.64

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

12.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	25.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	22.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	21.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	21.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	20.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	19.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	18.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	18.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	17.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	17.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	17.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	17.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	17.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	17.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	16.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	16.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	16.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	16.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	16.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	16.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	15.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	15.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	15.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	14.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	14.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	14.4
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	14.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	14.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	13.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	13.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	13.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	13.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	12.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	12.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	12.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	12.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	12.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	11.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	11.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	11.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	11.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	11.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	11.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	11.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	11.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	11.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	11.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	11.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	10.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	10.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	10.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	9.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.4
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	9.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	9.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	9.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	9.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	8.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	8.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	8.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	7.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	7.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	6.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	5.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	5.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	3.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.9
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

UBE4B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.87

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

9.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	36.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	36.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	28.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	27.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	25.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	25.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	25.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	23.7
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	23.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	22.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	22.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	21.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	20.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	20.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	20.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	20.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	19.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	19.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	19.4
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	17.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	17.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	17.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	17.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	17.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	17.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	16.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	16.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	15.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	15.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	15.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	15.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	15.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	15.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	15.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	15.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	15.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	14.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	14.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	14.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	14.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	14.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	14.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	14.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	14.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	13.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	13.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	13.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	13.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	13.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	13.3
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	13.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	13.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	13.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	12.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	12.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	12.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	12.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	12.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	12.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	12.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	12.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	12.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	12.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	11.9
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	11.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	11.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	11.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	11.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	11.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	11.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	11.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	11.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	10.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	10.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	10.7
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	10.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	10.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	10.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	10.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	10.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	10.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	10.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	10.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	10.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	10.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	10.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	10.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	10.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	10.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	9.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	9.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	9.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	9.6
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	9.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	9.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	9.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	9.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	9.3
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	9.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	9.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	8.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	8.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	8.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	8.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	8.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	8.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	8.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	8.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	8.4
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	8.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	8.4
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	8.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	8.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	8.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	8.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	7.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	7.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	7.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	7.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	7.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	7.6
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	7.5
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	7.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	7.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	7.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	7.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	7.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	7.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	7.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	7.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	7.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	7.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	7.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	7.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	7.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	7.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	7.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	6.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	6.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	6.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	6.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	6.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	6.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	6.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	6.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	6.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	6.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	6.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	6.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	5.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	5.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.9
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	5.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	5.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	5.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	5.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	5.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	5.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	5.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	5.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	5.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	5.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	5.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	4.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	4.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	4.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	4.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	4.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	3.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	3.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	3.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	3.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	2.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	2.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	2.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	2.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.1
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

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 HPA019219
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