Expression of TBC1D5 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

TBC1D5 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.48

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

13.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	31.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	28.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	27.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	27.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	21.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	21.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	20.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	19.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	18.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	18.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	18.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	18.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	17.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	17.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	16.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	16.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	16.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	16.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	15.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	15.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	15.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	14.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	14.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	13.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	13.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	13.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	13.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	13.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	13.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	12.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	12.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	12.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	11.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	11.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	10.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	10.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	10.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	9.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.8
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	9.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	9.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	8.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	8.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	7.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	7.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	3.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TBC1D5 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.75

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

12.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	47.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	36.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	35.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.0
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	28.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	28.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	27.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	25.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	25.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	25.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	25.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	24.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	24.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	23.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	23.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	23.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	23.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	23.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	23.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	23.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	22.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	22.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	22.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	22.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	22.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	22.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	22.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	21.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	21.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	21.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	21.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	21.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	21.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	21.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	21.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	20.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	20.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	20.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	20.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	20.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	20.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	20.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	20.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	20.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	19.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	19.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	19.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	19.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	19.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	19.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	19.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	19.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	19.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	19.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	19.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	19.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	19.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	18.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	18.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	18.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	18.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	18.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	18.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	18.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	18.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	18.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	18.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	18.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	18.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	18.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	18.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	17.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	17.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	17.5
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	17.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	17.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	17.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	17.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	17.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	16.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	16.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	16.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	16.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	16.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	16.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	16.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	16.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	16.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	16.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	16.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	16.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	16.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	16.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	16.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	16.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	16.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	15.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	15.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	15.8
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	15.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	15.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	15.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	15.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	15.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	15.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	15.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	15.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	15.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	15.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	15.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	15.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	15.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	14.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	14.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	14.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	14.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	14.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	14.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	14.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	14.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	14.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	14.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	14.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	14.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	14.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	14.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	14.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	14.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	14.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	14.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	14.0
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	13.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	13.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	13.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	13.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	13.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	13.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	13.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	13.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	13.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	13.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	13.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	13.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	13.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	13.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	13.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	13.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	13.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	13.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	13.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	13.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	13.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	12.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	12.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	12.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	12.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	12.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	12.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	12.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	12.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	12.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	12.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.4
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	12.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	12.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	12.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	12.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.2
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	12.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	12.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	12.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	12.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	12.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	12.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	12.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	12.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	12.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	11.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	11.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	11.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	11.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	11.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	11.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.6
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	11.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	11.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	11.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	11.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	11.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	11.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	11.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	11.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	11.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	11.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	11.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	10.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	10.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	10.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	10.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	10.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	10.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	10.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	10.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	10.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	10.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	10.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	10.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	10.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	9.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	9.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	9.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	9.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	9.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	9.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	9.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	9.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	9.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	9.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	9.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	9.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	9.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	9.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	9.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	9.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	9.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	9.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	9.0
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	9.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	8.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	8.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	8.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	8.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	8.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	8.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	8.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	8.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	8.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	8.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	8.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	8.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	8.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	8.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	8.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	8.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	8.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	8.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	7.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	7.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	7.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	7.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	7.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	7.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	7.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	7.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	7.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	7.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	7.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	7.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	7.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	7.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	7.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	7.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	6.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	6.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	6.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	6.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	6.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	6.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	6.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	6.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	6.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.5
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	6.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	6.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	6.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	6.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	6.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	6.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	6.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	6.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	6.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	5.9
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	5.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	5.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	5.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	5.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	5.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	5.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	5.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	5.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	5.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	4.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	4.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	4.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	4.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	4.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	3.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	3.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	3.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	3.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	3.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	3.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	3.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	3.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.0
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	2.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	2.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.2
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.0
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TBC1D5 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.22

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	33.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	33.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	33.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	29.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	25.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	25.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	25.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	25.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	25.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	23.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	23.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	23.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	23.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	22.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	21.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	21.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	20.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	20.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	19.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	19.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	19.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	18.6
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	18.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	18.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.5
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.4
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	17.1
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	16.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	16.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	16.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	16.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	16.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	16.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	16.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	15.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	15.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	15.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	15.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	15.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	15.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	15.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	14.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	14.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	14.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	14.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	14.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	13.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	13.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	13.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	13.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	13.4
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	12.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	12.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	12.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	12.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	12.1
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	11.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	11.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	11.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	10.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	10.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	9.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	9.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	8.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	7.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	6.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	6.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	4.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	4.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	3.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TBC1D5 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.49

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

17.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	103.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	90.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	70.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	53.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	53.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	51.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	47.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	47.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	45.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	44.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	43.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	42.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	42.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	41.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	41.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	40.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	39.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	38.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	37.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	36.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	36.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	36.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	36.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	36.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	35.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	35.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	35.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	35.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	34.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	33.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	31.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	31.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	30.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	30.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	29.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	29.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	28.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	28.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	28.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	28.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	27.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	27.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	27.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	27.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	27.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	27.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	26.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	26.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	26.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	26.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	26.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	26.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	26.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	25.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	25.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	25.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	25.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	24.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	24.7
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	24.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	24.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	23.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	23.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	23.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	23.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	23.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	22.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	22.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	22.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	22.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	22.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	22.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	22.0
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	21.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	21.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	21.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	21.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	21.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	21.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	20.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	20.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	20.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	20.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	20.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	19.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	19.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	19.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	19.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	19.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	19.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	18.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	18.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	18.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	18.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	17.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	17.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	17.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	17.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	17.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	17.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	17.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	16.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	16.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	16.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	16.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	16.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	16.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	15.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	15.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	15.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	15.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	15.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	15.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	14.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	14.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	14.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	14.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	14.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	14.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	14.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	14.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	14.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	14.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	14.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	13.6
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	13.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	13.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	13.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	13.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	13.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	12.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	12.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	12.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	12.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	12.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	12.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	12.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.0
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	11.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	11.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	11.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	11.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	11.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	11.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	11.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	11.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	11.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	11.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.7
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	10.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	10.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	10.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	10.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.2
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	10.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	9.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	9.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	9.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	9.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	9.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	9.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	9.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	9.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	9.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	9.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	8.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	8.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	8.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	8.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	8.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	8.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	7.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	7.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	7.3
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	7.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	6.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	6.6
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	6.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	6.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	5.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	5.0
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	4.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	4.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	4.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	3.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	2.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	0.9
CPT0011410003	Tumor	0.7
CPT0088550004	Tumor	0.4
CPT0017850003	Tumor	0.4
CPT0079180003	Tumor	0.3
CPT0012640003	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0086950003	Tumor	0.3
CPT0077320001	Normal	0.3
CPT0079300001	Normal	0.3
CPT0088760003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0023350003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0065750003	Tumor	0.2
CPT0012180003	Tumor	0.2
CPT0069190001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0012920003	Normal	0.2
CPT0009020003	Normal	0.2
CPT0088640003	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0012280003	Tumor	0.2
CPT0025920001	Normal	0.2
CPT0092160003	Tumor	0.2
CPT0089480003	Normal	0.2
CPT0025050003	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0002350011	Tumor	0.2
CPT0082010001	Normal	0.2
CPT0002370001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0064400001	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0081880003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0077310003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0085670003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0014350001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0065820001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0086890003	Normal	0.1
CPT0006950001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0066430001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0088480003	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0012770003	Normal	0.1
CPT0023360001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0010120001	Normal	0.1
CPT0009060003	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0069160003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0017450001	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0086030003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0015810003	Tumor	0.0
CPT0012090003	Normal	0.0
CPT0010170001	Normal	0.0
CPT0075560003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0025610001	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0024670003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0065450001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0014370004	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0092310003	Normal	0.0
CPT0088970003	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0079430001	Normal	0.0
CPT0077110003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0088900003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0078510003	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0012550003	Tumor	-0.1
CPT0079410003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0076350001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0006440003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0019990003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0010160003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0079270003	Tumor	-0.2
CPT0012670003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0079480003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0019130003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0001500009	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0001540009	Tumor	-0.3
CPT0007860003	Tumor	-0.3
CPT0069000003	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0064370003	Tumor	-0.3
CPT0025110003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0012900004	Tumor	-0.3
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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 HPA035125	Antibody HPA035126
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