Expression of TTC7B 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

TTC7B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 35.48

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

37.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	132.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	116.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	91.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	90.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	83.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	73.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	65.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	65.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	63.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	62.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	58.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	56.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	53.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	52.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	52.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	51.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	50.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	50.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	46.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	38.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	38.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	38.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	37.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	37.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	36.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	34.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	33.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	32.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	32.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	32.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	32.4
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	32.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	31.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	31.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	29.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	27.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	26.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	25.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	25.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	25.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	25.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	24.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	23.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	23.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	22.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	21.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	21.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	20.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	20.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	20.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	20.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	19.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	19.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	19.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	16.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	15.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	14.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	13.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	13.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	8.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	8.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	8.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC7B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.45

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

16.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	102.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	91.6
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	60.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	55.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	48.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	48.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	41.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	41.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	41.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	40.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	39.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	36.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	35.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	35.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	34.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	34.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	34.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	34.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	34.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	34.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	34.4
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	34.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	34.1
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	33.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	32.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	32.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	31.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	31.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	31.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	31.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	31.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	31.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	30.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	30.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	30.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	29.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	29.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	29.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	29.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	29.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	29.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	29.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	29.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	28.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	28.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	28.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	28.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	28.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	28.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	28.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	27.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	27.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	27.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	27.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	27.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	27.6
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	27.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	27.3
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	27.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	26.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	26.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	26.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	26.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	26.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	26.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	26.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	25.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	25.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	25.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	25.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	25.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	25.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	25.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	25.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	25.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	24.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	24.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	24.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	24.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	24.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	24.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	24.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	24.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	23.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	23.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	23.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	23.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	23.3
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	23.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	23.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	23.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	23.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	23.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	23.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	22.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	22.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	22.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	22.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	22.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	22.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	22.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	22.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	22.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	22.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	22.2
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	22.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	22.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	22.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	22.0
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	21.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	21.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	21.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	21.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	21.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	21.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	21.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	21.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	21.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	21.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	21.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	21.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	20.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	20.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	20.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	20.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	20.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	20.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	20.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	20.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	20.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	20.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	20.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	20.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	20.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	20.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	20.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	19.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	19.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	19.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	19.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	19.7
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	19.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	19.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	19.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	19.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	19.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	19.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	19.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	19.3
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	19.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	19.1
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	19.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	19.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	19.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	18.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	18.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	18.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	18.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	18.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	18.6
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	18.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	18.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	18.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	18.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	18.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	18.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	18.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	18.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	18.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	18.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	18.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	18.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	18.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	17.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	17.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	17.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	17.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	17.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	17.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	17.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	17.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	17.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	17.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	17.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	17.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	17.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	17.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	17.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	17.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	17.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	17.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	17.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	17.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	17.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	17.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	17.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.0
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	17.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	16.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	16.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	16.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	16.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	16.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	16.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	16.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	16.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	16.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	16.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	16.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	16.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	16.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	16.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	15.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	15.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	15.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	15.6
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	15.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	15.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	15.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	15.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	15.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	15.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	15.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	15.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	15.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	15.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	15.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	15.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	15.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	14.9
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	14.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	14.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	14.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	14.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	14.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	14.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	14.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	14.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	14.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	14.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	14.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	14.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	13.7
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	13.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	13.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	13.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	13.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	13.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	13.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	13.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	13.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	13.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	13.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	13.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	13.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	13.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	13.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	13.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	13.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	12.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	12.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	12.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	12.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	12.7
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	12.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	12.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	12.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	12.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	12.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	12.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	12.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	11.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	11.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	11.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	11.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	11.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	11.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	11.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	11.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	11.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	11.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	11.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	11.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.1
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.0
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	11.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	11.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	10.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	10.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	10.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	10.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	10.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	10.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	10.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	10.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	10.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	10.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	10.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	10.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	10.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	10.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	10.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	10.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	9.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	9.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.7
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	9.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	9.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	9.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	9.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	9.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	9.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	9.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	9.4
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	9.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	9.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	9.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	9.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	9.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	8.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	8.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	8.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	8.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	8.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	8.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	8.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	8.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	8.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	7.7
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	7.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	7.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	7.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	7.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	7.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	7.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	7.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	7.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	7.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	7.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	7.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	7.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	6.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	6.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	6.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	6.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.4
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	6.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	6.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	6.1
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	5.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	5.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	5.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	5.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	5.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	5.2
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	5.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	5.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	4.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	4.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	4.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	4.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	4.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	3.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	3.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	3.6
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	3.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	3.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.0
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	2.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.2
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	0.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC7B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.52

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

16.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	43.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	35.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	33.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	31.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	28.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	27.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	27.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	27.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	27.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	26.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	25.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	25.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	25.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	24.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	23.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	23.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	22.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	22.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	22.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	22.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	22.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	21.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	21.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	21.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	19.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	19.8
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	19.3
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	18.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	18.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	18.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	18.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	18.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	18.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	18.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	17.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	17.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	17.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	16.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	16.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	14.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	14.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	14.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	13.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	13.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	12.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	12.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	12.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	12.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	11.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	11.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	10.4
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	10.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	9.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	9.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	9.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	9.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	8.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	8.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	8.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	8.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	7.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	7.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	7.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	6.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	6.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	6.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	5.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	4.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	3.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	3.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	3.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	3.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

TTC7B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.74

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

17.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	115.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	101.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	96.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	79.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	78.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	76.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	58.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	57.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	56.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	54.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	52.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	49.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	49.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	48.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	48.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	45.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	45.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	45.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	43.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	43.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	42.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	42.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	42.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	39.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	39.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	35.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	34.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	33.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	33.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	32.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	32.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	31.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	31.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	31.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	30.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	30.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	29.6
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	29.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	28.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	28.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	27.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	27.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	27.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	26.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	26.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	25.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	24.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	24.8
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	24.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	24.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	24.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	24.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	23.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	23.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	22.9
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	22.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	22.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	22.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	22.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	22.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	21.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	21.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	21.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	21.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	21.7
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	20.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	20.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	20.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	19.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	19.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	19.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	19.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	19.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	19.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	19.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	19.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	18.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	18.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	18.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	18.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	18.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	18.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	17.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	17.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	17.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	17.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	17.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	17.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	17.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	17.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	17.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	16.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	16.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	16.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	16.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	16.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	16.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	16.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	16.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	16.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	16.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	16.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	15.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	15.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	15.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	15.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	15.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	14.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	14.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	14.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	14.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	14.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	14.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	14.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	14.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	13.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	13.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	13.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	13.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	13.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	13.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	13.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	13.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	13.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	13.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	13.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	13.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	13.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	13.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	12.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	12.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	12.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	12.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	12.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	11.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	11.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	11.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	11.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	11.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	11.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	11.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	11.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	11.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	10.8
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	10.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	10.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	10.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	10.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	10.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	10.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	9.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	9.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	9.6
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	9.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	9.3
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	9.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	9.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	9.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	9.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	9.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.8
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	8.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	8.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	8.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	8.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	8.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	7.7
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.4
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	7.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	6.7
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	6.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	6.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	5.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	5.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	5.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	4.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	4.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	4.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	3.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	3.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	3.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	3.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	2.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	1.9
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	1.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	1.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	1.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078660003	Tumor	0.7
CPT0025170003	Tumor	0.5
CPT0088780001	Normal	0.5
CPT0092740003	Normal	0.5
CPT0012770003	Normal	0.5
CPT0001230001	Normal	0.5
CPT0002270011	Tumor	0.5
CPT0001350001	Normal	0.5
CPT0025060001	Normal	0.5
CPT0088500001	Normal	0.5
CPT0012570003	Normal	0.5
CPT0002370001	Normal	0.4
CPT0025920001	Normal	0.4
CPT0088970003	Tumor	0.4
CPT0088710001	Normal	0.4
CPT0012090003	Normal	0.4
CPT0087050003	Normal	0.4
CPT0001510001	Normal	0.4
CPT0092800003	Normal	0.4
CPT0086890003	Normal	0.4
CPT0014350001	Normal	0.4
CPT0009080003	Normal	0.4
CPT0012640003	Normal	0.4
CPT0026420001	Normal	0.4
CPT0069190001	Normal	0.4
CPT0086370003	Normal	0.4
CPT0023710001	Normal	0.4
CPT0079000001	Normal	0.4
CPT0078840001	Normal	0.4
CPT0064400001	Normal	0.4
CPT0077500001	Normal	0.4
CPT0082010001	Normal	0.4
CPT0069010001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0066430001	Normal	0.3
CPT0019160001	Normal	0.3
CPT0063330001	Normal	0.3
CPT0077140001	Normal	0.3
CPT0066470004	Tumor	0.3
CPT0092310003	Normal	0.3
CPT0020020001	Normal	0.3
CPT0079180003	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0006730001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0079510001	Normal	0.3
CPT0088760003	Tumor	0.3
CPT0007470001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0079430001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0012290003	Normal	0.3
CPT0014470001	Normal	0.3
CPT0066480003	Tumor	0.3
CPT0088570001	Normal	0.3
CPT0088640003	Normal	0.3
CPT0078670001	Normal	0.3
CPT0076350001	Normal	0.3
CPT0020130001	Normal	0.2
CPT0015910003	Tumor	0.2
CPT0065820001	Normal	0.2
CPT0025290003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0065450001	Normal	0.2
CPT0000890001	Normal	0.2
CPT0012920003	Normal	0.2
CPT0025610001	Normal	0.2
CPT0001550001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0064370003	Tumor	0.2
CPT0075570001	Normal	0.2
CPT0089480003	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0086830003	Normal	0.2
CPT0075170001	Normal	0.2
CPT0078930003	Tumor	0.2
CPT0007870001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0065690003	Tumor	0.2
CPT0006530001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0092790003	Tumor	0.2
CPT0024680001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0078510003	Tumor	0.1
CPT0000660001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0088630003	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0075720003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0088900003	Tumor	0.0
CPT0092190003	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0010160003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0069000003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0012900004	Tumor	0.0
CPT0077310003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0084590001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0081990003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0012550003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0006900003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0075560003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0065750003	Tumor	-0.1
CPT0000870016	Tumor	-0.2
CPT0012670003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0078830003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0079270003	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0001180009	Tumor	-0.2
CPT0081600003	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0081880003	Tumor	-0.3
CPT0011410003	Tumor	-0.3
CPT0079230003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0065430003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0012280003	Tumor	-0.3
CPT0092160003	Tumor	-0.4
CPT0026410003	Tumor	-0.4
CPT0015730003	Tumor	-0.4
CPT0075130003	Tumor	-0.4
CPT0001540009	Tumor	-0.4
CPT0006440003	Tumor	-0.4
CPT0085670003	Tumor	-0.4
CPT0079380003	Tumor	-0.4
CPT0014160003	Tumor	-0.4
CPT0010110003	Tumor	-0.5
CPT0088480003	Tumor	-0.5
CPT0017850003	Tumor	-0.5
CPT0088550004	Tumor	-0.5
CPT0078990003	Tumor	-0.5
CPT0086360003	Tumor	-0.5
CPT0001260009	Tumor	-0.5
CPT0001220008	Tumor	-0.5
CPT0017410003	Tumor	-0.6
CPT0077110003	Tumor	-0.6
CPT0002350011	Tumor	-0.6
CPT0076330003	Tumor	-0.6
CPT0001340003	Tumor	-0.6
CPT0025230003	Tumor	-0.6
CPT0009000003	Tumor	-0.6
CPT0088690003	Tumor	-0.6
CPT0086820003	Tumor	-0.6
CPT0079410003	Tumor	-0.6
CPT0069160003	Tumor	-0.7
CPT0009060003	Tumor	-0.7
CPT0084560003	Tumor	-0.7
CPT0023350003	Tumor	-0.7
CPT0014450004	Tumor	-0.7
CPT0063630003	Tumor	-0.8
CPT0078800003	Tumor	-0.8
CPT0012180003	Tumor	-0.9
CPT0025050003	Tumor	-0.9
CPT0024670003	Tumor	-1.2
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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 HPA058363	Antibody HPA059577
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