Expression of CACYBP 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

CACYBP is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.59

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

20.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	100.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	83.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	54.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	41.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	40.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	39.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	38.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	38.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	35.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	31.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	31.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	30.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	29.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	25.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	23.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	22.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	21.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	21.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	20.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	20.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	19.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	19.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	18.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	18.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	18.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	16.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	16.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	16.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	16.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	15.0
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	14.9
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	14.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	14.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	14.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	14.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	14.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	13.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	12.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	12.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	12.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	12.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	12.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	12.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	11.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	10.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	10.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	9.8
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	8.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	8.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	8.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	8.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	7.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	3.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.57

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

26.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	91.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	84.7
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	79.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	73.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	69.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	66.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	62.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	62.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	60.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	60.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	58.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	58.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	55.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	55.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	54.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	53.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	51.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	51.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	49.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	49.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	48.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	48.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	48.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	47.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	47.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	47.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	46.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	45.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	45.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	44.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	44.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	44.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	44.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	43.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	43.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	43.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	43.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	42.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	42.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	42.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	42.1
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	41.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	41.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	40.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	40.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	40.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	39.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	39.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	39.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	39.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	39.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	39.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	38.4
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	38.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	38.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	38.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	37.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	37.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	37.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	37.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	37.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	37.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	37.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	36.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	36.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	36.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	36.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	36.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	36.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	36.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	35.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	35.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	35.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	34.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	34.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	34.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	34.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	34.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	34.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	34.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	34.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	34.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	34.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	34.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	34.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	34.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	34.0
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	34.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	34.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	33.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	33.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	33.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	33.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	33.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	33.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	33.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	33.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	33.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	33.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	33.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	33.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	33.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	33.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	33.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	33.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	33.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	33.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	33.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	32.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	32.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	32.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	32.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	32.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	32.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	32.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	32.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	32.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	32.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	32.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	32.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	32.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	32.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	32.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	32.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	32.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	32.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	32.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	32.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	31.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	31.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	31.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	31.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	31.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	31.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	31.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	31.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	31.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	31.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	31.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	31.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	31.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	31.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	31.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	31.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	31.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	30.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	30.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	30.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	30.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	30.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	30.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	30.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	30.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	30.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	30.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	30.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	30.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	30.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	30.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	30.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	30.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	30.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	29.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	29.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	29.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	29.6
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	29.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	29.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	29.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	29.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	29.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	29.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	29.0
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	29.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	29.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	28.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	28.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	28.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	28.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	28.4
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	28.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	28.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	28.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	28.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	28.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	28.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	28.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	28.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	28.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	28.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	28.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	27.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	27.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	27.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	27.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	27.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	27.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	27.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	27.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	27.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	27.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	27.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	27.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	27.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	27.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	27.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	27.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	27.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	26.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	26.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	26.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	26.7
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	26.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	26.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	26.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	26.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	26.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	26.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	26.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	26.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	26.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	26.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	25.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	25.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	25.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	25.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	25.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	25.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	25.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	25.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	25.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.7
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	25.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	25.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	25.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	25.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	25.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	25.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	25.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	25.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	25.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	25.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	25.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	25.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	25.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	25.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	25.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	25.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	25.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	25.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	25.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	25.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	24.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	24.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	24.7
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	24.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	24.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	24.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	24.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	24.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	24.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	24.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	24.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	24.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	24.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	24.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	24.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	24.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	24.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	24.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	23.9
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	23.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	23.9
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	23.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	23.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	23.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	23.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	23.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	23.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	23.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	23.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	23.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	23.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	23.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	23.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	23.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	23.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	23.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	23.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	23.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	23.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	23.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	22.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	22.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	22.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	22.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	22.8
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	22.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	22.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	22.5
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	22.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	22.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	22.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	22.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	22.3
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	22.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	22.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	22.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	22.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	22.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	22.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	22.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	22.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	22.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	22.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	21.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	21.9
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	21.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	21.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	21.8
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	21.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	21.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	21.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	21.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	21.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	21.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	21.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	21.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	21.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	21.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	21.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	21.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	21.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	21.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	21.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	21.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	21.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	21.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	21.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	20.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	20.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	20.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	20.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	20.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	20.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	20.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	20.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	20.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	20.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	20.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	20.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	20.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	20.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	20.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	20.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	20.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	19.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	19.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	19.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	19.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	19.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	19.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	19.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	19.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	19.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	19.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	19.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	19.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	19.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	19.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	19.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	19.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	18.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	18.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	18.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	18.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	18.7
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	18.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	18.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	18.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	18.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	18.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	18.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	18.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	18.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	18.3
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	18.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	18.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	18.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	18.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	17.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	17.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	17.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	17.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	17.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	17.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	17.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	17.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	17.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	17.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	17.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	17.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	17.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	16.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	16.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	16.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	16.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	16.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	16.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	16.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	16.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	16.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	15.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	15.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	15.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	15.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	15.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	15.6
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	15.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	15.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	15.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	15.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	15.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	15.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	15.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	14.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	14.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	14.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	14.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	14.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	14.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	14.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	14.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	14.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	13.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	13.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.7
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	13.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	13.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	13.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	13.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	12.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	12.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	11.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	11.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	11.7
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	11.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	10.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	10.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	10.1
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	9.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	9.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	8.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	8.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	7.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	7.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.8
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.6
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.88

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

27.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	97.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	89.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	70.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	49.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	48.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	47.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	47.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	44.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	42.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	40.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	40.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	39.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	39.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	37.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	35.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	34.7
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	34.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	34.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	33.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	32.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	32.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	32.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	31.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	30.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	30.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	29.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	29.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	28.1
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	28.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	28.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	27.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	27.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	27.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	26.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	26.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	26.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	25.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	24.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	24.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	23.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	23.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	23.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	23.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	23.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	23.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	23.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	22.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	22.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	22.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	22.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	22.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	21.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	21.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	21.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	21.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	21.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	20.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	20.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	20.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	20.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	20.1
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	19.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	19.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	19.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	19.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	18.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	18.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	18.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	18.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	18.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	17.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	16.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	15.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	15.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	14.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	14.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	13.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CACYBP is potential prognostic, high expression is unfavorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.21

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

28.9

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	173.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	138.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	113.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	108.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	106.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	105.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	94.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	87.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	82.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	79.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	73.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	71.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	69.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	68.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	65.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	62.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	62.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	61.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	61.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	58.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	58.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	58.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	57.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	56.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	55.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	54.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	52.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	51.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	51.0
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	50.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	49.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	49.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	46.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	45.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	44.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	44.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	43.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	43.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	42.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	42.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	41.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	41.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	41.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	41.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	40.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	40.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	40.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	39.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	38.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	38.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	38.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	38.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	37.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	37.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	37.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	36.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	36.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	36.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	35.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	35.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	35.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	35.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	35.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	34.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	34.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	33.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	32.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	32.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	32.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	32.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	32.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	32.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	32.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	32.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	31.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	31.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	31.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	31.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	31.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	30.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	30.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	30.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	30.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	30.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	30.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	29.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	29.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	29.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	29.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	29.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	29.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	28.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	28.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	28.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	28.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	27.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	27.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	27.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	27.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	27.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	27.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	27.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	27.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	27.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	26.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	26.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	26.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	26.1
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	26.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	26.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	26.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	25.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	25.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	25.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	25.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	25.5
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	25.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	25.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	24.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	24.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	24.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	24.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	24.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	24.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	24.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	24.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	24.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	24.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	24.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	24.0
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	23.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	23.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	23.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	23.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	23.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	23.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	23.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	22.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	22.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	22.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	22.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	22.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	22.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	22.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	22.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	22.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	22.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	22.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	21.9
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	21.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	21.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	21.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	21.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	21.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	21.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	21.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	21.1
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	21.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	21.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	21.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.0
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	21.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	20.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	20.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	20.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	20.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	20.6
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	20.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	20.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	20.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	20.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	20.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	20.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	20.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	20.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	19.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	19.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	19.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	19.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	19.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	19.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	19.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	19.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	19.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	19.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	18.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	18.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	18.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	18.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	18.2
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	18.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	18.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	18.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	18.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	17.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	17.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	17.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	17.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	17.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	17.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	17.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	17.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	17.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	17.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	17.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	16.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	16.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	16.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	16.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	16.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	16.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	16.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	15.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	15.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	15.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	15.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	15.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	14.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	14.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	14.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	14.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	14.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	14.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	13.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	13.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	13.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	13.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	13.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	13.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	13.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	13.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	13.2
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	13.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	13.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	13.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	12.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	12.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	12.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	11.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	11.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	11.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	11.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	9.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	9.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	6.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0084560003	Tumor	0.9
CPT0001340003	Tumor	0.7
CPT0002350011	Tumor	0.7
CPT0025880003	Tumor	0.6
CPT0017410003	Tumor	0.6
CPT0001180009	Tumor	0.6
CPT0086820003	Tumor	0.6
CPT0001260009	Tumor	0.5
CPT0023350003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0092740003	Normal	0.5
CPT0076350001	Normal	0.5
CPT0012180003	Tumor	0.4
CPT0086950003	Tumor	0.4
CPT0078800003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0075130003	Tumor	0.4
CPT0009060003	Tumor	0.4
CPT0079430001	Normal	0.4
CPT0017450001	Normal	0.4
CPT0088900003	Tumor	0.3
CPT0078530001	Normal	0.3
CPT0001350001	Normal	0.3
CPT0025060001	Normal	0.3
CPT0079410003	Tumor	0.3
CPT0065450001	Normal	0.3
CPT0025610001	Normal	0.3
CPT0009080003	Normal	0.2
CPT0066430001	Normal	0.2
CPT0088920001	Normal	0.2
CPT0065430003	Tumor	0.2
CPT0092800003	Normal	0.2
CPT0026420001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0086370003	Normal	0.2
CPT0081880003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0088550004	Tumor	0.2
CPT0013790003	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0012090003	Normal	0.2
CPT0065820001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0001540009	Tumor	0.2
CPT0007870001	Normal	0.2
CPT0021240003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0086890003	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0000790001	Normal	0.1
CPT0026410003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0081620001	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0000640003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0023360001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0064400001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0085670003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0078840001	Normal	0.1
CPT0069160003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0014130001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0077110003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0092310003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0063640001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0020120003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0092190003	Normal	0.0
CPT0006530001	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0078510003	Tumor	0.0
CPT0009000003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0078830003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0012920003	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0011240003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0012080003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0014450004	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0019160001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0065750003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0065870003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0069000003	Tumor	-0.2
CPT0065810003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0009020003	Normal	-0.2
CPT0025580004	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0088500001	Normal	-0.2
CPT0077490003	Tumor	-0.2
CPT0001500009	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0079270003	Tumor	-0.2
CPT0077310003	Tumor	-0.2
CPT0000780007	Tumor	-0.2
CPT0089020003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0012670003	Tumor	-0.2
CPT0002370001	Normal	-0.2
CPT0081990003	Tumor	-0.2
CPT0007860003	Tumor	-0.2
CPT0006900003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0087040003	Tumor	-0.3
CPT0081600003	Tumor	-0.3
CPT0001230001	Normal	-0.3
CPT0064370003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0025170003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0011410003	Tumor	-0.3
CPT0079300001	Normal	-0.3
CPT0088970003	Tumor	-0.3
CPT0088760003	Tumor	-0.3
CPT0075720003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0015910003	Tumor	-0.3
CPT0088630003	Tumor	-0.3
CPT0079180003	Tumor	-0.3
CPT0025290003	Tumor	-0.4
CPT0019130003	Tumor	-0.4
CPT0065930003	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0088690003	Tumor	-0.5
CPT0065690003	Tumor	-0.7
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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 HPA025753	Antibody HPA057038
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