Expression of CRYZL1 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

CRYZL1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.22

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	50.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	43.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	36.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	36.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	33.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	32.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	28.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	27.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	26.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	25.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	24.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	24.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	23.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	20.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	20.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	19.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	19.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	19.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	17.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	17.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	17.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	17.3
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	17.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	17.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	17.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	15.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	14.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	14.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	13.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	13.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	12.5
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	11.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	11.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	10.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	10.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	9.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	9.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	8.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	7.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	7.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	7.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	6.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	6.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	5.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.7
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.6
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	2.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CRYZL1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.58

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

24.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	83.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	59.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	56.8
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	56.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	53.1
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	53.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	51.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	49.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	47.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	46.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	45.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	45.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	44.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	44.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	43.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	43.0
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	42.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	42.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	42.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	42.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	42.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	42.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	41.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	40.9
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	40.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	40.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	40.2
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	39.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	39.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	39.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	39.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	39.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	39.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	39.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	39.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	39.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	39.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	38.8
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	38.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	38.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	38.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	38.0
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	37.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	37.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	37.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	37.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	37.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	37.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	37.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	37.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	36.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	36.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	36.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	36.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	36.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	36.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	36.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	36.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	35.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	35.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	35.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	35.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	35.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	35.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	35.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	35.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	35.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	35.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	35.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	35.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	34.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	34.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	34.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	34.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	34.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	34.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	34.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	34.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	34.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	33.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	33.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	33.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	33.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	33.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	33.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	33.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	33.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	33.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	32.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	32.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	32.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	32.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	32.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	32.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	32.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	32.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	32.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	32.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	32.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	32.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	32.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	31.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	31.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	31.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	31.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	31.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	31.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	31.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	31.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	31.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	31.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	31.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	31.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	31.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	31.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	31.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	31.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	31.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	30.9
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	30.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	30.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	30.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	30.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	30.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	30.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	30.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	30.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	30.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	30.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	30.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	30.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	30.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	30.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	29.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	29.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	29.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	29.6
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	29.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	29.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	29.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	29.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	29.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	29.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	29.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	29.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	28.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	28.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	28.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	28.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	28.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	28.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	28.7
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	28.6
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	28.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	28.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	28.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	28.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	28.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	28.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	28.1
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	27.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	27.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	27.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	27.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	27.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	27.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	27.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	27.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	27.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	27.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	27.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	27.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	27.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	27.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	27.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	27.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	27.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	27.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	27.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	27.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	27.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	27.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	27.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	26.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	26.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	26.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	26.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	26.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	26.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	26.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	26.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	26.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	26.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	26.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	26.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	26.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	26.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	26.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	26.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	25.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	25.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	25.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	25.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	25.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	25.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	25.9
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	25.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	25.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	25.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	25.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	25.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	25.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	25.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	25.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	25.5
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	25.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	25.3
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	25.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	25.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	25.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	25.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	25.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	25.1
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	24.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	24.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	24.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	24.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	24.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	24.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	24.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	24.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	24.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	24.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	24.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	24.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	24.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	24.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	23.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	23.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	23.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	23.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	23.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	23.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	23.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	23.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	23.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	23.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	23.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	23.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	23.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	23.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	23.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	23.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	23.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	23.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	23.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	23.4
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	23.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	23.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	23.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	23.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	23.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	23.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	23.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	23.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	23.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	22.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	22.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	22.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	22.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	22.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	22.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	22.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	22.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	22.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	22.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	22.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	22.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	22.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	22.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	22.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	22.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	22.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	22.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.1
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	22.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	21.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	21.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	21.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	21.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	21.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	21.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	21.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	21.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	21.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	21.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	21.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	21.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	21.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	21.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	21.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	21.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	21.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	21.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	21.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	21.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	21.1
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	21.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	21.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	20.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	20.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	20.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	20.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	20.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	20.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	20.6
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	20.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	20.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	20.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	20.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	20.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	20.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	20.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	20.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	20.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	19.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	19.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	19.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	19.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	19.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	19.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	19.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	19.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	19.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	19.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	19.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	19.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	19.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	19.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	19.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	19.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	19.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	19.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	19.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	19.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	19.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	18.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	18.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	18.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	18.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	18.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	18.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	18.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	18.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	18.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	18.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	18.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	18.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	18.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	18.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	18.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	17.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	17.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	17.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	17.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	17.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	17.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	17.4
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	17.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	17.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	17.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	17.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	17.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	17.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	17.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	17.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	17.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	16.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	16.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	16.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	16.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.3
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	16.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	16.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	16.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	15.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	15.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	15.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	15.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	15.5
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	15.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	15.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	15.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	15.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	15.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	15.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	14.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	14.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	14.6
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	14.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	14.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	14.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	14.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	14.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	14.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	14.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	14.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	14.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.2
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	13.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	13.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	13.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	13.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	13.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	13.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	13.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	13.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	13.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	13.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	13.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	13.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	13.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.2
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	13.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	12.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	12.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	12.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	12.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	12.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	12.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	12.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	11.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	10.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	10.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	10.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	10.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	10.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	10.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	10.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	10.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	9.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	9.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.4
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	9.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	8.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	8.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	8.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	8.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	7.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	7.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	6.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.0
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	6.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CRYZL1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.76

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

25.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	44.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	42.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	41.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	38.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	37.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	37.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	36.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	36.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	36.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	36.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	36.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	35.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	34.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	34.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	34.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	34.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	33.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	33.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	32.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	32.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	31.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	31.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	31.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	31.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	30.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	30.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	30.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	30.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	29.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	29.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	29.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	29.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	28.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	28.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	28.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	28.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	28.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	28.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	27.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	27.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	27.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	27.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	26.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	26.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	26.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	25.9
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	25.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	25.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	25.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	25.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	24.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	24.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	24.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	23.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	23.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	23.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	22.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	22.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	22.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	21.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	20.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	19.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	19.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	19.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	19.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	19.1
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	19.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	19.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	18.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	18.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	18.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	18.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	17.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	17.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	17.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	16.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	16.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	15.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	14.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.3
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	14.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	13.6
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	13.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	12.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	9.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CRYZL1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.99

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

19.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	114.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	93.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	74.6
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	72.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	69.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	67.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	66.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	66.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	63.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	62.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	62.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	61.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	57.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	53.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	53.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	52.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	50.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	49.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	49.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	48.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	48.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	47.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	46.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	44.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	44.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	43.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	42.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	41.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	41.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	39.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	39.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	37.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	36.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	36.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	33.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	32.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	31.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	31.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	31.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	30.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	29.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	29.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	28.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	28.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	27.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	26.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	26.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	26.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	25.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	24.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	24.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	23.9
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	23.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	23.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	23.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	23.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	23.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	22.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	22.9
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	22.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	22.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	22.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	22.3
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	21.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	21.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	21.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	21.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	21.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	21.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	21.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	20.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	20.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	20.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	20.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	20.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	20.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	19.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	19.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	19.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	19.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	19.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	19.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	19.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	19.1
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	18.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	18.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	18.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	18.7
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	18.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	18.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	18.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	18.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	18.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	18.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	18.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	18.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	17.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	17.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	17.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	17.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	17.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	17.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	17.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	17.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	17.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	17.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	17.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	17.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	17.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	17.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	17.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	16.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	16.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	16.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	16.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	16.7
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	16.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	16.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	16.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	16.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	16.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	15.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	15.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	15.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	15.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	15.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	15.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	15.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	15.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.0
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	15.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	14.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	14.4
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	14.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	14.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	14.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	14.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	14.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	13.9
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	13.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	13.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	13.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	13.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	13.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	13.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	12.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	12.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	12.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	12.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	12.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	12.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	12.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	12.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	12.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	12.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	12.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	12.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	12.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	12.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	12.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	11.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	11.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	11.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	11.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	11.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	11.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	11.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	11.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	11.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	11.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	11.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	11.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	11.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	11.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	11.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	11.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	10.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	10.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	10.8
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	10.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	10.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	10.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	10.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	9.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	9.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	9.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	9.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	9.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	9.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	9.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	9.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	9.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	9.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	9.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	8.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	8.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	8.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	8.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	7.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	7.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	7.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	6.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	6.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	6.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	6.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	6.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	5.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	5.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	4.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	4.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	3.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	3.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	2.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	1.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0011410003	Tumor	0.8
CPT0002270011	Tumor	0.6
CPT0086950003	Tumor	0.5
CPT0025230003	Tumor	0.4
CPT0078840001	Normal	0.4
CPT0012900004	Tumor	0.4
CPT0012570003	Normal	0.4
CPT0026410003	Tumor	0.4
CPT0078830003	Tumor	0.4
CPT0066430001	Normal	0.4
CPT0021240003	Tumor	0.4
CPT0001540009	Tumor	0.4
CPT0026420001	Normal	0.4
CPT0018250001	Normal	0.4
CPT0009080003	Normal	0.3
CPT0006950001	Normal	0.3
CPT0076350001	Normal	0.3
CPT0009000003	Tumor	0.3
CPT0017450001	Normal	0.3
CPT0025060001	Normal	0.3
CPT0092740003	Normal	0.3
CPT0084560003	Tumor	0.3
CPT0013790003	Normal	0.3
CPT0012550003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0020020001	Normal	0.3
CPT0012770003	Normal	0.3
CPT0023360001	Normal	0.3
CPT0092800003	Normal	0.3
CPT0020130001	Normal	0.3
CPT0025050003	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0006530001	Normal	0.3
CPT0088780001	Normal	0.3
CPT0086890003	Normal	0.3
CPT0065930003	Tumor	0.2
CPT0092310003	Normal	0.2
CPT0012090003	Normal	0.2
CPT0069010001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0089480003	Normal	0.2
CPT0010170001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0079480003	Tumor	0.2
CPT0088970003	Tumor	0.2
CPT0063640001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0015810003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0079430001	Normal	0.2
CPT0077140001	Normal	0.2
CPT0065450001	Normal	0.2
CPT0000890001	Normal	0.2
CPT0065810003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0007320003	Tumor	0.2
CPT0009020003	Normal	0.2
CPT0010120001	Normal	0.2
CPT0071150004	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0014350001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0075570001	Normal	0.2
CPT0007870001	Normal	0.2
CPT0088710001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0023710001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0082010001	Normal	0.2
CPT0001180009	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0077500001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0012290003	Normal	0.2
CPT0088920001	Normal	0.2
CPT0064400001	Normal	0.2
CPT0014130001	Normal	0.1
CPT0011240003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0007470001	Normal	0.1
CPT0024670003	Tumor	0.1
CPT0088480003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0066520001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0000790001	Normal	0.1
CPT0079230003	Tumor	0.1
CPT0078530001	Normal	0.1
CPT0075170001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0012280003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0001510001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0001230001	Normal	0.1
CPT0079270003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0006630003	Tumor	0.0
CPT0069190001	Normal	0.0
CPT0001500009	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0081990003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0087040003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0069000003	Tumor	0.0
CPT0010160003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0086820003	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0077320001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0064370003	Tumor	0.0
CPT0079510001	Normal	0.0
CPT0001550001	Normal	-0.1
CPT0079380003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0066480003	Tumor	-0.1
CPT0081880003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0000640003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0075130003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0079300001	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0065690003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0065750003	Tumor	-0.2
CPT0015730003	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0092730003	Tumor	-0.2
CPT0086030003	Tumor	-0.2
CPT0017850003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0012670003	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0088900003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0079410003	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0001260009	Tumor	-0.2
CPT0025880003	Tumor	-0.2
CPT0081600003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0092290003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0088760003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0063630003	Tumor	-0.4
CPT0088630003	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0079180003	Tumor	-0.4
CPT0088690003	Tumor	-0.5
CPT0014450004	Tumor	-0.5
CPT0012180003	Tumor	-0.5
CPT0066470004	Tumor	-0.5
CPT0069160003	Tumor	-0.8
CPT0078800003	Tumor	-0.9
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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 HPA019120	Antibody HPA029399	Antibody CAB034129
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