Expression of ZNF146 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

ZNF146 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.26

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

23.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	59.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	52.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	44.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	42.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	42.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	39.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	39.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	39.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	37.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	36.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	32.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	32.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	31.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	31.6
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	31.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	29.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	28.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	28.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	28.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	28.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	27.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	27.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	25.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	25.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	24.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	23.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	22.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	22.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	22.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	21.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	21.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	20.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	20.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	19.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	19.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	19.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	18.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	18.6
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	17.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	17.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	17.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	17.0
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	16.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	16.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	15.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	15.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	15.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	14.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	13.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	13.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	12.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	12.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	11.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	11.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	11.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	11.0
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.2
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	10.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.9
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZNF146 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.45

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

23.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	78.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	66.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	58.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	57.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	50.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	50.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	49.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	46.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	44.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	44.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	42.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	42.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	42.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	41.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	40.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	40.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	39.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	39.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	39.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	39.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	38.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	38.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	38.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	37.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	37.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	37.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	37.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	37.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	37.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	37.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	37.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	37.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	36.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	36.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	36.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	36.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	36.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	35.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	35.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	35.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	35.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	35.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	35.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	35.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	35.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	35.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	35.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	35.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	34.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	34.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	34.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	34.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	34.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	34.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	33.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	33.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	33.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	33.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	33.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	33.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	33.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	33.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	33.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	33.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	33.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	32.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	32.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	32.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	32.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	32.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	32.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	32.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	32.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	32.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	32.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	32.3
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	32.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	32.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	32.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	32.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	32.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	31.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	31.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	31.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	31.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	31.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	31.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	31.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	31.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	31.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	31.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	30.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	30.9
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	30.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	30.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	30.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	30.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	30.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	30.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	30.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	30.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	30.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	30.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	30.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	30.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	30.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	30.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	30.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	30.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	30.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	30.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	29.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	29.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	29.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	29.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	29.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	29.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	29.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	29.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	29.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	29.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	29.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	29.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	29.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	29.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	29.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	29.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	29.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	29.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	29.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	29.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	29.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	29.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	29.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	29.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	29.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	28.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	28.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	28.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	28.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	28.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	28.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	28.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	28.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	28.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	28.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	28.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	28.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	28.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	28.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	28.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	28.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	27.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	27.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	27.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	27.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	27.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	27.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	27.5
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	27.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	27.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	27.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	27.4
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	27.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	27.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	27.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	27.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	27.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	27.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	27.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	27.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	27.1
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	27.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	26.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	26.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	26.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	26.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	26.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	26.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	26.4
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	26.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	26.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	26.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	26.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	26.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	26.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	26.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	26.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	25.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	25.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	25.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	25.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	25.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	25.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	25.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	25.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	25.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	25.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	25.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	25.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	24.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	24.9
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	24.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	24.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	24.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	24.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	24.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	24.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	24.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	24.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	24.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	24.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	24.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	24.6
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	24.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	24.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	24.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	24.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	24.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	24.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	24.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	24.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	24.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	24.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	24.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	24.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	24.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	24.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	24.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	24.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	24.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	24.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	24.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	24.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	23.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	23.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	23.8
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	23.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	23.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	23.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	23.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	23.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	23.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	23.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	23.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	23.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	23.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	23.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	23.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	23.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	23.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	23.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	23.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	23.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	23.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	23.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	22.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	22.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	22.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	22.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	22.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	22.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	22.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	22.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	22.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	22.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	22.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	22.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	22.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	22.6
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	22.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	22.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	22.5
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	22.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	22.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	22.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	22.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	22.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	22.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	22.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	22.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	22.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	22.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	22.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	22.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	22.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	22.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	21.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	21.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	21.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	21.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	21.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	21.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	21.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	21.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	21.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	21.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	21.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	21.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	21.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	21.1
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	21.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	21.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	21.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	21.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	20.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	20.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	20.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	20.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	20.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	20.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	20.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	20.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	20.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	20.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	20.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	20.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	20.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	20.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	20.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	19.9
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	19.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	19.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	19.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	19.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	19.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	19.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	19.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	19.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	19.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	19.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	19.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	19.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	19.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	19.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	19.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	19.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	18.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	18.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	18.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	18.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	18.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	18.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	18.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	18.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	18.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	18.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	18.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	18.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	18.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	18.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	18.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	18.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	18.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	18.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	18.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	18.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	17.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	17.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	17.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	17.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	17.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	17.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	17.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	17.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	17.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	17.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	17.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	17.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	17.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	17.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	17.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	17.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	16.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	16.8
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	16.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	16.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	16.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	16.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	16.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	16.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	16.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	16.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	16.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	16.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	15.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	15.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	15.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	15.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	15.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	15.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	15.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	15.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	15.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	14.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	14.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	14.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	14.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	14.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	14.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	14.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	14.0
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	13.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	13.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	13.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	13.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	13.3
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	13.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	13.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	13.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	12.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	12.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	12.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	12.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	12.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	12.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	12.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	12.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	11.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	11.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	11.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	11.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	11.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	11.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.2
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	11.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	11.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	11.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	10.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	10.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	10.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	10.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	10.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	9.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	9.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	9.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	8.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	8.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	8.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	8.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	8.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	7.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.3
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	6.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	5.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.2
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	5.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZNF146 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.67

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

32.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	160.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	51.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	50.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	49.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	46.9
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	46.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	45.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	44.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	44.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	42.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	42.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	42.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	41.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	41.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	40.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	40.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	40.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	39.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	39.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	39.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	39.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	37.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	37.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	37.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	37.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	37.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	37.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	36.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	35.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	35.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	35.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	35.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	35.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	35.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	35.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	34.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	34.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	34.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	34.2
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	34.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	33.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	32.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	32.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	32.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	32.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	32.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	31.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	31.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	31.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	31.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	30.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	30.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	30.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	30.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	30.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	29.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	29.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	29.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	29.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	28.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	28.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	28.7
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	28.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	28.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	28.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	27.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	26.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	26.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	25.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	25.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	24.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	24.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	24.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	22.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	22.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	22.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	21.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	20.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	20.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	20.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	20.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	19.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	19.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	18.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	18.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	17.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	17.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	16.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	15.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	15.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	14.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZNF146 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.86

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

18.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	76.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	62.3
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	60.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	57.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	54.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	48.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	47.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	46.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	43.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	38.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	38.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	38.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	37.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	37.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	36.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	36.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	36.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	35.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	34.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	34.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	33.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	33.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	32.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	31.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	31.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	31.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	31.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	31.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	30.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	30.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	30.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	30.3
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	30.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	30.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	30.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	29.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	28.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	28.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	27.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	27.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	27.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	27.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	27.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	27.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	27.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	27.0
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	26.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	26.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	26.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	26.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	26.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	26.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	26.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	26.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	26.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	25.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	25.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	25.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	25.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	25.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	24.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	24.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	24.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	24.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	23.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	23.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	23.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	23.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	23.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	22.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	22.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	22.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	22.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	22.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	22.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	21.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	21.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	21.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	21.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	21.6
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	21.6
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.5
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	21.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	21.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	20.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	20.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	20.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	20.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	20.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	20.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	20.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	20.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	19.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	19.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	19.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	19.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	19.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	19.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	19.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	19.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	19.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	19.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	19.0
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	18.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	18.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	18.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	18.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	18.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	18.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	18.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	18.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	17.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	17.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	17.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	17.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	17.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	17.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	17.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	17.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	17.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	17.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	17.0
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	17.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	16.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	16.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	16.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	16.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	16.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	16.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	16.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	16.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	15.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	15.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	15.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	15.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	15.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	15.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	15.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	15.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	15.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	14.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	14.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	14.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	14.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	14.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	14.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	14.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	14.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	14.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	13.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	13.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	13.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	13.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	13.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	13.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	13.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	13.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	13.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.8
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	12.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	12.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	12.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	12.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	12.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	12.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	12.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	12.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	12.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	12.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	12.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	11.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	11.9
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	11.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	11.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	11.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	11.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	10.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	10.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	10.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	10.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	10.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	10.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	9.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	9.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	9.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	9.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	9.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	9.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	8.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	8.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	8.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	7.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	6.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	6.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	6.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	5.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	5.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0014450004	Tumor	0.9
CPT0006440003	Tumor	0.9
CPT0085670003	Tumor	0.8
CPT0011410003	Tumor	0.8
CPT0026410003	Tumor	0.7
CPT0071150004	Tumor	0.7
CPT0000780007	Tumor	0.7
CPT0077110003	Tumor	0.6
CPT0017850003	Tumor	0.6
CPT0010160003	Tumor	0.6
CPT0086950003	Tumor	0.6
CPT0079480003	Tumor	0.6
CPT0012080003	Tumor	0.5
CPT0075720003	Tumor	0.5
CPT0077320001	Normal	0.5
CPT0077490003	Tumor	0.5
CPT0092190003	Normal	0.5
CPT0088630003	Tumor	0.5
CPT0063630003	Tumor	0.4
CPT0088760003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0088970003	Tumor	0.4
CPT0025350003	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0078990003	Tumor	0.3
CPT0081990003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0079510001	Normal	0.3
CPT0088480003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0001270001	Normal	0.3
CPT0012370003	Tumor	0.3
CPT0088690003	Tumor	0.3
CPT0000640003	Tumor	0.3
CPT0079230003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0065820001	Normal	0.2
CPT0001260009	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0007870001	Normal	0.2
CPT0025580004	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0002350011	Tumor	0.2
CPT0086370003	Normal	0.2
CPT0069010001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0001340003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0011240003	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0023350003	Tumor	0.2
CPT0069190001	Normal	0.2
CPT0012180003	Tumor	0.2
CPT0088570001	Normal	0.1
CPT0025230003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0020130001	Normal	0.1
CPT0088900003	Tumor	0.1
CPT0014130001	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0064400001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0012290003	Normal	0.0
CPT0000890001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0025110003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0079430001	Normal	0.0
CPT0078800003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0084560003	Tumor	0.0
CPT0009060003	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0069000003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0006730001	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0078940001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0079180003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0088640003	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0001350001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0012090003	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0087050003	Normal	-0.2
CPT0066520001	Normal	-0.2
CPT0086830003	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0089480003	Normal	-0.2
CPT0015810003	Tumor	-0.2
CPT0001230001	Normal	-0.2
CPT0023360001	Normal	-0.2
CPT0007320003	Tumor	-0.2
CPT0018250001	Normal	-0.2
CPT0000870016	Tumor	-0.2
CPT0002270011	Tumor	-0.2
CPT0006900003	Tumor	-0.2
CPT0088710001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0086970003	Normal	-0.3
CPT0009080003	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0001180009	Tumor	-0.3
CPT0076350001	Normal	-0.3
CPT0078660003	Tumor	-0.3
CPT0078840001	Normal	-0.3
CPT0024670003	Tumor	-0.3
CPT0009020003	Normal	-0.3
CPT0092160003	Tumor	-0.3
CPT0012570003	Normal	-0.3
CPT0079380003	Tumor	-0.3
CPT0012770003	Normal	-0.3
CPT0012670003	Tumor	-0.3
CPT0088500001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0069160003	Tumor	-0.3
CPT0088550004	Tumor	-0.4
CPT0066430001	Normal	-0.4
CPT0017450001	Normal	-0.4
CPT0065930003	Tumor	-0.5
CPT0015910003	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0089460004	Tumor	-0.5
CPT0066480003	Tumor	-0.6
CPT0012900004	Tumor	-0.6
CPT0063320003	Tumor	-0.6
CPT0087040003	Tumor	-0.6
CPT0019990003	Tumor	-0.6
CPT0012280003	Tumor	-0.6
CPT0024680001	Normal	-0.7
CPT0012550003	Tumor	-0.8
CPT0021240003	Tumor	-0.9
CPT0086360003	Tumor	-0.9
CPT0023690003	Tumor	-1.1
CPT0092790003	Tumor	-1.2
CPT0075560003	Tumor	-1.3
CPT0065690003	Tumor	-1.3
CPT0007860003	Tumor	-1.4
CPT0025170003	Tumor	-1.4
CPT0020120003	Tumor	-1.6
CPT0066470004	Tumor	-1.6
CPT0081880003	Tumor	-1.6
CPT0065810003	Tumor	-1.8
CPT0078510003	Tumor	-1.8
CPT0092290003	Tumor	-1.9
CPT0077310003	Tumor	-2.0
CPT0078930003	Tumor	-2.1
CPT0014160003	Tumor	-2.1
CPT0006630003	Tumor	-2.2
CPT0064370003	Tumor	-2.2
CPT0025290003	Tumor	-2.3
CPT0086030003	Tumor	-2.4
CPT0065750003	Tumor	-3.4
CPT0015730003	Tumor	-3.5
CPT0001500009	Tumor	N/A
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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 HPA003358
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