Expression of ZC3H7B 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

ZC3H7B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.39

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

41.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	111.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	107.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	99.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	80.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	73.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	69.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	68.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	67.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	63.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	62.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	62.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	60.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	54.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	51.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	50.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	49.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	46.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	45.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	44.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	44.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	43.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	43.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	43.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	42.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	41.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	39.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	39.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	39.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	38.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	38.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	37.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	37.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	37.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	37.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	35.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	34.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	34.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	34.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	33.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	32.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	32.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	31.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	29.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	29.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	28.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	28.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	26.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	26.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	25.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	25.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	24.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	23.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	23.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	23.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	22.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	22.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	20.1
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	19.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	19.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	18.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	16.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	12.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	12.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	10.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZC3H7B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 26.59

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

26.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	66.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	66.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	62.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	62.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	62.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	61.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	61.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	59.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	58.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	56.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	56.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	56.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	54.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	52.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	52.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	52.0
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	51.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	49.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	49.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	49.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	48.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	48.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	48.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	47.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	47.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	47.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	47.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	47.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	47.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	46.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	46.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	46.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	46.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	46.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	45.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	45.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	45.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	44.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	44.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	44.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	44.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	43.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	43.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	43.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	43.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	43.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	43.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	43.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	42.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	42.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	42.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	42.1
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	42.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	41.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	41.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	41.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	41.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	41.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	40.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	40.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	40.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	40.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	40.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	40.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	40.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	39.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	39.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	39.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	39.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	39.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	39.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	39.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	39.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	39.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	38.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	38.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	38.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	38.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	38.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	37.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	37.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	37.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	37.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	37.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	37.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	37.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	37.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	37.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	37.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	36.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	36.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	36.8
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	36.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	36.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	36.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	36.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	36.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	36.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	36.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	36.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	36.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	36.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	36.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	36.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	35.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	35.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	35.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	35.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	35.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	35.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	35.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	35.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	34.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	34.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	34.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	34.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	33.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	33.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	33.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	33.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	33.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	33.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	33.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	33.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	33.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	33.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	33.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	32.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	32.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	32.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	32.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	32.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	32.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	32.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	32.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	32.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	32.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	32.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	32.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	32.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	32.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	32.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	32.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	32.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	31.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	31.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	31.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	31.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	31.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	31.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	31.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	31.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	31.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	31.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	31.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	31.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	31.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	31.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	31.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	30.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	30.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	30.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	30.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	30.7
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	30.6
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	30.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	30.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	30.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	30.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	30.3
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	30.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	30.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	30.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	29.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	29.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	29.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	29.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	29.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	29.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	29.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	29.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	29.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	29.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	29.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	29.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	29.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	29.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	29.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	28.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	28.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	28.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	28.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	28.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	28.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	28.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	28.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	28.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	28.2
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	28.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	28.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	28.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	27.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	27.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	27.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	27.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	27.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	27.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	27.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	27.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	27.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	27.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	27.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	27.1
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	27.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	27.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	27.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	26.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	26.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	26.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	26.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	26.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	26.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	26.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	26.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	26.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	26.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	26.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	26.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	26.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	26.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	26.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	26.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	26.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	26.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	26.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	26.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	26.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	26.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	26.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	26.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	26.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	26.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	26.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	26.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	26.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	26.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	26.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	25.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	25.9
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	25.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	25.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	25.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	25.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	25.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	25.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	25.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	25.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	25.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	25.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	25.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	25.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	25.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	25.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	25.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	25.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	25.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	25.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	25.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	25.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	25.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	24.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	24.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	24.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	24.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	24.8
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	24.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	24.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	24.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	24.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	24.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	24.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	24.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	24.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	24.3
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	24.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	24.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	24.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	24.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	24.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	23.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	23.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	23.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	23.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	23.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	23.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	23.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	23.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	23.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	22.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	22.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	22.8
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	22.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	22.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	22.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	22.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	22.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	22.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	22.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	22.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	22.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	22.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	22.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	21.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	21.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	21.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	21.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	21.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	21.5
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	21.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	21.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	21.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	21.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	21.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	21.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	21.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	20.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	20.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	20.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	20.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	20.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	20.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	20.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	20.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	20.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	20.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	20.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	20.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	20.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	20.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	20.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	20.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	20.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	20.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	20.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	20.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	20.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	20.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	19.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	19.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	19.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	19.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	19.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	19.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	19.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	19.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	19.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	19.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	19.3
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	19.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	19.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	19.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	19.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	19.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	19.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	18.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	18.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	18.8
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.8
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	18.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	18.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	18.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	18.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	18.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	18.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	18.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	18.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	18.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	18.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	18.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	17.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	17.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	17.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	17.6
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	17.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	17.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	17.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	17.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	17.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	17.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	16.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	16.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	16.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	16.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	16.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	16.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	16.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	16.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	16.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	16.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	16.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	15.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	15.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	15.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	15.2
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	15.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	15.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	15.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	14.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	14.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	14.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	14.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	14.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	14.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	14.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	14.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	14.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	13.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	13.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	13.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	13.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	13.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	13.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	13.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	12.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	12.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	12.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	12.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	12.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	12.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	12.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	12.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	12.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	12.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	12.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	12.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	11.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	11.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	11.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	11.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	11.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	11.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	11.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	11.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	11.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	10.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	10.4
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	10.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	9.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	9.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	8.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	8.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	7.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	6.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	6.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	5.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	5.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.9
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZC3H7B is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.36

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

31.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	55.3
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	54.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	52.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	51.2
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	50.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	49.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	49.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	48.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	46.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	45.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	45.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	43.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	42.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	42.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	42.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	41.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	41.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	41.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	40.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	40.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	40.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	40.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	39.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	39.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	39.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	39.0
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	38.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	38.5
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	38.5
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	38.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	38.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	37.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	35.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	35.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	35.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	33.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	33.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	32.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	32.8
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	32.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	32.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	32.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	32.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	32.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	32.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	31.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	31.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	31.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	31.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	31.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	30.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	30.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	30.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	30.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	29.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	28.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	28.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	28.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	27.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	27.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	27.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	26.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	26.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	26.2
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	26.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	25.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	25.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	25.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	25.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	24.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	24.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	24.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	24.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	24.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	22.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	22.4
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	21.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	21.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	21.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	20.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	20.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	19.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	19.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	19.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	18.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	18.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	17.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	16.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	16.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	15.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	14.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	14.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	13.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	12.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	10.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZC3H7B is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 33.69

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

30.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	121.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	87.3
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	79.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	79.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	73.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	72.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	68.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	67.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	63.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	63.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	62.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	61.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	60.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	60.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	59.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	58.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	58.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	58.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	58.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	57.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	55.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	55.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	55.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	54.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	53.5
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	53.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	53.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	51.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	51.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	51.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	51.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	50.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	49.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	49.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	49.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	48.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	48.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	48.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	47.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	47.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	46.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	46.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	46.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	45.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	45.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	45.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	45.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	45.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	44.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	44.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	43.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	43.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	43.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	43.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	42.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	42.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	42.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	42.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	42.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	41.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	41.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	40.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	40.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	40.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	40.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	40.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	39.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	39.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	39.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	39.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	39.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	38.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	38.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	38.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	37.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	37.5
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	37.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	37.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	37.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	37.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	37.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	36.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	36.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	36.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	36.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	36.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	36.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	35.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	35.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	35.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	35.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	35.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	35.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	35.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	35.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	34.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	34.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	34.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	34.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	34.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	34.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	34.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	33.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	33.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	33.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	32.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	32.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	32.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	31.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	31.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	31.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	31.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	31.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	31.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	31.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	31.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	30.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	30.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	30.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	30.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	30.2
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	30.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	29.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	29.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	29.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	29.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	29.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	29.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	29.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	29.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	29.1
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	28.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	28.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	28.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	28.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	28.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	27.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	27.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	27.8
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	27.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	27.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	27.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	27.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	27.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	26.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	26.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	26.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	26.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	26.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	26.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	26.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	26.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	26.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	25.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	25.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	25.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	25.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	25.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	24.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	24.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	24.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	24.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	24.3
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	24.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	24.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	24.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	24.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	24.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	23.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	23.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	23.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	23.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	23.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	23.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	23.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	23.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	23.3
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	23.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	23.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	23.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	22.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	22.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	22.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	22.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	22.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	22.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	22.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	22.3
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	22.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	21.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	21.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	21.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	21.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	21.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	21.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	21.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	20.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	20.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	20.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	20.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	19.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	19.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	19.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	19.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	18.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	18.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	18.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	17.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	17.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	17.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	17.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	17.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	17.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	17.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	17.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	17.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	17.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	16.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	16.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	16.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.5
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	16.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	16.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	15.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	15.8
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	15.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	15.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	15.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	15.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	15.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	14.5
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	14.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	14.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	14.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	14.1
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	14.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	13.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	13.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	13.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	13.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	12.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	12.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	12.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	11.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	11.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	11.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	11.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	9.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	9.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	9.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	8.7
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	7.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.7
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	6.0
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012550003	Tumor	0.7
CPT0069160003	Tumor	0.4
CPT0078530001	Normal	0.4
CPT0001270001	Normal	0.4
CPT0012670003	Tumor	0.3
CPT0079180003	Tumor	0.3
CPT0079380003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0088690003	Tumor	0.3
CPT0023350003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0001340003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0001540009	Tumor	0.2
CPT0025060001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0006950001	Normal	0.2
CPT0000640003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0001260009	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0084590001	Normal	0.2
CPT0006900003	Tumor	0.2
CPT0025610001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0010160003	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0069000003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0002270011	Tumor	0.2
CPT0006530001	Normal	0.2
CPT0088480003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0078660003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0076350001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0063640001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0092310003	Normal	0.1
CPT0079510001	Normal	0.1
CPT0001350001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0066470004	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0088550004	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0066480003	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0092740003	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0020130001	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0089480003	Normal	0.1
CPT0009080003	Normal	0.1
CPT0092160003	Tumor	0.1
CPT0092290003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0066430001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0007860003	Tumor	0.1
CPT0088500001	Normal	0.1
CPT0065450001	Normal	0.1
CPT0026410003	Tumor	0.1
CPT0086820003	Tumor	0.1
CPT0019130003	Tumor	0.1
CPT0010120001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0020020001	Normal	0.0
CPT0012080003	Tumor	0.0
CPT0082010001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0063320003	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0066520001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0012180003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0088710001	Normal	0.0
CPT0001180009	Tumor	0.0
CPT0017410003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0012570003	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0002370001	Normal	0.0
CPT0014470001	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0006730001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0081990003	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0020120003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0069190001	Normal	0.0
CPT0088780001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0001500009	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0088970003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0063330001	Normal	-0.1
CPT0025050003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0023710001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0092790003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0009000003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0009060003	Tumor	-0.1
CPT0024680001	Normal	-0.1
CPT0014370004	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0009020003	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0001230001	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0025880003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0024670003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0065930003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0078510003	Tumor	-0.3
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA001784
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
Adenocarcinoma, uncertain malignant potential