Expression of ZMAT2 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

ZMAT2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 48.42

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

64.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	159.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	146.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	135.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	122.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	119.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	114.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	112.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	112.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	111.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	106.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	101.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	91.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	91.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	91.6
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	91.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	86.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	84.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	81.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	78.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	75.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	75.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	69.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	69.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	68.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	66.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	65.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	63.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	63.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	63.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	62.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	62.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	60.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	57.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	55.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	54.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	49.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	48.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	48.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	47.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	46.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	45.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	44.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	44.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	43.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	43.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	42.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	42.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	41.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	40.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	40.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	38.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	33.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	31.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	30.9
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	30.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	28.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	28.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	27.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	25.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	24.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	23.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	23.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	23.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	20.5
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZMAT2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 64.99

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

69.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	177.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	131.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	131.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	131.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	131.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	128.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	128.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	123.4
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	123.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	120.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	114.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	114.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	111.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	111.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	111.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	111.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	111.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	110.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	110.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	108.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	108.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	107.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	107.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	107.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	106.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	106.0
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	105.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	104.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	103.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	102.0
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	101.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	101.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	101.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	101.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	101.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	101.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	101.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	101.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	101.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	100.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	100.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	100.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	100.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	100.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	100.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	99.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	98.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	98.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	98.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	98.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	98.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	97.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	96.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	96.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	95.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	94.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	93.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	93.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	93.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	93.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	93.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	93.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	93.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	92.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	92.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	92.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	92.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	92.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	92.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	92.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	92.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	92.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	91.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	91.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	91.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	91.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	90.9
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	90.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	90.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	90.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	90.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	89.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	89.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	89.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	89.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	89.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	89.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	89.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	89.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	89.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	88.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	88.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	88.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	88.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	88.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	88.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	88.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	88.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	88.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	87.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	87.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	87.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	87.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	87.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	87.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	87.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	87.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	87.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	86.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	86.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	86.7
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	86.7
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	86.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	86.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	86.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	86.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	86.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	85.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	85.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	85.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	85.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	85.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	85.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	84.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	84.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	84.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	84.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	84.1
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	84.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	83.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	83.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	83.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	83.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	83.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	83.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	83.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	83.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	83.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	83.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	82.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	82.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	82.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	82.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	82.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	81.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	81.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	81.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	81.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	81.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	81.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	81.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	81.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	81.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	81.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	81.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	81.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	81.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	80.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	80.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	80.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	80.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	80.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	80.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	80.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	80.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	80.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	80.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	80.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	79.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	79.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	79.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	79.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	79.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	79.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	79.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	79.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	79.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	79.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	79.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	78.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	78.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	78.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	78.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	78.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	78.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	78.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	77.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	77.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	77.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	77.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	76.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	76.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	76.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	76.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	76.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	76.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	76.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	76.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	75.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	75.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	75.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	75.7
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	75.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	75.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	75.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	75.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	75.1
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	75.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	74.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	74.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	74.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	74.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	74.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	74.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	73.9
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	73.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	73.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	73.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	73.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	73.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	73.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	73.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	73.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	73.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	73.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	73.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	73.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	73.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	72.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	72.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	72.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	72.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	72.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	72.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	72.4
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	72.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	72.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	72.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	72.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	72.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	72.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	72.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	71.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	71.8
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	71.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	71.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	71.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	71.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	71.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	70.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	70.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	70.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	70.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	70.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	70.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	70.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	69.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	69.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	69.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	69.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	69.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	69.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	69.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	69.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	69.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	69.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	69.4
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	69.3
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	69.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	69.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	68.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	68.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	68.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	68.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	68.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	68.3
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	68.1
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	68.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	67.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	67.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	67.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	67.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	67.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	67.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	67.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	67.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	66.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	66.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	66.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	66.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	66.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	65.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	65.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	65.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	65.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	65.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	65.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	65.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	65.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	65.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	65.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	65.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	65.0
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	64.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	64.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	64.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	64.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	64.2
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	64.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	64.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	64.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	63.9
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	63.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	63.7
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	63.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	63.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	63.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	63.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	63.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	63.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	63.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	62.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	62.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	62.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	62.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	62.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	62.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	62.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	62.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	62.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	62.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	61.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	61.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	61.6
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	61.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	61.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	61.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	61.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	60.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	60.9
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	60.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	60.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	60.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	60.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	60.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	60.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	60.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	59.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	59.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	59.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	59.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	59.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	58.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	58.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	58.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	58.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	58.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	58.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	58.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	58.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	58.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	57.9
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	57.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	57.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	57.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	57.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	57.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	57.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	57.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	57.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	57.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	57.0
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	56.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	56.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	56.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	56.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	56.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	56.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	56.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	56.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	56.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	56.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	56.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	56.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	55.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	55.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	55.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	55.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	55.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	55.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	55.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	55.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	55.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	55.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	55.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	55.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	55.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	55.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	54.9
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	54.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	54.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	54.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	54.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	54.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	53.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	52.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	52.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	52.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	52.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	52.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	52.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	52.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	52.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	52.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	51.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	51.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	51.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	51.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	51.5
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	51.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	51.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	51.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	51.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	50.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	50.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	50.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	50.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	50.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	50.2
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	50.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	50.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	50.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	49.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	49.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	49.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	49.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	49.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	49.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	49.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	49.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	48.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	48.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	48.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	48.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	48.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	48.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	48.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	47.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	47.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	47.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	47.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	47.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	46.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	46.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	46.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	45.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	45.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	44.9
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	44.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	44.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	44.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	44.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	44.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	44.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	44.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	43.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	43.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	43.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	42.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	42.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	42.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	42.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	42.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	41.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	41.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	40.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	40.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	40.1
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	40.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	39.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	39.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	39.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	39.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	39.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	39.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	39.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	39.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	38.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	38.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	38.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	37.4
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	36.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	36.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	36.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	36.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	35.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	35.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	34.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	34.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	33.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	32.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	32.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	31.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	31.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	31.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	31.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	30.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	30.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	28.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	27.8
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	27.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	25.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	25.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	24.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	22.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	21.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	19.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	18.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	18.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	16.8
Show allShow less

KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZMAT2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.26

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

72.3

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	120.5
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	108.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	107.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	106.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	105.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	102.7
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	102.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	100.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	98.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	98.8
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	97.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	94.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	94.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	92.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	91.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	89.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	89.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	88.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	87.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	87.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	87.1
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	86.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	85.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	85.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	85.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	84.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	83.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	81.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	81.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	79.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	79.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	79.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	78.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	78.6
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	78.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	78.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	77.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	77.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	77.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	76.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	76.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	75.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	75.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	74.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	72.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	72.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	71.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	71.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	71.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	71.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	71.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	70.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	70.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	70.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	68.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	68.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	68.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	68.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	68.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	68.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	67.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	66.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	66.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	65.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	64.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	64.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	64.3
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	64.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	63.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	62.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	62.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	61.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	61.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	61.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	61.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	60.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	60.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	59.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	59.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	58.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	58.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	57.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	55.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	55.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	55.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	54.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	54.0
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	53.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	53.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	51.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	50.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	49.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	48.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	42.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	41.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	38.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	38.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	37.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	35.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	31.4
Show allShow less

KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZMAT2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.87

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

59.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	187.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	165.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	139.7
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	130.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	130.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	128.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	124.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	120.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	119.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	118.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	106.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	106.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	104.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	103.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	102.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	98.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	97.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	96.3
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	95.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	95.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	94.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	94.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	92.2
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	91.5
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	91.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	90.1
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	90.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	89.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	88.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	88.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	87.2
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	86.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	85.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	85.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	83.9
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	83.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	83.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	82.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	81.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	81.6
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	80.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	80.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	79.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	79.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	78.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	77.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	77.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	77.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	76.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	76.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	76.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	75.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	75.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	75.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	75.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	74.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	74.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	74.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	73.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	73.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	73.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	73.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	73.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	71.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	71.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	71.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	70.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	70.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	70.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	70.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	70.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	69.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	69.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	69.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	68.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	68.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	68.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	67.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	67.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	66.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	66.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	65.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	65.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	65.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	65.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	64.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	64.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	64.6
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	64.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	64.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	64.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	63.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	63.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	63.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	63.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	62.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	62.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	62.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	62.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	62.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	62.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	62.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	61.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	61.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	61.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	61.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	61.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	61.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	61.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	61.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	61.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	61.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	61.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	60.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	60.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	60.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	60.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	59.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	59.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	59.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	59.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	59.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	59.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	59.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	59.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	59.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	59.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	59.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	58.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	58.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	58.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	58.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	58.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	57.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	57.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	57.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	57.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	57.4
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	57.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	57.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	57.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	57.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	56.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	56.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	55.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	55.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	55.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	55.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	55.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	55.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	55.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	54.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	54.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	54.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	54.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	54.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	54.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	54.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	53.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	53.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	53.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	53.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	53.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	53.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	52.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	52.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	52.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	52.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	52.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	52.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	52.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	52.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	51.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	51.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	51.5
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	51.4
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	51.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	51.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	51.1
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	50.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	50.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	50.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	50.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	49.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	49.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	49.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	49.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	49.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	49.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	48.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	48.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	48.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	47.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	47.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	47.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	47.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	47.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	47.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	46.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	46.7
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	46.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	46.1
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	46.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	46.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	45.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	45.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	44.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	44.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	44.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	44.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	44.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	44.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	44.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	43.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	43.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	43.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	43.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	42.7
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	41.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	41.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	41.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	41.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	41.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	40.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	40.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	40.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	39.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	39.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	39.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	39.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	39.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	39.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	39.1
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	38.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	38.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	37.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	37.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	37.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	37.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	36.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	36.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	36.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	36.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	35.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	35.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	34.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	34.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	34.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	33.8
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	33.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	33.7
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	33.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	33.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	33.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	33.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	32.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	32.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	31.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	31.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	30.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	30.6
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	29.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	29.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	28.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	28.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	26.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	25.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	24.6
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	24.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	24.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	23.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	23.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	23.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	23.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	21.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	20.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	18.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	17.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	17.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	16.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	15.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	14.2
Show allShow less

RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

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 HPA036518
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