Expression of ZER1 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

ZER1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.85

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

27.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	56.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	51.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	49.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	47.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	47.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	47.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	45.5
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	43.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	41.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	40.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	37.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	37.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	37.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	35.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	35.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	34.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	34.3
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	34.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	33.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	31.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	31.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	30.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	29.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	29.5
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	29.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	29.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	28.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	28.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	27.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	27.3
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	26.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	26.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	25.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	25.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	25.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	25.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	25.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	24.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	24.2
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	22.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	21.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	21.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	21.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	21.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	20.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	20.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	20.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	20.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	19.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	18.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	17.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	17.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	17.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	17.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	16.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	16.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	16.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	16.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	15.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	14.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	14.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	14.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	12.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	11.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZER1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.52

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	45.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	45.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	38.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	38.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	37.8
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	35.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	34.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	34.2
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	34.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	34.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	33.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	32.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	32.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	31.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	31.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	31.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	31.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	31.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	30.9
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	30.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	30.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	30.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	30.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	30.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	29.9
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	29.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.6
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	29.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	29.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	29.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	29.3
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	29.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	29.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	28.9
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	28.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	28.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	28.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	28.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	28.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	28.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	27.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	27.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	27.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	27.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	27.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	27.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	27.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	27.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	27.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	27.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	27.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	27.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	27.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	26.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	26.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	26.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	26.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	26.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	26.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	26.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	26.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	25.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	25.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	25.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	25.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	25.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	25.5
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	25.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	25.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	25.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	25.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	25.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	25.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	25.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	25.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	25.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	25.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	24.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	24.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	24.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	24.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	24.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	24.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	24.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	24.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	24.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	24.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	24.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	24.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	24.3
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	24.3
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	24.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	24.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	24.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	24.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	24.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	23.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	23.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	23.6
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	23.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	23.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	23.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	23.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	23.1
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	23.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	22.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	22.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	22.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	22.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	22.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	22.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	22.7
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	22.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	22.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	22.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	22.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	22.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	22.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	22.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	22.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	22.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	22.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	22.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	22.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	22.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	22.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	22.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	22.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	22.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	22.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	22.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	22.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	22.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	22.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	22.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	22.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	22.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	22.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	22.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	21.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	21.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	21.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	21.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	21.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	21.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	21.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	21.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	21.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	21.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	21.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	21.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	21.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	21.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	20.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	20.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	20.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	20.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	20.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	20.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	20.6
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	20.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	20.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	20.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	20.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	20.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	20.5
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	20.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	20.2
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	20.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	20.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	20.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	20.1
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	20.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	19.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	19.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	19.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	19.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	19.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	19.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	19.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	19.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	19.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	19.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	19.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	19.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	19.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	19.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	19.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	19.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	18.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	18.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	18.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	18.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	18.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	18.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	18.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	18.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	18.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	18.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	18.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	18.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	18.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	18.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	18.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	18.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	18.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	18.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	18.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	18.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	18.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	18.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	18.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	18.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	18.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	18.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	18.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	18.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	18.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	18.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	18.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	18.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	18.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	17.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	17.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	17.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	17.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	17.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	17.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	17.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	17.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	17.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	17.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	17.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	17.6
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	17.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	17.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.4
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	17.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	17.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	17.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	17.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	17.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	17.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	17.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	17.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	17.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	17.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	17.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	17.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	17.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	17.0
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	16.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	16.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	16.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	16.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	16.8
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	16.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	16.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	16.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	16.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	16.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	16.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	16.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	16.5
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	16.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	16.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	16.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	16.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	16.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	16.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	16.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	16.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	16.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	16.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	16.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.0
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	16.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	16.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	16.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	15.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	15.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	15.8
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	15.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	15.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	15.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	15.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	15.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	15.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	15.4
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	15.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	15.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	15.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	15.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	15.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	15.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	15.2
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	15.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	15.1
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	15.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	14.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	14.9
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	14.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	14.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	14.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	14.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	14.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	14.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	14.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	14.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	14.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	14.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	14.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	14.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	14.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	14.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	14.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	14.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	14.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	14.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	14.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	14.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	14.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	14.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	14.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	14.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	14.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	13.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	13.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	13.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	13.8
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	13.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	13.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	13.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	13.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	13.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	13.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	13.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	13.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.3
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	13.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	13.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	13.2
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	13.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	13.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	13.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	13.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	13.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	12.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	12.9
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	12.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	12.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	12.7
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	12.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	12.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	12.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	12.6
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	12.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	12.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	12.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	12.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	12.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	12.0
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	12.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	11.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	11.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.7
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	11.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	11.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	11.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	11.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	11.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	11.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	11.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	11.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	11.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	11.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	10.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	10.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	10.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	10.8
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	10.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	10.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	10.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	10.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	10.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	10.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	10.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	10.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	10.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	10.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	10.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	9.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	9.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	9.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	9.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	8.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	8.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	8.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	8.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.3
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	8.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	7.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	7.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	7.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	7.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	7.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	7.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	6.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	4.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZER1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.82

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	37.8
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	35.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	32.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	31.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	30.2
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	30.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	29.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	28.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	28.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	28.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	27.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	27.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	26.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	26.5
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	26.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	25.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	24.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	24.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	24.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	23.9
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	23.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	23.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	22.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	22.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	22.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	21.9
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	21.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	21.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	21.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	21.0
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	21.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	20.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	20.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	19.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	19.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	19.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	19.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	18.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	18.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	18.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	18.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	18.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	17.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	17.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	17.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	17.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	17.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	17.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	16.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	16.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	16.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	16.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	16.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	16.2
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	15.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	15.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	14.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	14.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	14.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	14.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	14.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	13.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	13.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	13.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	13.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	12.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	11.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	11.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.2
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	11.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	10.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	10.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	10.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	10.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	9.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	8.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	8.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	7.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	6.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	6.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZER1 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.86

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

25.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	64.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	53.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	52.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	47.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	44.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	44.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	44.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	43.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	43.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	43.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	42.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	42.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	42.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	41.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	41.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	41.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	40.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	40.5
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	40.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	39.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	39.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	39.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	39.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	38.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	38.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	38.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	37.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	36.5
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	36.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	36.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	35.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	35.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	35.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	34.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	34.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	34.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	34.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	33.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	33.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	33.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	33.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	33.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	33.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	33.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	33.1
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	32.9
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	32.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	32.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	32.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	32.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	32.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	32.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	32.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	32.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	31.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	31.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	31.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	31.7
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	31.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	31.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	31.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	31.1
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	31.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	30.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	30.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	30.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	30.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	30.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	30.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	30.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	30.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	30.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	30.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	29.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	29.9
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	29.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	29.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	29.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	29.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	29.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	28.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	28.8
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	28.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	28.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	28.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	28.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	28.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	28.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	28.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	27.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	27.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	27.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	27.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	27.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	27.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	27.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	27.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	26.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	26.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	26.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	26.6
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	26.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	26.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	26.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	26.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	26.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	26.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	26.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	26.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	26.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	26.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	26.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	26.0
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	26.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	25.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	25.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	25.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	25.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	25.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	25.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	25.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	25.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	25.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	25.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	25.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	25.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	25.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	24.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	24.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	24.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	24.6
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	24.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	24.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	24.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	24.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	24.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	23.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	23.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	23.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.6
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	23.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	23.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	23.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	23.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	23.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	23.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	23.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	23.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	23.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	23.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	23.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	22.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	22.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	22.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	22.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	22.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	22.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	22.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	22.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	22.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	22.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	22.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	22.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	22.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	22.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	22.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	21.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	21.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	21.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	21.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	21.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	21.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	21.5
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	21.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	21.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	21.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	21.1
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	21.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	21.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	20.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	20.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	20.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	20.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	20.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.6
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	20.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	20.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	20.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	20.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	20.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	20.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	20.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	20.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	20.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	19.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	19.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	19.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	19.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	19.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	19.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	19.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	19.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	19.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	19.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	19.0
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	18.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	18.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	18.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	18.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	18.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	17.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	17.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	17.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	17.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	17.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	17.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	17.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	17.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	17.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	16.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	16.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	16.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	16.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	16.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	16.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	16.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	16.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	16.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	16.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	15.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	15.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	15.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	15.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	15.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.1
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	15.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	14.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	14.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	14.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	14.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	14.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	14.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	13.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	13.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	13.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	12.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	12.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	12.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	12.1
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	11.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	11.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	11.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	10.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	9.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	8.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	8.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.1
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis