Expression of ZFP36L2 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

ZFP36L2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.71

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

29.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	95.8
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	73.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	61.1
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	59.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	57.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	56.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	56.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	54.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	54.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	53.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	48.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	46.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	43.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	41.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	39.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	36.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	36.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	35.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	33.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	33.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	32.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	32.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	32.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	31.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	30.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	30.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	30.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	28.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	27.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	27.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	27.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	27.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	26.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	24.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	24.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	23.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	22.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	22.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	20.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	20.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	20.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	20.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	19.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	19.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	18.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	18.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	17.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	16.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	16.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	16.0
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	16.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	15.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	14.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	12.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	11.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	11.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	10.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	8.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	7.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZFP36L2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.89

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

54.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	227.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	171.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	152.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	143.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	138.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	129.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	124.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	119.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	118.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	118.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	118.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	115.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	115.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	115.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	113.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	110.0
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	108.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	108.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	107.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	104.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	104.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	100.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	100.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	100.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	99.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	99.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	98.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	98.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	97.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	96.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	96.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	95.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	95.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	94.9
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	94.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	91.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	89.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	88.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	87.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	87.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	86.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	86.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	86.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	85.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	85.6
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	85.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	85.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	84.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	84.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	84.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	84.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	83.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	83.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	83.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	83.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	83.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	83.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	82.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	82.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	82.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	82.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	81.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	80.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	80.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	80.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	79.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	79.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	79.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	79.0
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	78.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	78.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	78.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	78.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	77.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	77.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	77.3
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	77.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	77.2
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	77.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	77.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	77.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	76.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	76.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	76.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	75.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	75.7
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	75.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	75.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	75.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	75.4
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	75.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	75.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	74.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	74.9
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	74.7
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	74.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	74.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	74.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	73.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	73.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	73.5
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	73.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	73.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	73.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	72.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	72.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	72.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	71.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	71.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	71.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	71.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	71.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	70.7
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	70.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	70.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	70.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	70.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	70.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	69.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	69.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	69.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	69.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	68.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	68.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	68.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	68.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	67.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	67.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	67.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	67.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	67.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	67.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	67.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	67.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	67.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	67.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	66.8
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	66.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	66.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	66.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	66.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	66.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	66.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	66.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	66.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	66.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	66.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	65.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	65.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	65.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	64.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	64.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	64.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	64.5
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	64.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	64.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	64.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	64.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	64.1
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	64.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	63.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	63.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	63.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	63.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	63.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	63.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	63.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	62.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	62.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	62.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	62.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	61.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	61.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	61.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	61.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	61.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	61.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	60.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	60.4
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	60.4
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	60.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	60.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	60.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	59.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	59.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	59.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	59.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	59.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	59.6
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	59.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	59.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	59.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	59.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	59.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	59.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	59.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	59.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	59.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	59.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	59.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	58.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	58.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	58.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	58.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	57.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	57.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	57.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	57.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	57.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	57.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	57.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	57.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	57.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	57.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	57.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	57.1
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	57.0
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	56.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	56.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	56.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	56.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	56.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	56.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	56.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	56.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	55.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	55.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	55.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	55.4
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	55.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	55.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	55.0
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	54.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	54.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	54.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	54.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	54.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	54.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	54.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	54.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	54.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	54.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	54.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	53.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	53.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	53.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	53.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	53.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	53.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	53.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	53.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	53.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	53.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	53.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	52.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	52.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	52.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	52.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	52.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	52.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	51.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	51.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	51.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	51.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	51.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	51.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	51.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	51.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	51.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	51.0
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	50.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	50.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	50.5
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	50.4
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	50.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	50.1
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	50.0
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	49.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	49.6
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	49.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	49.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	49.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	49.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	48.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	48.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	48.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	48.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	48.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	48.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	48.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	48.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	48.2
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	48.2
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	48.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	48.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	48.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	47.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	47.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	47.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	47.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	47.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	47.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	47.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	47.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	47.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	47.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	47.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	46.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	46.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	46.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	46.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	46.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	46.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	46.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	45.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	45.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	45.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	45.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	45.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	45.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	45.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	45.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	45.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	45.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	44.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	44.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	44.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	44.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	44.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	44.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	44.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	44.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	44.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	44.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	43.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	43.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	43.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	43.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	43.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	43.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	43.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	43.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	43.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	42.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	42.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	42.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	42.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	42.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	42.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	42.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	41.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	41.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	41.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	41.3
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	41.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	40.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	40.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	40.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	40.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	40.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	40.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	40.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	40.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	40.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	39.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	39.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	39.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	39.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	39.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	39.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	39.4
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	39.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	39.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	38.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	38.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	38.8
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	38.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	38.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	38.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	38.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	38.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	37.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	37.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	37.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	37.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	37.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	37.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	37.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	37.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	37.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	37.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	37.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	37.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	37.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	37.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	36.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	36.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	36.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	36.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	36.3
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	35.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	35.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	35.8
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	35.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	35.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	35.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	35.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	35.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	35.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	35.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	35.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	35.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	34.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	34.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	34.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	34.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	34.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	34.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	34.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	33.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	33.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	33.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	33.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	33.6
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	33.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	33.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	33.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	33.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	33.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	33.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	32.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	32.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	32.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	32.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	32.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	32.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	31.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	31.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	31.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	31.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	30.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	30.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	30.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	30.2
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	30.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	29.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	29.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	29.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	29.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	28.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	28.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	28.9
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	28.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	28.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	28.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	27.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	27.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	27.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	27.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	27.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	27.4
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	27.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	27.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	26.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	26.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	26.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	26.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	26.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	25.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	25.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	25.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	24.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	24.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	24.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	24.6
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	24.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	24.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	24.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	24.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	24.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	24.1
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	23.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	23.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	23.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	23.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	23.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	23.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	23.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	23.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	22.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	22.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	21.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	21.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	21.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	21.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	20.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	20.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	20.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	20.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	20.3
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	19.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	19.1
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	17.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	17.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	17.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	16.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	15.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	15.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	15.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	14.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	14.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	14.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	10.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	10.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	5.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZFP36L2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 58.78

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

78.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	190.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	140.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	132.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	129.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	125.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	125.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	124.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	123.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	117.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	117.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	113.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	111.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	109.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	108.7
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	108.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	107.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	107.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	104.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	103.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	96.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	96.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	96.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	95.6
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	94.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	93.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	91.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	90.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	90.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	89.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	88.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	88.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	88.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	88.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	87.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	86.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	85.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	85.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	84.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	83.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	83.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	82.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	82.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	82.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	81.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	81.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	81.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	80.0
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	79.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	79.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	79.7
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	78.3
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	77.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	77.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	75.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	75.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	73.9
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	73.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	73.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	72.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	71.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	70.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	69.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	69.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	69.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	68.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	68.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	65.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	65.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	63.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	63.1
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	61.7
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	60.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	60.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	59.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	59.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	58.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	57.1
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	56.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	56.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	55.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	54.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	52.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	51.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	51.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	50.8
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	50.8
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	49.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	48.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	48.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	48.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	47.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	40.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	37.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	37.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	34.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.1
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	32.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	28.9
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	25.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	18.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZFP36L2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 85.87

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

68.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	309.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	237.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	221.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	220.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	213.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	187.5
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	172.6
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	159.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	156.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	153.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	152.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	147.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	142.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	139.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	139.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	138.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	135.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	133.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	131.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	130.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	130.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	127.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	126.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	125.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	125.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	124.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	122.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	121.2
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	120.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	118.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	117.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	116.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	114.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	111.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	109.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	108.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	108.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	107.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	107.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	106.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	105.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	104.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	103.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	103.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	102.2
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	101.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	101.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	101.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	100.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	99.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	98.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	96.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	95.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	95.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	94.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	93.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	93.6
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	93.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	92.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	92.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	91.3
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	90.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	89.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	89.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	89.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	88.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	87.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	87.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	86.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	86.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	86.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	86.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	85.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	85.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	84.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	84.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	83.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	83.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	83.1
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	82.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	82.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	81.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	81.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	80.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	79.9
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	79.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	78.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	78.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	77.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	76.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	75.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	75.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	74.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	74.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	74.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	74.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	73.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	73.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	73.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	72.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	71.4
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	71.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	71.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	70.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	70.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	69.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	69.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	68.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	68.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	67.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	66.9
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	66.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	66.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	66.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	65.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	65.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	65.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	64.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	64.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	64.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	64.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	63.9
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	63.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	63.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	63.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	63.2
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	62.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	62.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	62.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	62.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	61.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	61.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	61.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	60.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	60.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	60.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	60.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	59.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	59.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	59.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	59.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	59.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	58.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	58.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	58.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	57.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	57.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	57.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	57.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	57.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	57.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	56.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	56.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	56.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	55.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	54.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	54.8
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	54.7
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	54.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	54.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	54.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	54.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	54.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	54.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	53.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	53.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	53.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	53.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	53.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	53.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	52.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	52.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	51.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	50.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	50.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	50.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	50.3
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	50.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	50.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	49.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	49.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	49.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	49.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	49.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	49.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	48.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	48.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	48.2
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	48.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	47.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	47.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	47.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	47.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	47.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	47.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	47.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	46.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	46.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	46.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	46.0
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	45.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	45.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	44.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	44.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	44.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	44.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	44.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	43.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	43.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	43.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	43.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	42.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	42.6
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	42.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	42.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	42.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	42.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	41.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	41.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	41.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	41.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	41.3
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	41.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	40.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	40.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	40.7
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	40.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	39.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	39.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	39.5
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	38.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	38.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	38.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	37.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	37.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	36.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	36.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	35.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	35.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	34.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	34.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	33.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	33.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	33.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	33.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	32.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	31.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	30.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	29.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	29.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	29.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	28.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	28.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	27.9
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	27.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	27.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	26.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	26.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	25.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	25.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	24.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	24.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	24.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	23.1
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	21.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	20.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	20.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	20.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	20.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	19.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	19.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	19.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	18.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	18.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	18.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	17.4
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	17.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	16.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	15.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	12.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	8.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0075170001	Normal	0.7
CPT0088550004	Tumor	0.7
CPT0084590001	Normal	0.5
CPT0075720003	Tumor	0.5
CPT0092190003	Normal	0.4
CPT0078830003	Tumor	0.4
CPT0010120001	Normal	0.4
CPT0075570001	Normal	0.4
CPT0006440003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0076330003	Tumor	0.4
CPT0012180003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0006530001	Normal	0.3
CPT0071150004	Tumor	0.3
CPT0086970003	Normal	0.3
CPT0086370003	Normal	0.3
CPT0020130001	Normal	0.3
CPT0001270001	Normal	0.3
CPT0010160003	Tumor	0.3
CPT0009080003	Normal	0.3
CPT0078530001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0001540009	Tumor	0.3
CPT0076350001	Normal	0.3
CPT0013790003	Normal	0.3
CPT0017410003	Tumor	0.2
CPT0066430001	Normal	0.2
CPT0017450001	Normal	0.2
CPT0081880003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0092160003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0063640001	Normal	0.2
CPT0007470001	Normal	0.2
CPT0002270011	Tumor	0.2
CPT0014130001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0017850003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0000890001	Normal	0.2
CPT0001350001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0014470001	Normal	0.2
CPT0088570001	Normal	0.2
CPT0064400001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0001550001	Normal	0.2
CPT0077320001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0065930003	Tumor	0.2
CPT0000660001	Normal	0.1
CPT0024680001	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0088630003	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0079000001	Normal	0.1
CPT0026420001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0020020001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0088920001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0078670001	Normal	0.1
CPT0002370001	Normal	0.1
CPT0088640003	Normal	0.1
CPT0088710001	Normal	0.1
CPT0065450001	Normal	0.1
CPT0012920003	Normal	0.0
CPT0078940001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0011240003	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0012640003	Normal	0.0
CPT0079410003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0014350001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0085670003	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0077110003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0001220008	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0012080003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0009060003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0001510001	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0086820003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0079430001	Normal	-0.1
CPT0010110003	Tumor	-0.1
CPT0084560003	Tumor	-0.1
CPT0089480003	Normal	-0.1
CPT0077490003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0015810003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0079480003	Tumor	-0.1
CPT0089020003	Tumor	-0.1
CPT0025880003	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0089040001	Normal	-0.1
CPT0025350003	Tumor	-0.1
CPT0086360003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0001230001	Normal	-0.2
CPT0077500001	Normal	-0.2
CPT0001500009	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0069190001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0063630003	Tumor	-0.2
CPT0012570003	Normal	-0.2
CPT0023350003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0011410003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0000870016	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0081990003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0012770003	Normal	-0.3
CPT0086950003	Tumor	-0.3
CPT0075560003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0065810003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0088970003	Tumor	-0.3
CPT0069160003	Tumor	-0.3
CPT0025230003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0019990003	Tumor	-0.4
CPT0078800003	Tumor	-0.4
CPT0078930003	Tumor	-0.4
CPT0015730003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0001180009	Tumor	-0.4
CPT0006900003	Tumor	-0.4
CPT0078660003	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0024670003	Tumor	-0.5
CPT0025580004	Tumor	-0.5
CPT0065750003	Tumor	-0.5
CPT0021240003	Tumor	-0.6
CPT0066470004	Tumor	-0.7
CPT0014160003	Tumor	-0.7
CPT0079180003	Tumor	-1.1
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA047428
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