Expression of ZMYM4 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

ZMYM4 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.84

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

5.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	18.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	15.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	14.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	12.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	12.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	12.0
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	12.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	11.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	9.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	9.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	9.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	8.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	8.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	8.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	8.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	8.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	7.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	7.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	7.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	7.0
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	6.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	6.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	6.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	6.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	5.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	5.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	5.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	5.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	5.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	4.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	4.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	4.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	3.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	3.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	3.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	3.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	3.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	3.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	3.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	3.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	3.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	3.1
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	3.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	2.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	2.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	2.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	2.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	1.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	1.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZMYM4 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.98

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

11.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	55.9
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	34.5
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	32.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	30.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	24.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	24.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	24.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	24.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	24.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	23.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	23.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	23.1
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	23.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	22.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	21.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	21.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	21.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	21.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	21.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	21.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	21.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	21.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	21.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	21.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	20.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	20.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	20.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	20.1
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	19.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	19.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	19.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	19.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	19.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	19.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	19.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	19.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	19.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	19.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	19.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	18.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	18.8
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	18.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	18.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	18.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	18.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	18.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	18.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	18.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	18.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	18.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	18.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	18.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	17.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	17.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	17.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	17.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	17.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	17.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	17.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	17.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	17.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	17.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	16.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	16.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	16.8
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	16.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	16.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	16.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	16.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	16.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	16.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	16.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	16.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	16.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	16.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	16.3
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	16.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.2
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	16.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	16.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	16.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	16.0
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	16.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.9
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	15.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	15.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	15.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	15.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	15.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	15.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	15.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	15.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	15.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	15.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	15.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	15.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	15.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	15.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	15.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	15.2
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	15.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	15.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	15.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	15.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	15.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	14.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	14.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	14.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	14.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	14.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	14.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	14.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	14.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	14.7
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	14.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	14.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	14.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.6
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	14.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	14.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	14.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	14.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	14.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	14.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	14.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	14.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	14.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	14.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	14.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	13.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	13.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	13.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	13.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	13.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	13.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	13.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	13.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	13.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	13.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	13.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	13.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	13.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	13.6
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	13.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	13.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	13.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	13.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	13.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	13.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	13.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	13.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	13.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	13.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	13.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	13.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	13.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	13.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	13.0
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	13.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	12.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	12.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	12.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	12.8
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	12.7
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	12.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	12.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	12.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	12.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	12.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	12.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	12.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.5
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.5
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	12.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	12.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	12.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	12.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	12.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	12.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.3
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	12.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	12.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	12.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	12.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	12.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	12.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	12.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	12.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	12.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	12.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	12.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	12.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	12.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.0
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	11.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	11.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	11.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	11.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	11.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	11.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	11.8
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	11.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	11.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	11.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	11.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	11.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	11.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	11.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	11.6
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	11.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	11.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	11.4
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	11.4
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	11.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	11.3
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	11.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	11.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	11.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	11.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	11.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	11.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	11.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.1
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.0
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	11.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	11.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	10.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	10.8
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	10.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	10.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	10.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	10.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	10.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	10.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	10.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	10.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	10.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	10.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	10.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	10.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	10.3
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	10.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	10.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	10.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	10.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	10.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.1
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	10.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	10.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	10.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	10.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	10.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	10.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	10.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	10.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	10.0
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	10.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.9
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	9.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	9.8
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	9.7
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	9.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	9.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	9.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	9.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	9.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	9.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	9.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	9.4
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	9.4
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	9.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	9.4
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	9.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	9.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	9.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	9.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	9.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	9.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	9.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	8.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	8.6
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	8.6
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	8.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	8.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	8.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	8.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	8.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	8.4
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	8.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	8.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	8.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	8.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.0
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	8.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	8.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.0
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	7.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	7.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	7.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	7.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	7.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	7.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.7
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	7.7
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	7.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	7.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	7.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	7.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	7.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	7.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	7.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	7.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	7.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	7.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	7.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	7.1
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	7.0
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	6.9
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	6.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	6.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	6.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	6.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	6.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	6.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	6.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	6.4
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.3
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	6.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	6.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	6.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	5.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	5.9
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	5.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.8
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.8
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	5.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	5.6
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.6
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	5.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	5.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	5.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	5.0
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	4.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	4.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.8
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	4.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	4.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	4.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.6
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	3.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	2.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZMYM4 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.26

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

15.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	39.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	29.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	26.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	25.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	24.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	22.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	21.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	21.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	21.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	21.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	20.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	20.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	19.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	19.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	19.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	19.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	19.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	19.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	19.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	18.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	18.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	18.4
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	18.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	18.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	17.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	17.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	17.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	17.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	17.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	17.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	17.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	17.1
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	17.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	16.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	16.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	16.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	16.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	16.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	16.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	16.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	15.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	15.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	15.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	15.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	14.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	14.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	14.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	14.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	14.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	14.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	13.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	13.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	13.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	13.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	13.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	13.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	13.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.6
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	12.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	12.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	12.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	12.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	12.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	11.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	11.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	11.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	10.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	10.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	9.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	9.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	9.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	9.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	9.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	8.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	8.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	8.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	7.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	7.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	6.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.7
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	5.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	4.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	3.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ZMYM4 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 11.16

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

9.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	33.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	31.7
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	31.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	28.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	25.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	24.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	22.7
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	22.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	22.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	21.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	21.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	20.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	19.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	19.5
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	19.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	18.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	18.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	17.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	17.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	17.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.2
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	17.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	16.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	16.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	15.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	15.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	15.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	15.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	15.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	15.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	15.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	14.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	14.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	14.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	14.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	14.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	14.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	13.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	13.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	13.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	13.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	12.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	12.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	12.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	12.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	12.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	12.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	12.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	12.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	12.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	12.1
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.8
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	11.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	11.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	11.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	11.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	11.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	11.4
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	11.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	11.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	10.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	10.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	10.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	10.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	10.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	10.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	10.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	10.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	10.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	10.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	10.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	10.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	10.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	10.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	10.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	10.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	10.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	10.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	9.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	9.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	9.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	9.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	9.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.6
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	9.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	9.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	9.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	9.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	9.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	9.4
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	9.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.3
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	9.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	9.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	9.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	9.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	9.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	9.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.0
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	8.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	8.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	8.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	8.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	8.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	8.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	8.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	8.0
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	8.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	8.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	8.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	8.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	7.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	7.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	7.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	7.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	7.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	7.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	7.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	7.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	7.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	7.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	7.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	7.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	7.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	7.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	7.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	7.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	7.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	7.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	7.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	7.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	7.1
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	7.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	7.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	6.8
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	6.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	6.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	6.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	6.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	6.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	6.5
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	6.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	6.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	6.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	6.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	6.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	6.2
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	6.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	6.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	6.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.0
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	5.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.9
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	5.9
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	5.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	5.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	5.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	5.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	5.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	5.7
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	5.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	5.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	5.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.5
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	5.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	5.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	5.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	5.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	5.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	5.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	5.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	5.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.1
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	5.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	4.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	4.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	4.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	4.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	4.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	4.8
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	4.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	4.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	4.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	4.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	4.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	4.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	3.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	3.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	3.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	3.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	3.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	3.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	3.4
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	3.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	3.0
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	2.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	2.4
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	2.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	2.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	1.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	1.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001340003	Tumor	0.8
CPT0092190003	Normal	0.7
CPT0075720003	Tumor	0.6
CPT0075130003	Tumor	0.6
CPT0088970003	Tumor	0.5
CPT0075170001	Normal	0.5
CPT0017850003	Tumor	0.5
CPT0001270001	Normal	0.5
CPT0079300001	Normal	0.5
CPT0077320001	Normal	0.5
CPT0084590001	Normal	0.4
CPT0077110003	Tumor	0.4
CPT0085670003	Tumor	0.4
CPT0001230001	Normal	0.4
CPT0012180003	Tumor	0.4
CPT0087040003	Tumor	0.4
CPT0012640003	Normal	0.3
CPT0000780007	Tumor	0.3
CPT0025580004	Tumor	0.3
CPT0012080003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0014450004	Tumor	0.3
CPT0001260009	Tumor	0.3
CPT0025230003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0063330001	Normal	0.3
CPT0014130001	Normal	0.3
CPT0026410003	Tumor	0.3
CPT0025170003	Tumor	0.3
CPT0071150004	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0019130003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0086820003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0063630003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0088550004	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0000660001	Normal	0.2
CPT0092790003	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0014370004	Tumor	0.2
CPT0069000003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0079510001	Normal	0.2
CPT0086890003	Normal	0.2
CPT0092730003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0007870001	Normal	0.2
CPT0066470004	Tumor	0.2
CPT0009000003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0089020003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0010120001	Normal	0.1
CPT0001220008	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0065820001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0086830003	Normal	0.1
CPT0025290003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0092740003	Normal	0.1
CPT0088710001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0012290003	Normal	0.1
CPT0088500001	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0063640001	Normal	0.1
CPT0078830003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0078930003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0088640003	Normal	0.1
CPT0014470001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0000870016	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0086360003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0001510001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0001350001	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0078670001	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0002370001	Normal	0.0
CPT0078510003	Tumor	0.0
CPT0025880003	Tumor	0.0
CPT0023690003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0064370003	Tumor	0.0
CPT0019160001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0019990003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0075560003	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0002350011	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0065810003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0009080003	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0011240003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0010110003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0086970003	Normal	0.0
CPT0007860003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0018250001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0012670003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0020120003	Tumor	-0.1
CPT0078840001	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0020020001	Normal	-0.1
CPT0069160003	Tumor	-0.1
CPT0023710001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0012090003	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0007470001	Normal	-0.1
CPT0024670003	Tumor	-0.1
CPT0023360001	Normal	-0.1
CPT0025610001	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0010170001	Normal	-0.2
CPT0002270011	Tumor	-0.2
CPT0076330003	Tumor	-0.2
CPT0079180003	Tumor	-0.2
CPT0077140001	Normal	-0.2
CPT0017410003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0092290003	Tumor	-0.2
CPT0021240003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0078800003	Tumor	-0.3
CPT0023350003	Tumor	-0.3
CPT0076350001	Normal	-0.3
CPT0024680001	Normal	-0.3
CPT0014160003	Tumor	-0.3
CPT0078530001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0081880003	Tumor	-0.4
CPT0007320003	Tumor	-0.4
CPT0012900004	Tumor	-0.4
CPT0001500009	Tumor	-0.5
CPT0078660003	Tumor	-0.5
CPT0082010001	Normal	-0.5
CPT0065930003	Tumor	-0.5
CPT0015730003	Tumor	-0.6
CPT0081990003	Tumor	-0.6
CPT0011410003	Tumor	-1.0
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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 HPA051301
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