Expression of ELMO3 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

ELMO3 is potential prognostic, high expression is favorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.25

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	58.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	52.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	38.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	35.9
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	34.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	33.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	32.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	32.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	29.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	28.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	27.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	25.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	25.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	25.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	25.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	23.1
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	22.8
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	22.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	22.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	21.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	21.6
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	21.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	20.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	20.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	20.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	20.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	19.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	19.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.3
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	17.8
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	17.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	17.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	16.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	16.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	14.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	13.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	13.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	13.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	12.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	12.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	11.9
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	11.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	11.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	10.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	10.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	10.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	8.8
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	7.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	6.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	5.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	4.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	4.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	3.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	3.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	2.3
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	1.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ELMO3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.63

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

14.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	43.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	42.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	39.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	38.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	36.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	36.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	35.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	35.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	35.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	34.0
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	33.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	33.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	33.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	33.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	32.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	32.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	32.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	32.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	31.6
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	31.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	31.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	31.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	30.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	30.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	29.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	29.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	28.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	28.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	28.5
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	28.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	28.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	27.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	27.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	27.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	27.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	27.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	26.7
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	26.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	26.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	26.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	26.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	25.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	25.7
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	25.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	25.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	25.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	25.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	25.2
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	25.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	25.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	24.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	24.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	24.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	24.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	24.6
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	24.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	24.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	24.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	24.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	24.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	24.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	24.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	23.9
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	23.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	23.8
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	23.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	23.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	23.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	23.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	23.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	23.4
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	23.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	23.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	23.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	23.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	23.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	23.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	22.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	22.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	22.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	22.7
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	22.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	22.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	22.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	22.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	22.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	22.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	22.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	22.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	22.0
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	22.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	21.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	21.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	21.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	21.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	21.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	21.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	21.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	21.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	21.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	21.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	21.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	21.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	21.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	20.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	20.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	20.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	20.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	20.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	20.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	20.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	20.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	20.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	20.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	20.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	19.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	19.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	19.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	19.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	19.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	19.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	19.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	19.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	19.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	19.7
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	19.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	19.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	19.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	19.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	19.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	19.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	19.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	19.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	19.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	19.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	19.4
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	19.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	19.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	19.3
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	19.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.2
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	19.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	19.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	19.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	19.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	19.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	18.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	18.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	18.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	18.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	18.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	18.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	18.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	18.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	18.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	18.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	18.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	18.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	18.4
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	18.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	18.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	18.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	18.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	18.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	18.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	18.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	18.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	18.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	18.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	17.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	17.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	17.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	17.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	17.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	17.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	17.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	17.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	17.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	17.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	17.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	17.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	17.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	17.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	17.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	17.2
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	17.0
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	17.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	17.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	17.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	17.0
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	16.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	16.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	16.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	16.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	16.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	16.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	16.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	16.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	16.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	16.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	15.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	15.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	15.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	15.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	15.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	15.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	15.6
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	15.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	15.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	15.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	15.5
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	15.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	15.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.3
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	15.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	15.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	15.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	15.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	15.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	14.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	14.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	14.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	14.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	14.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	14.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	14.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	14.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	14.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	14.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	14.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	14.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	14.3
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	14.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	14.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	13.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	13.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	13.5
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	13.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	13.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	13.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	13.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	13.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	13.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	13.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	13.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	13.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	13.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	13.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	13.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	13.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	13.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	12.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	12.8
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	12.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	12.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	12.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	12.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	12.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	12.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	12.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	12.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	12.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	12.5
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	12.5
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	12.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	12.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	12.0
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	12.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	11.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	11.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	11.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	11.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	11.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	11.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	11.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	11.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	11.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	11.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	11.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	11.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	11.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	11.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	10.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	10.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	10.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	10.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	10.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	10.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	10.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	10.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	10.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	10.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	10.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	10.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	10.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	10.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	10.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	10.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	10.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	10.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	10.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	10.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	10.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	10.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	10.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	9.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	9.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	9.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	9.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	9.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	9.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	9.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	9.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	9.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	9.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	9.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	9.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	9.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	9.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	9.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	9.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	9.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	8.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	8.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	8.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	8.6
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	8.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	8.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	8.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	8.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	8.3
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	8.3
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	8.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	8.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	8.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	7.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	7.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	7.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	7.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	7.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	7.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	7.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	7.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	7.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	7.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	7.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	7.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	7.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	7.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	7.3
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	7.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	7.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	7.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	7.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	7.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	7.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	6.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	6.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	6.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	6.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	6.8
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	6.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	6.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	6.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	6.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	6.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	6.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	6.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	6.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	6.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	5.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	5.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	5.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	5.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	5.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	5.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	5.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	4.5
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	4.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	4.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	4.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	4.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	3.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	3.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	3.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	3.5
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	2.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	2.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	2.5
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	2.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	2.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	2.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	2.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	1.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	1.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	1.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	1.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	1.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	1.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	1.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	1.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	1.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	1.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	1.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	1.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	0.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	0.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	0.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	0.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	0.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	0.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	0.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	0.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	0.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	0.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	0.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ELMO3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.11

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

20.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	61.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	48.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	42.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	38.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	37.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	36.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	36.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	34.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	33.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	33.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	32.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	32.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	32.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	31.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	30.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	30.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	29.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	29.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	28.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	27.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	26.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	26.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	26.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	26.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	26.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	25.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	25.3
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	24.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	24.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	24.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	24.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	24.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	24.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	24.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	23.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	23.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	22.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	22.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	22.0
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	21.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	21.7
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	21.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	20.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	20.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	20.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	20.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	19.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	19.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	19.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	18.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	18.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	18.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	18.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	17.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	17.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	17.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	17.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	16.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	16.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	15.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	15.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	15.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	15.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	14.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	14.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	13.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	13.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	13.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	13.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	13.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	12.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	12.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	12.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	11.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	11.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	11.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	11.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	10.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	10.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	10.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	9.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	7.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	7.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	5.5
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	4.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	3.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	3.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	3.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	1.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	0.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ELMO3 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 22.59

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

21.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	76.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	73.6
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	67.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	64.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	58.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	57.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	56.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	55.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	54.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	51.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	51.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	51.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	49.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	47.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	47.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	47.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	46.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	46.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	45.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	44.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	44.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	43.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	42.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	41.9
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	41.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	40.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	40.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	40.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	39.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	38.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	38.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	37.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	37.2
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	36.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	36.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	36.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	35.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	35.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	35.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	34.6
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	34.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	34.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	33.4
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	33.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	33.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	32.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	32.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	32.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	31.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	31.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	31.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	31.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	31.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	30.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	30.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	30.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	30.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	30.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	30.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	30.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	29.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.7
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	29.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	29.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	29.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	29.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	29.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	28.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	28.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	28.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	28.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	28.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	27.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	27.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	27.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	27.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	27.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	27.1
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	27.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	27.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	26.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	26.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	26.6
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	26.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	26.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	26.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	26.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	26.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	26.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	26.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	25.8
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	25.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	25.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	25.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	24.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	24.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	24.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	24.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	24.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	24.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	24.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	24.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	24.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	23.7
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	23.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	23.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	23.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	23.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	23.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	22.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	22.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	22.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	22.6
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	22.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	22.5
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	22.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	22.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	22.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	22.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	21.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	21.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	21.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	21.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	21.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	21.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	21.7
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.6
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	21.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	21.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	21.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	21.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	21.1
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	21.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	20.9
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	20.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	20.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	20.5
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	20.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	20.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	20.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	20.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	20.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	20.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	19.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	19.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	19.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	19.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	19.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	19.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	19.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	18.9
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	18.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	18.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	18.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	18.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	18.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	18.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	18.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	18.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	18.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	18.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	18.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	18.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	17.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	17.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	17.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	17.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	17.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	17.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	17.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	16.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	16.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	16.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	16.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	16.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	16.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	16.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	16.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	15.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	15.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	15.4
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	15.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	15.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	15.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	15.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	14.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	14.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	14.3
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	14.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	13.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	13.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	13.3
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	13.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	12.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	12.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	12.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	12.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	12.0
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	11.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	11.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	11.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	11.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	11.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	10.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	10.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	10.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.5
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	10.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	10.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	10.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	9.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	9.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	9.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	9.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	9.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	9.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	8.5
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	8.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	8.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	8.1
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	7.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	7.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.4
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	7.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	7.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	6.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	6.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	5.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	5.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	4.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	4.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	4.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	4.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	4.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	3.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	3.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	3.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	3.2
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	2.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	2.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	2.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	2.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	2.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	2.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	1.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	1.5
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	1.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	1.2
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	1.0
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	0.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	0.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	0.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	0.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	0.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	0.6
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	0.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	0.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	0.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	0.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	0.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	0.9
CPT0079270003	Tumor	0.8
CPT0012640003	Normal	0.8
CPT0065810003	Tumor	0.6
CPT0024670003	Tumor	0.6
CPT0021240003	Tumor	0.6
CPT0025580004	Tumor	0.6
CPT0086820003	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0065430003	Tumor	0.5
CPT0001220008	Tumor	0.5
CPT0079480003	Tumor	0.5
CPT0001230001	Normal	0.5
CPT0079510001	Normal	0.5
CPT0001540009	Tumor	0.5
CPT0010110003	Tumor	0.5
CPT0069000003	Tumor	0.4
CPT0079300001	Normal	0.4
CPT0000640003	Tumor	0.4
CPT0025050003	Tumor	0.4
CPT0009020003	Normal	0.4
CPT0001340003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0014160003	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0089020003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0077110003	Tumor	0.3
CPT0025920001	Normal	0.3
CPT0088480003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0086360003	Tumor	0.3
CPT0019160001	Normal	0.3
CPT0007870001	Normal	0.3
CPT0010160003	Tumor	0.3
CPT0088640003	Normal	0.3
CPT0064400001	Normal	0.3
CPT0014370004	Tumor	0.3
CPT0065750003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0001510001	Normal	0.2
CPT0009080003	Normal	0.2
CPT0001500009	Tumor	0.2
CPT0078670001	Normal	0.2
CPT0006630003	Tumor	0.2
CPT0012550003	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0019130003	Tumor	0.2
CPT0087040003	Tumor	0.2
CPT0001550001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0000780007	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0086890003	Normal	0.1
CPT0079430001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0086950003	Tumor	0.1
CPT0088920001	Normal	0.1
CPT0088690003	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0066430001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0077500001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0025610001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0009060003	Tumor	0.1
CPT0075720003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0079180003	Tumor	0.1
CPT0065450001	Normal	0.1
CPT0012370003	Tumor	0.1
CPT0025230003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0063630003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0086830003	Normal	0.0
CPT0088500001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0076350001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0001350001	Normal	0.0
CPT0009000003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0012670003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0006950001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0077140001	Normal	0.0
CPT0024680001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0075570001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0017450001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0078660003	Tumor	-0.1
CPT0023360001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0014130001	Normal	-0.1
CPT0081880003	Tumor	-0.1
CPT0092190003	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0066470004	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0011240003	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0017410003	Tumor	-0.1
CPT0086370003	Normal	-0.1
CPT0089460004	Tumor	-0.2
CPT0086870003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0079380003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0078830003	Tumor	-0.2
CPT0088630003	Tumor	-0.2
CPT0002350011	Tumor	-0.2
CPT0007470001	Normal	-0.2
CPT0015910003	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0014470001	Normal	-0.2
CPT0010120001	Normal	-0.2
CPT0078530001	Normal	-0.2
CPT0025110003	Tumor	-0.2
CPT0092290003	Tumor	-0.3
CPT0084590001	Normal	-0.3
CPT0065930003	Tumor	-0.3
CPT0088900003	Tumor	-0.3
CPT0065690003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0078930003	Tumor	-0.3
CPT0001270001	Normal	-0.3
CPT0025170003	Tumor	-0.3
CPT0071150004	Tumor	-0.3
CPT0077320001	Normal	-0.4
CPT0079410003	Tumor	-0.4
CPT0007320003	Tumor	-0.4
CPT0066480003	Tumor	-0.4
CPT0077310003	Tumor	-0.4
CPT0075130003	Tumor	-0.5
CPT0092790003	Tumor	-0.5
CPT0081990003	Tumor	-0.6
CPT0012180003	Tumor	-0.6
CPT0092730003	Tumor	-0.6
CPT0075560003	Tumor	-0.7
CPT0002270011	Tumor	-0.8
CPT0069160003	Tumor	-0.8
CPT0065870003	Tumor	-0.8
CPT0006440003	Tumor	-1.1
CPT0017850003	Tumor	-1.1
CPT0084560003	Tumor	-1.3
CPT0025350003	Tumor	-1.6
CPT0088970003	Tumor	-1.7
CPT0088550004	Tumor	-1.7
CPT0014450004	Tumor	-1.8
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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 HPA021484
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