Expression of ELOVL7 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

ELOVL7 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 50.67

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

43.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	126.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	114.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	112.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	84.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	80.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	79.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	78.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	70.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	69.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	65.5
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	61.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	58.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	57.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	53.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	53.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	52.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	51.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	51.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	50.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	49.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	49.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	49.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	48.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	48.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	47.1
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	46.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	45.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	44.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	44.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	44.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	43.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	43.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	42.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	40.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	38.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	37.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	35.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	35.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	34.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	31.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	31.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	30.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	30.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	28.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	27.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	27.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	26.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	26.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	25.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	24.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	23.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	23.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	21.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	21.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	20.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	20.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	19.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	18.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	14.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	10.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.7
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	0.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ELOVL7 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.49

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

23.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	110.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	97.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	86.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	80.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	75.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	74.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	73.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	70.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	69.3
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	67.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	65.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	64.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	62.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	61.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	60.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	59.3
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	59.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	59.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	58.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	58.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	57.8
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	57.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	57.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	56.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	55.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	55.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	55.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	54.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	54.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	53.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	51.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	51.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	51.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	50.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	49.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	49.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	49.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	49.2
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	48.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	48.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	48.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	48.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	47.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	47.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	47.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	47.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	46.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	46.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	46.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	46.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	44.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	44.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	44.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	44.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	43.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	43.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	42.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	42.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	41.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	41.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	41.2
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	41.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	40.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	40.6
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	40.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	39.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	39.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	39.6
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	39.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	39.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	39.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	39.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	38.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	38.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	38.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	38.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	38.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	38.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	38.2
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	38.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	38.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	37.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	37.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	37.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	37.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	37.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	37.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	36.8
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	36.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	36.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	36.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	36.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	36.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	36.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	35.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	35.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	35.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	35.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	35.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	35.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	35.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	35.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	34.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	34.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	34.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	34.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	34.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	34.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	34.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	34.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	34.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	34.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	34.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	33.8
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	33.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	33.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	33.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	33.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	33.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	33.1
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	33.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	32.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	32.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	32.7
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	32.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	32.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	32.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	32.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	32.3
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	32.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	32.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	31.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	31.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	31.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	31.5
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	31.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	31.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	31.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	31.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	30.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	30.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	30.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	30.6
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	30.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	30.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	30.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	30.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	30.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	30.0
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	30.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	29.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	29.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	29.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	29.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	29.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	29.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	29.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	29.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	29.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	29.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	28.9
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	28.9
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	28.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	28.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	28.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	28.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	27.9
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	27.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	27.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	27.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	27.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	27.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	27.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	27.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	27.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	27.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	26.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	26.9
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	26.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	26.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	26.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	26.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	26.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	26.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	26.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	26.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	26.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	26.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	26.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	25.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	25.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	25.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	25.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	25.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	25.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	25.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	25.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	25.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	25.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	25.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	25.1
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	25.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	25.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	25.1
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	25.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	25.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	25.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	24.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	24.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	24.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	24.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	24.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	24.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	24.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	24.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	24.4
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	24.4
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	24.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	23.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	23.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	23.7
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	23.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	23.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	23.5
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	23.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	23.3
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	23.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	23.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	23.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	23.0
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	22.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	22.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	22.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	22.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	22.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	22.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	22.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	22.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	22.2
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	21.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	21.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	21.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	21.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	21.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	21.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	21.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	21.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	21.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	21.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	21.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	20.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	20.8
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	20.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	20.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	20.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	20.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	20.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	20.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	20.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	20.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	20.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	19.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	19.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	19.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	19.8
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	19.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	19.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	19.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	19.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	19.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	19.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	19.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.1
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	19.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	18.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	18.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	18.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	18.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	18.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	18.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	18.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	18.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	18.4
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	18.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	18.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	18.2
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	18.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	18.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	18.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	17.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	17.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	17.5
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	17.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	17.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	17.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	17.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	17.3
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	17.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	17.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	17.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	16.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	16.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	16.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	16.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	16.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	16.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	16.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	16.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	16.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	16.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	16.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	16.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	16.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	16.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	15.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	15.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	15.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	15.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	15.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	15.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	15.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	15.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	15.2
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	14.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	14.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	14.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	14.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	14.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	14.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	14.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	14.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	13.9
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.9
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.8
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	13.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	13.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	13.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	13.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	13.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	12.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	12.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	12.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	12.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	12.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	12.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	12.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	12.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	12.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	12.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	12.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	11.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	11.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	11.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	11.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	11.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	11.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	11.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	11.3
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	11.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	11.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	10.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	10.9
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.9
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	10.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	10.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	10.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	10.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	10.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	10.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.0
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	10.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	9.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	9.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	9.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	9.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	9.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	9.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	9.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	9.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	8.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	8.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	8.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	8.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	8.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	8.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	8.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	8.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	8.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	8.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	7.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	7.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	7.4
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	7.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	7.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	7.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	7.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	6.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	6.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	6.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	6.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	5.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	5.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	5.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	5.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	5.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	5.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	5.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	5.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	4.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	4.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	4.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	4.6
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	4.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	4.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	4.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	3.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	3.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	3.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	3.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	3.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	3.5
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	3.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	3.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	3.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	3.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	3.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	2.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	2.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	2.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	2.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	1.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	1.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	1.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	1.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	1.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	1.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	1.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	0.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	0.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	0.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	0.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	0.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	0.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	0.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	0.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	0.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ELOVL7 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.06

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

32.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	137.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	114.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	89.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	87.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	84.7
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	77.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	68.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	65.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	61.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	58.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	56.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	55.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	54.7
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	52.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	52.4
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	50.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	49.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	48.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	48.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	47.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	47.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	46.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	44.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	43.7
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	43.6
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	43.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	42.9
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	42.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	41.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	40.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	39.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	39.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	38.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	37.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	37.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	36.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	36.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	36.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	35.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	35.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	35.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	34.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	34.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	33.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	30.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	29.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	28.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	28.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	28.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	27.9
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	27.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	27.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	25.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	25.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	25.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	25.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	24.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	24.1
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	23.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	23.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	23.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	21.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	20.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	20.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	20.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	20.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	20.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	19.8
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	19.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	19.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	18.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	18.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	18.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	17.5
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	16.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	16.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	14.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	14.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	13.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	12.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	12.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	11.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	11.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	9.1
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	8.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	8.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	6.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	4.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	4.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	3.5
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	1.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	1.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	0.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ELOVL7 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.42

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

21.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	102.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	91.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	86.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	84.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	58.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	57.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	49.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	48.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	47.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	47.0
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	46.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	45.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	45.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	45.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	45.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	44.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	44.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	44.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	43.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	43.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	42.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	42.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	41.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	41.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	41.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	41.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	40.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	40.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	40.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	39.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	39.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	38.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	38.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	37.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	37.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	37.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	36.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	35.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	34.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	34.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	34.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	34.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	34.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	33.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	33.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	32.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	32.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	32.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	31.8
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	31.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	31.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	31.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	31.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	31.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	30.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	30.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	30.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	30.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	30.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	30.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	29.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	29.4
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	29.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	29.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	29.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	29.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	28.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	28.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	28.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	28.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	28.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	27.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	27.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	27.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	27.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	27.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	27.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	27.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	27.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	26.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	26.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	26.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	25.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	25.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	25.3
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	25.2
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	24.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	24.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	24.5
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	24.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	24.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	24.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	24.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	24.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	24.1
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	23.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	23.4
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	23.1
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	22.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	22.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	22.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	22.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	22.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.2
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	21.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	21.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	21.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	21.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	21.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	20.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	20.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	20.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	20.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	20.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	20.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	20.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	20.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	20.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	19.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	19.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	19.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	19.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	19.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	19.0
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	19.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	18.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	18.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	18.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	18.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	18.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	18.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	18.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	17.4
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	17.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	17.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	17.2
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	17.0
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	17.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	16.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	16.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	16.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	16.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	16.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	16.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	16.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	16.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	16.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	15.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	15.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.8
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	15.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	15.5
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	15.4
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	15.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	15.3
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	15.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	15.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	15.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	15.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	15.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	14.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	14.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	14.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	14.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	13.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	13.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.8
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	13.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	13.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	13.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	13.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	13.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	13.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	13.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	13.1
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	12.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	12.5
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	12.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	12.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	12.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	12.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	12.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.2
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	12.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	11.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	11.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	11.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	11.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	11.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	10.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	10.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	10.1
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	10.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	9.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	9.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	9.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	9.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	9.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	9.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.4
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	9.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	8.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	8.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	8.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	8.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	8.3
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	8.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	8.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	8.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	8.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	7.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	7.5
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	7.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	7.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	6.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	6.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	6.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	6.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	6.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	5.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	5.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	4.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.5
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	3.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	2.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	2.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	1.8
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	1.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	0.9
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	0.4
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0078800003	Tumor	1.4
CPT0014450004	Tumor	1.4
CPT0065430003	Tumor	1.4
CPT0012280003	Tumor	1.3
CPT0088970003	Tumor	1.1
CPT0086360003	Tumor	1.1
CPT0069000003	Tumor	1.1
CPT0078660003	Tumor	1.1
CPT0086030003	Tumor	1.1
CPT0088480003	Tumor	1.0
CPT0001180009	Tumor	1.0
CPT0065750003	Tumor	1.0
CPT0009060003	Tumor	1.0
CPT0025050003	Tumor	1.0
CPT0001500009	Tumor	1.0
CPT0086950003	Tumor	0.9
CPT0065810003	Tumor	0.9
CPT0025880003	Tumor	0.8
CPT0007320003	Tumor	0.8
CPT0025110003	Tumor	0.8
CPT0081880003	Tumor	0.7
CPT0024670003	Tumor	0.7
CPT0015810003	Tumor	0.7
CPT0079270003	Tumor	0.7
CPT0079230003	Tumor	0.7
CPT0001540009	Tumor	0.7
CPT0002350011	Tumor	0.6
CPT0010110003	Tumor	0.6
CPT0085670003	Tumor	0.6
CPT0020120003	Tumor	0.5
CPT0065930003	Tumor	0.5
CPT0063630003	Tumor	0.5
CPT0092160003	Tumor	0.5
CPT0025290003	Tumor	0.5
CPT0019990003	Tumor	0.5
CPT0025230003	Tumor	0.5
CPT0066470004	Tumor	0.5
CPT0064370003	Tumor	0.5
CPT0092790003	Tumor	0.5
CPT0012670003	Tumor	0.4
CPT0001220008	Tumor	0.4
CPT0079180003	Tumor	0.4
CPT0006630003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0081600003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0079380003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0078930003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0012370003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0089040001	Normal	0.2
CPT0079430001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0015730003	Tumor	0.1
CPT0078990003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0092290003	Tumor	0.1
CPT0088500001	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0092310003	Normal	0.0
CPT0006730001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0088640003	Normal	0.0
CPT0065450001	Normal	0.0
CPT0084560003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0069190001	Normal	-0.1
CPT0001350001	Normal	-0.1
CPT0006440003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0023360001	Normal	-0.1
CPT0069160003	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0089460004	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0001510001	Normal	-0.2
CPT0023350003	Tumor	-0.2
CPT0092730003	Tumor	-0.2
CPT0088780001	Normal	-0.2
CPT0079510001	Normal	-0.2
CPT0006530001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0065820001	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0023710001	Normal	-0.2
CPT0023690003	Tumor	-0.2
CPT0000870016	Tumor	-0.2
CPT0079300001	Normal	-0.2
CPT0014160003	Tumor	-0.2
CPT0000660001	Normal	-0.2
CPT0086820003	Tumor	-0.2
CPT0014130001	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0078510003	Tumor	-0.3
CPT0069010001	Normal	-0.3
CPT0084590001	Normal	-0.3
CPT0092800003	Normal	-0.3
CPT0078670001	Normal	-0.3
CPT0079000001	Normal	-0.3
CPT0009000003	Tumor	-0.3
CPT0011410003	Tumor	-0.3
CPT0088570001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0021240003	Tumor	-0.3
CPT0010120001	Normal	-0.3
CPT0012640003	Normal	-0.3
CPT0075560003	Tumor	-0.3
CPT0002370001	Normal	-0.3
CPT0019130003	Tumor	-0.3
CPT0007470001	Normal	-0.4
CPT0086890003	Normal	-0.4
CPT0075720003	Tumor	-0.4
CPT0000640003	Tumor	-0.4
CPT0088760003	Tumor	-0.4
CPT0063330001	Normal	-0.4
CPT0077500001	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0086970003	Normal	-0.4
CPT0012180003	Tumor	-0.4
CPT0020130001	Normal	-0.4
CPT0081990003	Tumor	-0.4
CPT0025610001	Normal	-0.4
CPT0081620001	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0001550001	Normal	-0.5
CPT0075130003	Tumor	-0.5
CPT0078530001	Normal	-0.5
CPT0012090003	Normal	-0.5
CPT0075170001	Normal	-0.5
CPT0087050003	Normal	-0.5
CPT0010160003	Tumor	-0.5
CPT0014470001	Normal	-0.5
CPT0092190003	Normal	-0.5
CPT0012770003	Normal	-0.5
CPT0013790003	Normal	-0.6
CPT0025060001	Normal	-0.6
CPT0012570003	Normal	-0.6
CPT0019160001	Normal	-0.6
CPT0066430001	Normal	-0.6
CPT0075570001	Normal	-0.6
CPT0014350001	Normal	-0.6
CPT0017450001	Normal	-0.6
CPT0088630003	Tumor	-0.6
CPT0018250001	Normal	-0.7
CPT0063320003	Tumor	-0.7
CPT0077320001	Normal	-0.7
CPT0086370003	Normal	-0.7
CPT0088690003	Tumor	-0.7
CPT0009020003	Normal	-0.7
CPT0012080003	Tumor	-0.7
CPT0000890001	Normal	-0.7
CPT0017850003	Tumor	-0.8
CPT0077490003	Tumor	-0.8
CPT0066520001	Normal	-0.8
CPT0066480003	Tumor	-0.9
CPT0001340003	Tumor	-0.9
CPT0012900004	Tumor	-1.0
CPT0024680001	Normal	-1.0
CPT0012550003	Tumor	-1.1
CPT0012920003	Normal	-1.2
CPT0011240003	Tumor	-1.2
CPT0000780007	Tumor	-1.2
CPT0088550004	Tumor	-1.3
CPT0009080003	Normal	-1.3
CPT0017410003	Tumor	-2.0
CPT0002270011	Tumor	-2.1
CPT0076330003	Tumor	N/A
CPT0007870001	Normal	N/A
CPT0077140001	Normal	N/A
CPT0007860003	Tumor	N/A
CPT0001270001	Normal	N/A
CPT0001260009	Tumor	N/A
CPT0077110003	Tumor	N/A
CPT0076350001	Normal	N/A
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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 HPA036337
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