Expression of TEF 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

TEF is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.93

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

26.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	61.9
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	61.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	58.1
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	49.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	46.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	46.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	45.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	44.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	44.6
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	38.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	38.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	37.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	37.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	35.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	35.7
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	35.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	33.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	32.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	31.9
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	30.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	30.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	28.6
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	27.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	27.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	25.7
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	25.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	25.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	25.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	24.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	24.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	24.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	24.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	23.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	23.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	23.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	22.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	22.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	22.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	22.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	22.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	21.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	21.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	21.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	20.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	20.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	19.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	19.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	17.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	17.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	16.5
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	16.1
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	15.6
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	15.6
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	13.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	12.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	12.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	9.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	9.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	8.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	3.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	2.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.46

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

14.0

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	58.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	53.7
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	51.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	49.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	48.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	46.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	43.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	43.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	40.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	40.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	40.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	39.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	38.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	37.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	36.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	36.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	36.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	35.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	34.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	34.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	34.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	34.5
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	34.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	33.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	32.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	32.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	32.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	32.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	32.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	32.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	32.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	32.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	31.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	30.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	30.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	30.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	29.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	29.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	29.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	28.7
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	28.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	28.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	27.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	27.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	27.4
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	27.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	26.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	26.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	26.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	26.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	26.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	26.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	26.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	26.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	25.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	25.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	25.6
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	25.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	25.5
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	25.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	25.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	25.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	25.3
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	25.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	25.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	24.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	24.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	24.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	24.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	24.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	24.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	24.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	24.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	24.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	24.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	23.9
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	23.7
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	23.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	23.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	23.0
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	22.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	22.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	22.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	22.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	22.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	22.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	22.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	22.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	22.0
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	21.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	21.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	21.7
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	21.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	21.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	21.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	21.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	21.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	21.4
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	21.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	21.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	21.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	21.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	20.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	20.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	20.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	20.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	20.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	20.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	20.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	20.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	20.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	20.5
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	20.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	20.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	20.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	20.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	19.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	19.9
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	19.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	19.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	19.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	19.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	19.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	19.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	19.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	19.2
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	19.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	19.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	19.1
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	19.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.0
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	18.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	18.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	18.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	18.5
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	18.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	18.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	18.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	18.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	18.0
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	18.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	17.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	17.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	17.8
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	17.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	17.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	17.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	17.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	17.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	17.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	17.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	17.3
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	17.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	17.0
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	17.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	16.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	16.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	16.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	16.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	16.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	16.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	16.4
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	16.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	16.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	16.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	15.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	15.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	15.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	15.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	15.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	15.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	15.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	15.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	15.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	15.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	15.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	15.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	14.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	14.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	14.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	14.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	14.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	14.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	14.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	14.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	14.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	14.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	14.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	14.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	14.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	14.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	13.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	13.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.6
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	13.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	13.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	13.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	13.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	13.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	13.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	13.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	13.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	13.0
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	12.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	12.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	12.8
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	12.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	12.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	12.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	12.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	12.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	12.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	12.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	12.3
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	12.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	12.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	12.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	12.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	12.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	12.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	12.1
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	12.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	12.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	12.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	12.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	11.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	11.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	11.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	11.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	11.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	11.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	11.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	11.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	11.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	11.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	11.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	11.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	11.0
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.9
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	10.9
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	10.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	10.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	10.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	10.7
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	10.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	10.6
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	10.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	10.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	10.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	10.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	10.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.3
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	10.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	10.3
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	10.2
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	10.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	10.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	10.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	9.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	9.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	9.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	9.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	9.6
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	9.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	9.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	9.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	9.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	9.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	9.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	9.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	9.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	9.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	9.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	9.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	9.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	9.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	9.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	9.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	9.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	9.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	9.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	9.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	9.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	9.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	9.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	8.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	8.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	8.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	8.7
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	8.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	8.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	8.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	8.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	8.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	8.5
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	8.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	8.4
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	8.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	8.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	8.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	8.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.1
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	8.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	7.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	7.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	7.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	7.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	7.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	7.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	7.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	7.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	7.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	7.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	6.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	6.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	6.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	6.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	6.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	6.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	6.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	6.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	6.6
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	6.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	6.5
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	6.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	6.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	6.3
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	6.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	6.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	6.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	6.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	6.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.2
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	6.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	6.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	6.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	5.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	5.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	5.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	5.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	5.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	5.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	5.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	5.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	5.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	5.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	5.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	5.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	5.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	5.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	5.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	5.6
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	5.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.6
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	5.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	5.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	5.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	5.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	5.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	5.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	5.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	5.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	4.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	4.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	4.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	4.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	4.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	4.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	4.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	4.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.2
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	4.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	4.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	4.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	4.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	4.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	3.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	3.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	3.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	3.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	3.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	3.8
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	3.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	3.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	3.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	3.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.3
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	3.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	3.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	3.2
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	3.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	3.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	3.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	2.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	2.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	2.8
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	2.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	2.7
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	2.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	2.5
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	2.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	2.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	2.4
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	2.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	2.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	2.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	2.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	2.2
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	2.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	2.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.9
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	1.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	1.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	1.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	0.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	0.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.61

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

10.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	30.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	30.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	29.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	25.7
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	22.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	22.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	21.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	21.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	21.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	20.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	18.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	18.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	18.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	17.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	16.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	16.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	16.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	14.5
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	14.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	14.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	14.1
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	14.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	14.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	12.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	12.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	12.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	12.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	12.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	11.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	10.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	10.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	10.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	9.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	9.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	9.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	9.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	9.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	8.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	8.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	8.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	8.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	8.1
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	8.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	7.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	7.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	7.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	7.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	7.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	7.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	6.9
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	6.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	6.8
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	6.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	6.6
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	6.2
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	6.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	6.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	5.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	5.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	5.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	5.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	5.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	5.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	5.3
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	5.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	5.1
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	5.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	4.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	4.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	4.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	4.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	4.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	4.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	4.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	3.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	3.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	3.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	3.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	3.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	3.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	3.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	3.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	2.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	2.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	2.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	2.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	2.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	2.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 5.58

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	56.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	43.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	42.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	37.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	32.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	32.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	31.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	30.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	27.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	27.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	27.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	26.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	26.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	24.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	24.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	24.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	24.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	24.0
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	23.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	23.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	23.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	23.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	23.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	22.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	22.5
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	22.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	22.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	22.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	22.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	22.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	22.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	21.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	21.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	21.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	21.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	21.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	21.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	21.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	20.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	20.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	19.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	19.7
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	19.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	19.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	18.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	18.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	18.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	18.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	18.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	18.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	17.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	17.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	17.2
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	17.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	17.1
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	16.8
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	16.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.0
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	15.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	15.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	15.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	15.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	15.6
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	15.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	15.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	15.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	15.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	14.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.7
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	14.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.6
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	14.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	14.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	14.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	14.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	14.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	14.1
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	14.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	14.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	13.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	13.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	13.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	13.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	13.4
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	13.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	13.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	13.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	12.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	12.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	12.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	12.7
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	12.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	12.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	12.3
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	12.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.2
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	12.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	12.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	12.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	11.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	11.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	11.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	11.4
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	11.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	11.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	11.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	10.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	10.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	10.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	10.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	10.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	10.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	10.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	10.3
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	10.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	10.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	10.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	10.1
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	9.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	9.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	9.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	9.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	9.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	9.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	9.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	9.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	9.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	9.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	8.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	8.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	8.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	8.7
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	8.5
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.5
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	8.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	8.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	8.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	8.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	7.9
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	7.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	7.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	7.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	7.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	7.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	7.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	7.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	7.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	7.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	7.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	7.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	7.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	7.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	7.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	7.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.0
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	6.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	6.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	6.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	6.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	6.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.9
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	6.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	6.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	6.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	6.6
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.6
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	6.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	6.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	6.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	6.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	6.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	5.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	5.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	5.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	5.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	5.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	5.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	5.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	5.6
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	5.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	5.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	5.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	5.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	5.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	5.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	5.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	5.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	4.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	4.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	4.6
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	4.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	4.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	4.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	4.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	4.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	4.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	4.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	4.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	3.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	3.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	3.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	3.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	3.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	3.8
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	3.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	3.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	3.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.4
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	3.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	3.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	3.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.1
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	3.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	3.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	2.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	2.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	2.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	2.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	2.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	2.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	2.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.0
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	1.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	1.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	1.4
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.9
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 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	1.2
CPT0006440003	Tumor	0.8
CPT0000780007	Tumor	0.8
CPT0020120003	Tumor	0.6
CPT0069010001	Normal	0.5
CPT0089040001	Normal	0.5
CPT0078660003	Tumor	0.5
CPT0007470001	Normal	0.5
CPT0014370004	Tumor	0.4
CPT0066430001	Normal	0.4
CPT0000790001	Normal	0.4
CPT0000870016	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0012640003	Normal	0.4
CPT0088900003	Tumor	0.4
CPT0086830003	Normal	0.4
CPT0012290003	Normal	0.4
CPT0079270003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0020020001	Normal	0.3
CPT0079300001	Normal	0.3
CPT0064400001	Normal	0.3
CPT0086970003	Normal	0.3
CPT0007870001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0076350001	Normal	0.3
CPT0065450001	Normal	0.2
CPT0088500001	Normal	0.2
CPT0026420001	Normal	0.2
CPT0082010001	Normal	0.2
CPT0063330001	Normal	0.2
CPT0092190003	Normal	0.2
CPT0088920001	Normal	0.1
CPT0066470004	Tumor	0.1
CPT0018250001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0065810003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0064370003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0014470001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0001270001	Normal	0.1
CPT0015910003	Tumor	0.1
CPT0086370003	Normal	0.1
CPT0019160001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0092790003	Tumor	0.1
CPT0019130003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0007860003	Tumor	0.0
CPT0010160003	Tumor	0.0
CPT0079000001	Normal	0.0
CPT0014450004	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0078990003	Tumor	0.0
CPT0078530001	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0015730003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0065430003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0079480003	Tumor	-0.2
CPT0065750003	Tumor	-0.2
CPT0089020003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0015810003	Tumor	-0.2
CPT0088550004	Tumor	-0.2
CPT0086030003	Tumor	-0.3
CPT0001540009	Tumor	-0.3
CPT0017850003	Tumor	-0.3
CPT0025230003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0019990003	Tumor	-0.3
CPT0077110003	Tumor	-0.3
CPT0075170001	Normal	-0.4
CPT0086950003	Tumor	-0.4
CPT0012080003	Tumor	-0.4
CPT0001190001	Normal	-0.4
CPT0088970003	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0001500009	Tumor	-0.5
CPT0079510001	Normal	-0.5
CPT0085670003	Tumor	-0.5
CPT0075130003	Tumor	-0.6
CPT0001260009	Tumor	-0.6
CPT0012670003	Tumor	-0.6
CPT0066480003	Tumor	-0.6
CPT0012280003	Tumor	-0.6
CPT0079380003	Tumor	-0.6
CPT0069000003	Tumor	-0.6
CPT0065870003	Tumor	-0.7
CPT0088480003	Tumor	-0.7
CPT0012180003	Tumor	-0.7
CPT0086820003	Tumor	-0.7
CPT0084590001	Normal	-0.8
CPT0006530001	Normal	-0.8
CPT0001340003	Tumor	-1.0
CPT0084560003	Tumor	-1.2
CPT0002370001	Normal	N/A
CPT0025880003	Tumor	N/A
CPT0065690003	Tumor	N/A
CPT0078930003	Tumor	N/A
CPT0011240003	Tumor	N/A
CPT0002350011	Tumor	N/A
CPT0012920003	Normal	N/A
CPT0006730001	Normal	N/A
CPT0087040003	Tumor	N/A
CPT0025170003	Tumor	N/A
CPT0024670003	Tumor	N/A
CPT0078830003	Tumor	N/A
CPT0021240003	Tumor	N/A
CPT0071150004	Tumor	N/A
CPT0025610001	Normal	N/A
CPT0078940001	Normal	N/A
CPT0088760003	Tumor	N/A
CPT0002270011	Tumor	N/A
CPT0023710001	Normal	N/A
CPT0025050003	Tumor	N/A
CPT0075720003	Tumor	N/A
CPT0012570003	Normal	N/A
CPT0012900004	Tumor	N/A
CPT0023360001	Normal	N/A
CPT0078840001	Normal	N/A
CPT0010110003	Tumor	N/A
CPT0092290003	Tumor	N/A
CPT0088640003	Normal	N/A
CPT0063630003	Tumor	N/A
CPT0069160003	Tumor	N/A
CPT0006950001	Normal	N/A
CPT0011410003	Tumor	N/A
CPT0079180003	Tumor	N/A
CPT0063640001	Normal	N/A
CPT0009000003	Tumor	N/A
CPT0069190001	Normal	N/A
CPT0025110003	Tumor	N/A
CPT0024680001	Normal	N/A
CPT0009020003	Normal	N/A
CPT0077310003	Tumor	N/A
CPT0077490003	Tumor	N/A
CPT0014160003	Tumor	N/A
CPT0081600003	Tumor	N/A
CPT0088630003	Tumor	N/A
CPT0088710001	Normal	N/A
CPT0006630003	Tumor	N/A
CPT0065930003	Tumor	N/A
CPT0012770003	Normal	N/A
CPT0017410003	Tumor	N/A
CPT0023350003	Tumor	N/A
CPT0075570001	Normal	N/A
CPT0014130001	Normal	N/A
CPT0006900003	Tumor	N/A
CPT0089480003	Normal	N/A
CPT0092730003	Tumor	N/A
CPT0025290003	Tumor	N/A
CPT0012550003	Tumor	N/A
CPT0017450001	Normal	N/A
CPT0077320001	Normal	N/A
CPT0077500001	Normal	N/A
CPT0092310003	Normal	N/A
CPT0081620001	Normal	N/A
CPT0089460004	Tumor	N/A
CPT0088690003	Tumor	N/A
CPT0025920001	Normal	N/A
CPT0025350003	Tumor	N/A
CPT0012370003	Tumor	N/A
CPT0009080003	Normal	N/A
CPT0079410003	Tumor	N/A
CPT0075560003	Tumor	N/A
CPT0001230001	Normal	N/A
CPT0010120001	Normal	N/A
CPT0000640003	Tumor	N/A
CPT0088780001	Normal	N/A
CPT0092740003	Normal	N/A
CPT0081880003	Tumor	N/A
CPT0013790003	Normal	N/A
CPT0087050003	Normal	N/A
CPT0009060003	Tumor	N/A
CPT0023690003	Tumor	N/A
CPT0001220008	Tumor	N/A
CPT0079430001	Normal	N/A
CPT0025580004	Tumor	N/A
CPT0025060001	Normal	N/A
CPT0000660001	Normal	N/A
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RENAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis