Expression of GMFB 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

GMFB is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.12

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

14.7

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	37.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	30.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	30.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	29.4
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	25.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	25.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	24.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	23.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	22.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	22.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	19.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	19.7
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	19.2
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	18.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	17.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	17.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	17.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	16.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	16.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	16.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	16.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	16.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	16.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	15.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	15.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	14.4
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	14.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	13.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	13.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	13.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	13.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	13.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	12.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	12.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	12.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	12.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	11.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	11.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	10.9
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	10.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	9.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	9.6
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	9.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	9.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	8.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	8.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	8.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	8.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.7
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	4.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.49

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

17.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	109.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	68.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	51.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	49.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	48.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	45.7
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	42.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	41.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	40.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	39.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	39.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	38.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	38.6
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	38.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	36.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	35.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	35.5
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	34.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	34.1
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	33.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	33.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	33.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	32.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	32.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	32.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	32.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	31.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	31.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	31.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	30.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	30.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	29.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	29.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	29.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	29.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	29.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	28.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	28.6
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	28.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	28.5
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	28.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	28.4
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	28.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	28.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	28.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	27.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	27.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	27.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	27.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	27.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	26.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	26.8
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	26.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	26.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	26.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	26.6
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	26.6
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	26.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	26.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	26.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	26.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	26.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	26.1
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	26.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	25.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	25.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	25.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	25.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	25.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.3
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	25.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	25.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	25.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	24.9
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	24.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	24.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	24.5
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	24.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	24.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	24.2
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	24.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	24.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	24.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	23.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	23.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	23.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	23.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	23.8
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	23.7
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	23.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	23.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	23.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	23.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	23.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	23.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	23.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	23.1
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	23.1
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	23.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	23.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	23.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	23.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	22.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	22.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	22.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	22.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	22.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	22.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	22.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	22.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	22.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	22.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	22.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	22.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	22.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	22.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	22.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	21.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	21.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	21.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	21.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	21.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	21.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	21.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	21.4
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	21.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	21.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	21.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	21.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	21.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	21.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	21.1
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	21.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	21.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	21.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	21.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	20.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	20.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	20.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	20.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	20.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	20.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.8
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	20.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	20.6
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	20.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	20.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	20.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	20.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	20.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	20.5
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	20.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	20.4
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	20.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	20.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	20.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	20.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	20.3
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	20.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	20.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	20.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	20.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	20.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	20.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	20.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	20.1
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	20.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	20.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	19.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	19.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	19.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	19.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	19.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	19.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	19.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	19.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	19.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	19.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	19.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	19.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	19.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	19.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	19.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	19.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	19.1
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.1
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	19.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	19.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	19.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	19.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.7
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	18.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	18.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	18.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	18.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	18.4
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	18.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	18.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	18.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	18.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	18.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	18.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	18.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	18.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	18.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	18.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	18.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	18.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	17.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	17.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	17.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	17.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	17.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	17.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	17.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.8
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	17.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	17.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	17.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	17.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	17.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	17.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	17.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	17.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	17.0
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	17.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	17.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	17.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	16.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	16.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	16.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	16.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	16.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	16.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	16.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	16.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	16.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	16.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	16.1
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	16.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	16.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	16.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	16.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	16.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	15.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	15.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	15.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	15.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	15.8
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	15.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	15.8
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	15.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	15.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	15.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	15.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	15.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	15.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	15.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	15.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	15.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	15.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	15.4
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	15.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	15.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	15.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	15.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	15.1
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	15.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	15.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	15.0
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	15.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	14.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	14.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	14.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	14.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	14.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	14.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	14.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	14.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	14.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	14.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	14.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	14.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	14.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	14.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	13.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.9
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	13.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	13.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	13.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	13.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	13.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	13.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	13.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	13.5
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	13.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	13.5
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	13.4
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	13.4
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	13.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	13.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	13.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	13.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	13.1
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	13.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	13.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	13.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	12.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	12.9
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	12.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	12.7
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	12.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	12.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	12.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	12.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	12.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	12.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.5
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	12.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	12.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	12.3
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	12.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	12.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	12.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	12.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	11.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	11.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	11.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	11.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	11.8
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.7
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	11.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	11.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	11.4
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	11.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	11.3
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	11.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	11.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	11.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	11.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	11.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	11.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	11.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	10.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	10.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	10.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	10.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	10.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	10.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	10.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	10.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	10.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	9.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.8
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	9.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	9.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	9.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.5
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	9.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	9.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	9.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	9.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	9.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	9.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	9.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.9
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	8.9
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	8.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	8.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	8.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	8.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	8.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	8.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	8.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	8.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	8.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	8.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	7.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.9
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	7.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.6
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	7.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.3
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	7.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	7.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	7.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	6.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	6.7
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.7
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	6.6
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	6.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	6.5
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	6.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	6.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	6.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	6.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	6.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	6.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	5.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	5.9
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	5.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	5.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	5.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	5.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	5.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	5.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	4.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	4.8
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	4.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	4.6
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	4.6
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	4.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	4.6
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.1
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	3.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	2.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	1.9
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 32.53

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

24.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	74.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	55.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	54.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	46.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	46.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	38.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	38.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	38.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	38.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	36.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	35.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	34.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	34.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	34.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	33.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	33.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	33.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	33.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	32.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	32.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	32.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	32.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	32.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	31.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	30.7
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	30.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	29.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	29.8
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	29.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	29.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	29.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	28.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	28.3
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	27.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	27.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	27.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	26.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	26.6
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	26.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	25.6
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	25.2
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	24.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	24.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	24.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.9
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	23.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	23.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	23.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	23.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	23.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	23.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	23.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	22.8
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	22.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	22.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	22.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	22.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	21.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	20.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	19.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	19.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	19.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	19.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.9
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	18.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	18.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	17.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	17.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	16.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	16.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	16.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	16.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	15.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	15.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	14.6
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	14.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	13.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	13.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	13.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	13.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	12.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	11.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	11.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	11.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	5.0
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.74

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	111.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	48.9
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	46.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	44.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	42.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	41.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	41.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	38.3
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	38.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	38.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	38.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	37.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	37.7
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	36.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	36.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	36.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	36.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	35.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	35.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	34.6
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	34.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	34.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	31.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	31.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	31.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	30.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	30.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	29.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	29.8
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	29.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	28.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	28.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	27.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	27.7
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	27.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	27.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	27.5
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	27.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	27.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	27.2
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	27.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	27.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	26.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	26.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	26.4
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	26.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	26.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	25.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	25.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	25.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	25.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	25.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	24.6
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	24.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	24.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.1
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	23.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	23.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.9
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	23.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	23.6
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	23.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	23.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	23.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	23.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	23.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	22.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	22.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	22.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	22.2
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	22.1
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	22.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.9
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	21.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	21.8
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	21.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	21.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	21.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	21.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	21.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	21.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	21.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	21.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	20.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	20.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	20.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	20.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	20.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	20.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	20.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	20.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	20.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	20.1
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	20.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	19.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	19.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	19.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	19.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	19.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	19.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	19.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	19.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	19.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	19.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	19.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	19.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	19.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	19.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	19.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	18.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	18.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	18.3
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	18.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	18.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	18.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	18.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	18.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	17.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	17.5
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	17.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	17.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	17.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	17.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	17.1
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.1
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	17.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	16.9
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	16.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	16.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	16.7
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	16.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	16.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	16.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	16.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	16.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	16.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	16.2
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	16.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	16.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	15.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	15.8
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	15.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	15.6
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	15.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	15.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	15.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	15.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	15.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	15.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	15.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	15.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	15.0
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	14.9
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	14.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	14.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	14.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	14.4
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	14.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	14.1
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	14.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	13.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	13.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	13.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	13.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.7
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	13.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	13.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	13.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	12.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	12.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	12.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	12.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	12.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	12.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	12.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	12.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	12.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	11.8
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	11.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	11.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	11.5
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	11.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.4
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	11.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	11.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	11.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	11.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	11.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	11.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	11.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	10.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	10.7
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.6
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	10.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	10.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.4
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	10.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	10.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	10.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	9.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.9
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	9.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	9.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	9.7
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	9.6
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	9.2
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	9.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	9.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	8.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	8.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	8.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	8.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	8.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	7.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	7.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.7
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	7.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.1
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	7.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	6.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	6.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	6.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	6.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	5.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	5.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	5.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	5.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.1
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.1
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.0
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	4.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	4.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	4.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	4.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	0.9
CPT0088970003	Tumor	0.5
CPT0078660003	Tumor	0.5
CPT0071150004	Tumor	0.4
CPT0079180003	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0065870003	Tumor	0.4
CPT0000870016	Tumor	0.3
CPT0012550003	Tumor	0.3
CPT0013790003	Normal	0.3
CPT0002270011	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0018250001	Normal	0.3
CPT0075570001	Normal	0.3
CPT0079480003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0011410003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0024680001	Normal	0.2
CPT0079380003	Tumor	0.2
CPT0014350001	Normal	0.2
CPT0006630003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0012090003	Normal	0.2
CPT0081990003	Tumor	0.2
CPT0012280003	Tumor	0.2
CPT0007860003	Tumor	0.2
CPT0021240003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0025610001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0088920001	Normal	0.2
CPT0025110003	Tumor	0.2
CPT0012570003	Normal	0.2
CPT0069000003	Tumor	0.2
CPT0077140001	Normal	0.2
CPT0009080003	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0014470001	Normal	0.2
CPT0077320001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0001190001	Normal	0.2
CPT0078930003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0066520001	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0010120001	Normal	0.1
CPT0089480003	Normal	0.1
CPT0012290003	Normal	0.1
CPT0009020003	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0066470004	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0000790001	Normal	0.1
CPT0019130003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0066430001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0009060003	Tumor	0.1
CPT0069160003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0092310003	Normal	0.1
CPT0001270001	Normal	0.1
CPT0082010001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0076350001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0010160003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0001230001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0006950001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0017850003	Tumor	0.1
CPT0076330003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0023710001	Normal	0.1
CPT0065450001	Normal	0.1
CPT0026420001	Normal	0.1
CPT0077490003	Tumor	0.1
CPT0014370004	Tumor	0.1
CPT0079510001	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0086970003	Normal	0.1
CPT0081620001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0065930003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0023360001	Normal	0.1
CPT0010110003	Tumor	0.1
CPT0088710001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0001350001	Normal	0.0
CPT0079270003	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0092190003	Normal	0.0
CPT0025230003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0092740003	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0026410003	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0092290003	Tumor	0.0
CPT0078530001	Normal	0.0
CPT0001550001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0086370003	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0079300001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0001180009	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0079410003	Tumor	0.0
CPT0007320003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0019160001	Normal	-0.1
CPT0019990003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0065690003	Tumor	-0.1
CPT0025580004	Tumor	-0.1
CPT0012180003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0086030003	Tumor	-0.1
CPT0001260009	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0001510001	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0065430003	Tumor	-0.2
CPT0025290003	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0001220008	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0085670003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0077110003	Tumor	-0.2
CPT0014160003	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0024670003	Tumor	-0.3
CPT0081600003	Tumor	-0.3
CPT0014450004	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0086360003	Tumor	-0.3
CPT0088690003	Tumor	-0.3
CPT0077310003	Tumor	-0.3
CPT0078800003	Tumor	-0.4
CPT0086820003	Tumor	-0.4
CPT0015730003	Tumor	-0.5
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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 HPA002954
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
Carcinoid, malignant, NOS
Adenocarcinoma, uncertain malignant potential