Expression of GFPT1 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

GFPT1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.61

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

15.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	51.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	39.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	32.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	31.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	31.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	30.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	28.4
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	27.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	26.9
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	26.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	26.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	26.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	24.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	24.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	22.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	22.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	21.8
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	21.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	21.3
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	21.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	20.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	19.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	18.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	18.1
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	16.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	16.5
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	16.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	16.1
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	15.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	13.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	12.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	12.2
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	12.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	12.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	11.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	11.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	10.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	10.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	10.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	10.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	8.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	8.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.7
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	7.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	7.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	6.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	6.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	5.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.2
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	4.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	3.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GFPT1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.17

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

21.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	86.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	71.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	64.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	62.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	61.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	58.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	58.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	57.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	56.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	55.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	54.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	50.2
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	49.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	49.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	48.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	48.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	47.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	47.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	45.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	45.1
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	45.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	44.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	43.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	43.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	43.0
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	42.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	42.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	42.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	42.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	42.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	41.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	41.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	41.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	40.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	39.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	39.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	39.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	38.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	38.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	38.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	37.5
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	37.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	37.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	36.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	36.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	36.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	35.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	35.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	35.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	35.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	35.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	35.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	35.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	35.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	35.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	34.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	34.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	34.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	34.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	34.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	34.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	34.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	34.4
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	34.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	33.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	33.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	33.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	33.6
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	33.3
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	33.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	32.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	32.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	32.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	32.7
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	32.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	32.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	32.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	31.8
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	31.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	31.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	31.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	31.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	31.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	31.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	30.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	30.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	30.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	30.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	30.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	30.4
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	30.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	30.2
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	30.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	30.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	30.0
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	29.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	29.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	29.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	29.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	29.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	29.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	29.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	29.2
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	29.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	29.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	28.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	28.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	28.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	28.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	28.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	28.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	28.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	28.4
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	28.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	28.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	28.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	28.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	28.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	27.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	27.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	27.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	27.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	27.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	26.9
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	26.9
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	26.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	26.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	26.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	26.7
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	26.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	26.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	26.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	26.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.4
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.3
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	26.1
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	26.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	25.9
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	25.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	25.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	25.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	25.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	25.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	25.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	25.5
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	25.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	25.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	25.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	25.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	25.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	25.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	25.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	25.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	25.1
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	25.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	25.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.9
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	24.9
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.9
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	24.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	24.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	24.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	24.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	24.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	24.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	24.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	24.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	24.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	24.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	24.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	24.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	24.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	24.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	24.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	24.2
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	24.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	23.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	23.8
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	23.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	23.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	23.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	23.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	23.5
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	23.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	23.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	23.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	23.4
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	23.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	23.4
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	23.3
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	23.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	23.2
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	23.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	23.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	23.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	22.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	22.6
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	22.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	22.6
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	22.5
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.4
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.4
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	22.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	22.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	22.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	22.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	22.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	22.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	21.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	21.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	21.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	21.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	21.8
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	21.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	21.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	21.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	21.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	21.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	21.6
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	21.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	21.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	21.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	21.4
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	21.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	21.3
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	21.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	21.3
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	21.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	21.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	21.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	21.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	20.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	20.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	20.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	20.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	20.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	20.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	20.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	20.4
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	20.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	20.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	20.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	20.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	19.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	19.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	19.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	19.7
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	19.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	19.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	19.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	19.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	19.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	19.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	19.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	19.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	19.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	19.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	19.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	19.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	19.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	19.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	19.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	19.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	18.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	18.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	18.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	18.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	18.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	18.8
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	18.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	18.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	18.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	18.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	18.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	18.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	18.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	18.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	18.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	18.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	18.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	18.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	18.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	17.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	17.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	17.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	17.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	17.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	17.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	17.6
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	17.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	17.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	17.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	17.4
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	17.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	17.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	17.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.3
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	17.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	17.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	17.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	17.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	16.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	16.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	16.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	16.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	16.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	16.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	16.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	16.4
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	16.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	16.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	16.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	16.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.3
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	16.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	16.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	16.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	16.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	16.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	16.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	16.1
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	16.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	16.0
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	15.9
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	15.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.8
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	15.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	15.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	15.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	15.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	15.5
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	15.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	15.4
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	15.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	14.9
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	14.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	14.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	14.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.7
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	14.6
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	14.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	14.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	14.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	14.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.4
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	14.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	14.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	14.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	14.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	14.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	14.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	14.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.9
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	13.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	13.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	13.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	13.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	13.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	13.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	12.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.9
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	12.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	12.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	12.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	12.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	12.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	12.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	12.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	12.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	12.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	12.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	12.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	12.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	12.2
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	12.1
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	12.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	12.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	12.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	12.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	11.9
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	11.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	11.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	11.6
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	11.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	11.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.3
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	11.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	11.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	11.3
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	11.2
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	11.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	10.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	10.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	10.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.8
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	10.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	10.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	10.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	10.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	10.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	10.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	9.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	9.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.4
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	9.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.3
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	9.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	8.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	8.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	8.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	8.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	8.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	8.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	8.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	7.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	7.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	7.7
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	7.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	7.5
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	7.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	7.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	7.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	7.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	7.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.0
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	6.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	6.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.3
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	5.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	5.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	5.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	5.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.5
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	5.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	4.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	4.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	4.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	4.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.0
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	3.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	3.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GFPT1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.47

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

27.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	86.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	73.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	66.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	60.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	60.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	51.3
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	50.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	47.7
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	43.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	41.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	40.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	40.1
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	36.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	35.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	34.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	34.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	34.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	33.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	33.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	33.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	33.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	33.0
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	32.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	31.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	31.7
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	30.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	30.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	30.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	29.6
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	29.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	29.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	28.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	28.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	28.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	28.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	27.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	27.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	27.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	27.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	27.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	27.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	27.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	26.6
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	26.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	26.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	25.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	24.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	24.6
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	24.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	24.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	24.0
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	23.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	23.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	23.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	22.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	22.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	22.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	21.8
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	21.7
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	21.7
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	21.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	21.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	21.2
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	20.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	20.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	20.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	20.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	19.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	18.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	18.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	18.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	18.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	17.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	17.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	17.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	17.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	17.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	16.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	16.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	16.0
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	15.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	15.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.9
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	14.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	12.4
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	10.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	9.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

GFPT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 25.35

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

19.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	119.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	116.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	82.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	66.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	61.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	59.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	56.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	54.7
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	53.3
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	53.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	51.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	49.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	45.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	45.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	44.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	44.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	43.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	42.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	41.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	39.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	38.8
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	36.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	36.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	36.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	35.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	35.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	35.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	35.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	33.8
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	33.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	33.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	33.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	32.7
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	32.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	32.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	32.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	31.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	31.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	30.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	30.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	30.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	30.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	29.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	29.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	29.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	29.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	29.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	28.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	28.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	28.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	27.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	27.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	27.4
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	26.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	26.7
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	26.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	26.4
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	26.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	25.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	25.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	25.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	25.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	24.9
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	24.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	24.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	24.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	24.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	24.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	23.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	23.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	23.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	23.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	23.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	23.7
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	23.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	23.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	23.3
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	23.2
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	23.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	22.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	22.7
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.7
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	22.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	22.3
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	22.1
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	21.7
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	21.7
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	21.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	21.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	21.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	21.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	20.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	20.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	20.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	20.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	20.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	19.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	19.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	19.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	19.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	19.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	19.7
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	19.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	19.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	19.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	19.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	19.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	19.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	18.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	18.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	18.7
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	18.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	18.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	18.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	18.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	18.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	18.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	18.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	18.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	17.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	17.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	17.4
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	17.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	17.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	17.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	17.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	17.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.1
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	17.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	16.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	16.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	16.7
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	16.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	16.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	16.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	16.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	16.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	16.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	16.1
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	15.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	15.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	15.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	15.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	15.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	15.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	15.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	15.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	15.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	14.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	14.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	14.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	14.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	14.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	14.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	13.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	13.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	13.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	13.6
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	13.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	13.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	13.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	13.1
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	13.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	12.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	12.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	12.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	12.6
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	12.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	12.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	12.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	12.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	12.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	12.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	11.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	11.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	11.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	11.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	11.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	11.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.1
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	11.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	10.9
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	10.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	10.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	10.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	10.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	10.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	9.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	9.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	9.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	9.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.4
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	9.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	9.3
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	9.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	8.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	8.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.6
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	8.5
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	8.4
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	8.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	8.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	8.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	7.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	7.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	7.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	7.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	7.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	7.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	7.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	7.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	7.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	7.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	6.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	6.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	6.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	6.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	6.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	6.2
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.9
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	5.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.7
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	5.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	5.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	5.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	5.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.2
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	5.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	5.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	4.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.7
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	4.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.4
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	3.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.2
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	2.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012550003	Tumor	1.8
CPT0078830003	Tumor	1.3
CPT0001180009	Tumor	1.2
CPT0012280003	Tumor	1.1
CPT0077110003	Tumor	1.1
CPT0014160003	Tumor	0.9
CPT0088480003	Tumor	0.9
CPT0000640003	Tumor	0.9
CPT0079270003	Tumor	0.8
CPT0076330003	Tumor	0.8
CPT0025050003	Tumor	0.8
CPT0065430003	Tumor	0.8
CPT0081880003	Tumor	0.8
CPT0023350003	Tumor	0.8
CPT0084560003	Tumor	0.7
CPT0002270011	Tumor	0.7
CPT0012180003	Tumor	0.7
CPT0012370003	Tumor	0.6
CPT0007860003	Tumor	0.6
CPT0020120003	Tumor	0.6
CPT0012670003	Tumor	0.5
CPT0015810003	Tumor	0.5
CPT0069000003	Tumor	0.5
CPT0019990003	Tumor	0.5
CPT0078800003	Tumor	0.5
CPT0065810003	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0001540009	Tumor	0.5
CPT0015730003	Tumor	0.5
CPT0086360003	Tumor	0.5
CPT0007320003	Tumor	0.4
CPT0002350011	Tumor	0.4
CPT0063630003	Tumor	0.4
CPT0001340003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0086820003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0017850003	Tumor	0.4
CPT0006900003	Tumor	0.4
CPT0025230003	Tumor	0.4
CPT0065750003	Tumor	0.4
CPT0000870016	Tumor	0.4
CPT0010160003	Tumor	0.3
CPT0075130003	Tumor	0.3
CPT0025110003	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0079480003	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0089460004	Tumor	0.3
CPT0079410003	Tumor	0.3
CPT0079230003	Tumor	0.3
CPT0009000003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0065870003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0014370004	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0077310003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0001500009	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0066480003	Tumor	0.0
CPT0021240003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0075560003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0065930003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0014350001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0011240003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0085670003	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0088550004	Tumor	-0.1
CPT0086950003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0018250001	Normal	-0.1
CPT0081600003	Tumor	-0.1
CPT0009080003	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0006530001	Normal	-0.2
CPT0079380003	Tumor	-0.2
CPT0064370003	Tumor	-0.2
CPT0089020003	Tumor	-0.2
CPT0086970003	Normal	-0.2
CPT0066470004	Tumor	-0.2
CPT0011410003	Tumor	-0.2
CPT0017450001	Normal	-0.2
CPT0013790003	Normal	-0.2
CPT0071150004	Tumor	-0.2
CPT0075570001	Normal	-0.2
CPT0064400001	Normal	-0.2
CPT0088920001	Normal	-0.2
CPT0086890003	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0006950001	Normal	-0.2
CPT0015910003	Tumor	-0.2
CPT0006730001	Normal	-0.2
CPT0025610001	Normal	-0.2
CPT0007870001	Normal	-0.2
CPT0092160003	Tumor	-0.2
CPT0007470001	Normal	-0.2
CPT0014450004	Tumor	-0.2
CPT0001350001	Normal	-0.2
CPT0087050003	Normal	-0.3
CPT0014470001	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0002370001	Normal	-0.3
CPT0092790003	Tumor	-0.3
CPT0001190001	Normal	-0.3
CPT0089040001	Normal	-0.3
CPT0012640003	Normal	-0.3
CPT0069010001	Normal	-0.3
CPT0078940001	Normal	-0.3
CPT0025170003	Tumor	-0.3
CPT0009020003	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0076350001	Normal	-0.3
CPT0025060001	Normal	-0.3
CPT0019130003	Tumor	-0.3
CPT0001550001	Normal	-0.3
CPT0066520001	Normal	-0.3
CPT0088760003	Tumor	-0.3
CPT0014130001	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0075720003	Tumor	-0.3
CPT0081620001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0082010001	Normal	-0.3
CPT0079300001	Normal	-0.3
CPT0012920003	Normal	-0.3
CPT0092740003	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0092800003	Normal	-0.3
CPT0066430001	Normal	-0.3
CPT0065450001	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0012770003	Normal	-0.3
CPT0086830003	Normal	-0.3
CPT0000660001	Normal	-0.3
CPT0024680001	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0089480003	Normal	-0.4
CPT0012290003	Normal	-0.4
CPT0001510001	Normal	-0.4
CPT0065820001	Normal	-0.4
CPT0023710001	Normal	-0.4
CPT0084590001	Normal	-0.4
CPT0079000001	Normal	-0.4
CPT0001230001	Normal	-0.4
CPT0078670001	Normal	-0.4
CPT0025920001	Normal	-0.4
CPT0088570001	Normal	-0.4
CPT0088640003	Normal	-0.4
CPT0088710001	Normal	-0.4
CPT0079510001	Normal	-0.4
CPT0020020001	Normal	-0.4
CPT0020130001	Normal	-0.4
CPT0075170001	Normal	-0.4
CPT0077140001	Normal	-0.4
CPT0077320001	Normal	-0.4
CPT0077500001	Normal	-0.4
CPT0078530001	Normal	-0.4
CPT0078840001	Normal	-0.5
CPT0019160001	Normal	-0.5
CPT0010120001	Normal	-0.5
CPT0088900003	Tumor	-0.5
CPT0092190003	Normal	-0.6
CPT0001270001	Normal	-0.6
CPT0088630003	Tumor	-0.7
CPT0079180003	Tumor	-0.8
CPT0088970003	Tumor	-1.0
CPT0078660003	Tumor	-1.1
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RENAL CANCER - Protein expressionⁱ

Pending cancer tissue analysis