Expression of FGGY 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

FGGY is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 6.36

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

4.2

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	20.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	11.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	10.5
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	9.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	9.7
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	7.7
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	7.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	7.2
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	7.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	7.1
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	6.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	6.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.7
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	6.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	6.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	6.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	6.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	5.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	5.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	4.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	4.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	4.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	4.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	4.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	3.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	3.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.3
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	3.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	3.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	3.0
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	2.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	2.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	2.6
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	2.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	2.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	2.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	2.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.0
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.8
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.4
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	1.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	1.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	0.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	0.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	0.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	0.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.24

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

19.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	223.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	147.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	129.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	128.6
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	124.1
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	124.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	118.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	86.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	85.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	83.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	82.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	78.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	77.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	74.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	73.3
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	70.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	61.3
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	59.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	59.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	54.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	54.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	53.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	51.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	49.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	48.1
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	44.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	44.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	43.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	42.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	42.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	42.3
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	39.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	39.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	38.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	37.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	35.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	33.1
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	32.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	32.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	32.2
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	31.7
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	31.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	31.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	30.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	30.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	30.4
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	29.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	29.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	29.7
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	29.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	29.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	28.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	28.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	28.3
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	28.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	27.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	27.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	27.7
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	27.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	27.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	26.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	26.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	26.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	26.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	26.4
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	26.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	26.2
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	25.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	25.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	25.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	25.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	25.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	25.0
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	24.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	24.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	24.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	24.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	24.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	24.7
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	24.7
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	24.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	24.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	24.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	24.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	24.1
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	24.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	24.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	24.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	23.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	23.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	23.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	23.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	23.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	23.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	23.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	23.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	23.0
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	22.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	22.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	22.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	22.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	22.5
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	22.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	22.4
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	22.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	22.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	22.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	22.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	22.2
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	22.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	22.1
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	22.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	22.1
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	22.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	22.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	21.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	21.8
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	21.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	21.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	21.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	21.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	21.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	21.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	21.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	21.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	21.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	21.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	21.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	21.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	20.8
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	20.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	20.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	20.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	20.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	20.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	20.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	20.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	20.6
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	20.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	20.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	20.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	20.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	20.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	20.2
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	20.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	20.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	20.1
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	20.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	20.1
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	20.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	20.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	19.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	19.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	19.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	19.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	19.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	19.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	19.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	19.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	19.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	19.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	19.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	19.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	19.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	19.2
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	19.2
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	19.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	19.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	19.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	19.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	18.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	18.8
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	18.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	18.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	18.7
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	18.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	18.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	18.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	18.5
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	18.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	18.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	18.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	18.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	18.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	18.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	18.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	18.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	18.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	18.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	18.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	18.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	18.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	18.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	18.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	17.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	17.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	17.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	17.8
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	17.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	17.8
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	17.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	17.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	17.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	17.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	17.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	17.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	17.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	17.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	17.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.2
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	17.2
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	17.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	17.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	17.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	17.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	16.9
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	16.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	16.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	16.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	16.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	16.8
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.7
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	16.7
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	16.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	16.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	16.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.6
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	16.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	16.5
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	16.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	16.5
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	16.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	16.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	16.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	16.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	16.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	15.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	15.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	15.9
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	15.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	15.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	15.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	15.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	15.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	15.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	15.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	15.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	15.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	15.4
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	15.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.3
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	15.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	15.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	15.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	15.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	15.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	14.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	14.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	14.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	14.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	14.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	14.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	14.7
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	14.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	14.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	14.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	14.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	14.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	14.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	14.4
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	14.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	14.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	14.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	14.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	14.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	14.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	13.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	13.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	13.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	13.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.6
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	13.5
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	13.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	13.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	13.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	13.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	13.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	13.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	13.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	13.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	13.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	13.1
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	13.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	13.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	13.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	13.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	12.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	12.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	12.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	12.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	12.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	12.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	12.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	12.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	12.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	12.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	12.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	12.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.6
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	12.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	12.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	12.4
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	12.4
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	12.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	12.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	12.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	12.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	12.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.0
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	11.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	11.8
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	11.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	11.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	11.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	11.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	11.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	11.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	11.2
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	11.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	11.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	11.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	11.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.0
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	10.9
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	10.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	10.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	10.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	10.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	10.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	10.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	10.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	10.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	10.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	10.4
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	10.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	10.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	10.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	10.2
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	10.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	10.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.1
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	10.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	10.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	10.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	9.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	9.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	9.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.7
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	9.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	9.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	9.5
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	9.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	9.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	9.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	9.4
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	9.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.2
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	9.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	9.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	9.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	8.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	8.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	8.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	8.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	8.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	8.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	8.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	8.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	8.5
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	8.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	8.0
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	7.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	7.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	7.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	7.3
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	7.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	7.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	7.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	6.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	6.9
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.8
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	6.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	6.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	6.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	6.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	6.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	6.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	6.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	6.5
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	6.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	6.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	6.2
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	6.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	6.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	5.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	5.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	5.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	5.1
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.0
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	4.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	4.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	4.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	4.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	4.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	4.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	4.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.1
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	4.1
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	4.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	3.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	3.8
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.8
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	3.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	3.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	3.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	3.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	2.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	2.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	2.8
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	2.8
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	2.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	2.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.4
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	2.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	2.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	2.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	1.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	1.6
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.6
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	1.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.23

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

100

Samples

Sample	Description	TPM
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	108.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	74.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	74.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	62.6
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	48.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	40.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	34.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	33.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	31.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	25.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	23.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	21.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	21.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	20.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	20.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	20.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	19.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	19.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	19.1
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	18.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	18.5
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	18.4
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	18.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	17.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	17.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	17.5
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	17.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	17.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	17.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	17.0
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	16.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	16.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	15.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	15.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	15.9
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	15.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	15.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	14.9
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	14.8
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	14.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	13.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	13.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	13.8
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	13.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	13.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	12.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	12.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	12.7
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	12.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	12.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	12.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	12.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	12.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	12.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	11.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.8
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	11.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	11.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	11.2
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	11.1
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	10.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	10.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	10.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	10.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	9.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	9.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	9.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	9.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	8.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	8.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	8.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	8.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	8.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	8.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	8.1
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	7.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	7.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	6.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	6.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	5.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	5.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	5.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	5.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	4.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	2.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.06

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	167.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	159.9
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	148.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	132.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	108.8
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	107.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	99.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	96.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	80.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	79.6
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	77.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	50.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	50.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	49.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	46.2
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	45.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	43.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	39.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	35.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	34.8
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	33.8
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	31.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	30.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	30.1
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	30.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	29.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	29.3
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	28.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	27.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	27.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	27.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	27.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	27.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	26.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	26.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	25.7
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	25.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	24.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	24.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	24.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.1
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	24.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	24.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	23.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	23.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	23.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	23.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	23.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	22.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	22.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	22.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	22.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	22.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	22.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	22.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	21.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	21.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	21.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	21.5
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	21.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	21.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	21.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	21.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	21.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	20.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	20.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	20.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	20.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	20.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	19.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	19.9
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	19.8
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	19.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	19.8
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	19.6
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	19.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	19.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	19.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	18.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	18.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	18.7
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	18.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	18.5
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	18.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	18.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	18.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	18.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	18.1
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	18.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	18.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.0
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	17.5
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	17.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	17.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.4
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	17.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	17.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	17.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	17.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	17.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	16.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	16.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	16.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	16.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	16.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	16.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	16.4
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	16.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	16.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	16.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	16.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	15.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	15.7
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	15.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	15.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	15.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	15.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.5
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	15.5
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.4
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.3
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	15.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	15.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	15.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	15.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	14.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	14.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	14.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	14.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	14.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	14.3
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	14.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	14.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	14.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	13.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	13.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	13.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	13.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	13.3
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	13.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	13.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	13.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.2
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	13.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	13.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	13.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	13.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.1
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	12.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	12.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	12.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.6
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	12.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	12.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	12.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	12.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	12.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	11.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	11.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	11.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	11.1
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	11.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	11.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	11.0
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	11.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	10.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	10.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	10.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	10.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	10.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	9.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	9.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	9.7
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	9.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	9.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	9.3
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.3
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	9.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	9.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	8.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	8.6
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	8.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	8.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.4
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	7.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	7.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	7.4
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	7.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	6.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	6.5
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	6.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	6.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	5.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	5.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	5.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	5.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	5.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	5.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	5.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	4.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	4.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	4.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	4.3
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	4.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	4.1
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	4.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	3.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	2.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	2.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	2.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	2.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	0.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	0.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	0.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	0.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	0.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	0.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	0.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	0.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	0.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

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

Pending cancer tissue analysis