Expression of OGT 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

OGT is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.75

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

16.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	32.7
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	28.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	27.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	25.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	25.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	24.8
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	23.2
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	23.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	22.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	22.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	21.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	21.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	21.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	20.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	20.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	20.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	20.1
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	20.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	19.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	19.7
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	19.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	18.0
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	18.0
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	17.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	17.1
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	16.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	16.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	16.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	16.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	15.5
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	15.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	14.7
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	14.7
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	14.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	13.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	13.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	13.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	13.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	13.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	13.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	13.4
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	13.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	13.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	12.9
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	12.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	12.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	12.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	12.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	11.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	10.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	10.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	10.1
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	9.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	8.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	7.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	7.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

OGT is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.67

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

22.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	72.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	69.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	62.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	58.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	55.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	52.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	51.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	46.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	46.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	45.4
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	44.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	44.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	44.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	44.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	43.7
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	43.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	42.9
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	41.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	41.8
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	41.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	41.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	41.1
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	41.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	41.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	41.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	41.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	40.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	40.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	40.2
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	40.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	39.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	39.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	39.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	39.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	38.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	38.4
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	38.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	38.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	38.1
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	38.0
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	37.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	37.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	37.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	37.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	37.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	37.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	36.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	36.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	36.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	36.5
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	36.1
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	36.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	36.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	35.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	35.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	35.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	35.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	35.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	35.0
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	34.9
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	34.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	34.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	34.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	34.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	34.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	34.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	34.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	34.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	33.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	33.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	33.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	33.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	33.0
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	32.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	32.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	32.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	32.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	32.4
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	32.4
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	32.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	32.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	32.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	32.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	31.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	31.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	31.8
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	31.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	31.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	31.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	31.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	31.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	31.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	31.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	31.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	31.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	31.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	31.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	31.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	30.6
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	30.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	30.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	30.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	30.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	30.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	30.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	30.2
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	29.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	29.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	29.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	29.8
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	29.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	29.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	29.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	29.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	29.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	29.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	29.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	29.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	29.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	29.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	29.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	29.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	28.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	28.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	28.8
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	28.7
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	28.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	28.5
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	28.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	28.4
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	28.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	28.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	28.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	28.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	28.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	28.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	27.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	27.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	27.7
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	27.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	27.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	27.5
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	27.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	27.4
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	27.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	27.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	27.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	27.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	27.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	26.9
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	26.8
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	26.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	26.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	26.6
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	26.5
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	26.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	26.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	26.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	26.3
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	26.3
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	26.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	26.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	26.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	26.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	25.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	25.8
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	25.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	25.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	25.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	25.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	25.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	24.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	24.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	24.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	24.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	24.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	24.6
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	24.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	24.5
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	24.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	24.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	24.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	24.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	24.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	23.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	23.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	23.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	23.8
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	23.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	23.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	23.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	23.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	23.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	23.6
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	23.3
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	23.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	23.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	23.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	23.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	23.2
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	23.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	23.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	23.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	23.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	23.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	23.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	22.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	22.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	22.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	22.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	22.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	22.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	22.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	22.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	22.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	22.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	22.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	22.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	22.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	22.2
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	22.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	22.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	22.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	22.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	22.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	21.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	21.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	21.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	21.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	21.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	21.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	21.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	21.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	21.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	21.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	21.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	21.4
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	21.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	21.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	21.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	21.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	21.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	21.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	21.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	21.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	21.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	21.0
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	20.9
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	20.9
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	20.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	20.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	20.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	20.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	20.7
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.7
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	20.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	20.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	20.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	20.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	20.4
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	20.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	20.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	20.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	20.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	20.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	20.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	20.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	20.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	19.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	19.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	19.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	19.8
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	19.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	19.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	19.7
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	19.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	19.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	19.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	19.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	19.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	19.6
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	19.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	19.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	19.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	19.3
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	19.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	19.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	19.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	19.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	19.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	19.1
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	19.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	19.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	18.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	18.9
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	18.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	18.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	18.8
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	18.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	18.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	18.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.6
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	18.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.5
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	18.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	18.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	18.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	18.3
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.3
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	18.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	18.3
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	18.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	18.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	18.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	18.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	18.1
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.0
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	18.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	18.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	18.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	17.9
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	17.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	17.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	17.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	17.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	17.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	17.5
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	17.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	17.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	17.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	17.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	17.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	17.0
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	16.9
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	16.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	16.8
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	16.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	16.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	16.6
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	16.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	16.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	16.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	16.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	16.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	16.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	16.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	16.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	16.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	16.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	16.1
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	16.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	15.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	15.9
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	15.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	15.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	15.7
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	15.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	15.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	15.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	15.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	15.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	15.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	15.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.3
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	15.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	15.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	15.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	15.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	15.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.0
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	14.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	14.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	14.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	14.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	14.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	14.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	14.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	14.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.4
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	14.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	14.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	14.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	14.3
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	14.3
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	14.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	14.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	14.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	14.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	14.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	14.0
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	13.9
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	13.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	13.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	13.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	13.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	13.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	13.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	13.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	13.4
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	13.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	13.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	13.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	13.2
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	13.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	13.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.1
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	13.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	13.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	13.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	13.0
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	12.9
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.9
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	12.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	12.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	12.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	12.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	12.6
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	12.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	12.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	12.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	12.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	12.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	12.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	12.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	11.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	11.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	11.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	11.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	11.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	11.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	11.4
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	11.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	11.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	11.3
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	11.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	10.9
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	10.9
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	10.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.8
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	10.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	10.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	10.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	10.7
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.6
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	10.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	10.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	10.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	10.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.2
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	10.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.0
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	9.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	9.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.6
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	9.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	9.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.4
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	9.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.0
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	9.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	8.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	8.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	8.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	8.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.3
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	8.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	8.2
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	8.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.9
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	7.8
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	7.8
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	7.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.9
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	6.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	6.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	6.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	6.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	6.1
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.1
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	5.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 38.23

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

31.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	65.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	63.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	60.0
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	55.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	51.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	46.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	45.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	45.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	45.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	44.8
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	43.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	42.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	42.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	40.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	40.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	40.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	39.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	39.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	39.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	38.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	38.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	38.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	38.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	37.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	37.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	36.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	36.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	35.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	35.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	34.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	34.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	34.1
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	33.9
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	33.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	33.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	33.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	33.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	33.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	33.2
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	33.1
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	33.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	32.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	32.5
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	32.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	32.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	31.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	31.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	30.9
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	30.8
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	30.4
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	30.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	30.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	29.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	29.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	29.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	29.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	28.7
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	28.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	28.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	28.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	28.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	28.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	28.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	27.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	26.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	26.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	26.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	26.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	26.2
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	26.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	25.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	25.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	25.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	24.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	24.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	24.1
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	24.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	23.6
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	23.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	22.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	22.6
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	21.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	20.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	20.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	19.7
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	19.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	19.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.1
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	18.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	17.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	17.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	16.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	16.3
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	15.0
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	13.6
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.94

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

19.0

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	62.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	60.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	54.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	53.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	52.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	50.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	49.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	45.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	42.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	42.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	42.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	41.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	40.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	39.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	38.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	37.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	37.2
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	36.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	36.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	36.3
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	35.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	35.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	35.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	35.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	34.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	34.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	33.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	33.3
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	33.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	32.9
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	32.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	32.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	32.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	31.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	30.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	30.6
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	30.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	29.8
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	29.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	29.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	29.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	29.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	29.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	28.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	28.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	28.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	27.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	27.2
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	27.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	27.0
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	26.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	26.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	26.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	26.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	26.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	26.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	25.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	25.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	25.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	25.0
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	25.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	24.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	24.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	24.7
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	24.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	24.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	24.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	24.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	24.1
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	24.0
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	24.0
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	24.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	23.8
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	23.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	23.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	23.7
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	23.7
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	23.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	23.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	23.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	22.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	22.7
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	22.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	22.7
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	22.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	22.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	22.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	22.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	22.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	22.0
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	21.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	21.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	21.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	21.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	21.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	21.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	21.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	21.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	21.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	21.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	21.1
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	21.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	21.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	20.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	20.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	20.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	20.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	20.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	20.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	20.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	19.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	19.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.5
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	19.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	19.5
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	19.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	19.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	18.6
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	18.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	18.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	18.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	18.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	18.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	17.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	17.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	17.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	17.3
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	17.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	17.2
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	17.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	17.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	17.0
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	17.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	17.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	16.7
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	16.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.6
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	16.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	16.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	16.3
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	15.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	15.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	15.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	15.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	15.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	15.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	15.4
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.2
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	15.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	15.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	15.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	15.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.9
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	14.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.9
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	14.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	14.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	14.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	14.6
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	14.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	14.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	14.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	14.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	13.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	13.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	13.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	13.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	13.8
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	13.7
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	13.7
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	13.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	13.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	13.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	13.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.5
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	13.4
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	13.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	13.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	13.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	13.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	13.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	13.2
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	13.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	13.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	12.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	12.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	12.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.4
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	12.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	12.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	12.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	12.0
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	11.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	11.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	11.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	11.7
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	11.6
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	11.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	11.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	11.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	11.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	11.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.1
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	11.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	11.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	10.7
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	10.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	10.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	10.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	10.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	10.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	10.1
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	10.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	9.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	9.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	9.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	9.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	9.5
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	9.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	8.9
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	8.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	8.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	8.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.5
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	8.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	8.2
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	8.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.1
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	8.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	7.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	7.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	7.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	7.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	6.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	5.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.4
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	5.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	4.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	3.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	3.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	3.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	2.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012640003	Normal	0.6
CPT0002270011	Tumor	0.5
CPT0001340003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0079510001	Normal	0.5
CPT0017850003	Tumor	0.4
CPT0069190001	Normal	0.4
CPT0009020003	Normal	0.3
CPT0001230001	Normal	0.3
CPT0011410003	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0024670003	Tumor	0.3
CPT0078990003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0063330001	Normal	0.2
CPT0084560003	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0088970003	Tumor	0.2
CPT0084590001	Normal	0.2
CPT0075170001	Normal	0.2
CPT0086820003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0012080003	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0009060003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0092190003	Normal	0.2
CPT0001510001	Normal	0.2
CPT0012570003	Normal	0.2
CPT0071150004	Tumor	0.2
CPT0086870003	Tumor	0.1
CPT0001550001	Normal	0.1
CPT0078800003	Tumor	0.1
CPT0010110003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0026410003	Tumor	0.1
CPT0025920001	Normal	0.1
CPT0001190001	Normal	0.1
CPT0025880003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0001260009	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0012280003	Tumor	0.1
CPT0023350003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0082010001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0081880003	Tumor	0.1
CPT0088920001	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0088500001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0006530001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0019160001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0069010001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0079180003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0001270001	Normal	0.1
CPT0088480003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0025610001	Normal	0.0
CPT0075130003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0010120001	Normal	0.0
CPT0079410003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0078670001	Normal	0.0
CPT0081620001	Normal	0.0
CPT0088570001	Normal	0.0
CPT0092160003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0088630003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0012900004	Tumor	0.0
CPT0026420001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0025060001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0001350001	Normal	0.0
CPT0079380003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0025350003	Tumor	0.0
CPT0012550003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0006730001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0069160003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0086030003	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0025110003	Tumor	0.0
CPT0012670003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0092310003	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0092730003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0015810003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0010170001	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0020120003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0065810003	Tumor	-0.1
CPT0075560003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0025230003	Tumor	-0.1
CPT0014470001	Normal	-0.1
CPT0088710001	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0000890001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0085670003	Tumor	-0.1
CPT0014160003	Tumor	-0.1
CPT0065430003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0092800003	Normal	-0.1
CPT0007860003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0065690003	Tumor	-0.1
CPT0006950001	Normal	-0.1
CPT0006900003	Tumor	-0.1
CPT0001500009	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0077310003	Tumor	-0.2
CPT0092790003	Tumor	-0.2
CPT0019990003	Tumor	-0.2
CPT0092290003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0015730003	Tumor	-0.2
CPT0088690003	Tumor	-0.3
CPT0078660003	Tumor	-0.3
CPT0078830003	Tumor	-0.3
CPT0064370003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA030751	Antibody HPA030752	Antibody HPA030754	Antibody CAB034099
Staining
High
Medium
Low
Not detected
Intensity
Strong
Moderate
Weak
Negative
Quantity
>75%
75%-25%
<25%
None
Location
Nuclear
Cytoplasmic/membranous
Cytoplasmic/membranous,nuclear
None
Adenocarcinoma, NOS