Expression of BCAT2 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

BCAT2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 61.68

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

48.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	95.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	95.6
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	89.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	79.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	75.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	75.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	74.3
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	70.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	69.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	66.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	66.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	66.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	66.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	61.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	61.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	59.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	59.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	57.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	57.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	57.5
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	57.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	56.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	55.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	54.5
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	53.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	52.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	50.5
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	49.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	49.6
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	49.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	49.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	48.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	47.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	45.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	45.9
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	43.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	43.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	43.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	42.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	42.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	38.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	38.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	38.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	38.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	37.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	37.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	37.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	36.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	34.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	33.9
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	33.7
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	32.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	32.0
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	30.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	30.3
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	28.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	26.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	25.6
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	24.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	23.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	22.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	21.5
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	19.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	15.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

BCAT2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.43

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

27.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	65.8
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	65.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	65.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	63.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	62.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	57.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	56.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	53.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	53.1
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	53.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	52.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	51.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	51.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	51.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	50.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	49.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	49.7
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	48.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	48.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	48.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	48.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	48.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	48.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	48.1
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	47.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	47.3
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	46.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	45.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	45.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	45.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	44.1
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	44.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	43.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	43.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	43.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	43.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	43.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	42.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	42.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	42.0
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	41.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	41.8
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	41.7
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	41.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	41.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	41.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	41.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	40.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	40.8
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	40.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	40.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	39.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	39.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	38.8
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	38.5
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	38.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	38.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	37.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	37.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	37.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	37.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	37.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	37.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	37.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	36.7
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	36.7
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	36.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	36.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	36.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	36.4
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	36.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	36.3
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	36.2
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	36.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	36.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	36.1
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	35.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	35.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	35.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	35.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	35.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	35.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	35.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	35.5
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	35.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	35.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	35.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	35.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	35.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	35.1
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	35.1
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	35.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	34.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	34.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	34.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	34.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	34.3
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	34.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	34.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	34.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	33.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	33.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	33.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	33.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	33.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	33.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	33.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	33.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	33.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	33.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	33.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	33.1
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	33.1
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	33.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	33.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	33.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	32.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	32.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	32.7
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	32.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	32.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	32.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	32.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	32.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	32.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	32.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	32.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	32.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	31.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	31.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	31.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	31.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	31.8
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	31.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	31.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	31.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	31.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	31.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	31.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	31.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	31.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	31.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	31.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	31.4
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	31.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	31.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	31.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	31.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	31.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	30.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	30.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	30.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	30.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	30.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	30.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	30.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	30.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	30.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	30.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	30.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	30.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	30.4
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	30.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	30.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	30.3
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	30.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	30.2
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	30.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	30.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	30.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	30.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	30.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	30.0
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	29.9
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	29.9
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	29.9
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	29.9
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	29.8
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	29.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	29.8
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	29.7
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	29.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	29.6
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	29.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	29.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	29.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	29.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	29.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	29.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	28.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	28.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	28.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	28.9
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	28.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	28.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	28.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	28.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	28.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	28.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	28.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	28.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	28.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	28.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	28.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	28.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	28.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	28.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.4
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	28.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	28.2
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	28.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	28.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	28.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	28.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	28.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	27.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	27.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	27.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	27.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	27.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	27.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	27.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	27.7
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	27.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	27.4
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	27.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	27.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	27.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	27.2
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	27.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	27.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	27.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	27.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	27.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	26.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	26.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	26.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	26.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	26.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	26.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	26.8
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	26.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	26.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	26.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	26.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	26.7
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	26.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	26.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.6
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	26.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	26.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	26.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	26.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	26.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	26.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	26.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	26.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	26.1
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	26.1
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	26.1
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	26.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	26.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	26.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	25.9
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	25.8
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	25.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	25.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	25.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	25.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	25.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	25.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	25.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	25.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	25.5
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	25.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	25.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	25.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	25.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	25.3
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	25.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	25.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	25.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	25.1
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	25.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	25.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	25.0
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	25.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	25.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	24.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	24.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	24.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	24.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	24.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	24.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	24.8
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	24.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	24.7
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	24.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	24.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	24.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	24.6
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	24.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	24.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	24.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	24.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	24.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	24.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	24.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	24.2
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	24.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	24.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	24.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	24.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	24.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	24.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	24.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	24.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	24.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	24.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	23.9
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	23.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	23.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	23.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	23.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	23.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	23.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	23.7
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	23.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	23.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	23.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	23.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	23.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	23.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	23.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	23.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	23.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	23.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	23.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	23.2
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	23.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	23.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	23.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	23.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	23.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	22.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	22.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	22.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	22.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	22.8
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	22.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	22.7
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	22.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	22.6
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	22.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	22.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	22.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	22.5
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	22.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	22.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	22.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	22.2
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	22.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	22.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	22.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	22.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	22.1
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	22.1
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	22.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	22.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	22.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	22.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	21.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	21.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	21.7
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	21.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	21.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	21.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	21.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	21.5
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	21.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	21.3
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	21.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	21.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	21.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	21.1
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	21.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	21.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	21.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	21.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	21.0
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	21.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	20.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	20.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	20.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	20.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	20.8
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	20.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	20.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	20.6
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	20.6
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	20.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	20.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	20.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	20.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	20.4
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	20.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	20.4
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	20.4
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	20.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	20.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	20.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	20.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	20.0
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	20.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	19.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	19.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	19.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	19.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	19.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	19.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	19.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	19.6
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	19.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	19.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	19.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	19.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	19.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	19.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	19.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	19.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	19.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	18.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	18.8
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	18.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	18.5
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	18.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	18.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	18.3
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	18.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	18.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	18.1
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	18.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	17.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	17.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	17.7
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	17.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	17.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	17.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	17.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	17.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	17.1
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	17.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	17.1
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	16.8
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	16.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	16.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	16.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	16.7
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	16.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	16.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	16.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	16.4
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	16.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	16.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	16.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	16.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	15.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	15.8
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.8
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	15.7
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	15.7
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	15.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.3
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	15.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	15.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	15.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	14.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	14.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	14.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	14.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	14.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	14.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	14.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	14.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	14.3
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	13.9
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	13.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	13.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	13.3
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	13.1
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	13.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	12.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	12.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	12.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	12.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	12.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	12.0
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	11.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	11.2
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	9.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	8.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	3.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	2.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

BCAT2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 21.2

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

28.0

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	70.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	54.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	48.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	46.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	44.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	44.9
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	42.3
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	41.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	40.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	39.5
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	39.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	39.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	39.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	38.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	38.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	38.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	37.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	36.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	35.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	35.0
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	34.2
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	33.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	33.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	32.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	32.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	32.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	32.2
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	31.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	31.9
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	31.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	31.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	31.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	31.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	31.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	30.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	29.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	29.7
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	29.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	29.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	28.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	28.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.0
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.8
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	27.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	27.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	26.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	26.8
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	26.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	26.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	26.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	26.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	26.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	26.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	26.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	25.9
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	25.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	25.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	25.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	25.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	25.3
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	24.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	24.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	24.5
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	24.1
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	23.9
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	23.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	23.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	23.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	23.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	21.9
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	21.4
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	21.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	21.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	21.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	21.1
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	20.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	20.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.3
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	19.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	19.5
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	19.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	18.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	17.9
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	17.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	17.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	15.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	15.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	15.0
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	13.6
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	12.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	12.1
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	12.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	11.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	9.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

BCAT2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 68.01

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

56.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	180.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	172.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	167.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	155.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	153.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	151.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	147.3
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	145.0
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	119.7
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	118.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	117.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	110.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	107.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	105.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	101.4
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	98.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	98.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	95.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	95.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	92.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	92.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	90.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	89.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	88.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	88.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	87.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	86.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	86.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	85.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	85.0
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	84.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	84.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	83.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	82.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	81.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	80.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	80.4
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	79.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	79.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	79.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	78.8
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	77.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	77.5
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	76.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	75.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	75.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	74.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	74.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	73.8
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	73.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	72.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	72.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	72.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	72.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	71.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	71.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	71.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	71.5
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	71.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	71.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	70.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	69.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	68.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	68.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	68.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	68.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	68.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	68.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	68.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	68.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	68.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	67.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	67.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	67.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	66.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	66.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	66.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	66.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	66.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	66.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	65.2
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	64.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	64.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	64.2
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	63.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	63.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	63.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	63.5
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	63.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	63.0
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	63.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	62.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	62.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	62.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	62.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	62.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	62.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	61.9
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	61.6
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	61.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	61.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	60.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	60.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	60.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	60.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	60.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	59.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	59.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	59.7
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	59.3
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	58.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	58.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	58.7
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	58.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	57.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	57.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	57.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	57.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	57.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	57.1
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	57.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	56.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	56.2
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	55.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	55.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	55.1
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	55.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	55.0
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	54.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	54.2
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	54.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	54.0
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	54.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	53.6
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	53.5
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	52.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	52.5
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	52.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	51.8
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	51.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	51.6
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	51.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	51.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	50.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	50.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	50.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	49.9
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	49.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	49.4
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	49.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	48.9
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	48.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	48.7
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	48.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	48.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	48.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	48.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	47.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	47.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	47.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	47.6
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	47.5
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	47.5
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	47.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	47.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	47.0
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	46.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	46.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	46.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	46.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	45.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	45.3
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	45.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	45.2
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	45.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	45.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	44.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	44.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	44.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	43.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	43.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	43.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	43.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	43.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	43.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	43.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	43.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	43.1
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	42.8
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	42.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	42.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	42.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	42.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	42.1
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	41.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	41.5
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	41.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	41.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	41.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	41.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	41.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	41.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	41.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	40.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	40.5
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	40.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	40.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	40.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	39.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	39.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	39.5
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	39.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	39.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	38.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	38.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	38.8
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	38.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	38.3
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	38.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	38.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	37.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	37.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	37.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	36.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	36.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	36.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	36.6
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	36.5
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	36.2
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	36.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	36.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	35.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	35.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	34.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	34.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	34.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	34.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	34.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	33.1
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	33.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	31.7
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	31.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	31.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	30.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	30.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	30.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	29.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	29.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	29.2
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	29.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	28.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	28.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	28.8
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	27.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	27.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	27.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	26.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	26.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	26.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	25.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	25.7
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	25.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	25.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	25.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	24.5
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	20.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	20.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	19.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	19.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	17.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	17.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	16.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	16.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	16.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	15.8
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	14.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	8.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	2.0
CPT0078660003	Tumor	1.3
CPT0078800003	Tumor	1.0
CPT0079180003	Tumor	1.0
CPT0088640003	Normal	0.9
CPT0069010001	Normal	0.7
CPT0001230001	Normal	0.7
CPT0069000003	Tumor	0.6
CPT0006440003	Tumor	0.6
CPT0012770003	Normal	0.6
CPT0025610001	Normal	0.5
CPT0007470001	Normal	0.5
CPT0077500001	Normal	0.5
CPT0010170001	Normal	0.5
CPT0079430001	Normal	0.5
CPT0069190001	Normal	0.4
CPT0000790001	Normal	0.4
CPT0012180003	Tumor	0.4
CPT0026410003	Tumor	0.4
CPT0086870003	Tumor	0.4
CPT0077140001	Normal	0.4
CPT0065450001	Normal	0.4
CPT0081620001	Normal	0.4
CPT0078940001	Normal	0.4
CPT0079000001	Normal	0.4
CPT0009060003	Tumor	0.3
CPT0006950001	Normal	0.3
CPT0014350001	Normal	0.3
CPT0089040001	Normal	0.3
CPT0078670001	Normal	0.3
CPT0009080003	Normal	0.3
CPT0024680001	Normal	0.3
CPT0012090003	Normal	0.3
CPT0006530001	Normal	0.3
CPT0019160001	Normal	0.3
CPT0001510001	Normal	0.3
CPT0001550001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0088500001	Normal	0.2
CPT0012640003	Normal	0.2
CPT0089480003	Normal	0.2
CPT0078530001	Normal	0.2
CPT0023360001	Normal	0.2
CPT0009020003	Normal	0.2
CPT0076350001	Normal	0.2
CPT0014370004	Tumor	0.2
CPT0086950003	Tumor	0.2
CPT0092310003	Normal	0.2
CPT0025920001	Normal	0.2
CPT0026420001	Normal	0.2
CPT0020130001	Normal	0.2
CPT0092800003	Normal	0.2
CPT0078840001	Normal	0.2
CPT0069160003	Tumor	0.2
CPT0025050003	Tumor	0.2
CPT0088570001	Normal	0.2
CPT0064400001	Normal	0.2
CPT0082010001	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0014470001	Normal	0.1
CPT0086830003	Normal	0.1
CPT0012570003	Normal	0.1
CPT0063330001	Normal	0.1
CPT0066430001	Normal	0.1
CPT0012900004	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0017450001	Normal	0.1
CPT0086890003	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0001350001	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0088780001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0020020001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0079510001	Normal	0.1
CPT0006730001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0007870001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0014130001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0079300001	Normal	0.0
CPT0023350003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0078990003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0006630003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0077320001	Normal	-0.1
CPT0010120001	Normal	-0.1
CPT0088690003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0011240003	Tumor	-0.2
CPT0084590001	Normal	-0.2
CPT0065750003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0092740003	Normal	-0.2
CPT0000640003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0007860003	Tumor	-0.3
CPT0018250001	Normal	-0.3
CPT0001270001	Normal	-0.3
CPT0012370003	Tumor	-0.3
CPT0010160003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0024670003	Tumor	-0.3
CPT0065810003	Tumor	-0.3
CPT0079480003	Tumor	-0.3
CPT0001500009	Tumor	-0.4
CPT0025350003	Tumor	-0.4
CPT0001540009	Tumor	-0.4
CPT0012550003	Tumor	-0.4
CPT0088550004	Tumor	-0.4
CPT0012280003	Tumor	-0.4
CPT0011410003	Tumor	-0.4
CPT0025230003	Tumor	-0.4
CPT0000870016	Tumor	-0.4
CPT0063320003	Tumor	-0.4
CPT0017410003	Tumor	-0.4
CPT0066480003	Tumor	-0.4
CPT0021240003	Tumor	-0.4
CPT0064370003	Tumor	-0.4
CPT0088920001	Normal	-0.4
CPT0019990003	Tumor	-0.4
CPT0089020003	Tumor	-0.4
CPT0086030003	Tumor	-0.4
CPT0071150004	Tumor	-0.5
CPT0065930003	Tumor	-0.5
CPT0023690003	Tumor	-0.5
CPT0007320003	Tumor	-0.5
CPT0066470004	Tumor	-0.5
CPT0025880003	Tumor	-0.5
CPT0015730003	Tumor	-0.5
CPT0079270003	Tumor	-0.5
CPT0014160003	Tumor	-0.5
CPT0065430003	Tumor	-0.5
CPT0092790003	Tumor	-0.5
CPT0088900003	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0025110003	Tumor	-0.5
CPT0015910003	Tumor	-0.5
CPT0084560003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0078930003	Tumor	-0.5
CPT0012080003	Tumor	-0.6
CPT0086820003	Tumor	-0.6
CPT0086360003	Tumor	-0.6
CPT0077110003	Tumor	-0.6
CPT0079410003	Tumor	-0.6
CPT0088760003	Tumor	-0.6
CPT0063630003	Tumor	-0.6
CPT0075560003	Tumor	-0.6
CPT0092730003	Tumor	-0.6
CPT0006900003	Tumor	-0.6
CPT0019130003	Tumor	-0.6
CPT0092190003	Normal	-0.6
CPT0079380003	Tumor	-0.7
CPT0002350011	Tumor	-0.7
CPT0079230003	Tumor	-0.7
CPT0081990003	Tumor	-0.7
CPT0078830003	Tumor	-0.7
CPT0088970003	Tumor	-0.8
CPT0025580004	Tumor	-0.8
CPT0065870003	Tumor	-0.8
CPT0092160003	Tumor	-0.8
CPT0001220008	Tumor	-0.8
CPT0088480003	Tumor	-0.8
CPT0015810003	Tumor	-0.8
CPT0025290003	Tumor	-0.8
CPT0001340003	Tumor	-0.9
CPT0017850003	Tumor	-0.9
CPT0025170003	Tumor	-0.9
CPT0001180009	Tumor	-1.0
CPT0065690003	Tumor	-1.1
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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 HPA054091
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