Expression of B4GAT1 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

B4GAT1 is potential prognostic, high expression is unfavorable in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.49

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

17.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	61.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	38.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	36.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	33.5
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	31.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	27.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	26.3
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	23.8
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	23.7
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	23.0
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	23.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	21.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	21.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	21.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	21.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	21.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	21.0
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	21.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	20.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	19.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	19.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	19.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	19.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	19.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	18.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	18.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	18.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	18.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	17.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	17.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	16.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	16.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	16.5
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	15.4
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	14.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	14.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	14.3
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	14.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	13.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	12.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	12.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	11.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	11.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	11.4
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	11.2
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	11.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	10.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	9.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	8.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	7.9
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	7.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	6.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.0
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	4.2
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

B4GAT1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.57

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

36.4

Number of samples

521

Samples

Sample	Description	TPM
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	93.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	83.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	83.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	82.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	81.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	79.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	74.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	72.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	72.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	71.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	71.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	70.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	69.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	69.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	69.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	68.8
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	68.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	66.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	65.5
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	64.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	64.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	64.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	64.0
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	63.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	63.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	62.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	61.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	61.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	61.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	61.0
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	60.8
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	59.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	59.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	59.7
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	59.6
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	59.5
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	59.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	59.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	59.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	59.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	58.8
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	58.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	58.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	58.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	58.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	57.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	57.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	57.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	57.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	56.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	56.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	56.6
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	56.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	56.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	56.3
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	56.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	56.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	56.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	55.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	55.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	55.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	55.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	55.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	55.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	54.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	54.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	54.7
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	54.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	54.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	54.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	54.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	54.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	53.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	53.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	53.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	53.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	52.6
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	52.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	52.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	52.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	52.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	52.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	52.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	52.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	51.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	51.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	51.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	51.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	51.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	51.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	51.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	50.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	50.8
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	50.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	50.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	50.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	50.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	49.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	49.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	49.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	49.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	48.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	48.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	48.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	48.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	48.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	48.5
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	48.5
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	48.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	48.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	48.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	47.9
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	47.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	47.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	47.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	47.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	46.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	46.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	46.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	46.7
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	46.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	46.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	46.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	46.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	46.5
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	46.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	46.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	46.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	46.1
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	46.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	46.0
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	46.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	45.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	45.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	45.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	45.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	45.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	45.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	45.4
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	45.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	45.1
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	45.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	45.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	44.7
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	44.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	44.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	44.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	44.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	44.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	44.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	44.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	44.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	44.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	44.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	44.3
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	44.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	44.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	44.2
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	44.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	44.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	44.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	44.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	44.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	43.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	43.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	43.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	43.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	43.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	43.4
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	43.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	43.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	43.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	43.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	42.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	42.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	42.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	42.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	42.7
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	42.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	42.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	42.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	42.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	42.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	42.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	42.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	42.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	42.5
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	42.4
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	42.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	42.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	41.9
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	41.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	41.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	41.8
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	41.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	41.6
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	41.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	41.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	41.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	41.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	41.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	41.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	41.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	40.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	40.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	40.8
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	40.7
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	40.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	40.3
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	40.3
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	40.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	40.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	40.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	40.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	39.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	39.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	39.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	39.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	39.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	39.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	39.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	39.4
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	39.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	39.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	38.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	38.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	38.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	38.6
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	38.4
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	38.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	38.4
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	38.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	38.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	38.2
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	38.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	38.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	37.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	37.8
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	37.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	37.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	37.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	37.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	37.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	37.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	37.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	36.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	36.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	36.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	36.5
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	36.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	36.5
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	36.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	36.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	36.3
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	36.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	36.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	35.9
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	35.8
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	35.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	35.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	35.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	35.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	35.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	35.3
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	35.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	35.1
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	34.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	34.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	34.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	34.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	34.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	34.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	34.5
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	34.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	34.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	34.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	34.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	34.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	34.3
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	34.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	34.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	34.2
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	34.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	34.0
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	34.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	34.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	33.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	33.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	33.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	33.5
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	33.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	33.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	33.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	33.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	33.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	32.9
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	32.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	32.9
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	32.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	32.7
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	32.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	32.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	32.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	32.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	32.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	32.5
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	32.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	32.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.3
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	32.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	32.2
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	32.1
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	32.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	32.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	32.0
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	31.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	31.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	31.8
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	31.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	31.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	31.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	31.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	31.5
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	31.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	31.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	31.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	31.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	31.0
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	30.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	30.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	30.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	30.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	30.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	30.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	30.3
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	30.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	29.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	29.9
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	29.9
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	29.8
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	29.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	29.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	29.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	29.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	29.0
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	28.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	28.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	28.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	28.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.6
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	28.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	28.5
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	28.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	28.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	28.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	28.2
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	28.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	28.1
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	28.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	27.8
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	27.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	27.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	27.5
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	27.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	27.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	27.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	27.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	26.9
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	26.9
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	26.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	26.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	26.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	26.6
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	26.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	26.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	26.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	26.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	26.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	26.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	25.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	25.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	25.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	25.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	25.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	25.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	25.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	25.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	25.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	25.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	25.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	25.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	25.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	25.1
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	25.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	24.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	24.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	24.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	24.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	24.5
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	24.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	24.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	24.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	24.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.8
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	23.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.7
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	23.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	23.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	23.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	23.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	23.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	22.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	22.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	22.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	22.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	22.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	22.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	22.2
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	22.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	21.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	21.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	21.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	21.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	21.5
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	21.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	21.2
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	21.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	20.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	20.5
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	20.4
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	19.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	19.6
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	19.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	18.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	18.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	18.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	18.7
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	18.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	18.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	18.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	18.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	18.0
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	17.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	17.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	17.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	17.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	17.5
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	17.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	17.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	17.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	17.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	16.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	16.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	16.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	16.8
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	16.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	16.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	16.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	16.1
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	16.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	15.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	15.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	15.4
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	15.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	15.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	14.8
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	14.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	14.5
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	14.4
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	14.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	14.0
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	13.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	13.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	13.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	13.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	13.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	13.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	13.3
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	13.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	12.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	12.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	11.9
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	11.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	11.6
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	11.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	11.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.0
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	11.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	10.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	10.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	10.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	9.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	9.4
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	9.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	8.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	8.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	8.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	7.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	7.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.5
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	3.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

B4GAT1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.09

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

38.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	71.7
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	63.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	63.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	62.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	61.7
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	60.6
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	59.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	59.7
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	58.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	58.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	57.1
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	56.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	55.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	54.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	53.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	52.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	51.7
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	51.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	51.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	50.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	50.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	49.5
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	49.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	48.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	48.4
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	47.0
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	46.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	46.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	45.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	45.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	44.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	44.6
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	44.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	43.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	42.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	42.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	42.2
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	42.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	42.1
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	40.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	40.8
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	40.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	40.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	39.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	39.5
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	39.4
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	39.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	38.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	38.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	38.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	38.4
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	38.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	38.2
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	38.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	37.9
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	37.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	37.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	36.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	36.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	36.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	35.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	35.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	34.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	34.5
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	34.5
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	32.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	32.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	32.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	30.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	30.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	30.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	30.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	30.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	29.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	28.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	28.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	27.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	27.3
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.1
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	25.7
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	24.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	24.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	24.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	23.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	22.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	22.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	22.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	21.0
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	20.8
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	19.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	18.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	18.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	17.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	15.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	11.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.9
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	9.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

B4GAT1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.7

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

27.1

Number of samples

282

Samples

Sample	Description	TPM
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	107.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	81.3
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	73.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	71.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	67.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	60.4
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	57.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	57.2
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	56.5
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	55.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	54.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	53.0
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	51.0
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	50.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	50.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	50.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	48.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	47.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	47.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	47.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	46.4
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	46.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	45.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	45.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	45.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	45.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	44.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	44.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	44.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	43.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	43.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	43.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	43.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	42.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	42.5
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	42.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	42.0
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	41.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	41.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	41.0
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	40.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	40.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	40.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	39.5
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	38.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	38.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	38.5
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	38.4
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	38.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	38.1
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	38.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	37.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	37.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	37.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	36.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	36.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	36.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	35.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	34.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	34.9
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	34.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	34.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	34.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	33.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	33.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	33.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	32.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	32.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	32.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	32.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	32.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	32.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	32.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	32.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	31.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	31.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	31.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	31.3
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	31.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	31.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	31.1
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	30.9
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	30.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	30.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	30.6
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.6
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	30.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	30.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	30.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	30.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	30.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	30.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	29.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	29.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	29.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	29.7
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	29.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	29.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	29.3
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	29.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	29.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	29.1
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	28.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	28.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	28.2
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	27.9
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	27.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	27.8
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	27.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	27.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	27.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	27.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	27.1
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	27.1
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	27.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	26.9
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	26.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	26.8
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	26.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	26.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	26.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	26.1
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	26.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	26.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	25.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	25.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	25.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	25.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	25.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	25.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	25.8
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	25.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	25.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	25.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	25.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	25.0
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	25.0
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	25.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	24.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	24.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	24.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	24.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	24.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	24.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	24.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	24.3
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	24.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	24.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	23.7
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	23.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	23.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	23.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	23.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	23.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	23.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	23.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	22.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	22.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	22.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	22.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	22.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	21.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	21.8
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	21.6
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.4
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	21.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	21.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	21.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	21.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	21.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	21.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	21.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	21.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	21.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	21.1
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	20.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	20.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	20.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	20.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	20.6
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	20.5
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	20.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	20.2
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	20.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	20.1
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	20.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	19.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	19.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	19.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	19.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	19.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	19.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	19.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	19.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	19.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	19.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	19.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	19.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	19.0
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	18.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	18.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	18.7
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	18.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	18.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	18.3
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	18.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	18.2
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	17.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	17.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	17.4
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	17.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	17.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	17.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	17.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	17.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	16.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.9
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	16.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	16.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	16.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.4
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	16.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	16.2
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	16.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	15.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	15.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	15.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	15.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	15.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	15.2
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	15.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	14.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	14.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	14.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.4
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	13.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	13.2
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	13.2
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	12.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	12.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	12.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	12.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	12.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	12.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	11.8
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	11.3
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	11.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	11.1
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	11.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	10.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	10.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	9.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	9.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	8.8
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	8.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	8.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	7.9
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0076330003	Tumor	2.0
CPT0078930003	Tumor	1.1
CPT0006950001	Normal	0.9
CPT0025110003	Tumor	0.7
CPT0089460004	Tumor	0.6
CPT0065930003	Tumor	0.6
CPT0081880003	Tumor	0.6
CPT0026420001	Normal	0.6
CPT0066430001	Normal	0.6
CPT0010160003	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0077110003	Tumor	0.4
CPT0065450001	Normal	0.4
CPT0000790001	Normal	0.4
CPT0079270003	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0001220008	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0001510001	Normal	0.3
CPT0007860003	Tumor	0.3
CPT0014350001	Normal	0.3
CPT0025880003	Tumor	0.3
CPT0092800003	Normal	0.3
CPT0089040001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0001500009	Tumor	0.3
CPT0078830003	Tumor	0.2
CPT0065690003	Tumor	0.2
CPT0023690003	Tumor	0.2
CPT0088500001	Normal	0.2
CPT0009000003	Tumor	0.2
CPT0081600003	Tumor	0.2
CPT0078530001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0023710001	Normal	0.2
CPT0078840001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0025580004	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0014450004	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0092160003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0088710001	Normal	0.2
CPT0000870016	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0025060001	Normal	0.2
CPT0006530001	Normal	0.2
CPT0077310003	Tumor	0.2
CPT0088690003	Tumor	0.2
CPT0014160003	Tumor	0.1
CPT0000890001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0065750003	Tumor	0.1
CPT0086950003	Tumor	0.1
CPT0079480003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0020020001	Normal	0.1
CPT0065820001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0002350011	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0078800003	Tumor	0.0
CPT0069000003	Tumor	0.0
CPT0025050003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0006730001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0015730003	Tumor	0.0
CPT0092310003	Normal	0.0
CPT0001350001	Normal	0.0
CPT0069190001	Normal	0.0
CPT0088760003	Tumor	0.0
CPT0075720003	Tumor	0.0
CPT0014370004	Tumor	0.0
CPT0077490003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0009080003	Normal	0.0
CPT0014130001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0077500001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0088570001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0012080003	Tumor	0.0
CPT0000660001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0088640003	Normal	-0.1
CPT0002270011	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0084560003	Tumor	-0.1
CPT0086030003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0026410003	Tumor	-0.1
CPT0025170003	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0017450001	Normal	-0.1
CPT0092290003	Tumor	-0.1
CPT0015910003	Tumor	-0.1
CPT0063640001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0007870001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0001260009	Tumor	-0.1
CPT0020130001	Normal	-0.1
CPT0069010001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0081990003	Tumor	-0.1
CPT0012280003	Tumor	-0.1
CPT0019160001	Normal	-0.2
CPT0012640003	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0088900003	Tumor	-0.2
CPT0012180003	Tumor	-0.2
CPT0086830003	Normal	-0.2
CPT0078510003	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0001230001	Normal	-0.2
CPT0066480003	Tumor	-0.2
CPT0092190003	Normal	-0.2
CPT0020120003	Tumor	-0.2
CPT0075560003	Tumor	-0.2
CPT0012090003	Normal	-0.2
CPT0012570003	Normal	-0.2
CPT0019990003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0075170001	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0012290003	Normal	-0.2
CPT0001540009	Tumor	-0.3
CPT0010110003	Tumor	-0.3
CPT0079300001	Normal	-0.3
CPT0077320001	Normal	-0.3
CPT0086820003	Tumor	-0.3
CPT0023350003	Tumor	-0.3
CPT0069160003	Tumor	-0.3
CPT0018250001	Normal	-0.3
CPT0079380003	Tumor	-0.3
CPT0015810003	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0065870003	Tumor	-0.3
CPT0001270001	Normal	-0.3
CPT0084590001	Normal	-0.3
CPT0088970003	Tumor	-0.4
CPT0079230003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0001180009	Tumor	-0.4
CPT0019130003	Tumor	-0.4
CPT0065430003	Tumor	-0.4
CPT0079510001	Normal	-0.4
CPT0000780007	Tumor	-0.4
CPT0078990003	Tumor	-0.4
CPT0011240003	Tumor	-0.5
CPT0092790003	Tumor	-0.5
CPT0066470004	Tumor	-0.5
CPT0088550004	Tumor	-0.5
CPT0001340003	Tumor	-0.5
CPT0079180003	Tumor	-0.5
CPT0079410003	Tumor	-0.5
CPT0017850003	Tumor	-0.5
CPT0086360003	Tumor	-0.6
CPT0086870003	Tumor	-0.6
CPT0078660003	Tumor	-0.7
CPT0017410003	Tumor	-0.8
CPT0009060003	Tumor	-0.9
CPT0088480003	Tumor	-0.9
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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 HPA015484
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