Expression of RABGGTB 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

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.08

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

27.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	87.7
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	57.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	44.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	44.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	43.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	42.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	42.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	41.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	40.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	40.5
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	40.1
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	36.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	36.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	35.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	33.2
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	33.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	32.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	32.6
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	30.8
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	30.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	29.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	29.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	28.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	27.8
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	27.8
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	27.3
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	27.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	26.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	26.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	25.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	25.1
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	24.9
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	24.6
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	24.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	23.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	23.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	23.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	23.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	23.1
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	23.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	22.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	22.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	22.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	21.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	21.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	21.4
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	20.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	20.5
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	20.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	19.6
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	19.5
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	19.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	19.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	16.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	16.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	15.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	15.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	12.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	10.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	10.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	8.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	8.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 47.61

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

48.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	142.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	136.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	129.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	116.7
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	114.2
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	111.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	103.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	102.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	100.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	97.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	97.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	92.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	91.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	91.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	89.3
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	88.8
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	86.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	86.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	86.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	85.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	84.4
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	83.9
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	83.4
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	83.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	82.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	81.4
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	80.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	80.3
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	79.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	78.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	78.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	78.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	77.4
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	76.8
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	76.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	76.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	76.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	76.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	75.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	75.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	75.2
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	75.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	75.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	74.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	74.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	74.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	74.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	74.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	73.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	73.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	73.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	73.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	73.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	73.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	73.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	72.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	72.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	72.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	71.9
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	71.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	71.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	71.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	70.9
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	70.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	70.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	69.9
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	69.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	69.2
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	69.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	69.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	69.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	68.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	68.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	68.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	68.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	68.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	68.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	68.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	68.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	68.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	67.8
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	67.3
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	67.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	67.1
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	66.8
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	66.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	66.7
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	66.7
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	66.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	66.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	66.6
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	66.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	66.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	66.3
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	66.3
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	66.3
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	66.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	66.0
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	65.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	65.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	65.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	65.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	65.2
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	65.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	65.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	64.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	64.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	64.4
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	64.2
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	64.1
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	64.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	63.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	63.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	63.8
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	63.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	63.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	63.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	63.3
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	63.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	63.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	63.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	62.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	62.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	62.6
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	61.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	61.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	61.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	61.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	61.5
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	61.5
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	61.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	61.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	61.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	61.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	61.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	61.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	61.1
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	60.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	60.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	60.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	60.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	60.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	60.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	60.2
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	60.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	60.0
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	59.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	59.6
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	59.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	59.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	59.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	59.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	59.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	59.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	59.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	58.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	58.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	58.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	58.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	58.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	58.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	58.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	57.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	57.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	57.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	57.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	57.5
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	57.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	57.3
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	57.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	57.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	57.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	56.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	56.4
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	56.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	56.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	56.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	56.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	56.0
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	56.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	55.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	55.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	55.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	55.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	54.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	54.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	54.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	54.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	54.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	54.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	54.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	54.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	53.9
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	53.8
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	53.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	53.8
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	53.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	53.3
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	53.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	52.7
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	52.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	52.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	52.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	52.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	52.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	52.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	51.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	51.5
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	51.4
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	51.1
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	51.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	51.0
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	50.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	50.6
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	50.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	50.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	50.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	50.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	50.1
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	50.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	49.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	49.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	49.6
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	49.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	49.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	49.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	49.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	49.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	49.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	49.0
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	49.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	49.0
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	49.0
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	48.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	48.8
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	48.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	48.6
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	48.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	48.4
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	48.2
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	47.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	47.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	47.7
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	47.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	47.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	47.5
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	47.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	47.4
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	47.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	47.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	47.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	47.0
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	46.8
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	46.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	46.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	46.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	46.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	46.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	46.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	46.4
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	46.3
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	46.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	46.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	46.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	46.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	45.9
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	45.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	45.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	45.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	45.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	45.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	45.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	45.3
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	45.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	45.1
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	45.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	44.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	44.8
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	44.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	44.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	44.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	44.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	44.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	44.1
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	43.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	43.8
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	43.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	43.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	43.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	43.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	43.1
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	43.1
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	42.7
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	42.6
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	42.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	42.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	42.3
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	42.3
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	42.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	42.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	42.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	41.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	41.8
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	41.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	41.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	41.6
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	41.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	41.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	41.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	41.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	41.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	41.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	41.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	41.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	41.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	40.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	40.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	40.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	40.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	40.5
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	40.2
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	40.2
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	40.1
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	39.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	39.7
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	39.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	39.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	39.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	39.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	39.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	39.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	39.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	39.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	38.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	38.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	38.7
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	38.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	38.5
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	38.2
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	38.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	38.0
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	37.8
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	37.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	37.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	37.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	37.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	37.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	37.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	37.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	37.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	37.1
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	37.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	37.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	36.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	36.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	36.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	36.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	36.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	36.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	36.0
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	35.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	35.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	35.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	35.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	35.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	35.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	35.1
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	34.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	34.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	34.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	34.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	34.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	34.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	34.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	34.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	34.1
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	34.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	34.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	34.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	34.0
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	34.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	34.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	34.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	33.9
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	33.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	33.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	33.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	33.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	33.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	33.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	33.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	33.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	33.4
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	33.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	33.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	33.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	33.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	33.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	32.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	32.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	32.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	32.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	32.2
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	32.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	31.4
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	31.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	31.3
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	31.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	31.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	31.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	30.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	30.3
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	30.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	30.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	30.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	30.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	30.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	29.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	29.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	29.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	29.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	29.2
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.0
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	28.9
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	28.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	28.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	28.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	28.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	28.3
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	28.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	28.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	28.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	28.2
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	28.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	28.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	27.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	27.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	27.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	27.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	27.7
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	27.6
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	27.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	27.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	27.1
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	27.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	26.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	26.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	26.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	26.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	26.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	26.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	26.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	26.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	25.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	25.8
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	25.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	25.6
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	25.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	25.4
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	25.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	25.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	25.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	25.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	25.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	25.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	25.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	24.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	24.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	24.1
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	23.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	23.8
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	23.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	23.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	22.6
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	22.5
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	22.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	21.9
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	21.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	21.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	21.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	21.2
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	21.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	21.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	20.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	20.8
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	20.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	20.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	19.9
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	19.8
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	19.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	19.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	19.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	19.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	19.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	19.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	18.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	18.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	18.4
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	18.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	17.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	17.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	17.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	17.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	17.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	16.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	15.9
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	15.7
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	15.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	14.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	14.1
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	13.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	13.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	12.8
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	12.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	11.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	10.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	9.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	8.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 79.97

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

63.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	114.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	113.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	113.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	106.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	104.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	100.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	99.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	98.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	95.6
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	91.7
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	89.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	89.3
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	87.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	87.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	85.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	83.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	82.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	82.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	82.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	82.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	82.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	80.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	80.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	79.4
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	79.2
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	78.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	78.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	73.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	71.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	71.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	71.1
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	70.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	70.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	68.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	68.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	68.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	68.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	67.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	67.3
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	67.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	66.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	64.6
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	64.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	64.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	64.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	63.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	63.0
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	63.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	62.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	61.5
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	60.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	60.4
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	60.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	60.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	59.9
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	58.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	58.3
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	58.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	56.6
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	55.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	54.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	54.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	54.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	54.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	54.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	53.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	52.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	51.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	51.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	50.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	49.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	49.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	48.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	48.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	48.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	47.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	47.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	47.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	46.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	46.3
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	45.8
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.4
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	44.4
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	43.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	43.3
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	43.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	42.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	41.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	41.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	41.1
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	40.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	39.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	39.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	39.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	38.1
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	37.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	35.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	34.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	33.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	22.4
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.91

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

27.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	87.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	83.9
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	82.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	67.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	66.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	63.3
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	62.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	61.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	58.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	57.4
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	56.6
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	55.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	55.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	55.6
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	55.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	54.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	52.9
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	50.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	50.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	50.3
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	49.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	49.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	49.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	48.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	48.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	47.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	47.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	46.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	46.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	46.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	45.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	45.6
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	44.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	43.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	43.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	43.4
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	42.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	42.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	42.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	42.4
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	42.3
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	41.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	41.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	41.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	38.4
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	37.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	36.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	36.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	36.0
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	35.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	35.4
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	35.0
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	34.7
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	34.4
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	34.2
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	34.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	34.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	33.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	33.7
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	33.6
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	33.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	33.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	33.3
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	33.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	33.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	33.1
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	33.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	32.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	32.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	32.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	32.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	32.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	32.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	32.0
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	31.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	31.8
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	31.8
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	31.5
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	31.3
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	31.3
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	31.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	31.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	30.8
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	30.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	30.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	30.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	30.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	30.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	30.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	30.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	30.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	30.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	29.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	29.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	29.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	29.3
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	29.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	29.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	29.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	29.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	29.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	29.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	28.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	28.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	28.4
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	28.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	28.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	28.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	28.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	28.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	28.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	28.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	28.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	28.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	28.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	27.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	27.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	27.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	27.7
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	27.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	27.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	27.4
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	27.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	27.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	27.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.2
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	27.0
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	26.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	26.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	26.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	26.6
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	26.6
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	26.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	26.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	26.2
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	26.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	26.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	26.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	26.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	26.1
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	26.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	25.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	25.8
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	25.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	25.5
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	25.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	24.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	24.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	24.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	24.6
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	24.6
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	24.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	24.3
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	24.3
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	24.2
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	23.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	23.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	23.9
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	23.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	23.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	23.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	23.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	23.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	23.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	23.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	23.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	23.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	23.2
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	23.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	23.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	23.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	23.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	22.9
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	22.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	22.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	22.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	22.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	22.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	22.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	22.3
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	22.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	22.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	21.9
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	21.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	21.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	21.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	21.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	21.1
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	21.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.9
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	20.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	20.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	20.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	20.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	20.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	20.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	20.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	19.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	19.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	19.8
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	19.7
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	19.7
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	19.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	19.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	19.4
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	19.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	19.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	18.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	18.7
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	18.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	18.7
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	18.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	18.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	18.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	18.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	18.3
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	18.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	17.9
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	17.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	17.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	17.6
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	17.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	17.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	17.3
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	17.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	17.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	16.9
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	16.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	16.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	16.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	16.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	16.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	16.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	16.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	16.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	16.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.2
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	16.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	15.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	15.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	14.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	14.6
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	14.4
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	13.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	13.6
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	13.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	13.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	13.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	12.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	12.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	12.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	12.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	11.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	11.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	11.6
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	11.4
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	11.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	10.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	10.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	10.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	9.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	7.5
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	7.2
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	6.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.0
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0001540009	Tumor	0.6
CPT0021240003	Tumor	0.5
CPT0079410003	Tumor	0.5
CPT0012550003	Tumor	0.5
CPT0078990003	Tumor	0.5
CPT0023350003	Tumor	0.5
CPT0000640003	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0086820003	Tumor	0.5
CPT0012280003	Tumor	0.4
CPT0079480003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0006440003	Tumor	0.4
CPT0010110003	Tumor	0.4
CPT0000870016	Tumor	0.4
CPT0069160003	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0079180003	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0025880003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0015730003	Tumor	0.3
CPT0025050003	Tumor	0.3
CPT0026420001	Normal	0.3
CPT0079430001	Normal	0.3
CPT0081880003	Tumor	0.3
CPT0089020003	Tumor	0.2
CPT0065430003	Tumor	0.2
CPT0088970003	Tumor	0.2
CPT0065450001	Normal	0.2
CPT0007320003	Tumor	0.2
CPT0012370003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0024670003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0064370003	Tumor	0.2
CPT0071150004	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0076350001	Normal	0.2
CPT0088550004	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0078660003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0000790001	Normal	0.2
CPT0065930003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0078510003	Tumor	0.2
CPT0001500009	Tumor	0.2
CPT0012570003	Normal	0.1
CPT0092290003	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0066480003	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0086870003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0025350003	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0063630003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0078940001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0013790003	Normal	0.1
CPT0092740003	Normal	0.1
CPT0007870001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0012900004	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0014160003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0066430001	Normal	0.1
CPT0079000001	Normal	0.1
CPT0086950003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0087050003	Normal	0.1
CPT0025610001	Normal	0.1
CPT0010160003	Tumor	0.0
CPT0002270011	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0088640003	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0078670001	Normal	0.0
CPT0079510001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0078840001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0025920001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0023710001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0084560003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0069010001	Normal	0.0
CPT0066520001	Normal	0.0
CPT0000890001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0085670003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0020020001	Normal	0.0
CPT0086030003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0086370003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0024680001	Normal	0.0
CPT0075130003	Tumor	0.0
CPT0075570001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0078930003	Tumor	0.0
CPT0018250001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0009020003	Normal	0.0
CPT0002370001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0092790003	Tumor	-0.1
CPT0075720003	Tumor	-0.1
CPT0007860003	Tumor	-0.1
CPT0079230003	Tumor	-0.1
CPT0001550001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0086360003	Tumor	-0.1
CPT0023360001	Normal	-0.1
CPT0065750003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0065820001	Normal	-0.1
CPT0065870003	Tumor	-0.1
CPT0077310003	Tumor	-0.1
CPT0025060001	Normal	-0.1
CPT0025290003	Tumor	-0.1
CPT0001190001	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0000660001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0075560003	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0088630003	Tumor	-0.1
CPT0001230001	Normal	-0.1
CPT0066470004	Tumor	-0.2
CPT0015910003	Tumor	-0.2
CPT0011410003	Tumor	-0.2
CPT0092730003	Tumor	-0.2
CPT0089460004	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0014130001	Normal	-0.2
CPT0065690003	Tumor	-0.2
CPT0088570001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0012180003	Tumor	-0.2
CPT0088760003	Tumor	-0.2
CPT0078530001	Normal	-0.3
CPT0092190003	Normal	-0.3
CPT0014470001	Normal	-0.3
CPT0010120001	Normal	-0.3
CPT0012290003	Normal	-0.3
CPT0025170003	Tumor	-0.3
CPT0084590001	Normal	-0.3
CPT0017410003	Tumor	-0.3
CPT0017850003	Tumor	-0.4
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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 HPA026585	Antibody HPA027167
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