Expression of RABGAP1 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

RABGAP1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 14.12

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

14.3

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	34.9
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	29.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	27.3
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	26.7
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	25.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	24.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	24.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	23.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	23.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	23.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	22.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	21.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	20.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	19.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	18.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	17.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	17.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	17.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	16.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	16.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	16.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.3
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	16.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	15.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	14.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	14.1
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	12.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	12.6
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	12.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	12.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	12.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	12.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	12.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	11.7
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	11.6
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	11.1
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	11.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	11.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	10.4
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	10.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	9.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	9.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	9.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	9.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.7
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	8.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	8.1
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	7.8
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.5
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	7.2
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RABGAP1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 19.46

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

14.7

Number of samples

521

Samples

Sample	Description	TPM
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	37.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	35.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	34.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	34.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	33.8
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	32.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	31.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	31.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	31.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	30.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	30.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	29.7
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	29.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	29.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	29.3
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	29.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	29.0
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	28.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	28.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	28.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	28.2
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	27.8
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	27.7
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	27.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	27.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	27.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	27.4
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	27.4
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	27.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.0
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	26.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	26.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	26.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	26.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	25.9
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	25.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	25.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	25.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	25.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	25.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	24.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	24.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.3
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	24.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	24.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	24.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	23.9
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	23.8
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	23.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	23.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	23.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	23.3
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	23.3
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	23.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	23.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	23.0
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	23.0
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	22.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	22.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	22.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	22.7
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	22.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	22.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	22.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	22.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	22.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	22.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	22.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	22.3
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	22.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	22.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	22.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	22.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	22.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	21.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	21.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	21.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	21.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	21.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	21.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	21.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	21.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	21.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	21.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	21.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	20.9
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	20.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	20.9
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	20.8
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	20.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	20.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	20.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	20.7
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	20.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	20.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	20.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	20.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	20.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	20.2
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	20.1
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	19.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	19.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	19.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	19.9
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	19.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	19.9
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	19.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	19.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	19.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	19.8
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	19.8
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	19.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	19.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	19.6
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	19.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	19.6
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	19.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	19.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	19.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	19.3
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	19.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	19.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	19.0
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	19.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	18.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	18.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	18.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	18.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	18.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.8
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	18.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	18.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	18.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	18.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	18.5
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	18.5
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	18.5
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	18.4
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	18.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	18.3
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	18.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	18.2
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	18.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	18.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	18.1
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	18.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	18.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	18.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	18.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	18.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	18.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	17.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	17.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.8
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	17.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	17.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	17.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	17.7
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	17.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	17.6
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	17.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	17.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	17.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	17.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.3
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	17.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.3
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	17.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.1
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	17.0
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.0
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	17.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	17.0
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	16.8
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	16.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	16.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	16.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	16.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	16.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.5
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	16.4
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	16.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	16.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	16.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	16.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	16.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	16.2
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	16.2
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	16.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	16.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	15.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	15.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	15.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	15.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	15.6
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	15.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	15.5
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	15.4
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	15.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	15.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	15.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	15.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	15.1
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	15.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	15.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	15.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	15.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	15.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	15.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	15.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	15.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	14.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	14.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	14.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	14.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	14.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.6
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	14.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	14.6
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	14.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	14.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	14.3
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	14.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	14.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.2
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	14.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	14.2
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	14.2
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	14.2
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	14.0
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	14.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	14.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	14.0
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	13.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	13.9
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	13.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	13.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	13.8
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	13.8
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	13.8
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	13.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	13.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	13.6
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	13.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	13.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	13.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	13.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	13.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	13.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	13.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.3
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	13.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	13.3
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	13.3
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	13.3
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	13.2
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	13.2
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	13.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	13.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	13.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	13.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	13.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	13.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	13.0
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	12.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	12.9
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	12.9
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	12.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	12.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	12.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	12.8
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	12.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	12.8
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	12.7
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	12.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	12.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.7
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	12.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	12.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	12.6
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	12.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	12.6
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.6
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	12.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.5
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.4
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	12.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	12.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	12.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	12.2
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	12.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	12.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	12.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.1
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	12.1
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	12.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	12.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	12.0
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	12.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	12.0
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	11.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	11.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	11.8
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	11.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	11.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	11.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	11.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	11.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	11.6
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	11.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	11.5
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	11.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	11.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	11.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	11.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	11.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	11.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	11.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	11.2
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.1
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	11.1
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	11.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	10.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.9
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	10.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	10.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	10.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	10.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	10.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.7
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	10.6
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	10.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	10.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	10.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	10.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.5
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	10.4
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	10.4
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	10.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	10.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	10.2
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	10.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	10.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	10.0
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	10.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	10.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	10.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	10.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	9.8
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	9.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.6
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	9.6
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	9.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	9.5
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	9.4
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	9.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	9.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	9.3
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	9.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	9.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	9.3
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	9.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	9.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	9.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	9.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	8.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	8.8
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	8.7
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	8.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	8.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	8.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	8.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	8.4
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	8.3
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.3
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	8.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	8.3
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	8.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	8.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.0
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	8.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	8.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	8.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	8.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.9
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	7.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	7.8
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	7.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	7.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	7.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	7.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	7.4
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	7.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	7.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	7.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	6.9
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	6.8
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	6.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.7
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	6.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	6.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	6.7
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	6.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	6.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	6.4
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	6.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	6.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.2
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	6.0
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	6.0
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.6
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.6
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.5
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	5.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	5.1
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	5.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.0
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	5.0
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.9
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	4.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	4.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.8
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	4.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	4.7
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	4.6
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.5
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.4
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	4.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	4.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	4.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	3.5
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	2.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.8
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	2.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.4
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	2.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RABGAP1 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.69

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	42.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	42.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	33.3
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	32.9
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	32.2
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	32.1
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	32.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	31.2
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	30.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	30.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	30.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	28.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	28.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	27.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	27.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	27.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	26.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	26.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	26.0
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	25.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	25.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	24.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	24.4
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	24.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	23.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	23.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	23.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	22.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	22.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	22.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	21.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	21.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	20.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	20.4
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	20.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	20.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	19.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	19.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	19.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	19.1
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	19.0
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	18.8
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	18.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	18.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	18.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	18.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	18.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	18.0
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	17.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	17.3
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	16.9
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	16.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.4
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	16.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	16.0
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	16.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	15.9
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	15.1
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	14.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	14.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.4
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	14.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	13.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	13.5
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	13.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.2
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	13.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	12.6
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	12.5
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	12.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	12.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	12.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	11.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	11.6
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	10.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.6
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	10.2
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	10.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	10.0
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	9.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	9.4
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	8.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	7.6
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	6.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	6.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	6.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	5.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	5.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	4.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RABGAP1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.68

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

11.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	39.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	39.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	37.5
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	31.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	31.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	27.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	26.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	26.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	25.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	23.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	23.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	23.0
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	22.7
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	22.7
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	22.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	22.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	21.7
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	21.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	21.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	21.1
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	21.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	21.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	21.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	20.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	20.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	20.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	20.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	19.9
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	19.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	19.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	19.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	19.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	19.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	19.4
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	19.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	19.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	18.6
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	18.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	18.4
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	18.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	17.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	17.7
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	17.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	17.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	17.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	17.0
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	17.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	16.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	16.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	16.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	16.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	16.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.0
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	16.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	15.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	15.8
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	15.8
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	15.8
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.7
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.7
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	15.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	15.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	15.2
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	15.0
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	15.0
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	15.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	14.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	14.8
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	14.8
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	14.6
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	14.6
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	14.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	14.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	14.3
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	14.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	14.2
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	14.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	14.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	14.1
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	13.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.9
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	13.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	13.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	13.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	13.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	13.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	13.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.2
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	13.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	13.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	13.0
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	13.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	13.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	12.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	12.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	12.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	12.5
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	12.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	12.4
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	12.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	12.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	12.4
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	12.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	12.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	12.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	12.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	12.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	12.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	12.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	12.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	12.0
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	12.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.9
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.9
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	11.9
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	11.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	11.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.6
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	11.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	11.4
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	11.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	11.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	11.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	11.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	11.1
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.1
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	11.1
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	11.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	11.0
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	11.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	10.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	10.8
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	10.8
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	10.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	10.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	10.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	10.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.5
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	10.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.3
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	10.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	10.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	10.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	10.0
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	9.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	9.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	9.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	9.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.8
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	9.6
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	9.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	9.5
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	9.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	9.3
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	9.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	9.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.2
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	9.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	9.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	9.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	8.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	8.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.7
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.6
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	8.5
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	8.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	8.3
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	8.3
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	8.3
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	8.2
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	8.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	8.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	8.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	8.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	8.1
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	8.0
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	8.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	7.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	7.8
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.7
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.7
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	7.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	7.7
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	7.6
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.6
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	7.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	7.4
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	7.2
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	7.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	7.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	7.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	7.0
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.9
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	6.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	6.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	6.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.7
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	6.7
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	6.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	6.5
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	6.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	6.5
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	6.5
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	6.1
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	6.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	5.8
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	5.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	5.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	5.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	5.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	5.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	5.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	5.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	5.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	5.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	5.0
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	4.9
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	4.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	4.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	4.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	4.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	4.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	4.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	4.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	4.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	3.8
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	3.8
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	3.5
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	3.3
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	3.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	3.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	2.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	2.4
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	2.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	0.9
CPT0002270011	Tumor	0.5
CPT0092740003	Normal	0.4
CPT0079270003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0012570003	Normal	0.4
CPT0012290003	Normal	0.4
CPT0066430001	Normal	0.4
CPT0079430001	Normal	0.4
CPT0065450001	Normal	0.4
CPT0088970003	Tumor	0.4
CPT0001190001	Normal	0.4
CPT0025060001	Normal	0.4
CPT0076350001	Normal	0.4
CPT0026420001	Normal	0.3
CPT0006950001	Normal	0.3
CPT0078800003	Tumor	0.3
CPT0017450001	Normal	0.3
CPT0086830003	Normal	0.3
CPT0000890001	Normal	0.3
CPT0075570001	Normal	0.3
CPT0000790001	Normal	0.3
CPT0001350001	Normal	0.3
CPT0065820001	Normal	0.3
CPT0092800003	Normal	0.3
CPT0020020001	Normal	0.3
CPT0012770003	Normal	0.3
CPT0063640001	Normal	0.3
CPT0009080003	Normal	0.3
CPT0012090003	Normal	0.3
CPT0086890003	Normal	0.3
CPT0077140001	Normal	0.3
CPT0025350003	Tumor	0.3
CPT0088710001	Normal	0.3
CPT0023710001	Normal	0.3
CPT0088550004	Tumor	0.3
CPT0089480003	Normal	0.3
CPT0006730001	Normal	0.3
CPT0020130001	Normal	0.3
CPT0092310003	Normal	0.3
CPT0088570001	Normal	0.3
CPT0079000001	Normal	0.3
CPT0075170001	Normal	0.3
CPT0078840001	Normal	0.3
CPT0012640003	Normal	0.3
CPT0007870001	Normal	0.3
CPT0063330001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0088500001	Normal	0.3
CPT0088920001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0002370001	Normal	0.3
CPT0088780001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0000660001	Normal	0.2
CPT0012920003	Normal	0.2
CPT0019160001	Normal	0.2
CPT0086970003	Normal	0.2
CPT0064400001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0001510001	Normal	0.2
CPT0006530001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0001270001	Normal	0.2
CPT0025110003	Tumor	0.2
CPT0085670003	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0015730003	Tumor	0.2
CPT0081620001	Normal	0.2
CPT0001550001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0082010001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0069010001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0025920001	Normal	0.2
CPT0013790003	Normal	0.2
CPT0069000003	Tumor	0.2
CPT0001230001	Normal	0.2
CPT0088640003	Normal	0.2
CPT0010170001	Normal	0.2
CPT0087050003	Normal	0.2
CPT0009020003	Normal	0.2
CPT0065870003	Tumor	0.2
CPT0069190001	Normal	0.2
CPT0014350001	Normal	0.2
CPT0066520001	Normal	0.2
CPT0081990003	Tumor	0.1
CPT0010120001	Normal	0.1
CPT0088630003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0078990003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0092190003	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0065810003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0075720003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0084590001	Normal	0.0
CPT0012370003	Tumor	0.0
CPT0079480003	Tumor	0.0
CPT0006440003	Tumor	0.0
CPT0079380003	Tumor	0.0
CPT0065430003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0017410003	Tumor	0.0
CPT0079230003	Tumor	-0.1
CPT0001540009	Tumor	-0.1
CPT0066470004	Tumor	-0.1
CPT0011240003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0012900004	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0069160003	Tumor	-0.1
CPT0071150004	Tumor	-0.1
CPT0000870016	Tumor	-0.1
CPT0014370004	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0075560003	Tumor	-0.1
CPT0087040003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0001340003	Tumor	-0.1
CPT0012180003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0075130003	Tumor	-0.2
CPT0011410003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0017850003	Tumor	-0.2
CPT0077110003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0007320003	Tumor	-0.2
CPT0006900003	Tumor	-0.2
CPT0065750003	Tumor	-0.2
CPT0001500009	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0086950003	Tumor	-0.2
CPT0089020003	Tumor	-0.3
CPT0010110003	Tumor	-0.3
CPT0084560003	Tumor	-0.3
CPT0001220008	Tumor	-0.3
CPT0021240003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0000640003	Tumor	-0.3
CPT0019990003	Tumor	-0.3
CPT0025290003	Tumor	-0.3
CPT0079410003	Tumor	-0.3
CPT0089460004	Tumor	-0.3
CPT0012280003	Tumor	-0.3
CPT0001260009	Tumor	-0.3
CPT0088480003	Tumor	-0.3
CPT0065690003	Tumor	-0.3
CPT0001180009	Tumor	-0.3
CPT0007860003	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0086030003	Tumor	-0.4
CPT0088690003	Tumor	-0.4
CPT0081880003	Tumor	-0.4
CPT0015810003	Tumor	-0.4
CPT0092290003	Tumor	-0.4
CPT0023350003	Tumor	-0.4
CPT0020120003	Tumor	-0.4
CPT0065930003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0077310003	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0024670003	Tumor	-0.5
CPT0014160003	Tumor	-0.5
CPT0025230003	Tumor	-0.5
CPT0025050003	Tumor	-0.6
CPT0014450004	Tumor	-0.6
CPT0012550003	Tumor	-0.6
CPT0063630003	Tumor	-0.6
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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 HPA072273
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