Expression of RAB2B 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

RAB2B is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.52

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

8.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	34.9
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	23.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	21.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.2
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	12.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	12.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	11.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	11.6
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.2
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	11.2
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	10.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	10.8
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	10.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	10.2
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	10.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	9.6
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	9.4
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	9.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	9.1
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	8.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	8.5
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	8.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	7.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	7.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	7.6
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	7.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	7.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	7.5
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	7.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	7.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	7.0
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	6.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	6.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	6.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	6.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	6.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	5.9
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	5.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.8
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	5.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.3
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.3
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.3
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	5.2
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	5.1
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	5.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	4.7
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	4.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	3.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RAB2B is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.49

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

9.6

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	25.9
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	22.1
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	20.8
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	20.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	20.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	19.7
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	19.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	19.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	19.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	18.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	18.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.7
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	17.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	17.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	17.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.8
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	16.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	16.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	16.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.4
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	16.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	16.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	16.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	15.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	15.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	15.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	15.7
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	15.7
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	15.7
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	15.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	15.4
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	15.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	15.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	15.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	15.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	15.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	15.0
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	15.0
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	15.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	15.0
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	14.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	14.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.8
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	14.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	14.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	14.7
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	14.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	14.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	14.6
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	14.5
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	14.5
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	14.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	14.4
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	14.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	14.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	14.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	14.2
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	14.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	14.1
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	14.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	14.0
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.0
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	14.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	13.9
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	13.9
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	13.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	13.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	13.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	13.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	13.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	13.6
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	13.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	13.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	13.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	13.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	13.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	13.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.3
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	13.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	13.2
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	13.2
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	13.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	13.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	13.1
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	13.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	13.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	13.0
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	12.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	12.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	12.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	12.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.7
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	12.7
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	12.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	12.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	12.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	12.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	12.6
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	12.6
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	12.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	12.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	12.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	12.4
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	12.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	12.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	12.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.3
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	12.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	12.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	12.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	12.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	12.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	12.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	12.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	12.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	12.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	12.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	12.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	12.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	12.0
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	11.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	11.8
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	11.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	11.8
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	11.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	11.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	11.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	11.8
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.7
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	11.7
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	11.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	11.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	11.7
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	11.7
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	11.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	11.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	11.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	11.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	11.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	11.6
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	11.6
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	11.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	11.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	11.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	11.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	11.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	11.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	11.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	11.2
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	11.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	11.2
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	11.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	11.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	11.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	11.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	11.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.0
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	10.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	10.9
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	10.9
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	10.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	10.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	10.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	10.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	10.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	10.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	10.7
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	10.7
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	10.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	10.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	10.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	10.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	10.6
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	10.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	10.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	10.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	10.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	10.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	10.4
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.4
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	10.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	10.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	10.4
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	10.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	10.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	10.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	10.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	10.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.1
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	10.1
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	10.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	10.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.1
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	10.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	10.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	10.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	10.0
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	10.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	10.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	9.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	9.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	9.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	9.8
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	9.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	9.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	9.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	9.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	9.7
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	9.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	9.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	9.6
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	9.6
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	9.6
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	9.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	9.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	9.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	9.6
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.6
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	9.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	9.5
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	9.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	9.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	9.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	9.5
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	9.5
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	9.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	9.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	9.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	9.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	9.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	9.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	9.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	9.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	9.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	9.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	9.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	9.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	9.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	9.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	9.0
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	9.0
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	9.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	9.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	8.9
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	8.9
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	8.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	8.9
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	8.9
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	8.9
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	8.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	8.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	8.9
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	8.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	8.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	8.8
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	8.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	8.8
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	8.7
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	8.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	8.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.6
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	8.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	8.6
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	8.6
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	8.6
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	8.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.6
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	8.6
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	8.5
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	8.5
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	8.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	8.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	8.4
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	8.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	8.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	8.3
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	8.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	8.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	8.3
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	8.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	8.2
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	8.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	8.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	8.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	8.2
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	8.2
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	8.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	8.1
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	8.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	8.1
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	8.1
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	8.1
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	8.1
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	8.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	8.1
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	8.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	8.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	8.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	8.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	7.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	7.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	7.8
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	7.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	7.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	7.8
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	7.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	7.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	7.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	7.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	7.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	7.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	7.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	7.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	7.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	7.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	7.7
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	7.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	7.6
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	7.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	7.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	7.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	7.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	7.5
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	7.5
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	7.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	7.5
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	7.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	7.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	7.5
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	7.4
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	7.3
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	7.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	7.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	7.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	7.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	7.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	7.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	7.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	7.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	7.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	7.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	7.2
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	7.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	7.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	7.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	7.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	7.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.0
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	6.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	6.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	6.9
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	6.9
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	6.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	6.9
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	6.9
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	6.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	6.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	6.9
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	6.9
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	6.9
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	6.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	6.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	6.7
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	6.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	6.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	6.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	6.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	6.6
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	6.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	6.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	6.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	6.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	6.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	6.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	6.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	6.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	6.4
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	6.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	6.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	6.3
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	6.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	6.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	6.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.3
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	6.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.3
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	6.2
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	6.2
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	6.2
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	6.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	6.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	6.1
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	6.1
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.1
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	6.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	6.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	6.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	6.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	5.9
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	5.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	5.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	5.9
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	5.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	5.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	5.7
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	5.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	5.7
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	5.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	5.6
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	5.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	5.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	5.5
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	5.5
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	5.4
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	5.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	5.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	5.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	5.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	5.3
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	5.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	5.2
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	5.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	5.2
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	5.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	5.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	5.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	5.1
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.1
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	5.0
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	5.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	5.0
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	4.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	4.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	4.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	4.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	4.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	4.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	4.7
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	4.6
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	4.4
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	4.4
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	4.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	4.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	4.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	4.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	4.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	4.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	4.0
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	3.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	3.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	3.8
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	3.8
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	3.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	3.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	3.2
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	3.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	3.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	2.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	2.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	2.5
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	2.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RAB2B is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 15.06

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

11.9

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	22.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	21.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	20.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	18.5
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	18.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	17.8
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	17.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	17.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	17.3
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	17.2
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	16.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	16.6
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	16.5
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	16.2
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	16.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	15.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	15.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	15.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	15.7
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	15.6
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	15.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	15.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	15.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	15.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	15.0
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	15.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	14.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	14.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	14.4
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	14.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.1
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	14.0
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	13.7
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	13.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	13.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	13.5
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	13.3
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	12.7
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	12.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	12.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	12.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	12.0
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	11.8
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	11.8
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	11.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	11.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	11.6
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	11.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	11.5
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	11.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	11.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	11.2
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	11.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	11.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	11.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	11.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	10.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	10.1
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	9.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	9.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	9.6
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	9.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	9.4
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	9.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	9.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	8.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	8.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	8.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	8.5
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	8.4
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.4
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	8.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	7.9
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	7.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	7.8
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	7.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	7.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	7.4
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	7.2
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	7.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.9
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	6.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	6.6
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	6.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.2
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	6.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	5.9
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	5.7
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	5.5
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	5.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	2.7
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

RAB2B is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.87

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

10.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	49.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	36.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	30.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	29.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	27.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	26.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	26.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	24.8
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	24.0
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	22.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	21.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	21.3
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	20.5
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	20.5
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	20.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	20.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	19.7
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	19.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	18.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	18.6
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	18.6
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	18.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	17.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	17.8
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.7
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	17.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	17.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	17.1
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	17.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	16.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	16.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	16.5
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	16.4
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	16.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	16.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	16.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	15.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	15.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	15.3
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	14.9
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	14.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	14.8
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	14.8
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	14.6
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	14.6
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	14.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	14.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	14.3
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	14.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	13.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	13.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	13.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	13.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	13.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	13.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	13.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	13.3
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	13.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	13.2
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	13.2
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	13.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	13.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	13.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	13.0
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	13.0
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	12.9
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	12.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	12.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	12.6
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	12.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	12.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	12.6
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	12.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	12.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	12.3
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	12.3
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	12.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	12.2
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	12.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	12.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	12.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	11.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	11.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	11.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	11.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	11.7
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	11.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.4
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	11.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	11.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	11.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	11.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	11.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.1
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	11.1
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	11.1
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	11.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	11.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	11.0
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	10.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	10.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	10.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	10.8
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	10.7
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	10.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.6
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	10.5
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	10.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	10.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	10.5
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	10.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	10.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	10.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	10.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	10.3
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	10.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	10.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	10.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	10.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	10.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	9.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	9.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	9.8
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	9.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	9.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	9.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	9.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	9.4
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	9.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	9.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	9.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	9.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	9.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	9.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	9.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	9.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.1
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	9.1
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	9.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	9.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	8.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	8.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	8.9
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	8.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	8.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	8.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	8.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	8.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	8.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	8.6
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	8.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	8.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	8.5
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	8.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	8.4
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	8.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	8.4
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	8.4
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	8.4
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	8.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	8.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	8.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	8.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	8.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	8.2
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	8.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	8.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	8.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	8.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	8.1
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.1
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	8.1
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	8.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	8.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	8.0
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	8.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	8.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	7.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	7.9
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	7.9
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	7.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	7.9
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	7.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.8
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	7.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	7.7
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	7.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	7.6
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	7.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	7.4
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	7.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	7.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	7.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	7.2
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.1
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	7.1
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	7.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	7.1
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	7.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	7.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	7.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	6.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	6.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	6.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	6.9
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	6.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	6.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.6
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	6.6
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.6
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	6.5
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	6.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	6.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	6.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.3
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	6.2
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	6.2
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	6.1
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	6.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	6.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	6.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	6.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	6.0
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	5.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	5.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	5.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	5.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	5.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	5.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	5.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	5.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	5.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	5.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	5.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	5.4
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	5.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	5.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	5.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	5.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	4.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	4.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.8
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	4.7
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	4.7
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	4.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	4.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	4.4
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.4
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	4.2
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	4.1
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	4.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	3.9
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	3.6
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	3.4
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	3.1
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.9
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.9
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	1.8
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	1.2
CPT0001180009	Tumor	1.1
CPT0078660003	Tumor	1.0
CPT0012550003	Tumor	0.9
CPT0023350003	Tumor	0.9
CPT0086820003	Tumor	0.7
CPT0012280003	Tumor	0.6
CPT0086950003	Tumor	0.5
CPT0015730003	Tumor	0.4
CPT0081880003	Tumor	0.4
CPT0002270011	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0019130003	Tumor	0.3
CPT0078800003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0025290003	Tumor	0.3
CPT0084560003	Tumor	0.3
CPT0000640003	Tumor	0.2
CPT0078990003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0021240003	Tumor	0.2
CPT0086030003	Tumor	0.2
CPT0015810003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0014160003	Tumor	0.2
CPT0088550004	Tumor	0.2
CPT0077310003	Tumor	0.2
CPT0088920001	Normal	0.2
CPT0007860003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0077140001	Normal	0.2
CPT0063630003	Tumor	0.2
CPT0010110003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0088480003	Tumor	0.2
CPT0066470004	Tumor	0.2
CPT0086360003	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0001190001	Normal	0.1
CPT0002350011	Tumor	0.1
CPT0024670003	Tumor	0.1
CPT0006630003	Tumor	0.1
CPT0025230003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0020120003	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0089480003	Normal	0.1
CPT0001350001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0025170003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0025060001	Normal	0.1
CPT0078840001	Normal	0.1
CPT0001260009	Tumor	0.1
CPT0014450004	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0069190001	Normal	0.1
CPT0092730003	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0065870003	Tumor	0.1
CPT0088710001	Normal	0.1
CPT0001500009	Tumor	0.1
CPT0001340003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0078930003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0066430001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0078510003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0079230003	Tumor	0.0
CPT0009000003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0092310003	Normal	0.0
CPT0078670001	Normal	0.0
CPT0010160003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0025580004	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0088780001	Normal	0.0
CPT0075560003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0069010001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0001510001	Normal	0.0
CPT0026420001	Normal	0.0
CPT0065450001	Normal	0.0
CPT0006900003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0079300001	Normal	0.0
CPT0065750003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0088690003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0077110003	Tumor	0.0
CPT0078940001	Normal	0.0
CPT0023360001	Normal	0.0
CPT0025920001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0001230001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0019160001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0066480003	Tumor	0.0
CPT0007870001	Normal	0.0
CPT0084590001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0017850003	Tumor	-0.1
CPT0014350001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0001270001	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0077320001	Normal	-0.1
CPT0012570003	Normal	-0.1
CPT0015910003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0088570001	Normal	-0.1
CPT0081620001	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0012640003	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0086830003	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0012900004	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0085670003	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0012770003	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0026410003	Tumor	-0.1
CPT0063640001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0077490003	Tumor	-0.1
CPT0000660001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0007470001	Normal	-0.1
CPT0018250001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0086870003	Tumor	-0.2
CPT0088630003	Tumor	-0.2
CPT0010120001	Normal	-0.2
CPT0086370003	Normal	-0.2
CPT0006440003	Tumor	-0.2
CPT0088970003	Tumor	-0.2
CPT0002370001	Normal	-0.2
CPT0071150004	Tumor	-0.2
CPT0063320003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0000780007	Tumor	-0.2
CPT0001550001	Normal	-0.2
CPT0011240003	Tumor	-0.3
CPT0075720003	Tumor	-0.3
CPT0081600003	Tumor	-0.3
CPT0017450001	Normal	-0.3
CPT0081990003	Tumor	-0.3
CPT0014370004	Tumor	-0.3
CPT0092190003	Normal	-0.3
CPT0009020003	Normal	-0.3
CPT0014470001	Normal	-0.4
CPT0024680001	Normal	-0.4
CPT0009080003	Normal	-0.4
CPT0009060003	Tumor	-0.6
CPT0017410003	Tumor	-1.0
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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 HPA050292
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