Expression of ARRB1 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

ARRB1 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.56

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

4.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	33.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	29.3
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	14.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	14.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	12.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	12.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	9.8
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	9.8
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	9.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	8.8
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.2
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	6.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	6.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	6.2
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	6.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.8
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	5.1
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	4.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	4.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	3.9
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	3.9
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.8
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.2
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	3.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.1
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	3.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.1
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	2.9
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	2.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	2.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	2.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	2.7
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	2.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	2.4
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	2.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	2.4
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	2.3
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	2.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	1.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	1.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	1.9
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	1.7
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.6
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	1.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	1.4
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	1.2
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	1.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.2
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	1.2
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	0.7
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	0.6
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	0.4
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ARRB1 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 10.81

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

14.8

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	59.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	50.1
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	49.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	46.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	45.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	42.9
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	40.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	39.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	38.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	35.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	35.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	34.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	34.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	33.6
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	33.5
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	33.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	32.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	32.4
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	32.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	32.1
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	31.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	31.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.8
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	30.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	30.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	30.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	30.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	30.3
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	30.1
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	29.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	29.6
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	29.5
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	29.3
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	29.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	29.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	28.7
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	28.4
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	28.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	27.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	27.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	27.5
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	27.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	27.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	27.1
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	26.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	26.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	26.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	26.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	26.5
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	26.2
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	25.6
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	25.5
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	25.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	25.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.3
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	25.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	25.0
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	24.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	24.8
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	24.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	24.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	24.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	24.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	24.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	24.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	24.1
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	24.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	24.0
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	23.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	23.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	23.7
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	23.5
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	23.5
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	23.3
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	22.9
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	22.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	22.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	22.6
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	22.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	22.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	22.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	21.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	21.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	21.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	21.8
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.8
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	21.7
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	21.7
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	21.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	21.3
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	21.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	21.3
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	21.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	21.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	21.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	21.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	21.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	20.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	20.9
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	20.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	20.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	20.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	20.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	20.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	20.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	20.4
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	20.2
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	20.0
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	20.0
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	20.0
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	20.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	20.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	19.9
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	19.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	19.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	19.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	19.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	19.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	19.6
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	19.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	19.5
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	19.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	19.4
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	19.3
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	19.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	19.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	19.2
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	19.0
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	18.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	18.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.6
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	18.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	18.4
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	18.4
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	18.3
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	18.2
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	18.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	18.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	18.1
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	18.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	18.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	18.1
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	18.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	18.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	17.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	17.8
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	17.8
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.7
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	17.7
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	17.5
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	17.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	17.5
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	17.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	17.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	17.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	17.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	17.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	17.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	17.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	17.1
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	17.1
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	17.1
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	17.0
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	17.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	16.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	16.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	16.8
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	16.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	16.8
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	16.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	16.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	16.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	16.7
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	16.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	16.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	16.5
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	16.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	16.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	16.4
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	16.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	16.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	16.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	16.3
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.3
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	16.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	16.2
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	16.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	16.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	16.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	16.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	16.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	16.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	16.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	16.0
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	15.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	15.9
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	15.8
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	15.8
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	15.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	15.7
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	15.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	15.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	15.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	15.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	15.5
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	15.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	15.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	15.5
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	15.5
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	15.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	15.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	15.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	15.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	15.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	15.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	15.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	15.0
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	15.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	15.0
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	15.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	15.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	14.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	14.9
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	14.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	14.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	14.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	14.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	14.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	14.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	14.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	14.7
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	14.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	14.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	14.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	14.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	14.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	14.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	14.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	14.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	14.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	14.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	14.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	14.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	14.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.0
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	14.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	13.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	13.9
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	13.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	13.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	13.8
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	13.8
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	13.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	13.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	13.6
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	13.6
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	13.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	13.5
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	13.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	13.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	13.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	13.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	13.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	13.2
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	13.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.1
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	13.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	13.0
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	13.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	13.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	13.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.0
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	13.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	12.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	12.9
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	12.8
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	12.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	12.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	12.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	12.7
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	12.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	12.7
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	12.6
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	12.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	12.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	12.4
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	12.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	12.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	12.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.3
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	12.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	12.2
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	12.1
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	12.1
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	12.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	12.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	12.0
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	11.9
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	11.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.8
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	11.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	11.8
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	11.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	11.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	11.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	11.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	11.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	11.6
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	11.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	11.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	11.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	11.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	11.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.1
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	11.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	11.0
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	10.8
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	10.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	10.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.8
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	10.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	10.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	10.7
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	10.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	10.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	10.7
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	10.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	10.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	10.4
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	10.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	10.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	10.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	10.2
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	10.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.0
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	9.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	9.9
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	9.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	9.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	9.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	9.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	9.6
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	9.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	9.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	9.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	9.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	9.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	9.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	9.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	9.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	9.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	9.1
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	9.1
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.1
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	9.1
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	9.0
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.0
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	9.0
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	8.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	8.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	8.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	8.8
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	8.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	8.7
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	8.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	8.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	8.2
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	8.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	8.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	8.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	8.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	8.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	8.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	8.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	8.0
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	8.0
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	8.0
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	7.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	7.9
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	7.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	7.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	7.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	7.8
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	7.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	7.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	7.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	7.6
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	7.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	7.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	7.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	7.5
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	7.4
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	7.3
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	7.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	7.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	7.2
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	7.2
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	7.2
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	7.2
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	6.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	6.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	6.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	6.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	6.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	6.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	6.6
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	6.6
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	6.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	6.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	6.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	6.4
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	6.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	6.3
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	6.3
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	6.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	6.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	6.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	6.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	6.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	6.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.1
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	6.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	5.9
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	5.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.6
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.6
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	5.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	5.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	5.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	5.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	5.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	5.1
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	5.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.0
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	4.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	4.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	4.8
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	4.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	4.7
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	4.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	4.6
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	4.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	4.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	4.5
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	4.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	4.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	4.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	4.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	4.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	3.9
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	3.5
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	3.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.3
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	3.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	3.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	3.1
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	3.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.0
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	2.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	2.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	2.8
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	2.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	2.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	2.5
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	2.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	2.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	2.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	2.2
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	2.1
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	2.0
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	2.0
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	1.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	1.8
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.8
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.8
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ARRB1 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.18

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

16.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	78.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	41.3
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	36.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	34.5
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	31.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	31.4
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	30.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	29.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	28.3
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	27.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	27.7
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	26.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	26.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	26.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	25.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	25.2
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	24.7
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	23.3
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	23.2
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	22.8
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	22.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	22.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	21.6
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	21.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	20.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	20.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	20.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	20.0
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	20.0
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	19.9
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	19.7
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	19.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	18.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	18.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	17.8
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.3
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	17.2
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	17.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	17.0
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	16.7
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	16.6
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	16.5
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	16.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	16.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	15.7
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	15.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	15.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	15.3
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	15.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	15.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	14.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	14.1
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	14.1
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	13.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	13.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	13.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	13.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	12.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	12.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	12.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	12.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	11.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	11.3
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	11.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	11.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	11.2
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	11.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	11.1
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	10.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	10.1
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	10.1
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	9.7
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	9.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	9.2
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	9.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	8.8
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	8.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	8.5
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	7.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	7.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	7.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	7.4
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	7.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	7.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	6.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	6.8
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	6.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	6.4
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	6.0
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	5.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	5.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	4.3
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	4.1
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	3.7
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	2.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	2.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ARRB1 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 9.26

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

7.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	33.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	29.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	29.4
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	29.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	27.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	27.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	26.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	25.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	24.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	23.2
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	22.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.2
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	21.9
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	21.2
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	21.0
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	20.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	19.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	18.9
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	18.8
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	18.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	17.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	17.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	17.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	17.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	17.4
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	16.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	16.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	15.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.3
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	15.3
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	15.2
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	15.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	15.0
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	14.9
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	14.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.0
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	13.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	13.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	13.6
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	13.6
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	12.9
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	12.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	12.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	12.5
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	12.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	12.4
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	12.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	12.4
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	12.3
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	12.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	12.1
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	12.0
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	11.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	11.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	11.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	11.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	11.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	10.8
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	10.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	10.5
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	10.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	10.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	10.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	9.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	9.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	9.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	9.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	9.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	9.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	9.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	9.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	9.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	9.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	9.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	9.0
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	9.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	9.0
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	8.9
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	8.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	8.6
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	8.6
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	8.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	8.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	8.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	8.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	8.3
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	8.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	8.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	8.1
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	8.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	8.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	7.9
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	7.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	7.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	7.8
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	7.7
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	7.7
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	7.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	7.6
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	7.6
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	7.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	7.6
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	7.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	7.5
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	7.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	7.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.2
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	7.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	7.1
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	7.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	7.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	7.0
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	7.0
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	7.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	6.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	6.9
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	6.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	6.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.8
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	6.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	6.8
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	6.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	6.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	6.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	6.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	6.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	6.5
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	6.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	6.5
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	6.4
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	6.4
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	6.4
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	6.4
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	6.4
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	6.3
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	6.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.2
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	6.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	6.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	6.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	6.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	6.0
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	5.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	5.9
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	5.8
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	5.7
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	5.7
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	5.7
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	5.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	5.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	5.5
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	5.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	5.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	5.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	5.4
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	5.3
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	5.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	5.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	5.2
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	5.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	5.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	5.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	5.1
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	5.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	5.0
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	5.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	5.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	4.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	4.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	4.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	4.8
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	4.7
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	4.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	4.7
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	4.6
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	4.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	4.6
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	4.6
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	4.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	4.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	4.4
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	4.4
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	4.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	4.3
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	4.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	4.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	4.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	4.1
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	4.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	4.0
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	4.0
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	3.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	3.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	3.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	3.8
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.8
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	3.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	3.8
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	3.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	3.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	3.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	3.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	3.5
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	3.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	3.5
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	3.4
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	3.4
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	3.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	3.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	3.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	3.3
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	3.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	3.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	3.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	3.2
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	3.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	3.0
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	3.0
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	2.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	2.9
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	2.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	2.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	2.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	2.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	2.7
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	2.7
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	2.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	2.6
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	2.6
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	2.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	2.5
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	2.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	2.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	2.4
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	2.4
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	2.3
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	2.2
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	2.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	2.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	2.1
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	2.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.0
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	2.0
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	1.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	1.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	1.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	1.9
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	1.9
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	1.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	1.8
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	1.7
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	1.5
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	1.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	1.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	1.5
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	1.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	1.4
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	1.2
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	1.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	0.9
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	0.7
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	0.7
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	0.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	0.4
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	0.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	0.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	0.0
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	1.1
CPT0017410003	Tumor	0.8
CPT0088760003	Tumor	0.6
CPT0079510001	Normal	0.6
CPT0088970003	Tumor	0.5
CPT0076330003	Tumor	0.5
CPT0077490003	Tumor	0.5
CPT0024680001	Normal	0.5
CPT0011240003	Tumor	0.5
CPT0012080003	Tumor	0.4
CPT0086870003	Tumor	0.4
CPT0066480003	Tumor	0.4
CPT0002270011	Tumor	0.4
CPT0010120001	Normal	0.4
CPT0075170001	Normal	0.4
CPT0075720003	Tumor	0.4
CPT0077320001	Normal	0.4
CPT0010110003	Tumor	0.4
CPT0069190001	Normal	0.4
CPT0002370001	Normal	0.3
CPT0012640003	Normal	0.3
CPT0065690003	Tumor	0.3
CPT0001550001	Normal	0.3
CPT0092190003	Normal	0.3
CPT0014370004	Tumor	0.3
CPT0079300001	Normal	0.3
CPT0065870003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0009020003	Normal	0.3
CPT0012920003	Normal	0.3
CPT0088630003	Tumor	0.3
CPT0078990003	Tumor	0.3
CPT0001180009	Tumor	0.3
CPT0066470004	Tumor	0.3
CPT0001510001	Normal	0.3
CPT0092730003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0075560003	Tumor	0.2
CPT0075570001	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0015910003	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0078830003	Tumor	0.2
CPT0012900004	Tumor	0.2
CPT0012090003	Normal	0.2
CPT0026410003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0081990003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0084560003	Tumor	0.2
CPT0000870016	Tumor	0.2
CPT0065930003	Tumor	0.2
CPT0081880003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0019990003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0007860003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0012550003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0000640003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0025110003	Tumor	0.1
CPT0078940001	Normal	0.1
CPT0065430003	Tumor	0.1
CPT0020120003	Tumor	0.1
CPT0069010001	Normal	0.1
CPT0000890001	Normal	0.1
CPT0009000003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0078930003	Tumor	0.1
CPT0079000001	Normal	0.1
CPT0063630003	Tumor	0.1
CPT0014350001	Normal	0.1
CPT0063330001	Normal	0.1
CPT0086360003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0023690003	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0007870001	Normal	0.1
CPT0025920001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0006900003	Tumor	0.0
CPT0025170003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0063640001	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0000660001	Normal	0.0
CPT0012280003	Tumor	0.0
CPT0086030003	Tumor	0.0
CPT0012370003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0089460004	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0025290003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0025610001	Normal	0.0
CPT0078670001	Normal	0.0
CPT0010160003	Tumor	0.0
CPT0079230003	Tumor	0.0
CPT0065450001	Normal	0.0
CPT0017850003	Tumor	0.0
CPT0001230001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0077140001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0079430001	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0002350011	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0006530001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0086370003	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0092310003	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0081620001	Normal	-0.1
CPT0079480003	Tumor	-0.1
CPT0088640003	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0078800003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0012570003	Normal	-0.1
CPT0063320003	Tumor	-0.1
CPT0088920001	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0089040001	Normal	-0.1
CPT0078530001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0092290003	Tumor	-0.1
CPT0006440003	Tumor	-0.1
CPT0079270003	Tumor	-0.1
CPT0020130001	Normal	-0.1
CPT0066430001	Normal	-0.1
CPT0069160003	Tumor	-0.1
CPT0006730001	Normal	-0.1
CPT0001220008	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0065810003	Tumor	-0.1
CPT0014130001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0087050003	Normal	-0.1
CPT0089480003	Normal	-0.2
CPT0025880003	Tumor	-0.2
CPT0000790001	Normal	-0.2
CPT0064370003	Tumor	-0.2
CPT0092740003	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0015730003	Tumor	-0.2
CPT0088480003	Tumor	-0.2
CPT0086820003	Tumor	-0.2
CPT0025230003	Tumor	-0.2
CPT0001350001	Normal	-0.2
CPT0012180003	Tumor	-0.2
CPT0092800003	Normal	-0.2
CPT0019130003	Tumor	-0.2
CPT0024670003	Tumor	-0.2
CPT0023350003	Tumor	-0.2
CPT0001340003	Tumor	-0.3
CPT0007320003	Tumor	-0.3
CPT0065750003	Tumor	-0.4
CPT0086950003	Tumor	-0.4
CPT0025580004	Tumor	-0.4
CPT0001500009	Tumor	-0.4
CPT0014450004	Tumor	-0.5
CPT0069000003	Tumor	-0.5
CPT0079180003	Tumor	-0.9
CPT0078660003	Tumor	-1.1
CPT0011410003	Tumor	-1.1
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA070249	Antibody CAB003763
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