Expression of BROX 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

BROX is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.26

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

8.9

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	26.0
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	24.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	20.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	17.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	17.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	16.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	14.9
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	14.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	13.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	13.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	12.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	11.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	11.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.2
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	10.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	9.9
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	9.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	9.7
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	9.6
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	9.6
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.5
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	9.4
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	9.3
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	8.7
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	8.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	8.1
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	7.8
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	7.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	7.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	7.3
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	7.3
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	7.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	7.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	6.9
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	6.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	6.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	6.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	6.2
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	5.9
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.5
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	5.4
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.3
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	5.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	5.1
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.0
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	4.6
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.5
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	4.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	4.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.1
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	3.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	3.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.6
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.54

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

19.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	98.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	98.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	69.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	58.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	53.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	44.0
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	43.0
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	40.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	39.8
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	39.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	39.7
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	39.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	39.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	39.0
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	37.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	37.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	37.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	36.9
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	36.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	36.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	36.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	35.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	35.6
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	35.2
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	35.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	35.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	35.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	35.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	35.1
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	34.8
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	34.7
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	34.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	34.3
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	34.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	33.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	33.1
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	33.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	33.0
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	32.9
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	32.8
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	32.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	32.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	32.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	31.7
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	31.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	31.1
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	31.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	31.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	31.0
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	30.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	30.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	30.7
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	30.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	30.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	30.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	30.4
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	30.3
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	30.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	30.0
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	30.0
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	29.9
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	29.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	29.6
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	29.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	29.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	29.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	29.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	29.3
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	29.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	29.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	29.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	29.1
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	29.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	29.0
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	29.0
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	28.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	28.9
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	28.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	28.8
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	28.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	28.5
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	28.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	28.1
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	28.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	27.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	27.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	27.5
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	27.5
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	27.5
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	27.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	27.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	27.3
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	27.2
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	27.2
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	27.1
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	27.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	27.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	26.7
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	26.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	26.7
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	26.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	26.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	26.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	26.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	26.0
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	25.9
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	25.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	25.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	25.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	25.6
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	25.6
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	25.6
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	25.5
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	25.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	25.5
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	25.4
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	25.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	25.4
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	25.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	25.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	25.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	25.2
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	25.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	25.1
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	24.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	24.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	24.8
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	24.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	24.6
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	24.6
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	24.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	24.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	24.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	24.2
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	24.2
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	24.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	24.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	24.2
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	24.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	24.0
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	24.0
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	23.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	23.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	23.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	23.9
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	23.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	23.7
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	23.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	23.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	23.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	23.5
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	23.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	23.4
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	23.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	23.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	23.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	23.2
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	22.9
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	22.9
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	22.9
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	22.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	22.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	22.7
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	22.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	22.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	22.7
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	22.6
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	22.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	22.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	22.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	22.5
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	22.5
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	22.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	22.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	22.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	22.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	22.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	22.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	22.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	22.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	22.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.1
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	22.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	22.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	22.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	22.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	22.0
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	21.9
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	21.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	21.8
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	21.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	21.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	21.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	21.6
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	21.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	21.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	21.4
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	21.4
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	21.3
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	21.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	21.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	21.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.9
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	20.9
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	20.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	20.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	20.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	20.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	20.7
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	20.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	20.7
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	20.7
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	20.7
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.7
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	20.6
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	20.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	20.6
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	20.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	20.4
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	20.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	20.4
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	20.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	20.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	20.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	20.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	19.9
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	19.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	19.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	19.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	19.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	19.7
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	19.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	19.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	19.6
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	19.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	19.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	19.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	19.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	19.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	19.5
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	19.4
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	19.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	19.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	19.4
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	19.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	19.1
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	19.1
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	19.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	19.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	19.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	18.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	18.9
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	18.9
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	18.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	18.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	18.8
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	18.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	18.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	18.7
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	18.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.7
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.6
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	18.6
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	18.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	18.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	18.5
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	18.5
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	18.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	18.4
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	18.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	18.2
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	18.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	18.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	18.1
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	18.1
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	18.1
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	17.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	17.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.9
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	17.8
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	17.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.8
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	17.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	17.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	17.6
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	17.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	17.6
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	17.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	17.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	17.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	17.4
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	17.4
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	17.3
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	17.2
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	17.1
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	17.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	17.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	17.1
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	17.1
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	17.0
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	16.9
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	16.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	16.9
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	16.9
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	16.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	16.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	16.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.5
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.5
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	16.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	16.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	16.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	16.3
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	16.3
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	16.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	16.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	16.2
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	16.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	16.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	16.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	16.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	16.1
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	16.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	16.0
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	16.0
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	16.0
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	15.9
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	15.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	15.7
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	15.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	15.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	15.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	15.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	15.5
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	15.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	15.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	15.4
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	15.4
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	15.4
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	15.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	15.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	15.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	15.2
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	15.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	15.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.2
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	15.1
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	15.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	15.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	15.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	15.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	15.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	14.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	14.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	14.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	14.6
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	14.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	14.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	14.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	14.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	14.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	14.3
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	14.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	14.2
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	14.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	14.1
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	14.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	14.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	13.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	13.8
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	13.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.7
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	13.7
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	13.7
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	13.6
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	13.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	13.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	13.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	13.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	13.5
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.4
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	13.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	13.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	13.3
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	13.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	13.2
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	13.2
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	13.1
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	13.0
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.8
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	12.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	12.8
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	12.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	12.7
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	12.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	12.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	12.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	12.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	12.6
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	12.5
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	12.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	12.3
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	12.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	12.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	12.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	12.1
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	11.8
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	11.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	11.7
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	11.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	11.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	11.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	11.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	11.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	11.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	11.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	11.3
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	11.3
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	11.3
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	11.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	11.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	11.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	11.0
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	11.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	10.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	10.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	10.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	10.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.6
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	10.6
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.6
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	10.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	10.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	10.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	10.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	10.4
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	10.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	10.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	10.4
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	10.4
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	10.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	10.3
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	10.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	10.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	9.8
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	9.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.8
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	9.8
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	9.7
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	9.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	9.6
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	9.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	9.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	9.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	9.5
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	9.4
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	9.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	9.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	9.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	9.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	9.2
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	9.1
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	9.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	9.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	9.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.0
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.4
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	8.4
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	8.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	8.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.1
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	8.0
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.9
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	7.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	7.8
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.5
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	6.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.1
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	6.0
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	5.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	5.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.5
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	5.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	4.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	4.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	4.4
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	4.3
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	4.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.0
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	3.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.35

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

25.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	61.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	42.7
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	42.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	39.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	38.6
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	37.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	36.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	36.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	36.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	36.3
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	35.8
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	35.5
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	35.0
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	34.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	34.2
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	33.7
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	33.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	33.3
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	33.1
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	32.7
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	32.6
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	32.4
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	32.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	32.0
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	31.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	31.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	31.8
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	30.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	30.2
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	30.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	29.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	29.6
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	29.5
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	29.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	28.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	27.9
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	27.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	27.1
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	27.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	26.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	26.9
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	26.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	26.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	26.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	26.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	24.6
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	24.5
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	24.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	24.2
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	23.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	23.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	23.6
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	23.4
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	23.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	23.3
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	23.0
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	22.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	22.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	22.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	22.3
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	22.2
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	21.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	21.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	21.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	20.9
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	20.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	20.6
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	19.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	19.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	19.6
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	19.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	19.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	19.1
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	18.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	18.6
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	18.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	18.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	18.0
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	17.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	17.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	16.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	16.3
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	16.2
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	16.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	16.2
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	13.9
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	13.9
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	13.8
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	13.7
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	13.4
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	12.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	10.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	10.2
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	10.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	9.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

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

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 24.54

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

19.2

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	101.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	64.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	53.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	46.9
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	44.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	41.5
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	41.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	39.2
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	38.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	38.6
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	37.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	37.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	36.5
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	36.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	36.0
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	35.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	35.5
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	35.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	35.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	35.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	35.1
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.6
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	33.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	32.1
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	31.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	31.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	31.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	31.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	30.9
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	30.8
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	30.7
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	30.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	30.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	30.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	30.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	30.0
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	29.9
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	29.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	29.5
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	29.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	28.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	28.3
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	28.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	28.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	27.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	27.0
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	27.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	26.8
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	26.3
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	26.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	26.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	25.6
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	25.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	25.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	25.6
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	25.0
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	24.6
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	24.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	24.5
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	24.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	24.4
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	24.3
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	24.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	24.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	24.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	24.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	23.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	23.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	23.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	22.9
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	22.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	22.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	22.6
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	22.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	22.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	22.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	22.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	22.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	22.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	22.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	22.0
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	21.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	21.8
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	21.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	21.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	21.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	21.3
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	21.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	21.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	21.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	21.1
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	21.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	20.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	20.9
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	20.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	20.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	20.7
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	20.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	20.4
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	20.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	20.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	20.3
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.2
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	20.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	20.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	19.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	19.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	19.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	19.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	19.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.4
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	19.2
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	19.1
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	19.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	19.0
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	19.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	19.0
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	19.0
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	18.9
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	18.9
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	18.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	18.8
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	18.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	18.6
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	18.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	18.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	18.3
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	18.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	18.3
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	18.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	17.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	17.8
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	17.8
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	17.6
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	17.5
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	17.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	17.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	17.3
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	17.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	17.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	17.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	17.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	17.0
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	16.9
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	16.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	16.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.8
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	16.8
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	16.7
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	16.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	16.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	16.5
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	16.4
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	16.4
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	16.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	16.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	16.2
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	16.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	16.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.0
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	15.9
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	15.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	15.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	15.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	15.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	15.7
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	15.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	15.4
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	15.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	15.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.3
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	15.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	15.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	15.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	15.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	15.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	15.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	14.8
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	14.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	14.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	14.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	14.5
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	14.4
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	14.2
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	14.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	14.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	14.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.1
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	14.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.0
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	14.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	14.0
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	13.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	13.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	13.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	13.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	13.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	13.6
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	13.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	13.5
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	13.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	13.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	13.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	13.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	13.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	13.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	13.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	13.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	13.0
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	12.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	12.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	12.6
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	12.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	12.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	12.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	12.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	12.3
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	12.2
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	12.2
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	12.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	12.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	11.8
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	11.7
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	11.7
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	11.6
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.5
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	11.5
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.4
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	11.4
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	11.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	11.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	11.1
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	10.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	10.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	10.7
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	10.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	10.6
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	10.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	10.3
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	10.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	10.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	9.9
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	9.8
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	9.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	9.7
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	9.6
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	9.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	9.2
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	9.1
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	8.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	8.5
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	8.3
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	7.8
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	7.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.5
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	7.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	6.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	6.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	6.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.6
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	6.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	6.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	6.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	6.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	6.1
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	6.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	6.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	5.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	5.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	5.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.9
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0025880003	Tumor	1.0
CPT0078510003	Tumor	0.7
CPT0001540009	Tumor	0.7
CPT0024670003	Tumor	0.7
CPT0007860003	Tumor	0.6
CPT0077110003	Tumor	0.6
CPT0021240003	Tumor	0.6
CPT0010110003	Tumor	0.6
CPT0012370003	Tumor	0.6
CPT0012080003	Tumor	0.5
CPT0009060003	Tumor	0.5
CPT0085670003	Tumor	0.5
CPT0026410003	Tumor	0.5
CPT0025230003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0086820003	Tumor	0.5
CPT0025050003	Tumor	0.5
CPT0089460004	Tumor	0.4
CPT0002270011	Tumor	0.4
CPT0012640003	Normal	0.4
CPT0092190003	Normal	0.4
CPT0015730003	Tumor	0.4
CPT0020120003	Tumor	0.4
CPT0012900004	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0086360003	Tumor	0.4
CPT0024680001	Normal	0.4
CPT0081880003	Tumor	0.3
CPT0079510001	Normal	0.3
CPT0010120001	Normal	0.3
CPT0079480003	Tumor	0.3
CPT0079270003	Tumor	0.3
CPT0019990003	Tumor	0.3
CPT0006630003	Tumor	0.3
CPT0065430003	Tumor	0.3
CPT0065750003	Tumor	0.3
CPT0088900003	Tumor	0.3
CPT0006440003	Tumor	0.3
CPT0086950003	Tumor	0.3
CPT0088480003	Tumor	0.3
CPT0017850003	Tumor	0.3
CPT0001340003	Tumor	0.2
CPT0025290003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0002370001	Normal	0.2
CPT0086030003	Tumor	0.2
CPT0069160003	Tumor	0.2
CPT0000780007	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0000640003	Tumor	0.2
CPT0025110003	Tumor	0.2
CPT0084560003	Tumor	0.2
CPT0069000003	Tumor	0.1
CPT0063330001	Normal	0.1
CPT0075560003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0011240003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0014370004	Tumor	0.1
CPT0065930003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0000870016	Tumor	0.1
CPT0011410003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0014450004	Tumor	0.1
CPT0078660003	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0088630003	Tumor	0.1
CPT0079180003	Tumor	0.1
CPT0086890003	Normal	0.1
CPT0065870003	Tumor	0.1
CPT0012290003	Normal	0.1
CPT0018250001	Normal	0.0
CPT0084590001	Normal	0.0
CPT0007320003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0081600003	Tumor	0.0
CPT0014160003	Tumor	0.0
CPT0010160003	Tumor	0.0
CPT0017450001	Normal	0.0
CPT0078800003	Tumor	0.0
CPT0078990003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0012280003	Tumor	0.0
CPT0075130003	Tumor	0.0
CPT0092790003	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0076330003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0001510001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0063320003	Tumor	0.0
CPT0088550004	Tumor	0.0
CPT0023350003	Tumor	0.0
CPT0069190001	Normal	0.0
CPT0012920003	Normal	0.0
CPT0075170001	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0063630003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0088920001	Normal	0.0
CPT0088970003	Tumor	0.0
CPT0023690003	Tumor	-0.1
CPT0017410003	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0007870001	Normal	-0.1
CPT0071150004	Tumor	-0.1
CPT0064370003	Tumor	-0.1
CPT0086830003	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0075720003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0001230001	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0019130003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0013790003	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0001550001	Normal	-0.1
CPT0001190001	Normal	-0.1
CPT0077500001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0025920001	Normal	-0.1
CPT0014470001	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0087040003	Tumor	-0.2
CPT0023360001	Normal	-0.2
CPT0012090003	Normal	-0.2
CPT0009080003	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0007470001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0078940001	Normal	-0.2
CPT0006730001	Normal	-0.2
CPT0076350001	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0078930003	Tumor	-0.2
CPT0089480003	Normal	-0.2
CPT0092160003	Tumor	-0.2
CPT0010170001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0001350001	Normal	-0.2
CPT0015910003	Tumor	-0.2
CPT0014130001	Normal	-0.2
CPT0001260009	Tumor	-0.2
CPT0086370003	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0025610001	Normal	-0.2
CPT0092310003	Normal	-0.2
CPT0088500001	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0000660001	Normal	-0.2
CPT0006530001	Normal	-0.2
CPT0078670001	Normal	-0.3
CPT0081990003	Tumor	-0.3
CPT0012670003	Tumor	-0.3
CPT0078830003	Tumor	-0.3
CPT0014350001	Normal	-0.3
CPT0088690003	Tumor	-0.3
CPT0023710001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0078840001	Normal	-0.3
CPT0066430001	Normal	-0.3
CPT0088780001	Normal	-0.3
CPT0025060001	Normal	-0.3
CPT0012550003	Tumor	-0.3
CPT0026420001	Normal	-0.4
CPT0065690003	Tumor	-0.4
CPT0012180003	Tumor	-0.4
CPT0079380003	Tumor	-0.4
CPT0020020001	Normal	-0.4
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA031445
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