Expression of EXOC7 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

EXOC7 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 30.27

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

23.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	53.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	53.6
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	44.9
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	42.3
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	41.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	40.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	40.4
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	40.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	33.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	33.9
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	33.2
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	32.7
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	32.5
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	30.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	30.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	28.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	26.9
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	26.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	26.6
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	26.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	25.0
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	24.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	24.1
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	24.0
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	23.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	23.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	23.0
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	22.3
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	22.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	22.0
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	21.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	21.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	20.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	20.4
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	20.1
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	19.6
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	19.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	18.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	18.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	18.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	18.2
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	18.2
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	17.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	17.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	17.7
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	17.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	17.1
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	16.8
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	16.7
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	16.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	16.4
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	16.3
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	15.6
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	15.4
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	14.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	13.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	13.5
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	13.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	12.4
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	11.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	9.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	7.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	7.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

EXOC7 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 48.43

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

43.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	87.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	81.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	80.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	79.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	78.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	78.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	78.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	77.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	77.2
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	73.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	72.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	71.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	71.8
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	71.7
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	71.5
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	71.5
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	71.4
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	70.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	70.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	69.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	69.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	68.9
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	68.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	67.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	67.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	67.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	67.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	67.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	67.2
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	67.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	67.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	67.2
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	67.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	67.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	67.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	66.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	66.0
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	65.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	65.4
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	65.3
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	65.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	65.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	65.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	65.0
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	65.0
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	64.8
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	64.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	64.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	64.2
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	64.2
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	63.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	63.3
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	63.2
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	63.1
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	63.0
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	62.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	62.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	62.2
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	62.0
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	61.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	61.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	61.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	61.8
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	61.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	61.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	61.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	61.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	61.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	61.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	61.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	60.9
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	60.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	60.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	60.6
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	60.5
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	60.3
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	60.0
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	59.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	59.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	59.6
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	59.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	59.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	58.8
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	58.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	58.6
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	58.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	58.6
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	58.5
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	58.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	58.5
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	58.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	58.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	58.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	57.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	57.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	57.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	57.7
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	57.7
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	57.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	57.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	57.6
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	57.3
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	57.1
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	56.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	56.9
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	56.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	56.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	56.6
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	56.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	56.5
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	56.5
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	56.4
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	56.2
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	56.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	56.1
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	56.0
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	55.9
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	55.9
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	55.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	55.8
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	55.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	55.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	55.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	55.4
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	55.3
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	55.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	55.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	55.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	55.0
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	55.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	55.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	54.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	54.6
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	54.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	54.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	54.5
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	54.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	54.4
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	54.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	54.2
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	54.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	53.9
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	53.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	53.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	53.7
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	53.7
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	53.6
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	53.5
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	53.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	53.4
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	53.3
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	53.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	53.2
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	53.1
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	53.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	53.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	53.0
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	52.9
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	52.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	52.6
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	52.5
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	52.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	52.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	52.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	52.2
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	52.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	52.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	52.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	52.0
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	51.9
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	51.9
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	51.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	51.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	51.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	51.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	51.4
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	51.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	50.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	50.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	50.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	50.6
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	50.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	50.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	50.6
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	50.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	50.4
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	50.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	50.3
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	50.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	50.0
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	49.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	49.6
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	49.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	49.5
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	49.5
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	49.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	49.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	49.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	49.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	49.2
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	49.1
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	48.9
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	48.8
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	48.8
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	48.4
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	48.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	48.4
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	48.3
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	48.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	48.0
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	47.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	47.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	47.9
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	47.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	47.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	47.6
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	47.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	47.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	47.2
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	47.2
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	46.9
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	46.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	46.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	46.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	46.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	46.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	46.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	46.5
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	46.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	46.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	46.1
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	46.1
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	46.0
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	46.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	46.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	45.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	45.8
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	45.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	45.8
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	45.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	45.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	45.6
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	45.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	45.5
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	45.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	45.4
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	45.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	45.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	45.2
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	45.1
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	45.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	45.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	45.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	44.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	44.8
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	44.7
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	44.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	44.5
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	44.4
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	44.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	44.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	44.2
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	44.2
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	44.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	44.2
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	44.1
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	44.1
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	44.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	44.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	44.0
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	43.9
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	43.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	43.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	43.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	43.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	43.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	43.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	43.0
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	42.9
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	42.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	42.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	42.7
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	42.7
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	42.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	42.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	42.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	42.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	42.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	42.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	41.9
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	41.8
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	41.7
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	41.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	41.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	41.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	41.4
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	41.3
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	41.3
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	41.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	41.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	41.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	40.9
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	40.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	40.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	40.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	40.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	40.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	40.6
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	40.2
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	40.2
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	40.1
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	40.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	40.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	39.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	39.7
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	39.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	39.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	39.2
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	39.1
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	39.1
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	38.9
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	38.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	38.5
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	38.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	38.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	38.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	37.9
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	37.7
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	37.6
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	37.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	37.5
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	37.4
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	37.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	37.4
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	37.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	37.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	37.2
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	37.1
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	37.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	37.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	37.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	37.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	36.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	36.9
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	36.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	36.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	36.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	36.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	36.6
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	36.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	36.3
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	36.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	36.2
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	36.2
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	36.0
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	36.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	36.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	35.7
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	35.7
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	35.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	35.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	35.5
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	35.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	35.4
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	35.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	35.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	35.1
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	34.9
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	34.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	34.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	34.6
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	34.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	34.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	34.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	34.1
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	34.0
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	34.0
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	34.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	34.0
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	33.9
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	33.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	33.8
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	33.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	33.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	33.6
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	33.5
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	33.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	32.9
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	32.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	32.8
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	32.3
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	32.1
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	32.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	31.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	31.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	31.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	31.7
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	31.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	31.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	31.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	30.9
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	30.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	30.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	30.5
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	30.3
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	30.3
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	30.3
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	30.2
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	30.2
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	30.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	29.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	29.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	29.4
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	29.4
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	29.3
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	29.3
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	29.0
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	28.9
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	28.4
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	28.2
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	28.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	28.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	28.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	28.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	28.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	27.5
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	27.5
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	27.3
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	27.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	27.0
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	26.8
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	26.6
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	26.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	26.5
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	26.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	26.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	26.1
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	25.8
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	25.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	25.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	25.1
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	25.0
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	24.9
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	24.7
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	24.4
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	24.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	23.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	23.7
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	23.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	23.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	23.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	22.8
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	22.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	22.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	22.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	22.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	22.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	22.2
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	21.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	21.8
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	21.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	21.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	21.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	21.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	21.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	21.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	21.2
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	21.1
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	21.0
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	20.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	20.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	19.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	19.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	19.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	19.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	19.6
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	19.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	19.3
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.0
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	18.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	18.4
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	17.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	17.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	17.6
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	17.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	17.4
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	17.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	17.2
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	16.7
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	16.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	16.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	16.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	15.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	15.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	15.0
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	14.9
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	13.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	13.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	13.1
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	12.4
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	12.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	11.9
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	11.9
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	11.5
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	11.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.9
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	10.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	10.3
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	9.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	9.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	9.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	9.5
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.3
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	9.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	8.2
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	8.1
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	7.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	4.1
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	1.5
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

EXOC7 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40

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

45.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	72.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	64.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	64.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	64.0
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	63.6
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	63.3
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	61.3
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	60.8
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	60.1
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	59.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	59.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	59.0
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	57.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	57.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	57.7
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	57.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	57.1
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	56.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	56.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	56.5
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	56.2
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	55.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	55.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	55.4
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	55.3
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	55.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	54.3
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	53.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	53.3
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	53.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	52.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	52.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	52.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	51.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	51.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	51.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	49.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	49.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	49.2
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	49.2
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	49.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	48.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	48.1
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	47.6
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	47.6
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	47.2
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	47.0
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	46.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	46.5
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	46.4
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	46.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	46.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	46.1
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	45.5
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	45.5
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	45.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	44.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	43.4
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	43.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	43.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	42.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	41.8
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	41.8
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	40.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	40.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	40.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	39.8
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	39.7
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	38.7
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	38.4
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	38.1
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	37.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	37.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	37.6
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	37.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	36.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	35.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	34.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	33.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	32.9
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	32.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	32.8
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	32.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	32.0
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	31.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	31.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	31.3
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	31.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	30.7
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.7
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.7
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	29.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	27.3
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	25.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	24.8
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	24.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	23.4
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.2
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	21.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	20.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

EXOC7 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 31.05

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

46.5

Number of samples

282

Samples

Sample	Description	TPM
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	124.1
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	120.3
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	119.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	119.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	111.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	109.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	107.8
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	106.3
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	105.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	104.4
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	103.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	103.4
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	102.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	102.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	91.0
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	88.1
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	87.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	87.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	87.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	86.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	85.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	84.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	81.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	81.2
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	80.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	80.3
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	80.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	79.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	79.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	78.4
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	78.1
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	76.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	76.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	75.4
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	75.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	74.0
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	73.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	73.0
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	72.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	72.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	72.3
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	71.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	71.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	70.7
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	70.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	69.8
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	69.7
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	69.0
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	68.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	68.5
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	68.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	67.7
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	67.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	67.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	65.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	65.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	65.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	65.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	65.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	64.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	64.1
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	63.7
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	63.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	63.4
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	63.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	62.7
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	62.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	62.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	62.3
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	62.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	61.9
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	61.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	60.9
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	60.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	59.2
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	59.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	58.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	58.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	58.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	58.0
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	57.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	57.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	57.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	57.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	57.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	57.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	56.9
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	56.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	56.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	56.0
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	55.5
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	54.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	54.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	54.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	53.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	53.7
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	53.2
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	52.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	52.7
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	52.4
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	52.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	51.9
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	51.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	51.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	50.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	50.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	50.0
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	49.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	49.2
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	49.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	48.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	48.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	48.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	47.5
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	47.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	46.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	46.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	46.4
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	46.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	46.3
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	45.8
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	45.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	45.6
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	45.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	44.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	44.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	44.9
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	44.9
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	44.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	44.7
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	44.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	44.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	44.2
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	44.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	43.9
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	43.6
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	43.3
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	43.2
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	42.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	42.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	42.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	42.2
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	42.2
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	42.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	42.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	41.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	41.8
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	41.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	41.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	41.1
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	40.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	40.4
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	40.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	40.3
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	39.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	39.7
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	39.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	39.5
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	39.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	39.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	39.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	38.7
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	38.2
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	38.1
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	38.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	38.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	37.9
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	37.8
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	37.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	37.4
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	37.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	36.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	36.7
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	36.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	36.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	36.4
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	36.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	36.1
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	35.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	35.2
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	34.9
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	34.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	34.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	34.8
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	34.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	34.3
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	34.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	34.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	33.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	33.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	33.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	33.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	33.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	33.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	33.0
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	32.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	32.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	32.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	32.5
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	31.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	31.5
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	31.5
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	31.4
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	31.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	31.2
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	31.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	30.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	30.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	30.5
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	30.2
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	30.1
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	30.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	29.9
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	29.9
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	29.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	29.5
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	29.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	28.7
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	28.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	28.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	26.8
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	26.7
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	25.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	25.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	25.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	24.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	24.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	24.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	24.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	24.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	23.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	22.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	22.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	22.5
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	22.3
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	21.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	21.6
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	21.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	21.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	21.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	21.0
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	20.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	19.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	19.1
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	19.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	18.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	18.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	18.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	18.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	18.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	17.5
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	17.4
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	16.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	16.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	16.5
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	16.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	15.0
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	14.7
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	14.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	14.0
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	13.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	13.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	13.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	13.4
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	13.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	13.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	12.8
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	12.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	12.1
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	11.8
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	11.7
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	11.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	11.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	11.0
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	10.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	10.2
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	10.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	9.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	6.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	0.6
CPT0078800003	Tumor	0.5
CPT0079180003	Tumor	0.5
CPT0088970003	Tumor	0.5
CPT0011410003	Tumor	0.4
CPT0021240003	Tumor	0.4
CPT0017410003	Tumor	0.4
CPT0019130003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0078830003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0086950003	Tumor	0.3
CPT0009060003	Tumor	0.3
CPT0025230003	Tumor	0.3
CPT0065870003	Tumor	0.3
CPT0014450004	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0084590001	Normal	0.3
CPT0078510003	Tumor	0.3
CPT0007860003	Tumor	0.3
CPT0092290003	Tumor	0.3
CPT0012550003	Tumor	0.2
CPT0006630003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0079270003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0024670003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0009000003	Tumor	0.2
CPT0012640003	Normal	0.2
CPT0006440003	Tumor	0.2
CPT0069000003	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0069160003	Tumor	0.2
CPT0025170003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0077110003	Tumor	0.2
CPT0075170001	Normal	0.2
CPT0064370003	Tumor	0.2
CPT0001190001	Normal	0.2
CPT0065810003	Tumor	0.2
CPT0066480003	Tumor	0.2
CPT0088630003	Tumor	0.2
CPT0088550004	Tumor	0.2
CPT0017850003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0079430001	Normal	0.2
CPT0077490003	Tumor	0.2
CPT0012570003	Normal	0.2
CPT0092190003	Normal	0.2
CPT0065820001	Normal	0.2
CPT0025880003	Tumor	0.2
CPT0010160003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0014160003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0078930003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0025050003	Tumor	0.1
CPT0000640003	Tumor	0.1
CPT0006530001	Normal	0.1
CPT0063640001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0066470004	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0085670003	Tumor	0.1
CPT0023360001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0012920003	Normal	0.1
CPT0000660001	Normal	0.1
CPT0065930003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0001180009	Tumor	0.1
CPT0076350001	Normal	0.1
CPT0087050003	Normal	0.1
CPT0069190001	Normal	0.1
CPT0084560003	Tumor	0.1
CPT0000780007	Tumor	0.1
CPT0089460004	Tumor	0.1
CPT0082010001	Normal	0.1
CPT0066520001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0013790003	Normal	0.1
CPT0014130001	Normal	0.1
CPT0014470001	Normal	0.1
CPT0078990003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0079510001	Normal	0.1
CPT0088760003	Tumor	0.1
CPT0086830003	Normal	0.0
CPT0025060001	Normal	0.0
CPT0015810003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0075720003	Tumor	0.0
CPT0012290003	Normal	0.0
CPT0025290003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0010170001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0089040001	Normal	0.0
CPT0086970003	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0001350001	Normal	0.0
CPT0065690003	Tumor	0.0
CPT0012770003	Normal	0.0
CPT0088690003	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0089020003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0001540009	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0014370004	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0025580004	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0024680001	Normal	0.0
CPT0088640003	Normal	0.0
CPT0000890001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0065750003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0010110003	Tumor	0.0
CPT0063330001	Normal	0.0
CPT0019160001	Normal	0.0
CPT0088710001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0065450001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0077310003	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0066430001	Normal	0.0
CPT0081600003	Tumor	0.0
CPT0006900003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0006730001	Normal	0.0
CPT0012670003	Tumor	0.0
CPT0025920001	Normal	-0.1
CPT0015730003	Tumor	-0.1
CPT0025610001	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0076330003	Tumor	-0.1
CPT0092790003	Tumor	-0.1
CPT0077140001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0012180003	Tumor	-0.1
CPT0086820003	Tumor	-0.1
CPT0023710001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0009080003	Normal	-0.1
CPT0079230003	Tumor	-0.1
CPT0026420001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0078670001	Normal	-0.1
CPT0075560003	Tumor	-0.1
CPT0023690003	Tumor	-0.1
CPT0088480003	Tumor	-0.1
CPT0075130003	Tumor	-0.1
CPT0002350011	Tumor	-0.1
CPT0092310003	Normal	-0.1
CPT0092800003	Normal	-0.1
CPT0012280003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0001500009	Tumor	-0.1
CPT0081620001	Normal	-0.1
CPT0092740003	Normal	-0.1
CPT0087040003	Tumor	-0.2
CPT0079410003	Tumor	-0.2
CPT0001340003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0063630003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0065430003	Tumor	-0.2
CPT0078530001	Normal	-0.2
CPT0023350003	Tumor	-0.3
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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 HPA022840	Antibody HPA022842
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