Expression of CCDC6 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

CCDC6 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 8.82

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

8.0

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	34.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	15.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	14.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	14.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	14.1
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	13.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	13.0
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	13.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	12.2
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	10.3
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	10.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	10.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	9.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	9.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	9.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	9.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	9.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	8.9
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	8.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	8.5
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	8.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	8.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	8.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	7.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	7.4
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	7.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	7.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	6.9
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	6.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	6.8
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	6.7
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	6.6
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	6.6
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	6.3
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	6.3
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	6.1
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	6.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	5.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	5.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	5.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	5.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	5.7
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	5.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	5.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	4.8
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	4.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	4.4
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	4.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	4.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	3.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	3.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	3.8
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	3.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	2.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	1.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CCDC6 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

16.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	84.3
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	52.4
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	39.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	38.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	38.3
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	38.2
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	38.0
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	37.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	36.9
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	36.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	35.3
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	35.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	34.3
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	33.7
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	32.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	32.8
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	31.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	31.4
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	30.5
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	29.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	29.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	29.2
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	29.1
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	28.8
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	28.8
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	28.1
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	27.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	27.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	27.5
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	27.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	27.2
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	26.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	26.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	26.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	26.6
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	26.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	26.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	26.1
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	25.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	25.5
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	25.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	25.2
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	25.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	25.1
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	25.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	25.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	25.0
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	24.8
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	24.8
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	24.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	24.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	24.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	24.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	24.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	24.0
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	23.9
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	23.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	23.8
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	23.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	23.5
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	23.5
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	23.4
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	23.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	23.3
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	23.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	23.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	23.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	23.1
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	23.1
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	23.1
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	23.1
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	23.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	23.0
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	22.9
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	22.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	22.9
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	22.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	22.6
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	22.6
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	22.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	22.4
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	22.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	22.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	22.1
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.1
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	22.0
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	22.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	22.0
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	21.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	21.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	21.9
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	21.8
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	21.7
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	21.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	21.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	21.6
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	21.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	21.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	21.6
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	21.6
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	21.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	21.5
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	21.4
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	21.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	21.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	21.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	21.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	21.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	21.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	21.2
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	21.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	21.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	21.1
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	21.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	20.9
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	20.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	20.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	20.8
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	20.8
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	20.8
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	20.7
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	20.7
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	20.7
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	20.7
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	20.6
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	20.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	20.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	20.5
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	20.4
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	20.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	20.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	20.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	20.3
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	20.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	20.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	20.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	20.1
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	20.0
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	20.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.9
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	19.8
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	19.8
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	19.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	19.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	19.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	19.7
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	19.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	19.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	19.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	19.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	19.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.4
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	19.4
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	19.4
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	19.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	19.4
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	19.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	19.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	19.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	19.3
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	19.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	19.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	19.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	19.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	19.2
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	19.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	19.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	19.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	19.0
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	19.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	18.9
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	18.9
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	18.9
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	18.8
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	18.8
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	18.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	18.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	18.7
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	18.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	18.7
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	18.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	18.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	18.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	18.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	18.5
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	18.5
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	18.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	18.3
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	18.3
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	18.3
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	18.3
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	18.3
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	18.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	18.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	18.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	18.2
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	18.1
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	18.1
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	18.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	18.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	18.0
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	18.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	18.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	18.0
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	17.9
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	17.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	17.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	17.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	17.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	17.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	17.7
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	17.7
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	17.7
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	17.7
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	17.6
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	17.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	17.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	17.5
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	17.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	17.5
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	17.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	17.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	17.5
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	17.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	17.4
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	17.4
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	17.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	17.3
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	17.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	17.2
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	17.1
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	17.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	17.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	17.0
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	17.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	17.0
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	17.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	16.9
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	16.9
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	16.9
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	16.9
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	16.8
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	16.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	16.7
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	16.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	16.7
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	16.7
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	16.6
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	16.5
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	16.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	16.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	16.4
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	16.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	16.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	16.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	16.3
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	16.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	16.3
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	16.3
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	16.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	16.1
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	16.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	16.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	16.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	16.0
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	15.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	15.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	15.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	15.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	15.9
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	15.8
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	15.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	15.6
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	15.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	15.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	15.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	15.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	15.5
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	15.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	15.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	15.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	15.3
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	15.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	15.3
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	15.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	15.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	15.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	15.1
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	15.0
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	15.0
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	15.0
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	14.9
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	14.9
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	14.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	14.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	14.9
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	14.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	14.8
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	14.7
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	14.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	14.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	14.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	14.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	14.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	14.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	14.6
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	14.5
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	14.5
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	14.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	14.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	14.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	14.5
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	14.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	14.4
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	14.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	14.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	14.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	14.3
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	14.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	14.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	14.2
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	14.2
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	14.2
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	14.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	14.1
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	14.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	14.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	14.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	14.0
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	14.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	14.0
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	13.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	13.9
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	13.8
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	13.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	13.7
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	13.7
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	13.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	13.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	13.5
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	13.5
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	13.5
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	13.5
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	13.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	13.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	13.4
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	13.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.4
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	13.3
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	13.3
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	13.2
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	13.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	13.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	13.1
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	13.0
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	12.9
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	12.9
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	12.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	12.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	12.8
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	12.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	12.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	12.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	12.7
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	12.7
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	12.7
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	12.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	12.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	12.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	12.4
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	12.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	12.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	12.4
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	12.4
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	12.4
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	12.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	12.3
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.3
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	12.3
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	12.3
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	12.2
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	12.2
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	12.1
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	12.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	12.1
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	12.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	12.0
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	12.0
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	12.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	12.0
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	12.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	11.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	11.9
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	11.9
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	11.8
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	11.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	11.8
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	11.7
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	11.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	11.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	11.6
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	11.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	11.5
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	11.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	11.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	11.5
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	11.4
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	11.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	11.3
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	11.2
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	11.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	11.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	11.0
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	11.0
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	10.9
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	10.9
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	10.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	10.7
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	10.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	10.7
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	10.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	10.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	10.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	10.5
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	10.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	10.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	10.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	10.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.4
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	10.3
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	10.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.2
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	10.2
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	10.2
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	10.2
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	10.1
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	10.0
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	10.0
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.9
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	9.9
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	9.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	9.8
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	9.8
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	9.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	9.7
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	9.7
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	9.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	9.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	9.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	9.6
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	9.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	9.5
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	9.5
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	9.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.5
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	9.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	9.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	9.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	9.0
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	9.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	8.8
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	8.7
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	8.6
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	8.6
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	8.6
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	8.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	8.5
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	8.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	8.4
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	8.3
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	8.2
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	8.1
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	8.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	8.1
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	8.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	8.0
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	7.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.9
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.6
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	7.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	7.4
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	7.4
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	7.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	7.3
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	7.2
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	7.1
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.0
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	7.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	6.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	6.7
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	6.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	6.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	6.4
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	6.2
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	5.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	5.1
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	5.1
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.1
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	5.0
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	4.7
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	4.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.9
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	3.5
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	3.3
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CCDC6 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.26

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

22.8

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	54.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	48.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	42.5
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	38.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	37.7
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	35.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	35.4
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	34.8
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	34.4
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	34.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	34.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	33.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	33.0
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	33.0
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	33.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	32.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	31.9
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	30.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	29.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	29.7
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	28.9
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	28.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	28.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	27.7
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	27.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	27.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	27.0
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	26.8
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	26.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	25.8
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	25.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	25.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	24.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	24.7
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	24.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	24.4
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	24.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	24.3
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	23.4
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	23.4
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	23.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	23.2
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	22.9
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	22.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	22.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	22.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	22.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	22.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	22.4
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	22.4
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	22.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	21.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	21.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	20.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	20.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	20.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	20.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	20.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	20.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	20.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	19.9
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	19.5
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	19.3
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	19.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	19.3
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	19.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	18.7
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	18.6
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	18.5
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	18.5
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	17.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	17.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	17.2
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	16.9
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	16.8
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	16.4
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	16.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	15.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	15.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	15.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	15.7
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	15.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	15.2
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	14.8
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	14.2
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	13.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	13.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	12.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	12.6
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	12.2
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.0
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	11.7
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	11.1
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	10.9
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	10.8
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	10.3
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	8.2
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	7.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CCDC6 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.02

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

13.7

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	45.9
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	38.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	33.1
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	31.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	28.7
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.9
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	26.7
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	26.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	26.2
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	26.2
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	25.8
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	25.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	24.0
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	23.6
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	23.3
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	23.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	22.7
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	22.1
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	22.0
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	21.8
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	21.7
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	21.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	21.4
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	21.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	21.3
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	21.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	21.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	20.8
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	20.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	20.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	20.6
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	20.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	20.2
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	20.2
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	20.0
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	19.9
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	19.8
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	19.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	19.3
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	19.2
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	19.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	19.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	18.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	18.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	18.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	18.3
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	18.2
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	18.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	17.9
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	17.9
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	17.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	17.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	17.9
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	17.7
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	17.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	17.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	17.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	17.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	16.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	16.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	16.7
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	16.7
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	16.6
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	16.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	16.5
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	16.5
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	16.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	16.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	16.4
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	16.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	16.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	16.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	16.3
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	16.3
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	16.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	16.1
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	16.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	15.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	15.8
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	15.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	15.7
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	15.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	15.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	15.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	15.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	15.5
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	15.5
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	15.5
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	15.4
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	15.3
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	15.1
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	15.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	15.0
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	15.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	15.0
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	14.9
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	14.9
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	14.7
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	14.7
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	14.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	14.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	14.6
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	14.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	14.5
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	14.5
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	14.5
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	14.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	14.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	14.4
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	14.4
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	14.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	14.3
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	14.2
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	14.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	14.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	14.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	14.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	14.1
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	14.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	14.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	13.9
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	13.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	13.7
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	13.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	13.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	13.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	13.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	13.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	13.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	13.5
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	13.3
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	13.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	13.1
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	13.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	13.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	12.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	12.9
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	12.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	12.8
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	12.8
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	12.7
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	12.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	12.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	12.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	12.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	12.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	12.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.2
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	12.1
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	12.1
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	12.1
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	12.1
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	12.0
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	11.9
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	11.9
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	11.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	11.9
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	11.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	11.9
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	11.9
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	11.9
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	11.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	11.7
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	11.7
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	11.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	11.6
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	11.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	11.4
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	11.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	11.3
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	11.3
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	11.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	11.3
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	11.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	11.2
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	11.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	11.2
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	11.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	11.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	11.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	10.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	10.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	10.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	10.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	10.8
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	10.7
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	10.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	10.7
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	10.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	10.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	10.6
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	10.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	10.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	10.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	10.4
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	10.3
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	10.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	10.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	10.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	10.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	10.1
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	10.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	10.0
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	10.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	10.0
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	10.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	10.0
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	10.0
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	10.0
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.9
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	9.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	9.8
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	9.7
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	9.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	9.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	9.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	9.6
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	9.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	9.4
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	9.4
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	9.3
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	9.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	9.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	9.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	9.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	9.1
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	9.1
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	9.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	9.0
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.9
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	8.9
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	8.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	8.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	8.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	8.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	8.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	8.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	8.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.0
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	7.9
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	7.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	7.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	7.8
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	7.8
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	7.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	7.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	7.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	7.1
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	7.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	7.1
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	6.9
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	6.8
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	6.8
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	6.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	6.7
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	6.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	6.5
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.4
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	6.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	5.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	5.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	5.5
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	5.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	5.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	5.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.9
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	4.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	4.2
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	4.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	2.6
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	2.2
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0002270011	Tumor	0.9
CPT0011410003	Tumor	0.9
CPT0001180009	Tumor	0.9
CPT0088970003	Tumor	0.8
CPT0012550003	Tumor	0.7
CPT0023350003	Tumor	0.7
CPT0021240003	Tumor	0.6
CPT0025230003	Tumor	0.6
CPT0001340003	Tumor	0.5
CPT0012280003	Tumor	0.5
CPT0011240003	Tumor	0.5
CPT0025050003	Tumor	0.4
CPT0014450004	Tumor	0.4
CPT0024670003	Tumor	0.4
CPT0009060003	Tumor	0.3
CPT0001540009	Tumor	0.3
CPT0076330003	Tumor	0.3
CPT0015810003	Tumor	0.3
CPT0088480003	Tumor	0.3
CPT0086820003	Tumor	0.3
CPT0009000003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0019130003	Tumor	0.3
CPT0018250001	Normal	0.3
CPT0086360003	Tumor	0.2
CPT0076350001	Normal	0.2
CPT0065430003	Tumor	0.2
CPT0088550004	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0088900003	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0002350011	Tumor	0.2
CPT0017450001	Normal	0.2
CPT0081600003	Tumor	0.2
CPT0001260009	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0012370003	Tumor	0.2
CPT0007320003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0078800003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0065450001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0012080003	Tumor	0.2
CPT0065750003	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0064370003	Tumor	0.2
CPT0065930003	Tumor	0.1
CPT0085670003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0001350001	Normal	0.1
CPT0081880003	Tumor	0.1
CPT0077140001	Normal	0.1
CPT0079430001	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0063320003	Tumor	0.1
CPT0012090003	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0017850003	Tumor	0.1
CPT0024680001	Normal	0.1
CPT0077320001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0006530001	Normal	0.1
CPT0086030003	Tumor	0.1
CPT0089020003	Tumor	0.1
CPT0084560003	Tumor	0.1
CPT0010160003	Tumor	0.1
CPT0006900003	Tumor	0.1
CPT0092160003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0023360001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0092290003	Tumor	0.1
CPT0079410003	Tumor	0.1
CPT0078510003	Tumor	0.1
CPT0084590001	Normal	0.1
CPT0025610001	Normal	0.1
CPT0077490003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0012180003	Tumor	0.1
CPT0012570003	Normal	0.1
CPT0066480003	Tumor	0.1
CPT0013790003	Normal	0.0
CPT0081990003	Tumor	0.0
CPT0010120001	Normal	0.0
CPT0092190003	Normal	0.0
CPT0063640001	Normal	0.0
CPT0065810003	Tumor	0.0
CPT0000780007	Tumor	0.0
CPT0088630003	Tumor	0.0
CPT0020130001	Normal	0.0
CPT0006730001	Normal	0.0
CPT0071150004	Tumor	0.0
CPT0077500001	Normal	0.0
CPT0014160003	Tumor	0.0
CPT0086830003	Normal	0.0
CPT0088710001	Normal	0.0
CPT0001190001	Normal	0.0
CPT0014350001	Normal	0.0
CPT0089040001	Normal	0.0
CPT0092740003	Normal	0.0
CPT0063630003	Tumor	0.0
CPT0000890001	Normal	0.0
CPT0086950003	Tumor	0.0
CPT0014370004	Tumor	0.0
CPT0079180003	Tumor	0.0
CPT0078840001	Normal	0.0
CPT0025110003	Tumor	0.0
CPT0081620001	Normal	0.0
CPT0087050003	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0075570001	Normal	0.0
CPT0092790003	Tumor	0.0
CPT0007870001	Normal	0.0
CPT0000790001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0089460004	Tumor	0.0
CPT0079270003	Tumor	0.0
CPT0069010001	Normal	0.0
CPT0007470001	Normal	0.0
CPT0006950001	Normal	0.0
CPT0089480003	Normal	0.0
CPT0014470001	Normal	0.0
CPT0092800003	Normal	0.0
CPT0088570001	Normal	0.0
CPT0086870003	Tumor	0.0
CPT0015910003	Tumor	0.0
CPT0078930003	Tumor	-0.1
CPT0025290003	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0088780001	Normal	-0.1
CPT0078990003	Tumor	-0.1
CPT0075560003	Tumor	-0.1
CPT0066520001	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0086370003	Normal	-0.1
CPT0020020001	Normal	-0.1
CPT0014130001	Normal	-0.1
CPT0012920003	Normal	-0.1
CPT0025580004	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0092310003	Normal	-0.1
CPT0065870003	Tumor	-0.1
CPT0012290003	Normal	-0.1
CPT0001500009	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0002370001	Normal	-0.1
CPT0023690003	Tumor	-0.1
CPT0025350003	Tumor	-0.1
CPT0075170001	Normal	-0.1
CPT0079000001	Normal	-0.1
CPT0065820001	Normal	-0.1
CPT0077310003	Tumor	-0.1
CPT0082010001	Normal	-0.1
CPT0000870016	Tumor	-0.1
CPT0023710001	Normal	-0.1
CPT0069160003	Tumor	-0.1
CPT0088500001	Normal	-0.1
CPT0077110003	Tumor	-0.2
CPT0069000003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0015730003	Tumor	-0.2
CPT0006630003	Tumor	-0.2
CPT0079510001	Normal	-0.2
CPT0078670001	Normal	-0.2
CPT0092730003	Tumor	-0.2
CPT0009020003	Normal	-0.2
CPT0088690003	Tumor	-0.2
CPT0075130003	Tumor	-0.2
CPT0020120003	Tumor	-0.2
CPT0066470004	Tumor	-0.2
CPT0012640003	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0025920001	Normal	-0.2
CPT0012900004	Tumor	-0.2
CPT0007860003	Tumor	-0.2
CPT0063330001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0088760003	Tumor	-0.2
CPT0069190001	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0079300001	Normal	-0.3
CPT0000640003	Tumor	-0.4
CPT0078660003	Tumor	-0.5
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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 HPA019049	Antibody HPA019051
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