Expression of CCDC115 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

CCDC115 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 13.45

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

20.8

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	53.5
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	43.4
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	41.6
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	40.3
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	38.7
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	37.8
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	35.2
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	34.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	34.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	34.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	31.8
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	29.8
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	29.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	29.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	28.7
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	28.2
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	25.1
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	24.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	24.8
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	23.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	22.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	22.3
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	21.9
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	21.4
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	21.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	20.9
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	20.4
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	20.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	19.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	18.9
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	18.7
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	18.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	18.4
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	18.4
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	17.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	17.4
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	17.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	17.2
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	17.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	16.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	15.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	14.9
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	14.8
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	14.8
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	14.7
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	14.2
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	13.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	13.4
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	13.3
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	12.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	12.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	11.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	11.6
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	11.4
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	11.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	11.2
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	10.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	10.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	9.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	8.5
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	7.8
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	6.4
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	6.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CCDC115 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.61

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

34.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	104.0
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	82.4
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	73.5
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	72.1
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	71.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	70.7
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	69.7
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	63.8
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	63.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	63.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	63.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	61.5
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	61.5
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	61.4
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	60.3
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	60.1
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	59.9
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	58.1
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	57.7
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	57.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	57.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	57.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	56.9
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	56.8
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	56.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	56.2
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	55.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	55.6
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	55.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	54.9
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	54.6
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	54.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	54.2
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	53.5
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	53.4
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	53.1
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	52.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	52.2
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	51.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	51.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	51.4
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	51.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	51.3
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	51.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	51.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	50.8
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	50.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	50.4
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	50.3
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	50.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	50.0
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	49.8
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	49.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	49.7
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	49.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	49.5
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	49.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	49.5
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	49.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	49.1
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	48.9
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	48.4
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	48.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	48.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	48.1
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	48.1
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	48.1
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	47.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	47.6
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	47.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	47.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	47.5
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	47.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	47.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	47.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	47.3
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	47.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	47.1
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	47.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	47.0
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	46.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	46.8
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	46.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	46.5
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	46.2
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	46.2
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	46.1
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	46.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	45.9
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	45.9
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	45.7
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	45.6
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	45.4
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	45.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	45.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	45.3
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	45.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	45.1
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	45.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	44.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	44.8
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	44.7
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	44.7
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	44.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	44.5
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	44.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	44.3
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	44.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	44.2
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	44.2
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	44.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	44.1
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	43.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	43.8
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	43.7
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	43.7
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	43.7
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	43.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	43.6
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	43.6
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	43.4
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	43.2
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	43.1
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	43.1
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	43.0
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	42.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	42.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	42.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	42.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	42.6
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	42.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	42.4
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	42.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	42.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	42.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	42.3
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	42.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	42.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	42.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	42.1
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	41.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	41.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	41.6
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	41.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	41.5
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	41.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	41.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	41.3
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	41.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	41.0
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	40.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	40.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	40.8
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	40.7
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	40.6
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	40.4
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	40.1
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	40.1
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	40.0
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	40.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	40.0
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	39.8
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	39.8
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	39.7
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	39.6
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	39.6
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	39.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	39.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	39.4
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	39.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	39.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	39.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	39.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	39.0
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	38.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	38.9
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	38.8
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	38.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	38.8
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	38.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	38.6
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	38.6
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	38.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	38.5
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	38.5
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	38.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	38.2
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	38.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	38.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	37.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	37.9
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	37.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	37.8
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	37.8
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	37.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	37.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	37.6
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	37.5
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	37.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	37.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	37.4
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	37.4
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	37.3
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	37.3
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	37.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	37.2
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	37.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	37.2
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	36.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	36.8
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	36.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	36.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	36.6
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	36.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	36.5
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	36.5
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	36.4
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	36.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	36.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	36.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	36.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	35.9
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	35.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	35.8
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	35.8
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	35.7
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	35.7
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	35.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	35.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	35.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	35.5
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	35.3
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	35.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	35.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	35.2
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	35.2
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	35.0
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	35.0
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	35.0
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	34.9
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	34.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	34.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	34.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	34.8
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	34.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	34.7
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	34.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	34.7
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	34.5
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	34.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	34.5
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	34.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	34.4
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	34.3
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	34.2
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	34.0
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	34.0
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	33.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	33.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	33.7
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	33.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	33.5
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	33.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	33.5
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	33.4
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	33.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	33.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	33.2
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	33.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	33.0
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	33.0
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	32.9
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	32.9
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	32.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	32.7
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	32.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	32.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	32.5
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	32.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	32.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	32.3
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	32.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	32.3
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	32.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	32.2
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	32.1
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	32.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	32.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	32.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	32.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	31.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	31.9
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	31.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	31.8
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	31.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	31.7
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	31.6
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	31.6
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	31.5
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	31.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	31.5
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	31.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	31.4
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	31.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	31.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	31.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	31.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	31.1
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	31.0
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	30.9
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	30.9
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	30.8
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	30.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	30.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	30.5
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	30.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	30.3
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	30.3
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	30.3
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	30.3
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	30.2
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	30.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	30.0
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	29.9
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	29.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	29.9
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	29.9
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	29.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	29.8
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	29.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	29.6
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	29.6
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	29.5
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	29.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	29.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	29.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	29.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.4
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	29.3
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	29.3
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	29.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	29.1
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	28.9
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	28.9
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	28.9
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	28.9
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	28.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.8
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	28.8
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	28.7
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	28.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	28.6
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	28.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	28.6
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	28.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	28.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	28.5
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	28.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	28.4
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	28.1
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	28.1
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	27.9
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	27.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	27.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	27.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	27.5
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	27.3
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	27.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	27.3
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	27.3
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	27.2
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	27.2
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	27.2
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	27.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	27.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	26.8
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	26.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	26.8
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	26.8
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	26.7
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	26.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	26.7
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	26.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	26.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	26.4
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	26.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	26.3
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	26.2
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	26.1
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	25.8
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	25.7
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	25.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	25.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	25.3
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	25.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	25.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	25.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	25.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	25.0
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	25.0
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	25.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	24.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	24.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	24.4
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	24.3
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	24.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	24.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	24.0
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	24.0
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	23.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	23.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	23.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	23.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.8
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	23.8
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	23.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	23.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	23.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	23.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	23.3
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	23.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	23.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	23.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	22.9
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	22.5
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	22.5
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	22.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	22.2
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	21.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	21.8
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	21.5
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	20.9
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	20.9
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	20.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	20.7
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	20.6
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	20.5
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	20.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	20.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	20.3
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	20.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	20.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	20.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	20.0
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	19.9
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	19.9
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	19.8
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	19.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	19.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	19.6
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	19.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	19.6
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	19.5
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.4
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	19.4
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	19.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	19.4
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	19.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	18.8
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	18.6
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	18.6
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	18.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	18.2
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	18.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	18.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	17.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	17.7
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	17.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	17.4
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	17.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	16.9
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	16.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	16.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	16.0
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	16.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	16.0
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	16.0
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	15.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	15.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	15.1
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	15.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	14.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	14.6
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	14.5
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	14.5
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	14.3
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	14.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	14.2
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	13.6
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	13.2
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	13.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.0
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	12.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	12.5
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	12.3
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	12.0
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	11.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	11.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	11.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	11.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	10.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	10.9
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	10.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	10.8
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	10.4
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	9.7
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	9.7
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	9.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	9.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	8.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	8.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	7.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	4.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	3.7
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CCDC115 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.49

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

34.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	65.3
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	60.5
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	60.5
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	60.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	55.2
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	52.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	51.7
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	49.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	47.8
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	47.2
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	46.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	46.3
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	46.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	44.8
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	44.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	44.4
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	43.8
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	43.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	42.9
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	41.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	41.6
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	41.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	41.4
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	41.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	40.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	40.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	40.6
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	40.2
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	39.5
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	38.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	38.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	38.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	38.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	38.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	38.2
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	38.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	37.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	37.2
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	36.8
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	36.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	36.0
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	35.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	35.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	35.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	35.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	34.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	33.9
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	33.8
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	33.8
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	33.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	33.5
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	33.2
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	33.1
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	33.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	32.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	32.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	32.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	32.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	31.8
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	31.5
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	31.4
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	31.4
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.9
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	30.6
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	30.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	30.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	29.9
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	29.6
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	29.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	29.1
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	28.6
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	28.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	28.2
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	28.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	27.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	27.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	26.8
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	26.7
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	26.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	26.2
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	25.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	25.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	24.7
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	23.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	23.2
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	23.0
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	22.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	22.9
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	22.8
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	22.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	22.5
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	22.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	22.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	20.1
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	19.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	19.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	17.3
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	15.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	11.8
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CCDC115 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.23

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

31.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	83.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	79.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	78.4
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	75.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	73.9
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	70.3
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	67.1
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	66.8
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	65.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	62.1
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	61.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	61.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	60.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	60.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	59.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	57.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	56.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	55.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	55.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	54.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	54.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	53.5
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	53.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	52.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	52.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	52.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	52.2
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	52.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	51.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	51.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	51.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	50.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	50.8
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	50.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	50.3
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	49.9
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	49.7
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	49.3
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	48.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	48.7
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	48.7
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	48.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	47.4
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	47.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	47.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	47.1
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	47.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	46.3
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	46.2
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	46.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	45.4
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	44.6
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	44.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	44.5
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	43.8
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	43.8
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	43.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	43.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	43.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	43.3
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	43.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	42.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	42.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	42.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	41.6
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	40.9
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	40.5
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	40.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	40.1
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	40.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	39.9
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	39.5
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	39.5
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	39.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	39.2
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	39.0
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	38.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	38.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	38.7
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	38.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	38.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	38.3
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	38.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	38.2
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	38.1
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	37.7
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	37.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	37.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	37.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	36.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	36.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	36.7
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	36.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	36.5
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	36.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	36.3
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	36.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	36.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	36.1
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	35.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	35.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	35.5
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	35.5
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	35.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	35.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	35.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	35.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	35.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	35.0
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	34.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	34.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	34.8
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	34.2
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	33.9
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	33.9
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	33.3
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	33.1
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	33.0
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	32.9
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	32.8
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	32.4
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	32.3
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	32.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	32.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	32.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	32.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	32.2
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	32.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	32.0
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	32.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	31.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	31.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	31.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	31.0
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	30.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	30.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	30.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	29.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	29.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	29.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	29.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	29.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	28.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	28.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	28.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	28.6
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	28.6
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	28.5
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	28.5
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	28.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	28.3
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	28.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	28.1
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	28.0
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	27.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	27.7
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	27.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.4
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	27.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	27.3
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	27.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	27.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	27.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	27.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	26.8
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	26.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	26.8
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	26.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	26.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	26.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	26.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	26.1
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	25.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	25.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	25.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	25.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	25.7
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	25.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	25.2
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	25.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	25.0
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	25.0
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	24.8
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	24.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	24.6
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	24.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	24.5
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	24.5
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	24.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	24.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	24.1
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	23.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	23.9
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	23.9
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	23.9
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	23.9
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	23.6
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	23.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	23.4
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	23.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	23.3
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	23.2
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	22.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	22.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	22.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	21.8
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	21.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	21.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	21.6
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	21.5
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	21.5
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	21.5
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	21.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	21.3
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	21.1
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	21.1
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	21.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	20.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	20.8
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	20.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	20.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	20.3
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	20.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	20.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	20.0
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	19.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	19.9
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	19.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	19.7
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	19.6
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	19.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	19.4
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	19.2
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	18.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	18.8
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	18.5
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	18.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	18.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	18.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	18.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	17.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	17.9
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	17.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	17.5
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	17.4
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	17.3
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	17.1
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	16.9
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	16.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	16.7
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	16.5
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	16.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	15.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	15.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	15.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	15.1
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	14.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	14.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	13.7
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	12.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	12.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	12.7
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	12.6
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	12.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	11.8
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	11.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	11.6
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	11.5
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	11.4
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.4
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	10.4
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	9.1
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	7.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	4.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	3.8
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	0.5
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	0.4
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	0.3
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	0.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	0.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0088550004	Tumor	1.1
CPT0001500009	Tumor	0.7
CPT0000640003	Tumor	0.5
CPT0002350011	Tumor	0.5
CPT0002270011	Tumor	0.4
CPT0079180003	Tumor	0.4
CPT0092290003	Tumor	0.4
CPT0012280003	Tumor	0.4
CPT0076330003	Tumor	0.4
CPT0075560003	Tumor	0.4
CPT0078800003	Tumor	0.4
CPT0079270003	Tumor	0.4
CPT0025110003	Tumor	0.3
CPT0017850003	Tumor	0.3
CPT0001340003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0023350003	Tumor	0.3
CPT0000870016	Tumor	0.3
CPT0017410003	Tumor	0.3
CPT0014350001	Normal	0.3
CPT0012900004	Tumor	0.3
CPT0012180003	Tumor	0.3
CPT0088630003	Tumor	0.3
CPT0023710001	Normal	0.3
CPT0065810003	Tumor	0.3
CPT0014160003	Tumor	0.3
CPT0076350001	Normal	0.3
CPT0079430001	Normal	0.3
CPT0077140001	Normal	0.3
CPT0012670003	Tumor	0.2
CPT0078840001	Normal	0.2
CPT0001180009	Tumor	0.2
CPT0086360003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0025350003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0078530001	Normal	0.2
CPT0018250001	Normal	0.2
CPT0092740003	Normal	0.2
CPT0012080003	Tumor	0.2
CPT0001350001	Normal	0.2
CPT0001190001	Normal	0.2
CPT0081620001	Normal	0.2
CPT0079510001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0023690003	Tumor	0.2
CPT0025920001	Normal	0.2
CPT0000890001	Normal	0.2
CPT0025880003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0088640003	Normal	0.2
CPT0065930003	Tumor	0.2
CPT0010170001	Normal	0.2
CPT0084560003	Tumor	0.2
CPT0006900003	Tumor	0.1
CPT0012370003	Tumor	0.1
CPT0017450001	Normal	0.1
CPT0007870001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0015810003	Tumor	0.1
CPT0078830003	Tumor	0.1
CPT0063640001	Normal	0.1
CPT0007860003	Tumor	0.1
CPT0092790003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0009020003	Normal	0.1
CPT0086830003	Normal	0.1
CPT0019160001	Normal	0.1
CPT0023360001	Normal	0.1
CPT0006730001	Normal	0.1
CPT0084590001	Normal	0.1
CPT0007320003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0089040001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0026420001	Normal	0.1
CPT0075130003	Tumor	0.1
CPT0088780001	Normal	0.1
CPT0079380003	Tumor	0.1
CPT0015910003	Tumor	0.1
CPT0009080003	Normal	0.1
CPT0012090003	Normal	0.1
CPT0012920003	Normal	0.1
CPT0078990003	Tumor	0.1
CPT0007470001	Normal	0.1
CPT0092800003	Normal	0.1
CPT0077320001	Normal	0.1
CPT0006630003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0000660001	Normal	0.0
CPT0001270001	Normal	0.0
CPT0078940001	Normal	0.0
CPT0002370001	Normal	0.0
CPT0066470004	Tumor	0.0
CPT0009000003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0006440003	Tumor	0.0
CPT0086870003	Tumor	0.0
CPT0010160003	Tumor	0.0
CPT0089480003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0086820003	Tumor	0.0
CPT0065750003	Tumor	0.0
CPT0088760003	Tumor	0.0
CPT0087050003	Normal	0.0
CPT0012770003	Normal	0.0
CPT0078670001	Normal	0.0
CPT0025290003	Tumor	0.0
CPT0088500001	Normal	0.0
CPT0082010001	Normal	0.0
CPT0011410003	Tumor	0.0
CPT0063630003	Tumor	0.0
CPT0065450001	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0019990003	Tumor	0.0
CPT0075170001	Normal	0.0
CPT0075720003	Tumor	0.0
CPT0078660003	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0079000001	Normal	0.0
CPT0088920001	Normal	0.0
CPT0001260009	Tumor	0.0
CPT0088480003	Tumor	0.0
CPT0001510001	Normal	0.0
CPT0025060001	Normal	0.0
CPT0006530001	Normal	0.0
CPT0001220008	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0081990003	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0077490003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0088970003	Tumor	0.0
CPT0066430001	Normal	0.0
CPT0079480003	Tumor	0.0
CPT0019130003	Tumor	0.0
CPT0000790001	Normal	0.0
CPT0063330001	Normal	-0.1
CPT0079410003	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0092160003	Tumor	-0.1
CPT0000780007	Tumor	-0.1
CPT0025610001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0069000003	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0078930003	Tumor	-0.1
CPT0075570001	Normal	-0.1
CPT0081600003	Tumor	-0.1
CPT0089460004	Tumor	-0.1
CPT0064400001	Normal	-0.1
CPT0020120003	Tumor	-0.1
CPT0065870003	Tumor	-0.1
CPT0088710001	Normal	-0.1
CPT0015730003	Tumor	-0.1
CPT0086890003	Normal	-0.1
CPT0088900003	Tumor	-0.1
CPT0063320003	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0088570001	Normal	-0.1
CPT0011240003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0024670003	Tumor	-0.1
CPT0092310003	Normal	-0.1
CPT0065690003	Tumor	-0.1
CPT0026410003	Tumor	-0.1
CPT0025230003	Tumor	-0.2
CPT0079300001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0014130001	Normal	-0.2
CPT0025170003	Tumor	-0.2
CPT0009060003	Tumor	-0.2
CPT0012570003	Normal	-0.2
CPT0024680001	Normal	-0.2
CPT0065430003	Tumor	-0.2
CPT0088690003	Tumor	-0.2
CPT0013790003	Normal	-0.2
CPT0064370003	Tumor	-0.2
CPT0081880003	Tumor	-0.2
CPT0012550003	Tumor	-0.2
CPT0012640003	Normal	-0.2
CPT0001540009	Tumor	-0.3
CPT0010120001	Normal	-0.3
CPT0010110003	Tumor	-0.3
CPT0069160003	Tumor	-0.3
CPT0086030003	Tumor	-0.3
CPT0014450004	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 HPA034598
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