Expression of KCTD3 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

KCTD3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 12.9

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

10.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	36.1
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	29.4
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	27.6
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	26.4
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	22.3
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	22.0
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	18.9
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	18.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	17.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	16.7
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	16.1
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	15.6
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	15.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	14.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	14.1
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	14.0
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	13.6
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	13.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	13.3
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	12.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	12.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	11.7
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	10.9
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	10.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	10.4
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	10.0
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	9.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	9.2
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	9.1
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	9.0
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	8.5
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	8.4
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	8.3
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	8.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.9
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	7.9
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	7.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	7.0
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	6.9
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	6.8
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	6.7
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	6.4
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	6.0
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	5.8
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	5.8
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	5.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	5.7
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.7
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	5.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	5.4
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	5.4
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	4.9
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	4.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	4.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	4.7
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	4.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	4.0
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.7
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	3.5
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	3.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	3.3
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	3.0
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	1.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KCTD3 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 23.51

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

34.9

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	136.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	109.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	106.8
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	102.0
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	101.1
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	99.2
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	97.9
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	97.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	87.6
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	87.6
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	79.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	78.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	77.6
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	76.8
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	76.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	76.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	76.1
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	74.4
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	72.3
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	72.1
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	72.1
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	71.9
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	71.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	71.8
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	71.4
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	71.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	71.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	70.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	70.1
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	70.0
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	69.9
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	68.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	67.9
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	67.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	66.8
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	66.3
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	65.5
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	65.4
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	65.3
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	65.0
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	64.9
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	64.7
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	63.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	62.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	61.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	61.6
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	61.2
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	60.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	60.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	60.5
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	60.4
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	60.0
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	59.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	59.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	59.5
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	59.2
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	58.7
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	58.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	58.5
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	57.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	57.7
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	57.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	57.6
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	57.6
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	57.4
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	57.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	57.1
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	57.1
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	56.8
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	56.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	56.6
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	56.6
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	56.6
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	56.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	56.0
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	55.6
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	55.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	55.1
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	54.9
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	54.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	54.1
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	54.0
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	54.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	53.9
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	53.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	53.7
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	53.6
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	53.4
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	53.4
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	53.3
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	53.1
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	52.7
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	52.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	52.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	52.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	52.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	51.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	51.4
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	51.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	51.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	50.2
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	50.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	50.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	49.9
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	49.6
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	49.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	48.7
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	48.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	48.4
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	48.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	48.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	48.1
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	47.9
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	47.6
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	47.5
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	47.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	47.2
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	47.1
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	47.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	47.1
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	47.0
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	46.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	46.3
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	45.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	45.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	45.3
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	45.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	45.2
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	45.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	45.1
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	45.0
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	44.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	44.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	44.5
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	44.5
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	44.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	44.4
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	44.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	44.2
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	44.1
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	44.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	44.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	43.7
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	43.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	43.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	43.4
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	43.3
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	43.3
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	43.2
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	43.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	43.1
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	42.9
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	42.9
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	42.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	42.7
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	42.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	42.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	42.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	42.3
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	42.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	42.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	41.9
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	41.9
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	41.5
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	41.4
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	41.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	41.2
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	41.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	40.9
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	40.9
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	40.8
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	40.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	40.6
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	40.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	40.4
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	40.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	40.2
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	40.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	40.2
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	40.1
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	40.0
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	40.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	40.0
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	39.8
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	39.7
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	39.6
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	39.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	39.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	39.3
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	39.3
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	39.2
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	39.1
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	39.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	38.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	38.6
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	38.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	38.5
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	38.5
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	38.4
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	38.2
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	38.2
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	38.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	38.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	38.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	37.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	37.9
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	37.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	37.8
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	37.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	37.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	37.3
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	37.2
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	37.0
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	37.0
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	36.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	36.9
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	36.8
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	36.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	36.7
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	36.3
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	36.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	36.2
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	36.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	35.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	35.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	35.7
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	35.6
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	35.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	35.2
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	35.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	35.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	34.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	34.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	34.8
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	34.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	34.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	34.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	34.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	34.5
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	34.3
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	34.3
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	34.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	34.3
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	34.2
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	34.2
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	33.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	33.8
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	33.7
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	33.5
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	33.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	33.4
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	33.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	33.2
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	33.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	33.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	33.0
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	33.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	32.9
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	32.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	32.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	32.7
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	32.7
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	32.6
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	32.6
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	32.5
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	32.5
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	32.4
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	32.2
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	32.1
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	32.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	31.9
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	31.9
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	31.8
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	31.8
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	31.7
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	31.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	31.5
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	31.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	31.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	31.3
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	31.3
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	31.2
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	31.1
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	31.1
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	31.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	31.0
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	31.0
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	30.9
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	30.8
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	30.7
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	30.6
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	30.6
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	30.6
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	30.5
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	30.5
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	30.2
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	30.2
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	30.1
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	30.1
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	30.1
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	30.0
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	29.7
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	29.6
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	29.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	29.4
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	29.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	29.1
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	29.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	29.0
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	28.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	28.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	28.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	28.5
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	28.4
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	28.2
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	27.8
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	27.8
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	27.7
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	27.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	27.5
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	27.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	27.2
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	27.0
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	26.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	26.8
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	26.8
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	26.6
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	26.6
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	26.4
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	26.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	26.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	26.3
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	26.1
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	25.6
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	25.5
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	25.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	25.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	25.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	24.9
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	24.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	24.8
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	24.8
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	24.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	24.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	24.3
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	24.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	24.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	24.2
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	24.1
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	24.1
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	24.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	24.0
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	23.8
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	23.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	23.7
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	23.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	23.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	23.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	23.3
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	23.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	23.0
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	23.0
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	23.0
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	22.8
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	22.5
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	22.3
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	22.3
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	22.1
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	22.0
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	22.0
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	21.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	21.8
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	21.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	21.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	21.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	21.3
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.2
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	21.2
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	21.0
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	20.9
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	20.9
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	20.8
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	20.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	20.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	20.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	20.6
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	20.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	20.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	20.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	20.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	20.3
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	20.1
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	20.1
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	19.9
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	19.9
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	19.8
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	19.6
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	19.5
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	19.5
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	19.3
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	19.3
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	19.0
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	18.9
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	18.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	18.5
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	18.5
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	18.4
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	18.3
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	18.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	18.1
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	18.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	18.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	17.7
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	17.4
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	17.2
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	17.2
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	16.9
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	16.9
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	16.7
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	16.6
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	16.6
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	16.4
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	16.3
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	16.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	16.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	16.0
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	15.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	15.9
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	15.9
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	15.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	15.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	15.6
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	15.5
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	15.3
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	15.2
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	15.2
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	15.0
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	14.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	14.8
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	14.8
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	14.6
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	14.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	14.4
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	14.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	14.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	14.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	14.0
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	13.9
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	13.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	13.7
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	13.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	13.2
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	13.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	12.9
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	12.9
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	12.8
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	12.8
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	12.8
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	12.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	12.7
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	12.4
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	12.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	12.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	12.0
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	11.9
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	11.9
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	11.9
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	11.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	11.7
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	11.4
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	11.0
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	10.8
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	10.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	10.7
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	10.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	10.5
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	9.9
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	9.9
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	9.9
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	9.6
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	9.6
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	9.6
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	9.3
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	9.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	9.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.2
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	9.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	8.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	8.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	8.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.4
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	8.2
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	7.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	7.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	7.0
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	7.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	6.7
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	6.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	6.1
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	5.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	5.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	5.7
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	5.5
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	5.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	5.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	4.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	4.6
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.5
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	4.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	3.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	2.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	2.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KCTD3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 36.93

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

53.7

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	222.5
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	154.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	150.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	118.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	96.0
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	89.8
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	88.0
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	83.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	81.4
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	75.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	74.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	73.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	72.9
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	72.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	69.9
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	68.9
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	68.0
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	68.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	67.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	66.7
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	66.3
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	65.9
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	65.5
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	64.9
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	64.7
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	64.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	64.2
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	64.0
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	63.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	62.2
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	62.0
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	59.9
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	59.9
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	59.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	58.7
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	58.6
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	57.0
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	55.9
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	55.8
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	54.8
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	54.6
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	53.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	53.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	52.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	52.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	51.9
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	51.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	51.5
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	50.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	49.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	49.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	48.2
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	48.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	47.4
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	46.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	46.2
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	45.9
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	45.7
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	45.5
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	43.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	43.8
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	42.6
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	42.1
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	42.0
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	41.9
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	41.5
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	41.5
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	41.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	40.9
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.6
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	40.5
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	40.5
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	40.3
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	40.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	38.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	38.5
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	38.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	37.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	37.0
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	36.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	36.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	36.4
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	35.6
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	31.5
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	30.8
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	30.0
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	29.9
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	29.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	27.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	26.3
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	23.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	23.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	21.1
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	20.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	19.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.3
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	15.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	14.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	11.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	9.2
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KCTD3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 20.11

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

20.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	251.6
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	104.8
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	93.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	82.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	72.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	59.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	57.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	53.9
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	53.3
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	52.4
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	50.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	49.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	48.4
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	47.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	46.9
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	46.1
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	46.0
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	45.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	45.8
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	40.6
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	40.1
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	39.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	38.9
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	38.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	37.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	37.2
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	35.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	35.7
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	35.6
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	35.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	35.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	35.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	35.0
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	35.0
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	34.2
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	33.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	33.7
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	33.2
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	33.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	33.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	33.0
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	33.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	32.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	32.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	31.8
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	31.6
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	31.4
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	31.1
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	30.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	30.5
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	30.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	30.3
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	30.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	29.2
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	29.1
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	29.1
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	28.8
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	28.8
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	28.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	28.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	28.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	28.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	27.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	27.6
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	27.4
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.3
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	27.0
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	26.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	26.6
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	26.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	26.3
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	26.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	25.9
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	25.8
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	25.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	25.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	25.1
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	25.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	25.0
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	24.8
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	24.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	24.6
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	24.6
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	24.2
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	23.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	23.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	23.5
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	23.5
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	23.5
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	23.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	23.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	23.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	22.9
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	22.9
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	22.9
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	22.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	22.8
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	22.5
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	22.4
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	22.4
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	22.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	22.0
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	21.9
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	21.8
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	21.8
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	21.1
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	21.0
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	20.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	20.2
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	20.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	20.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	20.0
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	19.8
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	19.6
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	19.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	19.5
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	19.4
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	19.4
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	19.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	19.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	18.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	18.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	18.9
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	18.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	18.7
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	18.7
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	18.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	18.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	18.3
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	18.2
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	17.7
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	17.6
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	17.6
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	17.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	17.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	17.0
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	17.0
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	17.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	16.7
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	16.4
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	16.4
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	16.4
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.3
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	16.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	16.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	16.1
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	16.1
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	16.0
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	15.9
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	15.9
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	15.4
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	15.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	15.2
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	15.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	15.1
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	15.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	14.9
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	14.8
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	14.8
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	14.8
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	14.7
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	14.6
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	14.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.6
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	14.5
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.4
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	14.3
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	14.2
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	14.2
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	14.1
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	14.1
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	14.0
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	14.0
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	13.9
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	13.9
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	13.8
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	13.7
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	13.5
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	13.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	13.1
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	12.8
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	12.7
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	12.7
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	12.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	12.5
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	12.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	12.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	12.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	12.2
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	12.1
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	12.1
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	12.0
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	12.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	11.6
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	11.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	11.1
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	11.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	10.7
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.4
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	10.3
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	10.3
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	10.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	10.2
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	10.2
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	10.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	10.1
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	10.0
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	9.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	9.6
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	9.6
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	9.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	9.4
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	9.2
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	9.0
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	9.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	9.0
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	8.9
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	8.7
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	8.2
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	8.0
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	7.7
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	7.7
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	7.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	7.2
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	7.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	7.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	6.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	6.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	6.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	6.8
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	6.7
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	6.5
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	6.2
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	6.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	6.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	5.9
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	5.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	5.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	5.4
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	5.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	5.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	5.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	5.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	5.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	4.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	4.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	4.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	4.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	4.3
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	4.2
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	4.2
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	4.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	4.0
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	4.0
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	3.8
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	3.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	3.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	3.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	3.5
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	3.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	3.4
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	3.3
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	3.2
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	3.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	3.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	2.7
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	2.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	2.4
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	2.4
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.4
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	2.2
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	2.1
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.0
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	1.7
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	1.3
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	1.1
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	1.0
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	0.0
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	0.0
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0081880003	Tumor	2.2
CPT0012550003	Tumor	1.9
CPT0021240003	Tumor	1.5
CPT0023350003	Tumor	1.4
CPT0086820003	Tumor	1.2
CPT0084560003	Tumor	1.1
CPT0086950003	Tumor	1.0
CPT0088480003	Tumor	0.9
CPT0063630003	Tumor	0.9
CPT0001340003	Tumor	0.9
CPT0069000003	Tumor	0.8
CPT0065430003	Tumor	0.8
CPT0025580004	Tumor	0.8
CPT0002350011	Tumor	0.8
CPT0025230003	Tumor	0.7
CPT0079410003	Tumor	0.6
CPT0012280003	Tumor	0.5
CPT0085670003	Tumor	0.5
CPT0089460004	Tumor	0.5
CPT0069160003	Tumor	0.5
CPT0012370003	Tumor	0.5
CPT0012180003	Tumor	0.5
CPT0076330003	Tumor	0.4
CPT0063320003	Tumor	0.4
CPT0071150004	Tumor	0.4
CPT0009000003	Tumor	0.4
CPT0075130003	Tumor	0.4
CPT0024670003	Tumor	0.4
CPT0025880003	Tumor	0.4
CPT0017850003	Tumor	0.3
CPT0014370004	Tumor	0.3
CPT0077110003	Tumor	0.3
CPT0026410003	Tumor	0.3
CPT0015910003	Tumor	0.3
CPT0006900003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0012670003	Tumor	0.3
CPT0001220008	Tumor	0.3
CPT0010110003	Tumor	0.3
CPT0025050003	Tumor	0.2
CPT0019130003	Tumor	0.2
CPT0066470004	Tumor	0.2
CPT0092790003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0092290003	Tumor	0.2
CPT0064370003	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0092160003	Tumor	0.2
CPT0078830003	Tumor	0.2
CPT0007860003	Tumor	0.1
CPT0075560003	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0079380003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0007320003	Tumor	0.1
CPT0079230003	Tumor	0.1
CPT0092730003	Tumor	0.1
CPT0020130001	Normal	0.1
CPT0087040003	Tumor	0.1
CPT0088690003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0079480003	Tumor	0.1
CPT0001540009	Tumor	0.1
CPT0076350001	Normal	0.1
CPT0088630003	Tumor	0.0
CPT0025350003	Tumor	0.0
CPT0012900004	Tumor	0.0
CPT0011410003	Tumor	0.0
CPT0010170001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0066480003	Tumor	0.0
CPT0006630003	Tumor	0.0
CPT0001270001	Normal	0.0
CPT0000780007	Tumor	0.0
CPT0077140001	Normal	0.0
CPT0065870003	Tumor	0.0
CPT0000870016	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0020120003	Tumor	0.0
CPT0025290003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0084590001	Normal	-0.1
CPT0087050003	Normal	-0.1
CPT0086970003	Normal	-0.1
CPT0002270011	Tumor	-0.1
CPT0065690003	Tumor	-0.1
CPT0001350001	Normal	-0.1
CPT0075720003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0065750003	Tumor	-0.1
CPT0088780001	Normal	-0.1
CPT0086870003	Tumor	-0.1
CPT0078530001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0086030003	Tumor	-0.1
CPT0066430001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0012080003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0014450004	Tumor	-0.1
CPT0018250001	Normal	-0.2
CPT0079270003	Tumor	-0.2
CPT0088970003	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0077320001	Normal	-0.2
CPT0001550001	Normal	-0.2
CPT0092190003	Normal	-0.2
CPT0082010001	Normal	-0.2
CPT0078800003	Tumor	-0.2
CPT0081600003	Tumor	-0.2
CPT0025170003	Tumor	-0.2
CPT0025110003	Tumor	-0.2
CPT0088710001	Normal	-0.2
CPT0063640001	Normal	-0.2
CPT0009080003	Normal	-0.2
CPT0012920003	Normal	-0.2
CPT0065450001	Normal	-0.2
CPT0020020001	Normal	-0.2
CPT0001260009	Tumor	-0.2
CPT0089020003	Tumor	-0.2
CPT0077500001	Normal	-0.2
CPT0079430001	Normal	-0.2
CPT0017410003	Tumor	-0.2
CPT0014130001	Normal	-0.2
CPT0002370001	Normal	-0.3
CPT0010120001	Normal	-0.3
CPT0065810003	Tumor	-0.3
CPT0011240003	Tumor	-0.3
CPT0023710001	Normal	-0.3
CPT0007870001	Normal	-0.3
CPT0063330001	Normal	-0.3
CPT0069010001	Normal	-0.3
CPT0017450001	Normal	-0.3
CPT0078990003	Tumor	-0.3
CPT0069190001	Normal	-0.3
CPT0001230001	Normal	-0.3
CPT0081990003	Tumor	-0.3
CPT0088500001	Normal	-0.3
CPT0089480003	Normal	-0.3
CPT0012640003	Normal	-0.3
CPT0007470001	Normal	-0.3
CPT0078840001	Normal	-0.3
CPT0092310003	Normal	-0.3
CPT0006730001	Normal	-0.3
CPT0012290003	Normal	-0.3
CPT0001500009	Tumor	-0.3
CPT0092800003	Normal	-0.3
CPT0025610001	Normal	-0.3
CPT0012090003	Normal	-0.3
CPT0023360001	Normal	-0.3
CPT0000790001	Normal	-0.3
CPT0000660001	Normal	-0.3
CPT0014160003	Tumor	-0.3
CPT0006530001	Normal	-0.3
CPT0088640003	Normal	-0.3
CPT0009060003	Tumor	-0.3
CPT0086830003	Normal	-0.3
CPT0001190001	Normal	-0.3
CPT0009020003	Normal	-0.3
CPT0079300001	Normal	-0.4
CPT0026420001	Normal	-0.4
CPT0006950001	Normal	-0.4
CPT0086890003	Normal	-0.4
CPT0081620001	Normal	-0.4
CPT0086370003	Normal	-0.4
CPT0025060001	Normal	-0.4
CPT0065820001	Normal	-0.4
CPT0025920001	Normal	-0.4
CPT0092740003	Normal	-0.4
CPT0015730003	Tumor	-0.4
CPT0000890001	Normal	-0.4
CPT0079510001	Normal	-0.5
CPT0078940001	Normal	-0.5
CPT0019160001	Normal	-0.5
CPT0088920001	Normal	-0.5
CPT0089040001	Normal	-0.5
CPT0014350001	Normal	-0.5
CPT0079000001	Normal	-0.6
CPT0014470001	Normal	-0.6
CPT0088570001	Normal	-0.6
CPT0013790003	Normal	-0.6
CPT0012770003	Normal	-0.6
CPT0078660003	Tumor	-0.7
CPT0024680001	Normal	-0.7
CPT0001510001	Normal	-0.7
CPT0012570003	Normal	-0.7
CPT0079180003	Tumor	-0.9
CPT0088550004	Tumor	-1.0
CPT0000640003	Tumor	-1.2
CPT0078510003	Tumor	-1.4
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA015142
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