Expression of KIFC3 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

KIFC3 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 7.37

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

19.5

Number of samples

Samples

Sample	Description	TPM
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	110.4
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	88.8
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	82.0
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	71.4
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	63.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	60.6
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	60.5
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	55.4
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	39.0
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	38.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	38.0
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	37.7
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	35.4
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	34.0
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	32.3
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	31.4
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	29.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	27.2
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	21.9
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.8
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	19.0
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	15.8
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	14.1
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	14.0
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	14.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	13.0
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	11.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	9.9
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	8.8
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	8.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	8.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	7.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	7.5
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	7.2
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	6.8
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	6.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	6.0
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	5.6
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	5.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	5.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	5.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	4.9
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	4.5
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	4.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	4.1
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	4.1
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.8
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	3.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	3.7
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	3.7
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	3.7
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	3.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.5
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	3.3
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.2
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	3.1
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	2.9
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	2.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	2.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	2.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	1.8
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.8
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	1.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	1.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KIFC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 37.26

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

42.2

Number of samples

521

Samples

Sample	Description	TPM
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	117.2
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	109.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	102.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	102.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	98.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	92.0
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	87.9
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	85.6
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	85.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	84.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	84.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	83.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	81.7
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	81.1
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	80.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	79.9
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	79.8
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	78.4
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	77.8
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	77.5
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	77.1
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	76.9
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	76.3
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	75.3
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	75.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	75.1
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	74.7
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	74.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	74.2
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	73.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	73.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	72.6
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	72.4
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	72.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	72.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	71.9
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	71.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	71.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	71.2
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	71.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	70.5
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	70.5
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	70.1
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	68.2
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	68.1
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	68.0
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	67.8
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	67.7
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	67.3
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	66.6
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	66.3
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	66.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	66.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	65.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	65.4
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	65.4
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	64.6
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	63.9
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	63.8
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	63.5
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	63.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	62.9
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	62.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	62.6
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	62.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	62.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	62.0
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	61.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	61.8
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	61.5
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	61.5
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	61.4
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	61.2
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	60.9
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	60.7
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	60.7
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	60.6
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	60.4
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	60.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	60.4
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	60.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	60.0
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	60.0
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	59.7
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	59.6
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	59.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	59.1
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	59.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	58.9
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	58.8
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	58.6
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	58.5
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	58.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	58.3
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	58.2
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	58.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	58.0
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	57.9
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	57.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	57.6
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	57.6
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	57.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	57.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	57.0
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	56.9
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	56.8
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	56.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	56.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	56.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	56.5
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	56.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	56.2
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	55.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	55.8
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	55.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	55.7
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	55.5
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	55.4
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	55.2
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	55.0
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	55.0
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	54.7
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	54.4
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	54.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	54.2
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	54.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	53.9
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	53.8
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	53.8
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	53.7
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	53.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	53.4
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	53.3
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	53.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	53.1
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	53.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	52.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	52.7
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	52.2
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	52.2
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	52.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	51.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	51.6
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	51.4
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	51.4
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	51.2
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	51.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	51.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	50.9
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	50.8
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	50.8
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	50.7
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	50.7
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	50.4
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	50.1
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	49.9
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	49.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	49.9
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	49.8
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	49.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	49.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	49.5
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	49.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	49.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	49.1
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	49.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	49.0
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	48.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	48.8
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	48.7
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	48.7
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	48.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	48.6
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	48.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	48.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	48.5
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	48.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	48.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	48.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	48.2
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	47.8
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	47.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	47.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	47.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	47.6
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	47.5
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	47.5
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	47.3
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	47.2
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	47.0
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	46.7
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	46.6
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	46.4
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	46.2
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	46.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	46.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	45.8
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	45.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	45.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	45.5
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	45.4
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	45.4
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	45.4
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	45.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	45.4
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	45.4
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	45.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	45.3
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	45.2
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	45.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	45.2
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	45.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	45.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	45.0
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	45.0
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	44.8
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	44.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	44.7
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	44.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	44.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	44.5
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	44.4
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	44.4
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	44.3
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	44.3
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	44.2
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	44.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	44.2
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	44.1
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	44.1
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	43.9
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	43.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	43.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	43.6
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	43.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	43.4
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	43.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	43.1
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	42.9
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	42.8
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	42.7
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	42.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	42.5
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	42.4
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	42.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	42.1
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	42.0
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	42.0
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	41.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	41.6
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	41.5
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	41.5
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	41.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	41.3
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	41.1
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	41.1
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	40.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	40.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	40.7
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	40.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	40.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	40.7
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	40.7
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	40.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	40.5
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	40.4
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	40.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	40.3
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	40.3
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	40.2
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	40.1
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	40.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	40.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	40.0
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	39.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	39.8
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	39.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	39.8
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	39.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	39.8
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	39.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	39.7
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	39.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	39.4
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	39.4
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	39.3
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	39.3
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	39.1
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	39.0
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	39.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	38.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	38.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	38.6
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	38.4
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	38.4
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	38.4
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	38.3
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	38.3
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	38.1
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	38.1
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	38.0
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	37.6
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	37.6
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	37.5
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	37.3
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	37.3
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	37.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	37.2
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	37.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	37.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	36.8
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	36.6
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	36.5
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	36.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	36.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	36.3
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	36.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	36.3
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	36.1
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	36.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	36.0
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	36.0
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	35.9
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	35.9
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	35.9
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	35.8
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	35.7
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	35.5
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	35.5
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	35.5
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	35.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	35.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	34.9
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	34.7
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	34.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	34.6
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	34.6
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	34.3
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	34.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	34.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	34.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	33.8
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	33.7
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	33.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	33.6
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	33.4
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	33.4
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	33.2
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	33.2
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	33.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	33.1
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	33.1
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	32.9
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	32.9
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	32.7
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	32.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	32.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	32.5
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	32.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	32.2
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	32.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	32.1
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	31.8
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	31.7
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	31.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	31.5
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	31.5
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	31.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	31.3
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	31.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	31.3
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	31.3
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	31.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	31.1
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	31.0
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	30.9
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	30.9
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	30.8
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	30.8
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	30.6
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	30.6
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	30.6
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	30.5
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	30.5
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	30.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	30.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	30.3
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	30.2
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	30.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	30.1
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	30.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	29.9
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	29.8
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	29.8
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	29.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	29.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	29.6
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	29.6
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	29.5
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	29.4
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	29.4
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	29.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	29.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	28.9
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	28.9
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	28.8
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	28.8
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	28.5
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	28.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	28.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	28.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	28.0
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	28.0
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	28.0
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	28.0
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	27.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	27.7
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	27.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	27.5
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	27.4
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	27.4
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	27.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	27.3
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	27.2
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	27.1
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	27.0
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	26.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	26.5
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	26.3
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	25.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	25.5
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	25.5
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	25.4
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	25.2
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	25.2
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	25.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	24.9
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	24.7
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	24.6
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	24.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	24.1
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	24.0
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	23.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	23.9
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	23.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	23.9
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	23.9
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	23.8
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	23.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	23.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	23.1
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	23.0
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	22.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	22.6
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	22.1
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	21.9
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	21.7
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	21.5
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	21.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	21.3
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	21.3
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	21.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	21.3
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	20.9
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	20.7
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	20.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	20.4
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	20.4
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	20.3
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	20.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	20.1
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	19.7
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	19.4
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	19.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	18.9
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	18.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	18.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	17.7
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	17.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	17.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	17.2
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	16.9
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	16.9
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	16.7
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	16.7
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	16.6
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	16.5
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	15.8
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	15.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	15.2
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	15.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	15.2
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	14.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	14.4
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	14.2
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	13.7
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	13.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	12.7
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	12.7
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	12.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	11.8
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	11.1
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	10.9
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	10.0
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	10.0
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	9.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	8.6
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	8.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	8.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	7.7
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	7.3
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	7.2
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	7.0
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.7
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	5.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	5.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	5.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	5.2
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	4.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	4.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KIFC3 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 52.76

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

56.5

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	137.0
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	108.5
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	104.8
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	100.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	99.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	95.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	95.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	86.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	86.1
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	86.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	86.1
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	82.4
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	81.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	80.4
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	79.1
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	78.5
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	76.5
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	73.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	72.4
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	72.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	72.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	72.1
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	71.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	70.5
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	70.1
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	69.3
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	69.1
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	66.5
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	66.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	66.3
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	65.5
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	65.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	65.2
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	64.6
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	62.4
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	61.6
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	61.5
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	61.0
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	60.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	59.4
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	59.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	59.1
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	58.2
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	57.6
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	57.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	56.9
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	56.0
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	55.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	54.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	53.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	53.1
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	52.4
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	52.2
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	51.9
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	51.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	51.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	51.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	51.3
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	50.7
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	50.3
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	49.9
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	48.0
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	46.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	46.5
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	46.1
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	45.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	45.6
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	44.6
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	43.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	42.8
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	42.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	42.1
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	41.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	41.2
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	41.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	40.9
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	40.5
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	40.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	40.2
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	39.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	38.9
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	37.5
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	34.9
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	34.0
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	33.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	33.5
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	33.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	31.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	31.1
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	30.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	29.8
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	29.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	29.6
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	29.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	28.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	26.7
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	26.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	22.4
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.8
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	18.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

KIFC3 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 52.58

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

62.4

Number of samples

282

Samples

Sample	Description	TPM
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	205.4
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	187.3
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	181.5
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	181.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	173.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	169.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	169.0
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	148.1
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	135.6
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	134.9
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	133.9
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	132.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	132.2
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	129.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	129.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	122.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	118.6
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	117.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	116.6
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	115.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	111.9
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	111.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	110.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	108.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	106.5
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	105.1
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	104.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	103.8
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	103.1
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	103.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	102.9
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	100.7
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	97.8
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	97.5
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	97.3
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	96.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	96.2
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	95.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	94.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	94.4
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	94.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	91.1
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	90.7
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	90.3
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	89.3
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	89.0
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	88.9
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	88.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	87.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	87.1
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	86.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	86.8
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	86.8
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	86.4
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	86.0
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	85.8
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	85.5
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	84.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	83.9
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	83.1
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	81.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	81.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	81.2
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	80.2
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	77.4
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	76.8
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	76.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	75.8
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	75.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	74.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	74.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	74.3
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	73.7
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	73.3
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	72.9
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	72.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	72.9
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	72.8
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	72.2
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	71.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	71.3
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	70.7
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	70.5
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	70.3
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	70.3
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	69.9
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	69.9
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	69.8
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	69.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	69.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	68.8
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	68.5
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	68.5
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	68.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	67.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	67.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	67.5
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	67.3
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	67.0
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	66.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	66.2
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	66.2
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	65.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	65.9
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	65.8
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	65.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	65.4
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	65.3
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	64.5
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	64.4
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	64.3
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	64.2
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	64.0
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	64.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	63.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	63.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	63.4
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	63.1
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	62.8
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	62.7
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	62.7
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	62.4
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	62.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	62.2
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	61.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	61.8
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	61.8
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	61.4
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	61.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	61.3
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	60.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	60.7
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	60.4
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	60.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	59.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	59.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	59.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	59.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	58.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	58.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	58.4
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	57.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	57.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	57.6
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	57.5
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	57.5
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	57.3
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	57.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	56.9
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	56.6
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	56.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	56.5
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	56.3
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	55.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	55.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	54.6
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	54.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	54.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	53.3
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	53.2
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	53.0
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	52.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	52.7
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	52.5
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	51.7
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	51.3
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	50.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	49.5
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	49.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	49.1
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	48.9
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	48.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	48.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	48.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	47.6
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	47.5
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	47.3
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	47.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	47.1
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	47.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	46.8
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	46.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	46.2
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	45.8
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	45.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	45.6
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	45.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	45.5
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	45.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	45.2
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	45.0
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	44.2
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	44.1
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	43.8
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	43.8
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	43.3
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	42.7
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	42.4
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	42.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	41.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	41.6
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	41.3
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	41.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	41.0
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	40.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	40.7
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	40.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	39.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	39.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	39.0
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	38.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	38.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	38.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	38.2
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	38.2
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	38.0
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	37.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	37.8
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	37.6
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	37.4
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	37.4
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	37.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	36.6
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	36.6
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	36.5
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	36.3
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	35.7
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	35.6
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	35.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	35.2
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	35.1
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	34.7
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	34.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	34.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	34.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	34.1
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	34.1
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	33.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	33.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	33.2
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	33.1
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	32.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	32.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	32.3
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	32.1
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	31.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	31.1
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	30.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	30.8
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	30.5
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	30.1
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	29.9
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	29.0
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	28.2
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	27.6
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	27.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	27.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	26.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	26.5
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	26.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	25.9
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	25.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	24.9
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	23.3
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	23.2
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	22.3
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	22.1
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	22.1
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.9
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	20.6
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	20.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	20.0
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	18.7
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	16.4
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	16.1
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	15.6
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	15.1
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	12.7
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	11.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	11.0
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	8.7
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	4.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0024670003	Tumor	0.7
CPT0001500009	Tumor	0.5
CPT0000660001	Normal	0.5
CPT0079270003	Tumor	0.5
CPT0063640001	Normal	0.4
CPT0065450001	Normal	0.4
CPT0014350001	Normal	0.4
CPT0088970003	Tumor	0.4
CPT0088710001	Normal	0.4
CPT0064370003	Tumor	0.4
CPT0078840001	Normal	0.4
CPT0001270001	Normal	0.3
CPT0025060001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0000890001	Normal	0.3
CPT0023350003	Tumor	0.3
CPT0011410003	Tumor	0.3
CPT0069000003	Tumor	0.3
CPT0023710001	Normal	0.3
CPT0079000001	Normal	0.3
CPT0087050003	Normal	0.3
CPT0066430001	Normal	0.3
CPT0089460004	Tumor	0.3
CPT0006950001	Normal	0.3
CPT0007320003	Tumor	0.3
CPT0007470001	Normal	0.3
CPT0086820003	Tumor	0.3
CPT0001190001	Normal	0.3
CPT0014450004	Tumor	0.2
CPT0000790001	Normal	0.2
CPT0014130001	Normal	0.2
CPT0006530001	Normal	0.2
CPT0014160003	Tumor	0.2
CPT0088780001	Normal	0.2
CPT0079480003	Tumor	0.2
CPT0025880003	Tumor	0.2
CPT0009080003	Normal	0.2
CPT0089480003	Normal	0.2
CPT0018250001	Normal	0.2
CPT0012900004	Tumor	0.2
CPT0012770003	Normal	0.2
CPT0069160003	Tumor	0.2
CPT0001220008	Tumor	0.2
CPT0092740003	Normal	0.2
CPT0001510001	Normal	0.2
CPT0025610001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0078940001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0007870001	Normal	0.2
CPT0092790003	Tumor	0.2
CPT0012920003	Normal	0.2
CPT0025920001	Normal	0.2
CPT0088640003	Normal	0.2
CPT0081620001	Normal	0.2
CPT0019160001	Normal	0.2
CPT0015810003	Tumor	0.2
CPT0023360001	Normal	0.2
CPT0012090003	Normal	0.2
CPT0020020001	Normal	0.2
CPT0069010001	Normal	0.2
CPT0079300001	Normal	0.2
CPT0084560003	Tumor	0.2
CPT0065810003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0078530001	Normal	0.2
CPT0065930003	Tumor	0.1
CPT0065430003	Tumor	0.1
CPT0066520001	Normal	0.1
CPT0001540009	Tumor	0.1
CPT0012640003	Normal	0.1
CPT0001350001	Normal	0.1
CPT0007860003	Tumor	0.1
CPT0075170001	Normal	0.1
CPT0001230001	Normal	0.1
CPT0020130001	Normal	0.1
CPT0077140001	Normal	0.1
CPT0086370003	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0001180009	Tumor	0.1
CPT0002270011	Tumor	0.1
CPT0006730001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0009060003	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0077500001	Normal	0.1
CPT0001550001	Normal	0.1
CPT0089020003	Tumor	0.1
CPT0002370001	Normal	0.1
CPT0019990003	Tumor	0.1
CPT0088920001	Normal	0.1
CPT0025580004	Tumor	0.1
CPT0092190003	Normal	0.1
CPT0079430001	Normal	0.1
CPT0012290003	Normal	0.1
CPT0013790003	Normal	0.1
CPT0017410003	Tumor	0.1
CPT0092800003	Normal	0.1
CPT0078670001	Normal	0.1
CPT0088570001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0064400001	Normal	0.0
CPT0087040003	Tumor	0.0
CPT0012570003	Normal	0.0
CPT0009020003	Normal	0.0
CPT0026420001	Normal	0.0
CPT0086890003	Normal	0.0
CPT0082010001	Normal	0.0
CPT0000640003	Tumor	0.0
CPT0066470004	Tumor	0.0
CPT0092160003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0078800003	Tumor	0.0
CPT0077110003	Tumor	0.0
CPT0069190001	Normal	0.0
CPT0076350001	Normal	0.0
CPT0086360003	Tumor	0.0
CPT0071150004	Tumor	0.0
CPT0014470001	Normal	0.0
CPT0063330001	Normal	0.0
CPT0010160003	Tumor	0.0
CPT0078510003	Tumor	0.0
CPT0065820001	Normal	0.0
CPT0025170003	Tumor	0.0
CPT0024680001	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0086970003	Normal	0.0
CPT0025050003	Tumor	0.0
CPT0025110003	Tumor	-0.1
CPT0025290003	Tumor	-0.1
CPT0012670003	Tumor	-0.1
CPT0088630003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0079510001	Normal	-0.1
CPT0000780007	Tumor	-0.1
CPT0021240003	Tumor	-0.1
CPT0078830003	Tumor	-0.1
CPT0092730003	Tumor	-0.1
CPT0081600003	Tumor	-0.1
CPT0025230003	Tumor	-0.1
CPT0081880003	Tumor	-0.1
CPT0084590001	Normal	-0.1
CPT0012280003	Tumor	-0.1
CPT0065750003	Tumor	-0.1
CPT0010120001	Normal	-0.1
CPT0075570001	Normal	-0.1
CPT0077490003	Tumor	-0.1
CPT0092290003	Tumor	-0.1
CPT0088900003	Tumor	-0.1
CPT0085670003	Tumor	-0.2
CPT0077320001	Normal	-0.2
CPT0006440003	Tumor	-0.2
CPT0009000003	Tumor	-0.2
CPT0026410003	Tumor	-0.2
CPT0012080003	Tumor	-0.2
CPT0078930003	Tumor	-0.2
CPT0012370003	Tumor	-0.2
CPT0025350003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0066480003	Tumor	-0.2
CPT0081990003	Tumor	-0.2
CPT0010110003	Tumor	-0.2
CPT0075720003	Tumor	-0.2
CPT0017850003	Tumor	-0.3
CPT0065690003	Tumor	-0.3
CPT0000870016	Tumor	-0.3
CPT0088760003	Tumor	-0.3
CPT0078990003	Tumor	-0.3
CPT0020120003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0002350011	Tumor	-0.3
CPT0088690003	Tumor	-0.3
CPT0079380003	Tumor	-0.3
CPT0063630003	Tumor	-0.4
CPT0011240003	Tumor	-0.4
CPT0014370004	Tumor	-0.4
CPT0079410003	Tumor	-0.5
CPT0086870003	Tumor	-0.5
CPT0023690003	Tumor	-0.5
CPT0086030003	Tumor	-0.5
CPT0076330003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0088480003	Tumor	-0.6
CPT0075560003	Tumor	-0.6
CPT0065870003	Tumor	-0.6
CPT0012180003	Tumor	-0.6
CPT0079180003	Tumor	-0.6
CPT0001260009	Tumor	-0.6
CPT0001340003	Tumor	-0.7
CPT0088550004	Tumor	-0.8
CPT0078660003	Tumor	-0.8
CPT0015730003	Tumor	-0.9
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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 HPA021240
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