Expression of NCK2 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

NCK2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.75

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

20.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	54.3
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	53.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	46.5
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	46.0
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	45.9
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	44.4
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	43.2
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	40.3
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	39.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	35.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	34.5
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	34.2
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	32.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	31.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	30.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	28.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	26.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	25.9
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	25.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	25.0
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	24.2
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	22.9
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	21.7
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	21.2
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	19.5
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	17.9
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	17.5
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	17.2
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	16.4
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	16.3
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	16.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	15.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	15.2
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	15.2
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	13.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	13.5
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	12.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	12.6
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	12.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	12.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	12.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	12.1
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	12.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	12.0
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	11.8
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	11.6
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	11.5
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	11.5
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	11.3
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	11.1
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	10.7
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	10.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	9.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	9.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	9.5
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	9.3
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	8.7
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	8.2
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	7.5
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	7.3
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	7.3
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	7.0
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	5.6
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	5.2
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NCK2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 27.2

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

40.8

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	138.1
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	112.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	105.8
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	104.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	103.3
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	100.0
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	92.7
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	92.5
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	90.5
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	86.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	85.4
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	81.2
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	81.1
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	77.2
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	76.7
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	75.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	72.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	72.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	72.4
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	71.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	71.2
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	71.2
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	71.0
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	71.0
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	70.7
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	70.3
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	70.3
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	70.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	70.1
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	69.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	69.7
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	68.4
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	68.0
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	66.3
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	66.0
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	65.6
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	65.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	65.5
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	65.5
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	64.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	63.6
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	63.4
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	63.4
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	62.9
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	62.8
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	62.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	62.2
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	62.1
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	62.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	62.0
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	61.1
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	60.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	60.7
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	60.5
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	60.5
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	60.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	60.2
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	60.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	59.9
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	59.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	59.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	59.6
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	59.6
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	58.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	58.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	58.4
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	58.0
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	58.0
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	57.9
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	57.8
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	57.8
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	57.7
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	57.6
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	57.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	57.3
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	57.2
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	57.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	57.1
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	57.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	57.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	56.8
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	56.6
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	56.6
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	56.5
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	56.2
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	56.2
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	56.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	55.8
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	55.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	55.3
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	55.2
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	55.0
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	55.0
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	54.5
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	54.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	54.4
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	54.4
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	54.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	54.0
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	53.8
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	53.7
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	53.7
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	53.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	53.6
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	53.5
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	53.4
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	53.3
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	53.2
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	53.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	53.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	52.9
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	52.1
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	52.0
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	51.8
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	51.7
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	51.6
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	51.6
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	51.4
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	51.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	51.3
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	51.3
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	51.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	51.2
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	51.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	51.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	51.2
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	51.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	51.1
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	50.9
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	50.9
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	50.8
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	50.8
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	50.8
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	50.8
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	50.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	50.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	50.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	50.5
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	50.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	50.4
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	50.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	49.9
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	49.9
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	49.9
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	49.7
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	49.7
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	49.6
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	49.5
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	49.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	49.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	49.1
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	49.1
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	48.8
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	48.6
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	48.6
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	48.5
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	48.5
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	48.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	48.4
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	48.4
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	48.3
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	48.1
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	48.1
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	47.7
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	47.5
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	47.5
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	47.5
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	47.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	47.5
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	47.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	47.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	47.0
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	47.0
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	47.0
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	47.0
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	46.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	46.8
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	46.8
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	46.7
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	46.6
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	46.2
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	45.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	45.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	45.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	45.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	45.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	45.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	45.3
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	45.2
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	45.1
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	45.0
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	44.9
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	44.8
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	44.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	44.6
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	44.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	44.6
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	44.6
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	44.5
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	44.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	44.0
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	43.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	43.8
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	43.7
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	43.4
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	43.4
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	43.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	43.3
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	43.2
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	43.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	43.2
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	43.2
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	43.2
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	43.0
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	42.9
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	42.7
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	42.4
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	42.3
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	42.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	42.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	42.1
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	42.0
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	41.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	41.9
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	41.8
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	41.8
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	41.8
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	41.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	41.7
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	41.6
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	41.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	41.4
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	41.3
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	41.2
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	41.1
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	40.8
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	40.7
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	40.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	40.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	40.4
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	40.2
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	40.0
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	40.0
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	40.0
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	40.0
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	40.0
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	39.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	39.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	39.6
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	39.6
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	39.6
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.6
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	39.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	39.4
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	39.4
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	39.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	39.3
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	39.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	39.3
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	39.1
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	38.9
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	38.7
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	38.7
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	38.7
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	38.6
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	38.6
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	38.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	38.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	38.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	38.5
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	38.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	38.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	38.4
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	38.3
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	38.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	38.2
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	38.1
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	38.0
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	37.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	37.8
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	37.8
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	37.8
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	37.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	37.7
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	37.7
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	37.7
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	37.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	37.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	37.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	37.5
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	37.3
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	37.2
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	37.2
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	37.1
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	37.0
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	36.9
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	36.8
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	36.7
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	36.7
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	36.6
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	36.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	36.5
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	36.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	36.4
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	36.4
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	36.3
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	36.2
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	36.1
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	36.0
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	35.8
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	35.6
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	35.6
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	35.5
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	35.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	35.5
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	35.4
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	35.3
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	35.3
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	35.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	35.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	35.2
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	35.1
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	34.9
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	34.8
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	34.8
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	34.7
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	34.7
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	34.7
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	34.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	34.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	34.3
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	34.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	34.3
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	34.2
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	34.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	34.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	34.1
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	33.9
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	33.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	33.6
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	33.5
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	33.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	33.5
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	33.4
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	33.4
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	33.3
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	33.2
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	33.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	33.1
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	33.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	32.9
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	32.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	32.6
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	32.5
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	32.4
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	32.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	32.3
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	32.2
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	32.2
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	32.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	32.2
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	32.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	32.1
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	32.0
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	32.0
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	32.0
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	32.0
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	32.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	31.9
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	31.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	31.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	31.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	31.6
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	31.5
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	31.4
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	31.3
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	31.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	31.2
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	31.2
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	31.2
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	31.1
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	31.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	31.0
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	30.9
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	30.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	30.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	30.3
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	30.2
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	30.2
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	30.2
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	30.0
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	29.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	29.7
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	29.7
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	29.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	29.7
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	29.6
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	29.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	29.1
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	28.9
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	28.9
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	28.6
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	28.6
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	28.6
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	28.5
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	28.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	28.1
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	27.9
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	27.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	27.6
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	27.6
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	27.5
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	27.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	27.4
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	27.4
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	27.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	27.1
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	26.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	26.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	26.7
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	26.7
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	26.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	26.6
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	26.2
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	26.1
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	26.1
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	26.0
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	25.9
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	25.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	25.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	25.6
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	25.5
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	25.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	25.2
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	25.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	25.1
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	25.0
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	24.9
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	24.9
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	24.8
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	24.7
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	24.7
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	24.5
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	24.3
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	23.9
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	23.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	23.7
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	23.4
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	23.3
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	23.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.0
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	22.9
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	22.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	22.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	22.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	22.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	22.5
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	22.1
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	22.0
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	21.7
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	21.2
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	21.0
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	20.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	20.8
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	20.4
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	20.1
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	19.6
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	19.6
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	19.4
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	19.2
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	19.0
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	18.9
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	18.9
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	18.9
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	18.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	18.5
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	18.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	18.2
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	18.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	17.7
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	17.3
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	17.2
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	16.9
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	16.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	16.4
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	16.3
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	16.2
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	16.2
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	16.1
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	16.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	16.0
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	15.9
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	15.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	15.8
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	15.1
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	14.6
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	14.5
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	14.3
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	14.2
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	13.6
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	13.5
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	12.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	12.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	12.1
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	11.7
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	11.7
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	10.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	9.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	9.3
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	8.1
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	8.0
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	8.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	7.2
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	7.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	6.3
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	5.9
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	5.5
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	5.2
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	4.5
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	2.9
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NCK2 is validated prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 46.43

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

47.4

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	83.2
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	82.7
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	82.6
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	80.8
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	75.2
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	72.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	71.2
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	70.8
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	70.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	69.6
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	69.0
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	68.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	68.2
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	67.3
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	64.8
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	63.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	63.0
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	62.1
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	61.1
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	60.1
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	59.6
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	58.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	57.6
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	57.2
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	56.5
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	56.2
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	55.4
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	55.2
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	55.0
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	54.3
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	54.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	54.1
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	54.0
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	53.9
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	53.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	53.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	52.5
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	52.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	51.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	50.8
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	50.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	49.4
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	49.2
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	49.0
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	48.6
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	48.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	47.6
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	47.5
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	47.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	46.5
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	46.5
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	46.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	46.3
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	46.1
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	46.0
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	46.0
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	45.8
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	45.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	45.7
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	43.9
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	43.8
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	42.1
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	41.8
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	41.5
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	41.4
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	41.2
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	41.1
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	40.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	40.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	39.9
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	39.9
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	39.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	37.5
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	36.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	35.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	35.7
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	35.7
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	35.4
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	34.3
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	34.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	33.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	32.3
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	32.2
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	31.5
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	30.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	30.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	29.9
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	28.8
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	27.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	27.0
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	26.4
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	26.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	25.8
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	25.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	24.7
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	18.5
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	18.4
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	18.2
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	16.8
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	14.5
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

NCK2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.54

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

37.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	167.6
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	123.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	104.2
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	99.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	92.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	89.2
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	87.9
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	86.7
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	85.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	84.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	84.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	83.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	80.0
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	79.2
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	77.3
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	76.8
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	75.4
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	74.3
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	73.8
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	73.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	72.5
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	69.8
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	69.4
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	68.8
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	66.0
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	63.8
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	63.7
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	63.5
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	63.4
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	62.3
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	62.0
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	61.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	61.5
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	60.9
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	60.6
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	59.1
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	59.0
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	59.0
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	59.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	57.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	57.7
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	57.0
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	56.4
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	56.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	56.0
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	55.9
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	55.7
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	55.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	55.3
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	55.2
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	54.9
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	54.8
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	54.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	54.2
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	53.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	53.6
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	53.4
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	53.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	53.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	53.1
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	51.6
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	51.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	50.7
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	50.4
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	49.8
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	49.2
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	48.7
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	47.9
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	47.6
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	47.6
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	47.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	47.5
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	46.9
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	46.8
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	46.6
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	46.4
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	46.2
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	46.1
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	45.6
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	45.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	45.5
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	45.4
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	44.9
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	44.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	44.6
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	44.4
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	44.3
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	44.2
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	43.8
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	43.5
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	43.4
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	43.1
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	42.8
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	41.7
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	41.6
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	40.6
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	40.5
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	40.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	40.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	40.2
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	39.7
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	39.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	38.5
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	38.4
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	38.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	38.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	37.9
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	37.9
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	37.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	37.8
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	37.5
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	37.5
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	37.5
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	37.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	36.9
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	36.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	36.8
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	36.6
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	36.5
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	36.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	36.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	36.3
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	36.2
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	36.1
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	36.1
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	35.9
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	35.8
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	35.8
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	35.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	35.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	35.3
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	35.2
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	34.6
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	34.4
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	34.0
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	33.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	33.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	33.5
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	32.9
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	32.5
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	32.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	32.1
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	32.1
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	31.9
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	31.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	31.6
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	31.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	31.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	31.1
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	31.1
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	31.1
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	31.0
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	30.9
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	30.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	30.8
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	30.5
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	30.5
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	30.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	30.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	30.2
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	30.2
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	30.2
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	30.2
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	30.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	30.2
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	30.1
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	29.9
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	29.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	29.5
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	29.4
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	29.2
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	29.2
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	29.1
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	29.1
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	28.8
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	28.7
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	28.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	28.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	28.4
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	28.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	27.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	27.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	27.5
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	27.4
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	27.1
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	27.0
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	26.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	26.6
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	26.4
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	26.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	26.2
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	26.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	25.7
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	25.5
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	25.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	25.0
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	24.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	24.9
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	24.4
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	24.4
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	24.3
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	24.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	24.2
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	23.9
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	23.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	23.8
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	23.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	23.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	23.5
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	23.3
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	23.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	22.7
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	22.6
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	22.5
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	22.5
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	22.4
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	22.3
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	22.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	22.0
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	22.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	21.9
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	21.9
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	21.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	21.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	21.7
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	21.6
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	21.4
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	21.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	21.2
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	21.2
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	21.1
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	20.9
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	20.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	20.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	20.8
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	20.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	20.2
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	20.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	20.0
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	19.9
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	19.8
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	19.6
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	19.4
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	19.3
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	19.2
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	18.9
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	18.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.3
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	18.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	18.1
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	17.8
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	17.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	17.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	17.6
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	16.9
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	16.9
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	16.6
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	16.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	16.4
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	16.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	16.0
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	16.0
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	15.0
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	14.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	14.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	14.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	13.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	13.0
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	12.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	12.6
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	12.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	11.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	11.2
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	10.8
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	10.8
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	9.9
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	9.2
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	9.2
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	9.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	7.5
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	7.3
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0007320003	Tumor	1.0
CPT0011240003	Tumor	0.8
CPT0078830003	Tumor	0.8
CPT0065870003	Tumor	0.7
CPT0006630003	Tumor	0.7
CPT0019130003	Tumor	0.7
CPT0088690003	Tumor	0.7
CPT0081990003	Tumor	0.6
CPT0017410003	Tumor	0.6
CPT0006900003	Tumor	0.5
CPT0077490003	Tumor	0.5
CPT0066470004	Tumor	0.5
CPT0071150004	Tumor	0.5
CPT0012550003	Tumor	0.5
CPT0066480003	Tumor	0.5
CPT0015910003	Tumor	0.5
CPT0088900003	Tumor	0.5
CPT0000870016	Tumor	0.5
CPT0065750003	Tumor	0.5
CPT0010160003	Tumor	0.5
CPT0012670003	Tumor	0.4
CPT0065690003	Tumor	0.4
CPT0078990003	Tumor	0.4
CPT0069160003	Tumor	0.4
CPT0088760003	Tumor	0.4
CPT0012370003	Tumor	0.4
CPT0025170003	Tumor	0.4
CPT0078930003	Tumor	0.4
CPT0012080003	Tumor	0.4
CPT0025350003	Tumor	0.4
CPT0085670003	Tumor	0.3
CPT0012900004	Tumor	0.3
CPT0012640003	Normal	0.3
CPT0079230003	Tumor	0.3
CPT0010120001	Normal	0.3
CPT0024680001	Normal	0.3
CPT0088630003	Tumor	0.3
CPT0065930003	Tumor	0.3
CPT0021240003	Tumor	0.3
CPT0000780007	Tumor	0.3
CPT0001270001	Normal	0.3
CPT0006440003	Tumor	0.3
CPT0075170001	Normal	0.3
CPT0000640003	Tumor	0.3
CPT0086870003	Tumor	0.3
CPT0075560003	Tumor	0.3
CPT0092790003	Tumor	0.2
CPT0079410003	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0079380003	Tumor	0.2
CPT0077320001	Normal	0.2
CPT0089020003	Tumor	0.2
CPT0007860003	Tumor	0.2
CPT0069000003	Tumor	0.2
CPT0077110003	Tumor	0.2
CPT0079270003	Tumor	0.2
CPT0026410003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0010110003	Tumor	0.2
CPT0092730003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0009060003	Tumor	0.2
CPT0025580004	Tumor	0.2
CPT0089460004	Tumor	0.2
CPT0001540009	Tumor	0.2
CPT0014370004	Tumor	0.2
CPT0019990003	Tumor	0.2
CPT0018250001	Normal	0.2
CPT0079510001	Normal	0.1
CPT0011410003	Tumor	0.1
CPT0025050003	Tumor	0.1
CPT0065810003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0015810003	Tumor	0.1
CPT0079300001	Normal	0.1
CPT0077310003	Tumor	0.1
CPT0081600003	Tumor	0.1
CPT0075130003	Tumor	0.1
CPT0081880003	Tumor	0.1
CPT0001220008	Tumor	0.1
CPT0069190001	Normal	0.1
CPT0092190003	Normal	0.1
CPT0084590001	Normal	0.1
CPT0025110003	Tumor	0.1
CPT0023690003	Tumor	0.1
CPT0063640001	Normal	0.1
CPT0086970003	Normal	0.1
CPT0092160003	Tumor	0.1
CPT0012920003	Normal	0.1
CPT0002370001	Normal	0.1
CPT0086030003	Tumor	0.0
CPT0025290003	Tumor	0.0
CPT0015730003	Tumor	0.0
CPT0086360003	Tumor	0.0
CPT0086950003	Tumor	0.0
CPT0092290003	Tumor	0.0
CPT0009020003	Normal	0.0
CPT0012290003	Normal	0.0
CPT0069010001	Normal	0.0
CPT0000660001	Normal	0.0
CPT0007870001	Normal	0.0
CPT0012570003	Normal	0.0
CPT0088480003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0075570001	Normal	0.0
CPT0065820001	Normal	0.0
CPT0012090003	Normal	0.0
CPT0014130001	Normal	0.0
CPT0025880003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0013790003	Normal	0.0
CPT0065430003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0001230001	Normal	0.0
CPT0078530001	Normal	0.0
CPT0077500001	Normal	0.0
CPT0078510003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0023710001	Normal	0.0
CPT0012280003	Tumor	0.0
CPT0020020001	Normal	0.0
CPT0063330001	Normal	-0.1
CPT0064400001	Normal	-0.1
CPT0082010001	Normal	-0.1
CPT0020130001	Normal	-0.1
CPT0078940001	Normal	-0.1
CPT0023360001	Normal	-0.1
CPT0006530001	Normal	-0.1
CPT0019160001	Normal	-0.1
CPT0014350001	Normal	-0.1
CPT0014160003	Tumor	-0.1
CPT0092310003	Normal	-0.1
CPT0009000003	Tumor	-0.1
CPT0017450001	Normal	-0.1
CPT0002350011	Tumor	-0.1
CPT0079000001	Normal	-0.1
CPT0001510001	Normal	-0.1
CPT0020120003	Tumor	-0.1
CPT0025920001	Normal	-0.1
CPT0078840001	Normal	-0.1
CPT0076350001	Normal	-0.1
CPT0077140001	Normal	-0.1
CPT0000790001	Normal	-0.1
CPT0025610001	Normal	-0.1
CPT0066520001	Normal	-0.1
CPT0086890003	Normal	-0.1
CPT0009080003	Normal	-0.1
CPT0006730001	Normal	-0.1
CPT0088500001	Normal	-0.1
CPT0025060001	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0001340003	Tumor	-0.1
CPT0078670001	Normal	-0.1
CPT0079430001	Normal	-0.1
CPT0000890001	Normal	-0.1
CPT0065450001	Normal	-0.1
CPT0001260009	Tumor	-0.1
CPT0086830003	Normal	-0.2
CPT0064370003	Tumor	-0.2
CPT0066430001	Normal	-0.2
CPT0023350003	Tumor	-0.2
CPT0088920001	Normal	-0.2
CPT0088640003	Normal	-0.2
CPT0089040001	Normal	-0.2
CPT0088570001	Normal	-0.2
CPT0092800003	Normal	-0.2
CPT0012770003	Normal	-0.2
CPT0017850003	Tumor	-0.2
CPT0014470001	Normal	-0.2
CPT0088550004	Tumor	-0.2
CPT0086370003	Normal	-0.2
CPT0088710001	Normal	-0.2
CPT0088780001	Normal	-0.2
CPT0081620001	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0084560003	Tumor	-0.2
CPT0014450004	Tumor	-0.2
CPT0087050003	Normal	-0.3
CPT0010170001	Normal	-0.3
CPT0006950001	Normal	-0.3
CPT0086820003	Tumor	-0.3
CPT0002270011	Tumor	-0.3
CPT0001350001	Normal	-0.3
CPT0026420001	Normal	-0.3
CPT0063630003	Tumor	-0.3
CPT0001500009	Tumor	-0.3
CPT0088970003	Tumor	-0.4
CPT0078660003	Tumor	-0.6
CPT0078800003	Tumor	-0.6
CPT0076330003	Tumor	-0.6
CPT0012180003	Tumor	-0.7
CPT0079180003	Tumor	-0.7
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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 HPA031004	Antibody CAB016116
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