Expression of SYTL2 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

SYTL2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 1.03

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

5.6

Number of samples

Samples

Sample	Description	TPM
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	37.2
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	35.7
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	25.8
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	22.2
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	16.7
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	16.7
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	16.0
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	12.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	10.7
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	10.4
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	10.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	9.5
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	9.2
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	9.2
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	8.5
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	8.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	5.6
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	5.4
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	5.2
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	5.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	4.9
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	4.2
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	3.9
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	3.8
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	3.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	3.8
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	3.6
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	3.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	3.1
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	3.1
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	3.1
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	2.6
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	2.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	2.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	2.4
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	2.3
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	2.2
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	2.0
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	2.0
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	1.6
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	1.6
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	1.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	1.5
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	1.4
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	1.4
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	1.3
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	1.2
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	1.2
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	1.2
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	1.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	1.0
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	1.0
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	0.9
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	0.8
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	0.7
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	0.4
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	0.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	0.1
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	0.0
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	0.0
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	0.0
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	0.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	0.0
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	0.0
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SYTL2 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 43.31

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

31.1

Number of samples

521

Samples

Sample	Description	TPM
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	240.4
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	194.7
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	188.9
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	157.9
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	156.3
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	153.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	139.6
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	135.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	135.0
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	130.7
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	128.7
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	127.3
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	120.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	117.2
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	113.4
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	113.1
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	112.3
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	111.8
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	110.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	104.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	102.2
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	101.2
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	98.3
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	97.8
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	94.3
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	93.8
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	91.8
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	91.6
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	91.2
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	87.2
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	85.8
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	83.7
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	83.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	83.4
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	83.2
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	82.6
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	82.4
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	81.5
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	79.4
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	78.4
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	77.7
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	77.0
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	75.8
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	74.5
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	72.8
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	70.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	69.9
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	69.4
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	68.6
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	68.4
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	68.1
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	67.9
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	67.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	66.7
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	66.1
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	66.1
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	66.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	65.7
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	65.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	64.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	62.4
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	62.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	61.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	61.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	60.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	60.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	60.1
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	59.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	59.1
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	58.1
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	57.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	56.8
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	56.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	56.3
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	56.2
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	55.9
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	55.1
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	55.0
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	54.3
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	53.5
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	52.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	52.6
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	52.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	51.7
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	50.9
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	50.5
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	50.5
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	50.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	50.2
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	50.2
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	50.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	49.9
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	49.5
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	49.2
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	49.1
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	48.9
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	47.9
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	47.2
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	46.9
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	46.8
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	46.8
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	46.0
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	45.9
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	45.6
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	45.4
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	45.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	45.3
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	44.8
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	44.6
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	44.6
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	44.3
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	44.2
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	44.0
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	43.3
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	43.3
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	43.2
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	42.7
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	42.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	42.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	42.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	42.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	41.2
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	40.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	40.6
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	40.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	40.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	40.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	40.1
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	40.1
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	39.7
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	39.6
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	39.5
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	39.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	39.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	39.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	38.8
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	38.6
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	38.5
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	38.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	37.9
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	37.8
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	37.4
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	37.3
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	37.2
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	37.0
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	36.8
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	36.4
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	36.4
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	36.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	36.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	35.9
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	34.9
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	34.4
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	34.1
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	33.6
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	33.2
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	33.1
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	33.0
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	32.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	32.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	32.5
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	32.5
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	32.3
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	32.2
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	32.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	32.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	32.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	31.8
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	31.7
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	31.7
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	31.5
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	31.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	31.5
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	31.4
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	31.3
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	31.1
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	30.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	30.7
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	30.6
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	30.6
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	30.6
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	30.6
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	30.4
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	30.1
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	30.1
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	30.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	30.0
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	29.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	29.6
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	29.4
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	29.3
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	29.1
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	28.9
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	28.8
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	28.7
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	28.7
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	28.6
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	28.4
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	28.4
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	28.4
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	28.4
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	28.3
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	28.3
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	28.1
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	28.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	28.0
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	27.8
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	27.7
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	27.6
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	27.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	27.2
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	27.0
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	26.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	26.8
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	26.8
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	26.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	26.5
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	26.4
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	26.3
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	26.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	26.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	25.9
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	25.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	25.7
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	25.6
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	25.6
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	25.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	25.4
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	25.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	25.3
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	25.3
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	25.3
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	25.2
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	25.2
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	25.2
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	25.0
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	24.9
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	24.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	24.7
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	24.4
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	24.3
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	24.2
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	24.1
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	24.1
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	24.1
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	24.0
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	24.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	24.0
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	23.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	23.9
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	23.8
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	23.8
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	23.6
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	23.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	23.4
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	23.0
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	23.0
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	22.6
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	22.4
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	22.3
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	22.3
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	22.1
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	22.1
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	22.0
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	21.9
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	21.7
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	21.6
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	21.6
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	21.6
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	21.4
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	21.4
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	21.3
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	21.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	21.2
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	21.2
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	21.2
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	20.9
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	20.5
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	20.4
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	20.4
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	20.2
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	20.0
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	19.9
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	19.9
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	19.8
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	19.5
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	19.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	19.4
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	19.2
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	19.1
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	19.0
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	18.8
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	18.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	18.8
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	18.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	18.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	18.5
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	18.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	18.5
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	18.4
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	18.4
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	18.3
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	18.3
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	18.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	18.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	18.1
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	18.1
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	17.9
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	17.8
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	17.5
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	17.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	17.4
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	17.4
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	17.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	17.3
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	17.3
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	17.2
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	16.9
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	16.8
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	16.7
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	16.7
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	16.6
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	16.6
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	16.6
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	16.5
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	16.3
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	16.3
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	16.3
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	16.1
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	16.0
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	15.9
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	15.9
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	15.7
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	15.6
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	15.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	15.5
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	15.5
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	15.2
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	14.9
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	14.9
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	14.8
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	14.8
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	14.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	14.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	14.7
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	14.6
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	14.6
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	14.5
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	14.3
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	14.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	14.2
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	14.0
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	13.9
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	13.8
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	13.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	13.7
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	13.6
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	13.5
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	13.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	13.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	13.3
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	13.2
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	13.1
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	13.1
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	13.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	12.9
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	12.8
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	12.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	12.8
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	12.8
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	12.7
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	12.6
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	12.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	12.6
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	12.6
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	12.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	12.4
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	12.2
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	12.2
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	12.1
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	12.1
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	12.1
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	12.0
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	11.7
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	11.7
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	11.5
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	11.5
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	11.5
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	11.5
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	11.5
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	11.4
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	11.3
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	11.3
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	11.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	10.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	10.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	10.7
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	10.7
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.6
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	10.6
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	10.6
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	10.6
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	10.4
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	10.3
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	10.3
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	10.3
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	10.2
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	10.1
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	10.0
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	9.9
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	9.9
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	9.8
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	9.8
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	9.3
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	9.3
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	9.3
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	9.2
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	9.1
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	9.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	9.0
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	8.9
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	8.9
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.7
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.6
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	8.6
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	8.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	7.9
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	7.6
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	7.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	7.6
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	7.6
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	7.6
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	7.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	7.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.4
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	7.4
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	7.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	7.3
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	7.3
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	7.3
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	7.3
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	7.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	7.2
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.2
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	7.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	7.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	6.8
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	6.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	6.8
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	6.8
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	6.7
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	6.7
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	6.6
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	6.6
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	6.5
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	6.3
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.3
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	6.3
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	6.2
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	6.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	5.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	5.9
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	5.7
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	5.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	5.7
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	5.6
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	5.5
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	5.5
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.4
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	5.2
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	5.2
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	5.0
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	5.0
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	4.9
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	4.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	4.7
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	4.7
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	4.6
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	4.5
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	4.4
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	4.3
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	4.3
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	4.2
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	4.1
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	4.1
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	4.0
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	4.0
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	3.8
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	3.8
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	3.7
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	3.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	3.5
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.5
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	3.4
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	3.3
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.2
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	3.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	2.9
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	2.8
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	2.6
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	2.6
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	2.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	2.3
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	2.3
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	2.3
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	2.2
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	2.1
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	2.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	1.9
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	1.8
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	1.7
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	1.5
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	1.5
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	1.4
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	1.4
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	1.2
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	1.1
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	0.7
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	0.2
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	0.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SYTL2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 34.18

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

59.1

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	266.9
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	202.2
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	188.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	174.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	172.6
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	165.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	154.2
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	150.1
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	148.0
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	143.9
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	137.7
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	129.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	123.1
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	110.0
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	106.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	106.2
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	105.0
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	104.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	94.4
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	81.3
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	81.0
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	80.4
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	77.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	76.0
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	75.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	74.5
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	74.5
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	72.8
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	69.1
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	67.6
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	66.4
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	65.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	64.0
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	63.0
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	61.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	60.3
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	57.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	57.4
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	56.3
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	55.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	54.7
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	54.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	54.2
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	54.1
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	53.8
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	51.6
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	51.3
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	50.8
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	50.4
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	48.2
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	45.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	45.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	44.5
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	44.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	42.6
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	42.2
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	42.1
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	41.3
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	38.9
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	38.8
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	37.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	35.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	33.4
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	32.4
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	32.4
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	31.2
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	28.9
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	27.7
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	25.6
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	25.3
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	24.9
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	24.4
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	24.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	23.9
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	23.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	22.6
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	22.2
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	21.5
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	19.0
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	17.8
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	17.1
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	16.9
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	16.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	15.8
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	14.6
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	14.3
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	13.2
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	13.0
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	12.3
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	11.3
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	10.5
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	10.2
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	10.1
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	9.1
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	7.2
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	6.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	5.3
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	4.9
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	4.3
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	1.0
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

SYTL2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 18.53

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

38.6

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	265.6
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	250.0
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	220.0
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	181.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	146.3
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	136.2
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	135.1
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	126.4
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	116.9
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	112.4
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	110.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	107.1
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	104.0
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	101.3
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	98.7
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	98.0
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	97.3
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	96.4
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	94.3
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	93.1
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	91.9
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	87.9
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	86.5
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	85.6
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	85.3
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	85.2
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	83.8
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	83.6
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	83.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	83.1
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	81.9
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	81.2
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	80.2
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	79.6
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	79.4
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	77.5
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	76.0
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	74.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	71.9
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	70.8
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	68.9
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	68.6
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	68.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	67.8
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	66.8
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	66.4
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	65.9
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	65.8
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	65.2
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	64.9
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	64.6
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	64.5
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	61.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	61.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	61.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	60.8
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	60.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	60.0
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	59.9
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	59.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	59.5
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	59.2
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	59.0
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	58.6
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	58.1
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	58.0
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	55.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	54.8
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	54.4
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	54.3
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	53.6
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	53.4
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	52.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	52.3
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	51.8
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	51.7
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	51.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	51.6
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	49.3
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	48.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	48.6
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	47.8
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	47.7
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	47.6
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	46.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	46.0
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	45.8
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	45.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	44.8
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	44.7
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	44.5
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	44.4
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	44.2
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	44.1
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	43.8
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	42.1
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	42.0
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	41.6
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	41.5
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	41.5
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	41.4
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	41.2
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	41.1
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	40.4
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	39.6
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	39.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	39.1
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	38.9
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	38.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	38.5
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	37.9
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	37.7
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	37.5
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	36.9
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	36.2
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	36.1
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	35.8
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	35.5
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	35.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	35.1
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	35.0
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	34.9
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	34.7
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	34.2
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	33.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	33.9
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	33.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	33.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	33.3
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	32.9
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	32.3
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	31.8
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	31.7
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	31.3
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	31.3
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	31.2
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	31.2
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	30.9
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	30.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	30.6
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	30.2
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	30.1
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	30.0
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	29.7
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	28.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	28.3
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	28.3
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	27.6
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	27.6
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	27.3
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	27.3
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	27.1
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	27.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	26.5
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	26.4
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	25.9
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	25.5
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	25.5
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	25.0
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	24.7
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	24.3
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	24.1
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	24.0
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	23.9
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	23.4
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	23.3
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	23.2
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	23.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	23.0
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	22.6
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	22.4
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	21.7
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	21.3
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	21.2
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	21.1
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	21.0
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	20.8
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	20.6
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	20.2
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	20.0
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	19.9
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	19.7
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	19.5
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	19.4
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	19.3
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	19.1
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	19.0
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	18.6
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	18.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	18.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	17.9
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	17.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	17.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	17.4
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	16.6
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	16.6
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	16.3
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	16.0
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	15.8
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	14.8
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	14.6
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	14.5
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	14.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	14.3
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	14.1
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	13.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	13.7
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	13.5
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	13.1
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	13.0
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	13.0
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	13.0
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	12.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	12.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	11.5
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	11.3
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	11.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	10.9
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	10.9
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	10.4
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	9.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	9.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	9.0
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	8.9
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	8.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	8.8
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	8.6
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	8.5
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	8.3
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	8.1
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	8.0
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	8.0
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	7.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	7.9
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	7.6
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	7.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	7.3
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	7.0
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	7.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	6.9
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	6.6
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	6.5
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	6.0
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	5.9
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	5.9
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	5.5
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	5.4
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	5.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	5.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	5.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	5.1
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	4.8
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	4.5
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	4.4
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	4.2
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	3.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	3.7
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.5
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	3.2
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	3.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	3.1
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	3.1
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	2.5
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	2.4
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	2.3
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	1.8
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	1.8
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	1.7
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	1.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	1.4
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	1.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	1.1
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	0.8
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	0.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	0.6
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	0.5
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	0.3
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	0.3
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	0.1
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	0.0
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	0.0
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0012280003	Tumor	1.6
CPT0088480003	Tumor	1.6
CPT0023350003	Tumor	1.4
CPT0021240003	Tumor	1.3
CPT0069000003	Tumor	1.3
CPT0025050003	Tumor	1.3
CPT0025230003	Tumor	1.3
CPT0019130003	Tumor	1.2
CPT0012550003	Tumor	1.1
CPT0001180009	Tumor	1.0
CPT0076330003	Tumor	1.0
CPT0081600003	Tumor	0.9
CPT0011240003	Tumor	0.9
CPT0025580004	Tumor	0.9
CPT0014450004	Tumor	0.8
CPT0086950003	Tumor	0.8
CPT0002350011	Tumor	0.8
CPT0079380003	Tumor	0.7
CPT0066480003	Tumor	0.7
CPT0017850003	Tumor	0.7
CPT0006900003	Tumor	0.7
CPT0075130003	Tumor	0.6
CPT0077110003	Tumor	0.6
CPT0092160003	Tumor	0.6
CPT0011410003	Tumor	0.6
CPT0015810003	Tumor	0.6
CPT0075560003	Tumor	0.6
CPT0086820003	Tumor	0.6
CPT0014160003	Tumor	0.6
CPT0092290003	Tumor	0.6
CPT0092190003	Normal	0.5
CPT0025110003	Tumor	0.5
CPT0088630003	Tumor	0.4
CPT0019990003	Tumor	0.4
CPT0015910003	Tumor	0.4
CPT0081990003	Tumor	0.4
CPT0078660003	Tumor	0.4
CPT0075170001	Normal	0.3
CPT0065750003	Tumor	0.3
CPT0086030003	Tumor	0.3
CPT0012370003	Tumor	0.3
CPT0063320003	Tumor	0.3
CPT0089460004	Tumor	0.3
CPT0079510001	Normal	0.3
CPT0084560003	Tumor	0.3
CPT0007320003	Tumor	0.3
CPT0023690003	Tumor	0.3
CPT0078800003	Tumor	0.2
CPT0078930003	Tumor	0.2
CPT0017410003	Tumor	0.2
CPT0010120001	Normal	0.2
CPT0010110003	Tumor	0.2
CPT0092790003	Tumor	0.2
CPT0079480003	Tumor	0.2
CPT0012670003	Tumor	0.2
CPT0078510003	Tumor	0.2
CPT0020120003	Tumor	0.2
CPT0079300001	Normal	0.2
CPT0075720003	Tumor	0.2
CPT0089020003	Tumor	0.2
CPT0066470004	Tumor	0.2
CPT0001270001	Normal	0.2
CPT0002270011	Tumor	0.1
CPT0079180003	Tumor	0.1
CPT0006440003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0088760003	Tumor	0.1
CPT0012080003	Tumor	0.1
CPT0079270003	Tumor	0.1
CPT0009000003	Tumor	0.1
CPT0000660001	Normal	0.1
CPT0071150004	Tumor	0.1
CPT0015730003	Tumor	0.1
CPT0025170003	Tumor	0.1
CPT0077320001	Normal	0.1
CPT0065690003	Tumor	0.1
CPT0014370004	Tumor	0.0
CPT0092730003	Tumor	0.0
CPT0000640003	Tumor	0.0
CPT0065870003	Tumor	0.0
CPT0012640003	Normal	0.0
CPT0079230003	Tumor	0.0
CPT0086970003	Normal	-0.1
CPT0078830003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0025290003	Tumor	-0.1
CPT0069190001	Normal	-0.1
CPT0087040003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0086870003	Tumor	-0.1
CPT0001190001	Normal	-0.1
CPT0012290003	Normal	-0.1
CPT0063330001	Normal	-0.1
CPT0065930003	Tumor	-0.2
CPT0018250001	Normal	-0.2
CPT0085670003	Tumor	-0.2
CPT0086360003	Tumor	-0.2
CPT0077490003	Tumor	-0.2
CPT0084590001	Normal	-0.2
CPT0065820001	Normal	-0.2
CPT0069010001	Normal	-0.2
CPT0001510001	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0064400001	Normal	-0.2
CPT0010170001	Normal	-0.3
CPT0012920003	Normal	-0.3
CPT0014470001	Normal	-0.3
CPT0024680001	Normal	-0.3
CPT0001340003	Tumor	-0.3
CPT0078670001	Normal	-0.3
CPT0078940001	Normal	-0.3
CPT0002370001	Normal	-0.3
CPT0024670003	Tumor	-0.3
CPT0066520001	Normal	-0.3
CPT0020020001	Normal	-0.3
CPT0063640001	Normal	-0.3
CPT0065430003	Tumor	-0.3
CPT0025920001	Normal	-0.3
CPT0088570001	Normal	-0.3
CPT0088500001	Normal	-0.3
CPT0063630003	Tumor	-0.3
CPT0066430001	Normal	-0.3
CPT0078990003	Tumor	-0.4
CPT0026420001	Normal	-0.4
CPT0006530001	Normal	-0.4
CPT0082010001	Normal	-0.4
CPT0086890003	Normal	-0.4
CPT0064370003	Tumor	-0.4
CPT0007470001	Normal	-0.4
CPT0012900004	Tumor	-0.4
CPT0009020003	Normal	-0.4
CPT0065810003	Tumor	-0.4
CPT0086830003	Normal	-0.4
CPT0013790003	Normal	-0.4
CPT0088920001	Normal	-0.4
CPT0088970003	Tumor	-0.4
CPT0001350001	Normal	-0.4
CPT0081880003	Tumor	-0.4
CPT0007860003	Tumor	-0.4
CPT0001550001	Normal	-0.4
CPT0017450001	Normal	-0.4
CPT0012570003	Normal	-0.4
CPT0012090003	Normal	-0.4
CPT0081620001	Normal	-0.4
CPT0077310003	Tumor	-0.4
CPT0078530001	Normal	-0.5
CPT0006730001	Normal	-0.5
CPT0012770003	Normal	-0.5
CPT0075570001	Normal	-0.5
CPT0092800003	Normal	-0.5
CPT0000890001	Normal	-0.5
CPT0088710001	Normal	-0.5
CPT0025060001	Normal	-0.5
CPT0007870001	Normal	-0.5
CPT0092310003	Normal	-0.5
CPT0014130001	Normal	-0.5
CPT0088640003	Normal	-0.5
CPT0001230001	Normal	-0.5
CPT0019160001	Normal	-0.5
CPT0006950001	Normal	-0.5
CPT0001500009	Tumor	-0.5
CPT0009080003	Normal	-0.5
CPT0089480003	Normal	-0.5
CPT0087050003	Normal	-0.5
CPT0089040001	Normal	-0.5
CPT0086370003	Normal	-0.6
CPT0079000001	Normal	-0.6
CPT0023360001	Normal	-0.6
CPT0079430001	Normal	-0.6
CPT0025880003	Tumor	-0.6
CPT0076350001	Normal	-0.6
CPT0077500001	Normal	-0.6
CPT0009060003	Tumor	-0.6
CPT0000790001	Normal	-0.6
CPT0025610001	Normal	-0.7
CPT0026410003	Tumor	-0.7
CPT0088780001	Normal	-0.7
CPT0078840001	Normal	-0.7
CPT0079410003	Tumor	-0.7
CPT0092740003	Normal	-0.7
CPT0065450001	Normal	-0.7
CPT0014350001	Normal	-0.7
CPT0025350003	Tumor	-0.8
CPT0077140001	Normal	-0.8
CPT0023710001	Normal	-0.8
CPT0088690003	Tumor	-0.9
CPT0001220008	Tumor	-0.9
CPT0069160003	Tumor	-0.9
CPT0088550004	Tumor	-0.9
CPT0001260009	Tumor	-0.9
CPT0000870016	Tumor	-0.9
CPT0000780007	Tumor	-1.1
CPT0001540009	Tumor	-1.2
CPT0012180003	Tumor	-1.2
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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 HPA039651
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