Expression of ST14 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

ST14 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 141.01

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

218.1

Number of samples

Samples

Sample	Description	TPM
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	558.6
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	540.6
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	497.2
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	463.5
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	459.8
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	457.8
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	398.6
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	340.9
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	336.6
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	327.4
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	327.2
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	324.3
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	319.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	306.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	306.1
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	306.0
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	303.7
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	302.8
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	297.1
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	290.5
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	276.6
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	274.4
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	270.9
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	244.4
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	240.3
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	238.0
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	237.9
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	229.9
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	226.6
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	223.5
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	209.0
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	204.4
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	204.0
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	203.5
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	200.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	186.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	163.7
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	163.4
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	162.9
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	161.7
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	154.9
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	143.5
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	138.5
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	133.3
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	121.2
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	119.3
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	116.6
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	113.9
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	113.6
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	109.0
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	104.8
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	102.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	99.6
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	92.8
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	91.3
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	70.3
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	67.5
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	65.1
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	64.0
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	52.4
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	52.1
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	23.9
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	18.3
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	5.4
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ST14 is not prognostic in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 17.34

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

21.5

Number of samples

521

Samples

Sample	Description	TPM
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	221.2
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	202.7
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	187.2
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	146.9
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	143.8
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	136.7
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	128.8
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	128.5
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	127.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	125.9
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	124.9
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	122.4
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	116.6
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	112.0
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	105.9
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	105.7
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	101.5
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	97.2
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	96.7
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	94.1
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	93.7
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	93.1
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	91.6
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	87.4
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	85.3
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	85.0
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	79.8
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	75.9
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	74.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	74.1
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	73.9
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	73.8
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	71.8
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	70.4
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	67.6
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	64.4
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	63.5
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	62.3
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	61.9
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	61.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	60.0
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	59.5
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	59.1
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	57.9
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	55.0
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	54.4
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	54.4
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	53.4
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	53.1
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	52.0
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	50.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	49.7
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	48.3
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	47.8
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	47.3
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	46.3
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	46.2
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	43.5
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	43.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	43.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	42.9
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	40.1
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	40.0
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	39.4
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	38.4
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	38.2
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	38.1
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	36.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	36.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	36.4
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	35.8
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	35.7
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	35.6
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	35.4
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	35.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	34.8
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	34.4
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	34.2
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	33.9
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	33.5
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	33.4
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.5
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	32.1
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	32.0
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	32.0
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	32.0
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	31.6
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	31.5
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	31.0
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	31.0
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	30.8
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	30.6
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	30.4
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	30.4
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	30.2
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	30.2
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	29.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	29.3
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	29.2
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	29.2
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	28.8
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	28.7
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	28.6
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	28.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	28.0
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	27.9
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	27.8
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	27.8
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	27.7
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	27.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	27.2
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	26.9
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	26.9
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	26.9
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	26.3
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	26.0
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	25.7
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	25.6
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	25.2
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	25.0
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	24.7
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	24.6
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	24.4
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	24.3
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	24.3
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	23.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	23.8
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	23.5
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	23.5
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	23.4
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	23.2
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	23.0
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	22.7
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	22.6
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	22.4
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	22.1
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	22.0
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	21.8
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	21.7
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	21.3
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	21.1
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	21.1
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	21.0
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	20.9
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	20.9
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	20.9
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	20.8
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	20.6
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	20.5
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	20.5
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	20.4
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	20.4
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	20.3
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	20.1
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	20.1
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	19.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	19.9
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	19.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	19.8
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	19.5
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	19.5
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	19.5
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	19.2
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	19.2
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	19.1
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	19.0
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	18.9
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	18.6
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	18.5
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	18.4
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	18.4
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	18.4
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	18.3
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	18.3
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	17.9
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	17.8
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	17.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	17.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	17.5
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	17.3
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	17.3
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	17.3
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	17.1
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	17.1
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	16.9
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	16.9
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	16.8
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	16.8
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	16.7
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	16.5
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	16.4
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	16.4
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	16.3
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	16.3
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	16.3
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	16.1
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	16.1
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	16.0
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	15.8
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	15.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	15.8
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	15.8
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	15.7
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	15.7
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	15.7
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	15.6
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	15.6
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	15.5
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	15.5
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	15.4
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	15.4
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	15.3
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	15.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	15.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	15.1
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	15.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	15.0
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	15.0
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	14.8
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	14.8
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	14.7
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	14.7
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	14.6
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	14.6
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	14.1
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	14.1
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	14.1
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	13.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	13.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	13.6
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	13.6
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	13.6
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	13.6
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	13.5
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	13.4
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	13.4
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	13.2
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	13.1
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	13.1
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	13.1
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	13.0
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	13.0
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	13.0
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	13.0
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	12.9
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	12.9
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	12.9
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	12.7
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	12.7
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	12.5
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	12.5
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	12.4
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	12.3
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	12.2
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	12.2
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	12.1
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	12.1
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	12.1
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	12.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	11.8
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	11.7
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	11.7
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	11.7
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	11.7
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	11.5
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	11.4
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	11.4
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	11.3
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	11.2
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	11.2
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	11.1
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	11.1
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	11.0
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	11.0
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	10.9
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	10.8
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	10.7
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	10.7
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	10.6
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	10.5
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	10.5
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	10.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	10.5
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	10.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	10.4
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	10.3
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	10.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	10.3
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	10.3
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	10.2
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	10.2
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	10.1
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	10.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	10.1
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	10.0
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	10.0
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	10.0
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	9.8
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	9.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	9.7
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	9.6
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	9.6
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	9.6
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	9.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	9.5
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	9.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	9.5
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	9.5
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	9.5
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	9.5
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	9.4
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	9.4
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	9.4
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	9.4
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	9.2
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	9.2
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	9.1
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	9.1
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	9.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	9.0
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	9.0
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	9.0
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	8.9
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	8.9
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	8.9
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	8.9
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	8.8
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	8.8
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	8.8
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	8.8
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	8.7
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	8.7
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	8.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	8.6
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	8.6
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	8.5
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	8.5
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	8.5
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	8.5
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	8.4
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	8.3
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	8.3
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	8.2
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	8.2
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	8.2
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	8.1
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	8.1
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	8.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	8.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	8.0
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	8.0
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	8.0
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	7.9
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	7.9
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	7.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	7.9
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	7.9
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	7.9
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	7.8
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	7.6
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	7.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	7.5
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	7.5
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	7.5
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	7.5
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	7.4
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	7.3
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	7.3
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	7.3
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	7.2
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	7.2
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	7.2
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	7.2
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	7.1
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	7.1
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	7.1
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	7.1
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	7.0
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	7.0
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	7.0
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	7.0
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	6.9
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	6.9
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	6.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	6.8
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	6.8
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	6.8
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	6.8
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	6.8
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	6.8
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	6.7
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	6.7
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	6.6
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	6.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	6.6
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	6.6
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	6.6
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	6.5
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	6.5
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	6.5
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	6.4
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	6.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	6.3
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	6.3
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	6.3
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	6.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	6.2
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	6.2
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	6.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	6.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	6.2
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	6.1
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	6.1
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	6.0
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	5.8
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	5.8
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	5.8
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	5.8
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	5.7
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	5.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	5.7
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	5.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	5.6
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	5.6
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	5.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	5.6
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	5.6
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	5.5
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	5.5
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	5.4
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	5.4
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	5.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	5.3
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	5.3
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	5.3
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	5.3
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	5.3
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	5.3
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	5.2
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	5.2
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	5.2
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	5.2
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	5.2
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	5.2
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	5.1
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	5.1
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	5.0
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	5.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	5.0
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	4.9
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	4.9
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	4.9
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	4.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	4.8
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	4.8
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	4.8
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	4.6
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	4.6
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	4.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	4.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	4.5
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	4.4
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	4.4
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	4.3
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	4.3
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	4.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	4.3
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	4.3
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	4.2
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	4.1
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	4.1
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	4.1
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	4.1
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	3.9
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	3.8
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	3.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	3.7
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	3.7
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	3.7
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	3.7
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	3.6
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	3.6
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	3.6
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	3.5
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	3.5
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	3.4
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	3.4
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	3.4
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	3.3
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	3.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	3.2
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	3.1
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	3.1
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	3.1
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	3.1
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	3.1
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	2.9
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	2.9
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	2.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	2.8
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	2.6
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	2.6
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	2.5
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	2.5
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	2.5
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	2.4
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	2.4
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	2.2
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	2.1
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	2.1
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	2.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	2.0
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	2.0
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	1.8
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	1.7
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	1.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	1.2
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	1.0
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	1.0
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	0.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ST14 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 16.26

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

18.6

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	111.4
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	68.5
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	57.7
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	54.5
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	49.7
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	47.0
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	46.0
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	45.5
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	44.0
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	42.0
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	35.9
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	35.3
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	35.1
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	34.4
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	33.3
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	33.0
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	31.1
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	29.4
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	29.0
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	27.3
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	26.0
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	25.4
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	25.3
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	24.9
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	24.0
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	23.7
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	23.3
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	22.9
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	22.2
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	22.1
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	21.7
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	21.6
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	20.7
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	20.7
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	20.3
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	18.7
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	17.6
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	17.5
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	17.4
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	17.4
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	17.4
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	16.7
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	15.8
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	15.7
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	15.5
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	15.3
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	15.2
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	14.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	14.8
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	14.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	14.4
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	14.3
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	14.3
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	14.0
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	13.7
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	13.4
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	11.4
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	11.3
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	11.3
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	10.6
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	10.5
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	9.9
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	9.7
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	9.7
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	9.6
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	9.6
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	9.3
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	9.3
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	8.6
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	8.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	8.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	8.5
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	8.4
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	8.4
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	8.1
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	8.0
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	7.5
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	7.1
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	6.9
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	6.6
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	6.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	5.8
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	5.7
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	5.1
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	5.0
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	4.9
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	4.8
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	4.8
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	4.8
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	4.7
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	4.0
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	3.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	3.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	3.8
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	3.7
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	3.4
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	3.2
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	2.7
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	2.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	1.9
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

ST14 is potential prognostic, high expression is favorable in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 48.48

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

106.8

Number of samples

282

Samples

Sample	Description	TPM
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	371.8
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	333.5
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	326.5
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	315.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	310.7
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	306.0
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	294.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	280.8
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	276.1
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	260.8
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	256.8
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	247.4
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	238.6
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	237.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	236.6
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	222.9
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	219.5
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	214.6
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	214.1
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	212.0
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	209.2
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	206.4
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	203.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	200.6
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	196.2
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	192.2
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	190.5
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	188.8
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	187.9
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	185.7
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	185.5
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	184.5
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	184.3
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	180.7
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	180.3
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	178.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	176.6
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	176.5
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	175.7
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	175.2
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	175.1
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	172.2
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	172.1
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	169.6
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	166.9
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	164.8
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	163.1
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	161.5
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	159.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	159.1
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	158.6
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	158.1
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	157.0
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	156.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	154.3
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	152.5
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	151.8
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	151.6
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	148.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	148.7
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	148.4
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	147.7
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	147.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	147.4
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	146.3
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	145.4
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	144.8
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	144.7
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	144.4
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	144.4
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	143.1
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	141.4
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	140.2
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	139.3
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	139.0
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	137.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	137.3
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	136.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	135.1
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	133.7
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	133.1
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	133.1
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	132.9
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	132.4
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	129.2
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	128.7
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	128.5
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	128.2
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	128.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	128.0
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	127.6
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	126.9
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	126.4
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	126.0
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	125.5
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	125.1
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	125.0
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	124.3
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	124.2
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	123.8
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	122.9
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	122.3
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	119.7
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	119.4
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	119.3
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	118.8
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	118.0
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	116.8
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	115.1
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	114.8
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	114.7
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	114.3
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	114.1
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	112.8
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	112.5
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	112.4
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	111.9
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	111.2
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	109.7
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	108.6
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	108.4
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	108.3
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	108.2
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	108.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	108.0
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	107.4
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	107.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	107.2
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	106.2
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	106.0
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	104.9
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	104.6
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	103.7
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	103.4
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	102.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	102.6
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	102.4
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	102.2
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	102.1
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	101.8
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	101.7
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	99.8
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	99.5
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	99.3
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	98.7
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	98.7
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	98.4
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	98.4
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	98.2
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	98.2
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	98.2
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	97.7
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	97.6
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	96.5
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	96.4
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	95.1
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	94.8
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	94.6
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	94.2
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	93.4
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	92.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	92.6
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	92.3
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	91.9
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	91.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	91.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	91.3
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	90.8
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	89.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	88.5
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	88.2
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	87.8
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	87.1
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	85.3
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	84.9
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	84.0
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	83.9
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	81.9
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	81.8
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	81.7
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	80.0
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	79.0
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	78.8
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	78.8
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	76.6
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	73.8
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	73.6
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	73.1
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	68.8
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	68.2
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	68.1
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	68.1
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	67.9
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	67.1
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	63.6
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	63.5
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	63.4
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	63.2
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	62.8
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	62.7
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	62.7
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	62.3
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	62.2
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	62.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	62.0
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	61.6
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	60.9
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	60.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	60.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	60.1
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	60.1
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	59.4
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	57.5
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	56.3
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	55.0
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	54.8
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	54.2
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	52.6
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	51.8
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	51.5
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	50.4
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	49.4
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	48.9
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	48.7
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	48.3
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	47.7
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	47.6
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	47.5
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	46.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	46.5
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	46.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	46.0
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	43.8
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	43.4
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	43.4
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	42.7
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	42.6
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	42.4
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	41.1
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	40.5
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	39.5
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	39.2
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	38.3
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	38.0
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	37.7
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	37.2
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	37.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	36.4
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	35.5
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	35.4
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	31.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	30.1
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	29.0
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	28.0
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	27.6
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	27.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	27.0
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	26.3
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	21.4
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	19.3
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	18.0
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	17.3
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	15.8
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	14.8
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	14.0
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	9.2
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	9.0
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	8.6
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	8.4
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	7.2
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	6.4
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	6.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	4.3
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	4.0
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	3.8
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	3.1
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	3.0
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	1.6
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	1.4
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	0.7
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	0.6
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	0.6
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0079180003	Tumor	2.3
CPT0078660003	Tumor	2.1
CPT0088480003	Tumor	1.5
CPT0078800003	Tumor	1.4
CPT0079510001	Normal	1.3
CPT0012280003	Tumor	1.1
CPT0007320003	Tumor	1.0
CPT0079300001	Normal	1.0
CPT0002270011	Tumor	0.9
CPT0009020003	Normal	0.9
CPT0012640003	Normal	0.8
CPT0063330001	Normal	0.8
CPT0077320001	Normal	0.7
CPT0001190001	Normal	0.7
CPT0069190001	Normal	0.7
CPT0007870001	Normal	0.6
CPT0002370001	Normal	0.6
CPT0065430003	Tumor	0.6
CPT0020120003	Tumor	0.6
CPT0084590001	Normal	0.6
CPT0012920003	Normal	0.6
CPT0010120001	Normal	0.6
CPT0001230001	Normal	0.6
CPT0078940001	Normal	0.5
CPT0001510001	Normal	0.5
CPT0086890003	Normal	0.4
CPT0001550001	Normal	0.4
CPT0076350001	Normal	0.4
CPT0001270001	Normal	0.4
CPT0000660001	Normal	0.4
CPT0025920001	Normal	0.4
CPT0088640003	Normal	0.3
CPT0001350001	Normal	0.3
CPT0014470001	Normal	0.3
CPT0082010001	Normal	0.3
CPT0001180009	Tumor	0.3
CPT0079430001	Normal	0.3
CPT0065820001	Normal	0.3
CPT0066520001	Normal	0.3
CPT0063640001	Normal	0.3
CPT0019160001	Normal	0.3
CPT0075170001	Normal	0.3
CPT0017450001	Normal	0.3
CPT0009080003	Normal	0.3
CPT0006530001	Normal	0.2
CPT0092190003	Normal	0.2
CPT0088500001	Normal	0.2
CPT0078530001	Normal	0.2
CPT0024680001	Normal	0.2
CPT0006730001	Normal	0.2
CPT0089040001	Normal	0.2
CPT0014450004	Tumor	0.2
CPT0069010001	Normal	0.2
CPT0077500001	Normal	0.2
CPT0078670001	Normal	0.2
CPT0092310003	Normal	0.2
CPT0012770003	Normal	0.2
CPT0077140001	Normal	0.2
CPT0012290003	Normal	0.2
CPT0088710001	Normal	0.2
CPT0086370003	Normal	0.2
CPT0000790001	Normal	0.2
CPT0065450001	Normal	0.1
CPT0014160003	Tumor	0.1
CPT0025580004	Tumor	0.1
CPT0086830003	Normal	0.1
CPT0025610001	Normal	0.1
CPT0012090003	Normal	0.1
CPT0079000001	Normal	0.1
CPT0014130001	Normal	0.1
CPT0010170001	Normal	0.1
CPT0018250001	Normal	0.1
CPT0088570001	Normal	0.1
CPT0081620001	Normal	0.1
CPT0088920001	Normal	0.1
CPT0075570001	Normal	0.1
CPT0012570003	Normal	0.1
CPT0078840001	Normal	0.1
CPT0017850003	Tumor	0.0
CPT0023360001	Normal	0.0
CPT0013790003	Normal	0.0
CPT0088550004	Tumor	0.0
CPT0025060001	Normal	0.0
CPT0064400001	Normal	0.0
CPT0069000003	Tumor	0.0
CPT0007470001	Normal	0.0
CPT0019130003	Tumor	0.0
CPT0092800003	Normal	0.0
CPT0086820003	Tumor	-0.1
CPT0001220008	Tumor	-0.1
CPT0086970003	Normal	-0.1
CPT0089480003	Normal	-0.1
CPT0023710001	Normal	-0.1
CPT0026420001	Normal	-0.1
CPT0006950001	Normal	-0.1
CPT0017410003	Tumor	-0.2
CPT0087050003	Normal	-0.2
CPT0014350001	Normal	-0.2
CPT0066430001	Normal	-0.2
CPT0092740003	Normal	-0.2
CPT0020130001	Normal	-0.2
CPT0024670003	Tumor	-0.2
CPT0020020001	Normal	-0.3
CPT0088780001	Normal	-0.3
CPT0064370003	Tumor	-0.3
CPT0078510003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0089020003	Tumor	-0.3
CPT0066480003	Tumor	-0.3
CPT0063320003	Tumor	-0.3
CPT0065750003	Tumor	-0.3
CPT0000890001	Normal	-0.4
CPT0087040003	Tumor	-0.4
CPT0010110003	Tumor	-0.4
CPT0078830003	Tumor	-0.4
CPT0086950003	Tumor	-0.4
CPT0086360003	Tumor	-0.4
CPT0092730003	Tumor	-0.4
CPT0077110003	Tumor	-0.4
CPT0015810003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0081600003	Tumor	-0.5
CPT0075130003	Tumor	-0.5
CPT0075560003	Tumor	-0.5
CPT0077310003	Tumor	-0.5
CPT0086030003	Tumor	-0.5
CPT0009000003	Tumor	-0.5
CPT0071150004	Tumor	-0.6
CPT0001540009	Tumor	-0.6
CPT0015910003	Tumor	-0.6
CPT0084560003	Tumor	-0.6
CPT0000870016	Tumor	-0.6
CPT0075720003	Tumor	-0.6
CPT0086870003	Tumor	-0.6
CPT0079270003	Tumor	-0.6
CPT0076330003	Tumor	-0.7
CPT0023350003	Tumor	-0.7
CPT0079380003	Tumor	-0.7
CPT0001340003	Tumor	-0.7
CPT0079480003	Tumor	-0.7
CPT0078990003	Tumor	-0.7
CPT0065810003	Tumor	-0.7
CPT0012080003	Tumor	-0.7
CPT0081990003	Tumor	-0.7
CPT0012550003	Tumor	-0.8
CPT0023690003	Tumor	-0.8
CPT0092790003	Tumor	-0.8
CPT0078930003	Tumor	-0.8
CPT0069160003	Tumor	-0.8
CPT0006900003	Tumor	-0.9
CPT0079410003	Tumor	-0.9
CPT0079230003	Tumor	-0.9
CPT0009060003	Tumor	-0.9
CPT0092160003	Tumor	-0.9
CPT0007860003	Tumor	-0.9
CPT0015730003	Tumor	-0.9
CPT0000780007	Tumor	-0.9
CPT0012180003	Tumor	-0.9
CPT0025050003	Tumor	-0.9
CPT0065870003	Tumor	-1.0
CPT0088690003	Tumor	-1.0
CPT0088900003	Tumor	-1.0
CPT0006630003	Tumor	-1.0
CPT0026410003	Tumor	-1.0
CPT0012370003	Tumor	-1.0
CPT0001500009	Tumor	-1.0
CPT0021240003	Tumor	-1.0
CPT0025230003	Tumor	-1.1
CPT0088630003	Tumor	-1.1
CPT0089460004	Tumor	-1.1
CPT0001260009	Tumor	-1.1
CPT0000640003	Tumor	-1.1
CPT0014370004	Tumor	-1.1
CPT0092290003	Tumor	-1.2
CPT0025880003	Tumor	-1.2
CPT0006440003	Tumor	-1.3
CPT0077490003	Tumor	-1.3
CPT0019990003	Tumor	-1.3
CPT0012670003	Tumor	-1.4
CPT0010160003	Tumor	-1.4
CPT0012900004	Tumor	-1.4
CPT0088760003	Tumor	-1.4
CPT0025110003	Tumor	-1.5
CPT0011410003	Tumor	-1.5
CPT0085670003	Tumor	-1.5
CPT0066470004	Tumor	-1.5
CPT0011240003	Tumor	-1.6
CPT0065930003	Tumor	-1.7
CPT0088970003	Tumor	-1.8
CPT0025170003	Tumor	-2.0
CPT0065690003	Tumor	-2.3
CPT0025290003	Tumor	-2.8
CPT0025350003	Tumor	-2.9
CPT0081880003	Tumor	-2.9
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RENAL CANCER - Protein expressionⁱ A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here. Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.

Antibody stainingⁱ Antibody staining in the annotated cell types in the current human tissue is reported as not detected, low, medium, or high, based on conventional immunohistochemistry profiling in selected tissues. This score is based on the combination of the staining intensity and fraction of stained cells. Each image is clickable and will lead to virtual microscopy that enables deeper exploration of all samples and also displays staining intensity scores, fraction scores and subcellular localization as well as patient and tissue information for each sample.	Antibody HPA056258
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