Expression of CD99L2 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

CD99L2 is not prognostic in Kidney Chromophobe (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.58

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

39.4

Number of samples

Samples

Sample	Description	TPM
TCGA-KN-8432-01A	0 years, female, white, stage:Stage II, alive, 76 days	121.1
TCGA-KL-8337-01A	0 years, male, black or african american, stage:Stage II, alive, 1364 days	96.8
TCGA-KN-8421-01A	0 years, female, white, stage:Stage II, alive, 2674 days	78.4
TCGA-KN-8436-01A	0 years, male, white, stage:Stage II, alive, 1288 days	77.0
TCGA-KO-8411-01A	0 years, male, white, stage:Stage I, alive, 3958 days	76.1
TCGA-KL-8343-01A	0 years, male, white, stage:Stage III, dead, 2172 days	75.6
TCGA-KL-8329-01A	0 years, female, asian, stage:Stage I, alive, 2752 days	73.1
TCGA-KO-8417-01A	0 years, female, white, stage:Stage I, alive, 2815 days	68.5
TCGA-KL-8338-01A	0 years, male, white, stage:Stage III, alive, 2633 days	64.7
TCGA-KL-8331-01A	0 years, female, white, stage:Stage II, alive, 3010 days	62.3
TCGA-KL-8344-01A	0 years, male, white, stage:Stage III, alive, 876 days	61.9
TCGA-KN-8429-01A	0 years, female, white, stage:Stage III, alive, 2650 days	60.7
TCGA-KM-8440-01A	0 years, male, black or african american, stage:Stage III, alive, 1366 days	59.3
TCGA-KL-8323-01A	0 years, female, white, stage:Stage III, dead, 1158 days	58.0
TCGA-KO-8404-01A	0 years, male, white, stage:Stage IV, dead, 325 days	57.8
TCGA-KN-8423-01A	0 years, male, white, stage:Stage I, alive, 788 days	57.5
TCGA-KO-8414-01A	0 years, female, white, stage:Stage II, alive, 3212 days	53.7
TCGA-KN-8433-01A	0 years, female, white, stage:Stage III, alive, 341 days	49.3
TCGA-KL-8345-01A	0 years, male, white, stage:Stage III, alive, 1665 days	48.3
TCGA-KN-8434-01A	0 years, female, white, stage:Stage II, alive, 1797 days	47.0
TCGA-KL-8334-01A	0 years, female, white, stage:Stage III, alive, 2949 days	46.2
TCGA-KM-8639-01A	0 years, male, white, stage:Stage I, alive, 953 days	45.5
TCGA-KL-8342-01A	0 years, female, white, stage:Stage II, alive, 2248 days	41.5
TCGA-KN-8424-01A	0 years, female, white, stage:Stage I, alive, 1983 days	41.5
TCGA-KL-8326-01A	0 years, male, white, stage:Stage III, alive, 3322 days	39.9
TCGA-KL-8336-01A	0 years, female, white, stage:Stage IV, dead, 920 days	39.8
TCGA-KN-8418-01A	0 years, female, white, stage:Stage II, alive, 3935 days	38.8
TCGA-KN-8435-01A	0 years, male, white, stage:Stage II, alive, 3498 days	38.1
TCGA-KL-8346-01A	0 years, male, white, stage:Stage II, alive, 1897 days	37.8
TCGA-KM-8442-01A	0 years, male, stage:Stage II, alive, 1437 days	36.3
TCGA-KL-8333-01A	0 years, male, white, stage:Stage II, alive, 2991 days	36.2
TCGA-KO-8407-01A	0 years, male, white, stage:Stage II, alive, 2820 days	34.8
TCGA-KO-8415-01A	0 years, female, white, stage:Stage I, alive, 2939 days	34.7
TCGA-KL-8325-01A	0 years, female, white, stage:Stage II, dead, 725 days	34.5
TCGA-KN-8419-01A	0 years, male, black or african american, stage:Stage II, alive, 714 days	34.1
TCGA-KO-8408-01A	0 years, male, white, stage:Stage III, dead, 507 days	31.6
TCGA-KL-8335-01A	0 years, male, white, stage:Stage III, alive, 2815 days	29.7
TCGA-KN-8428-01A	0 years, male, white, stage:Stage II, dead, 1590 days	29.1
TCGA-KL-8330-01A	0 years, female, black or african american, stage:Stage II, alive, 3304 days	28.1
TCGA-KO-8406-01A	0 years, female, white, stage:Stage I, alive, 3145 days	27.3
TCGA-KO-8409-01A	0 years, male, white, stage:Stage II, alive, 3180 days	27.2
TCGA-KL-8340-01A	0 years, male, white, stage:Stage II, alive, 2024 days	26.8
TCGA-KL-8324-01A	0 years, female, white, stage:Stage II, alive, 4676 days	26.5
TCGA-KL-8332-01A	0 years, male, white, stage:Stage I, alive, 2582 days	26.3
TCGA-KN-8425-01A	0 years, male, white, stage:Stage I, alive, 3179 days	25.6
TCGA-KM-8443-01A	0 years, male, white, stage:Stage II, alive, 1520 days	25.4
TCGA-KO-8413-01A	0 years, male, white, stage:Stage I, alive, 3038 days	25.2
TCGA-KN-8427-01A	0 years, male, white, stage:Stage IV, alive, 30 days	25.0
TCGA-KN-8431-01A	0 years, female, stage:Stage II, alive, 588 days	22.6
TCGA-KO-8416-01A	0 years, male, white, stage:Stage III, alive, 2752 days	22.4
TCGA-KL-8339-01A	0 years, male, white, stage:Stage IV, dead, 855 days	20.8
TCGA-KO-8410-01A	0 years, female, white, stage:Stage I, alive, 3136 days	19.9
TCGA-KL-8328-01A	0 years, male, white, stage:Stage II, alive, 3127 days	19.1
TCGA-KN-8426-01A	0 years, male, white, stage:Stage IV, alive, 108 days	16.5
TCGA-KM-8438-01A	0 years, female, white, stage:Stage II, alive, 4622 days	16.2
TCGA-KL-8327-01A	0 years, female, white, stage:Stage I, alive, 4169 days	15.3
TCGA-KM-8476-01A	0 years, male, white, stage:Stage I, alive, 3745 days	14.9
TCGA-KM-8441-01A	0 years, female, white, stage:Stage I, alive, 876 days	14.1
TCGA-KL-8341-01A	0 years, male, asian, stage:Stage IV, dead, 754 days	12.6
TCGA-KM-8439-01A	0 years, male, white, stage:Stage I, alive, 708 days	11.8
TCGA-KO-8405-01A	0 years, male, white, stage:Stage III, alive, 3056 days	11.2
TCGA-KN-8437-01A	0 years, female, white, stage:Stage I, alive, 3068 days	11.0
TCGA-KO-8403-01A	0 years, male, white, stage:Stage I, alive, 3208 days	10.5
TCGA-KM-8477-01A	0 years, male, white, stage:Stage I, alive, 1553 days	7.1
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KIDNEY RENAL CLEAR CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CD99L2 is potential prognostic, high expression is favorable in Kidney Renal Clear Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 28.73

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

35.3

Number of samples

521

Samples

Sample	Description	TPM
TCGA-CJ-5681-01A	0 years, female, white, stage:Stage IV, dead, 552 days	86.8
TCGA-B0-4688-01A	0 years, male, white, stage:Stage IV, dead, 101 days	83.3
TCGA-T7-A92I-01A	0 years, female, black or african american, stage:Stage I, alive, 356 days	82.3
TCGA-B0-5705-01A	0 years, female, white, stage:Stage I, alive, 4537 days	77.3
TCGA-CZ-5458-01A	0 years, male, white, stage:Stage III, alive, 2789 days	75.6
TCGA-EU-5907-01A	0 years, male, white, stage:Stage III, alive, 127 days	72.1
TCGA-CJ-5680-01A	0 years, female, white, stage:Stage IV, dead, 768 days	70.7
TCGA-EU-5905-01A	0 years, female, white, stage:Stage I, alive, 119 days	68.8
TCGA-B0-5120-01A	0 years, female, white, stage:Stage I, alive, 1169 days	68.6
TCGA-CZ-4865-01A	0 years, female, white, stage:Stage I, dead, 166 days	68.0
TCGA-B0-5080-01A	0 years, male, white, stage:Stage IV, dead, 342 days	67.9
TCGA-B4-5838-01A	0 years, male, white, stage:'--, alive, 166 days	67.1
TCGA-B0-4696-01A	0 years, male, white, stage:Stage III, dead, 866 days	64.2
TCGA-GK-A6C7-01A	0 years, female, black or african american, stage:Stage I, alive, 61 days	63.1
TCGA-BP-4959-01A	0 years, male, white, stage:Stage I, alive, 2660 days	62.9
TCGA-B4-5844-01A	0 years, female, white, stage:Stage II, alive, 7 days	62.2
TCGA-BP-4775-01A	0 years, female, white, stage:Stage I, alive, 1843 days	62.1
TCGA-CW-5583-01A	0 years, female, white, stage:Stage I, alive, 2489 days	59.7
TCGA-AK-3428-01A	0 years, male, white, stage:Stage III, alive, 3728 days	59.7
TCGA-A3-3373-01A	0 years, female, white, stage:Stage I, alive, 1621 days	58.9
TCGA-CW-6088-01A	0 years, male, white, stage:Stage I, alive, 3222 days	58.8
TCGA-B8-5549-01A	0 years, male, white, stage:Stage I, alive, 194 days	58.2
TCGA-CW-5584-01A	0 years, male, white, stage:Stage III, dead, 164 days	57.5
TCGA-A3-3376-01A	0 years, male, black or african american, stage:Stage I, dead, 1696 days	57.4
TCGA-BP-4762-01A	0 years, male, white, stage:Stage I, dead, 1343 days	57.0
TCGA-A3-3382-01A	0 years, male, white, stage:Stage I, alive, 574 days	56.3
TCGA-BP-4967-01A	0 years, male, white, stage:Stage III, alive, 205 days	56.3
TCGA-B0-5691-01A	0 years, female, white, stage:Stage I, alive, 3431 days	55.7
TCGA-B8-5545-01A	0 years, male, black or african american, stage:Stage I, alive, 1525 days	55.4
TCGA-B4-5836-01A	0 years, female, white, stage:Stage I, alive, 141 days	55.2
TCGA-CJ-4905-01A	0 years, female, white, stage:Stage I, alive, 1496 days	55.2
TCGA-CJ-4640-01A	0 years, male, white, stage:Stage III, alive, 3480 days	54.7
TCGA-B4-5834-01A	0 years, male, white, stage:Stage I, alive, 38 days	54.0
TCGA-B2-5636-01A	0 years, male, white, stage:Stage I, alive, 919 days	54.0
TCGA-B0-5116-01A	0 years, male, white, stage:Stage III, alive, 1274 days	53.9
TCGA-B8-5550-01A	0 years, male, white, stage:Stage III, alive, 1476 days	53.6
TCGA-B0-5113-01A	0 years, female, white, stage:Stage III, alive, 1175 days	53.1
TCGA-CZ-5462-01A	0 years, male, white, stage:Stage IV, dead, 311 days	52.3
TCGA-CJ-4907-01A	0 years, male, white, stage:Stage III, alive, 1499 days	52.2
TCGA-BP-4782-01A	0 years, female, white, stage:Stage I, alive, 354 days	52.1
TCGA-BP-4169-01A	0 years, female, white, stage:Stage II, dead, 701 days	52.1
TCGA-BP-4789-01A	0 years, male, white, stage:Stage I, alive, 1489 days	51.8
TCGA-A3-A6NN-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	51.6
TCGA-BP-5189-01A	0 years, male, white, stage:Stage I, dead, 822 days	51.3
TCGA-B0-5096-01A	0 years, female, white, stage:Stage III, dead, 68 days	50.6
TCGA-B0-5110-01A	0 years, female, white, stage:Stage I, alive, 2009 days	50.5
TCGA-CW-5585-01A	0 years, male, white, stage:Stage IV, alive, 2609 days	50.5
TCGA-BP-4790-01A	0 years, male, white, stage:Stage I, dead, 1111 days	50.4
TCGA-B0-5102-01A	0 years, female, white, stage:Stage I, dead, 2764 days	50.3
TCGA-A3-A8CQ-01A	0 years, female, black or african american, stage:Stage I, alive, 3 days	50.3
TCGA-A3-3346-01A	0 years, male, white, stage:Stage I, dead, 137 days	50.1
TCGA-B8-5553-01A	0 years, female, white, stage:Stage I, alive, 435 days	49.9
TCGA-B0-5690-01A	0 years, female, white, stage:Stage I, alive, 3392 days	49.8
TCGA-B0-5710-01A	0 years, male, white, stage:Stage I, alive, 2430 days	49.8
TCGA-CJ-4897-01A	0 years, female, white, stage:Stage III, alive, 3341 days	49.7
TCGA-CZ-5461-01A	0 years, male, white, stage:Stage IV, dead, 330 days	49.5
TCGA-BP-4781-01A	0 years, male, white, stage:Stage I, alive, 2080 days	49.5
TCGA-EU-5906-01A	0 years, male, white, stage:Stage I, alive, 206 days	49.4
TCGA-BP-4807-01A	0 years, male, white, stage:Stage I, alive, 211 days	49.4
TCGA-A3-3349-01A	0 years, female, white, stage:Stage I, alive, 1385 days	49.4
TCGA-BP-5192-01A	0 years, male, white, stage:Stage I, alive, 714 days	49.3
TCGA-AS-3778-01A	0 years, male, white, stage:Stage I, alive, 43 days	49.2
TCGA-B0-5695-01A	0 years, female, white, stage:Stage I, alive, 2150 days	49.2
TCGA-CW-6093-01A	0 years, male, white, stage:Stage I, alive, 3146 days	49.2
TCGA-BP-4985-01A	0 years, male, white, stage:Stage III, dead, 952 days	49.1
TCGA-B8-5164-01A	0 years, male, white, stage:Stage III, alive, 26 days	49.1
TCGA-CZ-4854-01A	0 years, male, white, stage:Stage I, dead, 1404 days	49.0
TCGA-BP-5186-01A	0 years, female, white, stage:Stage I, alive, 693 days	49.0
TCGA-CJ-4871-01A	0 years, male, white, stage:Stage IV, alive, 2423 days	48.8
TCGA-BP-4326-01A	0 years, female, white, stage:Stage I, dead, 1625 days	48.7
TCGA-CW-5589-01A	0 years, male, white, stage:Stage I, alive, 2378 days	48.6
TCGA-B0-5709-01A	0 years, female, white, stage:Stage III, alive, 3974 days	48.5
TCGA-CW-5591-01A	0 years, male, white, stage:Stage IV, alive, 2271 days	48.4
TCGA-B8-5165-01A	0 years, male, white, stage:Stage I, alive, 737 days	48.1
TCGA-CZ-5467-01A	0 years, female, white, stage:Stage III, dead, 73 days	48.0
TCGA-BP-4994-01A	0 years, male, white, stage:Stage I, alive, 1308 days	48.0
TCGA-B8-5546-01A	0 years, female, black or african american, stage:Stage I, alive, 505 days	47.8
TCGA-CZ-4856-01A	0 years, female, white, stage:Stage I, alive, 18 days	47.5
TCGA-BP-4801-01A	0 years, male, white, stage:Stage I, alive, 1124 days	47.0
TCGA-BP-4976-01A	0 years, male, white, stage:Stage I, alive, 1632 days	47.0
TCGA-G6-A8L8-01A	0 years, female, black or african american, stage:Stage I, dead, 1091 days	47.0
TCGA-BP-4970-01A	0 years, male, asian, stage:Stage III, alive, 433 days	46.9
TCGA-BP-4982-01A	0 years, male, white, stage:Stage I, alive, 1014 days	46.7
TCGA-B4-5377-01A	0 years, female, white, stage:Stage IV, alive, 365 days	46.7
TCGA-BP-4965-01A	0 years, male, white, stage:Stage I, alive, 1871 days	46.6
TCGA-B2-A4SR-01A	0 years, male, black or african american, stage:Stage II, alive, 507 days	46.5
TCGA-BP-4795-01A	0 years, female, white, stage:Stage I, alive, 620 days	46.5
TCGA-A3-A6NL-01A	0 years, female, black or african american, stage:Stage I, alive, 689 days	46.3
TCGA-CW-5580-01A	0 years, female, white, stage:Stage IV, dead, 1964 days	46.1
TCGA-BP-4995-01A	0 years, male, white, stage:Stage I, alive, 1371 days	46.0
TCGA-B0-5119-01A	0 years, female, white, stage:Stage I, alive, 1552 days	45.9
TCGA-BP-4961-01A	0 years, male, white, stage:Stage I, alive, 1935 days	45.8
TCGA-CW-5588-01A	0 years, female, white, stage:Stage I, alive, 2017 days	45.7
TCGA-BP-4176-01A	0 years, male, white, stage:Stage I, alive, 1955 days	45.6
TCGA-B2-5639-01A	0 years, male, white, stage:Stage IV, dead, 1003 days	45.5
TCGA-CJ-4920-01A	0 years, female, white, stage:Stage I, dead, 139 days	45.2
TCGA-B0-4699-01A	0 years, male, white, stage:Stage IV, dead, 110 days	45.2
TCGA-CJ-4643-01A	0 years, female, white, stage:Stage II, alive, 1793 days	45.0
TCGA-BP-4803-01A	0 years, male, white, stage:Stage III, alive, 204 days	45.0
TCGA-A3-3331-01A	0 years, female, white, stage:Stage I, alive, 1257 days	44.8
TCGA-CJ-4634-01A	0 years, female, white, stage:Stage I, alive, 3498 days	44.8
TCGA-BP-4972-01A	0 years, female, white, stage:Stage III, alive, 1502 days	44.8
TCGA-B8-A8YJ-01A	0 years, female, black or african american, stage:Stage I, alive, 431 days	44.7
TCGA-CJ-4904-01A	0 years, female, white, stage:Stage IV, alive, 3302 days	44.7
TCGA-B0-5812-01A	0 years, male, white, stage:Stage I, alive, 3834 days	44.7
TCGA-BP-4999-01A	0 years, male, white, stage:Stage I, alive, 1266 days	44.6
TCGA-BP-4986-01A	0 years, male, white, stage:Stage I, alive, 785 days	44.6
TCGA-CZ-5451-01A	0 years, male, white, stage:Stage II, alive, 1929 days	44.6
TCGA-CJ-5682-01A	0 years, male, white, stage:Stage IV, alive, 3736 days	44.5
TCGA-CZ-4859-01A	0 years, female, white, stage:Stage I, alive, 1787 days	44.5
TCGA-B2-4102-01A	0 years, male, white, stage:Stage I, alive, 952 days	44.3
TCGA-B0-4710-01A	0 years, female, white, stage:Stage III, alive, 1755 days	44.2
TCGA-B4-5843-01A	0 years, male, white, stage:Stage I, alive, 11 days	44.1
TCGA-A3-3320-01A	0 years, female, white, stage:Stage I, alive, 1508 days	44.1
TCGA-B0-5094-01A	0 years, male, white, stage:Stage IV, dead, 333 days	44.0
TCGA-EU-5904-01A	0 years, female, white, stage:Stage I, alive, 551 days	44.0
TCGA-B0-5095-01A	0 years, male, white, stage:Stage III, dead, 245 days	44.0
TCGA-BP-4975-01A	0 years, male, white, stage:Stage I, alive, 1433 days	43.9
TCGA-CZ-5468-01A	0 years, male, white, stage:Stage IV, dead, 59 days	43.9
TCGA-CW-5581-01A	0 years, male, white, stage:Stage I, alive, 2799 days	43.9
TCGA-BP-5184-01A	0 years, male, white, stage:Stage I, alive, 1133 days	43.7
TCGA-DV-5567-01A	0 years, female, black or african american, stage:Stage I, alive, 2004 days	43.6
TCGA-BP-4766-01A	0 years, female, white, stage:Stage I, alive, 1462 days	43.5
TCGA-BP-4344-01A	0 years, female, white, stage:Stage I, alive, 1666 days	43.5
TCGA-A3-A6NJ-01A	0 years, female, black or african american, stage:Stage I, alive, 468 days	43.4
TCGA-A3-A6NI-01A	0 years, male, black or african american, stage:Stage I, alive, 1018 days	43.4
TCGA-CJ-5675-01A	0 years, male, white, stage:Stage II, alive, 3936 days	43.2
TCGA-B8-A54H-01A	0 years, female, black or african american, stage:Stage II, alive, 256 days	43.2
TCGA-B0-5699-01A	0 years, male, white, stage:Stage I, alive, 3841 days	43.0
TCGA-CJ-4886-01A	0 years, female, white, stage:Stage I, alive, 1952 days	43.0
TCGA-BP-4977-01A	0 years, male, white, stage:Stage I, alive, 454 days	43.0
TCGA-B0-5711-01A	0 years, male, white, stage:Stage III, alive, 3989 days	42.9
TCGA-B0-5696-01A	0 years, male, white, stage:Stage III, alive, 2609 days	42.9
TCGA-BP-5168-01A	0 years, male, white, stage:Stage I, dead, 1463 days	42.8
TCGA-CZ-4864-01A	0 years, male, white, stage:Stage II, dead, 1315 days	42.7
TCGA-AK-3425-01A	0 years, male, white, stage:Stage I, alive, 3343 days	42.5
TCGA-B0-4945-01A	0 years, female, white, stage:Stage I, dead, 2145 days	42.5
TCGA-CW-5587-01A	0 years, female, white, stage:Stage III, alive, 2226 days	42.5
TCGA-B0-5099-01A	0 years, female, white, stage:Stage III, dead, 485 days	42.4
TCGA-CZ-5984-01A	0 years, male, white, stage:Stage I, alive, 2067 days	42.4
TCGA-B0-4707-01A	0 years, male, white, stage:Stage III, dead, 600 days	42.4
TCGA-BP-4987-01A	0 years, female, asian, stage:Stage I, alive, 1124 days	42.4
TCGA-B8-4621-01A	0 years, male, black or african american, stage:Stage I, alive, 788 days	42.3
TCGA-AK-3431-01A	0 years, female, white, stage:Stage II, dead, 2241 days	42.3
TCGA-BP-4174-01A	0 years, male, white, stage:Stage II, alive, 1879 days	42.3
TCGA-B0-4823-01A	0 years, male, white, stage:Stage I, dead, 454 days	42.2
TCGA-A3-3311-01A	0 years, male, stage:Stage I, dead, 1191 days	42.2
TCGA-CJ-4894-01A	0 years, male, white, stage:Stage III, dead, 841 days	42.1
TCGA-CJ-5686-01A	0 years, female, white, stage:Stage I, alive, 2038 days	42.0
TCGA-BP-4991-01A	0 years, male, white, stage:Stage I, alive, 1413 days	42.0
TCGA-AK-3450-01A	0 years, female, white, stage:Stage I, alive, 1508 days	42.0
TCGA-CZ-5987-01A	0 years, male, white, stage:Stage IV, dead, 445 days	42.0
TCGA-A3-3387-01A	0 years, male, white, stage:Stage I, alive, 617 days	41.9
TCGA-CZ-5986-01A	0 years, male, white, stage:Stage I, alive, 373 days	41.8
TCGA-BP-5181-01A	0 years, female, white, stage:Stage I, alive, 1495 days	41.7
TCGA-B2-4101-01A	0 years, male, white, stage:Stage II, alive, 648 days	41.6
TCGA-A3-3372-01A	0 years, male, white, stage:Stage III, alive, 735 days	41.6
TCGA-B0-4848-01A	0 years, male, white, stage:Stage III, dead, 883 days	41.5
TCGA-A3-3351-01A	0 years, male, white, stage:Stage II, alive, 910 days	41.4
TCGA-B8-5158-01A	0 years, male, white, stage:Stage III, alive, 1218 days	41.3
TCGA-CJ-4870-01A	0 years, female, black or african american, stage:Stage III, alive, 1498 days	41.3
TCGA-CZ-5466-01A	0 years, male, stage:Stage III, alive, 685 days	41.2
TCGA-A3-3308-01A	0 years, female, white, stage:Stage III, alive, 16 days	41.2
TCGA-B0-4703-01A	0 years, male, white, stage:Stage IV, dead, 182 days	41.2
TCGA-BP-5182-01A	0 years, male, white, stage:Stage I, alive, 1165 days	41.1
TCGA-CJ-4899-01A	0 years, male, asian, stage:Stage I, alive, 1528 days	41.1
TCGA-BP-5195-01A	0 years, male, white, stage:Stage I, alive, 749 days	41.1
TCGA-BP-5194-01A	0 years, male, white, stage:Stage I, alive, 408 days	40.9
TCGA-CJ-6032-01A	0 years, female, white, stage:Stage II, alive, 3639 days	40.9
TCGA-A3-3362-01A	0 years, female, white, stage:Stage I, alive, 1559 days	40.8
TCGA-B0-4693-01A	0 years, female, white, stage:Stage III, dead, 77 days	40.7
TCGA-CZ-5988-01A	0 years, male, white, stage:Stage I, alive, 693 days	40.7
TCGA-CZ-5455-01A	0 years, male, white, stage:Stage IV, dead, 561 days	40.6
TCGA-A3-3347-01A	0 years, female, white, stage:Stage III, dead, 1610 days	40.6
TCGA-BP-5200-01A	0 years, male, white, stage:Stage II, alive, 1063 days	40.5
TCGA-CJ-6028-01A	0 years, male, white, stage:Stage IV, dead, 1625 days	40.5
TCGA-A3-3359-01A	0 years, female, white, stage:Stage I, alive, 2504 days	40.5
TCGA-DV-5575-01A	0 years, female, white, stage:Stage I, alive, 1729 days	40.4
TCGA-CZ-5982-01A	0 years, female, white, stage:Stage I, alive, 2439 days	40.4
TCGA-B0-5713-01A	0 years, female, white, stage:Stage III, alive, 2782 days	40.2
TCGA-A3-A8OV-01A	0 years, male, black or african american, stage:Stage I, alive, 340 days	40.2
TCGA-CJ-4893-01A	0 years, female, white, stage:Stage I, alive, 750 days	40.2
TCGA-B8-4620-01A	0 years, female, white, stage:Stage III, alive, 777 days	40.1
TCGA-BP-4338-01A	0 years, male, white, stage:Stage I, alive, 2859 days	39.9
TCGA-AK-3456-01A	0 years, male, black or african american, stage:Stage II, alive, 1143 days	39.8
TCGA-A3-3307-01A	0 years, male, stage:Stage III, alive, 1436 days	39.8
TCGA-CJ-4902-01A	0 years, male, white, stage:Stage III, alive, 1520 days	39.8
TCGA-A3-3370-01A	0 years, female, white, stage:Stage I, alive, 2274 days	39.5
TCGA-A3-3367-01A	0 years, male, white, stage:Stage I, alive, 2270 days	39.5
TCGA-CJ-4644-01A	0 years, female, white, stage:Stage IV, dead, 336 days	39.5
TCGA-B8-A54D-01A	0 years, male, black or african american, stage:Stage III, alive, 830 days	39.4
TCGA-BP-4331-01A	0 years, male, white, stage:Stage I, dead, 2454 days	39.4
TCGA-6D-AA2E-01A	0 years, female, black or african american, stage:Stage I, alive, 362 days	39.3
TCGA-B4-5378-01A	0 years, male, white, stage:Stage I, alive, 175 days	39.3
TCGA-CJ-4874-01A	0 years, female, white, stage:Stage I, alive, 2283 days	39.3
TCGA-A3-A8OW-01A	0 years, male, black or african american, stage:Stage III, alive, 323 days	39.3
TCGA-B2-5641-01A	0 years, male, white, stage:Stage I, alive, 656 days	39.3
TCGA-CJ-5677-01A	0 years, female, white, stage:Stage IV, dead, 782 days	39.3
TCGA-A3-3319-01A	0 years, male, white, stage:Stage I, alive, 1130 days	39.1
TCGA-B0-5107-01A	0 years, female, white, stage:Stage IV, dead, 927 days	39.1
TCGA-BP-4765-01A	0 years, male, white, stage:Stage I, alive, 2184 days	39.0
TCGA-B8-A54F-01A	0 years, female, black or african american, stage:Stage I, alive, 519 days	39.0
TCGA-A3-3323-01A	0 years, male, white, stage:Stage I, alive, 1106 days	39.0
TCGA-CJ-4908-01A	0 years, male, white, stage:Stage I, alive, 1531 days	39.0
TCGA-BP-5008-01A	0 years, male, white, stage:Stage I, alive, 1071 days	38.9
TCGA-CZ-4866-01A	0 years, female, white, stage:Stage I, alive, 3267 days	38.8
TCGA-B0-4842-01A	0 years, female, white, stage:Stage III, dead, 1724 days	38.8
TCGA-BP-5007-01A	0 years, male, white, stage:Stage II, alive, 1140 days	38.7
TCGA-A3-3380-01A	0 years, male, stage:Stage I, alive, 567 days	38.7
TCGA-CJ-4895-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	38.6
TCGA-CW-5590-01A	0 years, male, white, stage:Stage IV, dead, 1075 days	38.6
TCGA-B8-4619-01A	0 years, male, white, stage:Stage I, alive, 523 days	38.6
TCGA-3Z-A93Z-01A	0 years, male, black or african american, stage:Stage I, alive, 385 days	38.5
TCGA-B0-4694-01A	0 years, male, white, stage:Stage III, dead, 106 days	38.5
TCGA-CZ-4863-01A	0 years, female, white, stage:Stage III, alive, 1928 days	38.4
TCGA-B0-5701-01A	0 years, male, white, stage:Stage III, alive, 2461 days	38.3
TCGA-CZ-4862-01A	0 years, male, white, stage:Stage I, alive, 3271 days	38.3
TCGA-A3-3383-01A	0 years, male, white, stage:Stage I, alive, 861 days	38.2
TCGA-B8-4622-01A	0 years, male, white, stage:Stage IV, alive, 1525 days	38.2
TCGA-DV-5566-01A	0 years, female, white, stage:Stage I, alive, 1398 days	38.1
TCGA-CJ-5679-01A	0 years, male, white, stage:Stage III, dead, 679 days	38.0
TCGA-AK-3445-01A	0 years, male, white, stage:Stage III, alive, 2392 days	38.0
TCGA-A3-3317-01A	0 years, male, stage:Stage II, alive, 1491 days	37.9
TCGA-BP-4166-01A	0 years, male, white, stage:Stage III, alive, 13 days	37.7
TCGA-CZ-5465-01A	0 years, female, stage:Stage III, dead, 2564 days	37.7
TCGA-CZ-5456-01A	0 years, male, white, stage:Stage II, alive, 2422 days	37.6
TCGA-A3-3378-01A	0 years, male, white, stage:Stage I, alive, 630 days	37.6
TCGA-B8-A54J-01A	0 years, male, black or african american, stage:Stage II, alive, 528 days	37.6
TCGA-A3-3352-01A	0 years, male, white, stage:Stage III, dead, 561 days	37.5
TCGA-AK-3461-01A	0 years, male, white, stage:Stage I, alive, 2217 days	37.5
TCGA-B0-4827-01A	0 years, female, white, stage:Stage III, dead, 885 days	37.4
TCGA-BP-4164-01A	0 years, female, white, stage:Stage III, dead, 992 days	37.3
TCGA-CJ-4892-01A	0 years, female, white, stage:Stage I, alive, 1521 days	37.3
TCGA-BP-5004-01A	0 years, male, white, stage:Stage I, alive, 1126 days	37.0
TCGA-BP-4343-01A	0 years, male, white, stage:Stage III, dead, 1912 days	37.0
TCGA-CZ-5453-01A	0 years, male, white, stage:Stage II, dead, 2419 days	36.9
TCGA-CJ-4903-01A	0 years, male, white, stage:Stage I, alive, 1560 days	36.8
TCGA-AS-3777-01A	0 years, male, white, stage:Stage I, alive, 1238 days	36.7
TCGA-CZ-4858-01A	0 years, male, white, stage:Stage II, dead, 2105 days	36.7
TCGA-CJ-6033-01A	0 years, female, white, stage:Stage IV, dead, 224 days	36.7
TCGA-BP-5183-01A	0 years, male, white, stage:Stage III, alive, 1291 days	36.6
TCGA-DV-5576-01A	0 years, female, black or african american, stage:Stage I, dead, 727 days	36.6
TCGA-B4-5835-01A	0 years, female, white, stage:Stage I, alive, 16 days	36.5
TCGA-B0-4834-01A	0 years, male, white, stage:Stage I, dead, 2090 days	36.4
TCGA-B0-4838-01A	0 years, female, white, stage:Stage I, dead, 834 days	36.4
TCGA-BP-4170-01A	0 years, female, white, stage:Stage I, dead, 2343 days	36.4
TCGA-A3-3325-01A	0 years, male, white, stage:Stage I, dead, 1170 days	36.3
TCGA-B0-5697-01A	0 years, male, white, stage:Stage I, alive, 2630 days	36.3
TCGA-B0-4846-01A	0 years, male, white, stage:Stage IV, dead, 1200 days	36.2
TCGA-B8-4148-01A	0 years, female, white, stage:Stage I, alive, 1520 days	36.1
TCGA-A3-3343-01A	0 years, male, white, stage:Stage II, alive, 945 days	36.0
TCGA-BP-5196-01A	0 years, male, white, stage:Stage I, alive, 1018 days	35.7
TCGA-B0-5400-01A	0 years, female, white, stage:Stage III, alive, 1733 days	35.6
TCGA-CJ-4635-01A	0 years, male, white, stage:Stage I, alive, 1416 days	35.5
TCGA-BP-4340-01A	0 years, female, white, stage:Stage I, dead, 562 days	35.5
TCGA-BP-4998-01A	0 years, male, asian, stage:Stage I, alive, 932 days	35.5
TCGA-CW-6097-01A	0 years, male, white, stage:Stage III, dead, 571 days	35.5
TCGA-A3-3324-01A	0 years, male, white, stage:Stage I, alive, 1186 days	35.4
TCGA-CJ-4876-01A	0 years, male, white, stage:Stage II, alive, 1955 days	35.4
TCGA-BP-4768-01A	0 years, female, white, stage:Stage I, alive, 400 days	35.2
TCGA-BP-5202-01A	0 years, male, white, stage:Stage III, alive, 29 days	35.2
TCGA-B0-5700-01A	0 years, male, white, stage:Stage I, alive, 1790 days	35.2
TCGA-CJ-4868-01A	0 years, male, white, stage:Stage IV, dead, 646 days	35.1
TCGA-BP-4327-01A	0 years, female, white, stage:Stage II, dead, 109 days	35.1
TCGA-BP-4962-01A	0 years, male, white, stage:Stage II, alive, 1785 days	34.8
TCGA-CJ-5684-01A	0 years, male, white, stage:Stage III, alive, 2231 days	34.7
TCGA-BP-4769-01A	0 years, male, white, stage:Stage I, alive, 1876 days	34.7
TCGA-CZ-4857-01A	0 years, male, white, stage:Stage IV, dead, 1432 days	34.7
TCGA-A3-3316-01A	0 years, male, white, stage:Stage II, alive, 1493 days	34.6
TCGA-B0-4845-01A	0 years, male, white, stage:Stage IV, dead, 1986 days	34.5
TCGA-BP-4342-01A	0 years, male, white, stage:Stage II, dead, 2256 days	34.4
TCGA-BP-5176-01A	0 years, female, white, stage:Stage I, dead, 1590 days	34.4
TCGA-B0-5703-01A	0 years, male, white, stage:Stage I, alive, 2246 days	34.3
TCGA-B8-A54K-01A	0 years, male, black or african american, stage:Stage I, alive, 469 days	34.3
TCGA-CZ-4853-01A	0 years, male, white, stage:Stage I, alive, 774 days	34.2
TCGA-BP-4993-01A	0 years, male, white, stage:Stage I, alive, 177 days	34.2
TCGA-CZ-5463-01A	0 years, male, white, stage:Stage II, alive, 662 days	34.2
TCGA-AK-3440-01A	0 years, male, white, stage:Stage I, alive, 2865 days	34.2
TCGA-B0-5707-01A	0 years, female, white, stage:Stage I, alive, 3744 days	34.2
TCGA-BP-4760-01A	0 years, male, black or african american, stage:Stage I, alive, 2361 days	34.2
TCGA-A3-3322-01A	0 years, male, white, stage:Stage I, alive, 1478 days	34.1
TCGA-B0-4712-01A	0 years, male, white, stage:Stage IV, dead, 1337 days	34.0
TCGA-BP-4160-01A	0 years, male, white, stage:Stage III, alive, 2881 days	34.0
TCGA-A3-3365-01A	0 years, male, white, stage:Stage I, alive, 873 days	34.0
TCGA-DV-5569-01A	0 years, female, white, stage:Stage I, alive, 355 days	34.0
TCGA-CZ-5985-01A	0 years, male, white, stage:Stage II, alive, 1997 days	33.9
TCGA-B0-5693-01A	0 years, female, white, stage:Stage I, alive, 4074 days	33.9
TCGA-CJ-4639-01A	0 years, female, white, stage:Stage II, alive, 3229 days	33.9
TCGA-AK-3436-01A	0 years, male, white, stage:Stage IV, alive, 3331 days	33.9
TCGA-B0-4828-01A	0 years, male, white, stage:Stage IV, dead, 307 days	33.7
TCGA-B0-4810-01A	0 years, male, white, stage:Stage III, dead, 478 days	33.6
TCGA-MM-A563-01A	0 years, male, black or african american, stage:'--, alive, 591 days	33.5
TCGA-CJ-4885-01A	0 years, male, white, stage:Stage IV, alive, 3451 days	33.5
TCGA-B0-5097-01A	0 years, female, white, stage:Stage III, alive, 665 days	33.5
TCGA-CJ-4889-01A	0 years, female, white, stage:Stage I, alive, 1946 days	33.4
TCGA-BP-4329-01A	0 years, male, white, stage:Stage III, dead, 845 days	33.4
TCGA-B0-4836-01A	0 years, male, white, stage:Stage IV, dead, 1238 days	33.3
TCGA-BP-4347-01A	0 years, male, white, stage:Stage III, alive, 1367 days	33.2
TCGA-B0-4844-01A	0 years, male, white, stage:Stage IV, dead, 313 days	33.0
TCGA-A3-3328-01A	0 years, male, white, stage:Stage I, alive, 1385 days	32.9
TCGA-A3-3329-01A	0 years, male, white, stage:Stage I, alive, 1624 days	32.8
TCGA-BP-4797-01A	0 years, male, white, stage:Stage III, alive, 1107 days	32.8
TCGA-CJ-4641-01A	0 years, female, white, stage:Stage IV, dead, 1661 days	32.8
TCGA-B0-5399-01A	0 years, male, white, stage:Stage I, alive, 1411 days	32.7
TCGA-DV-5565-01A	0 years, male, white, stage:Stage I, alive, 1329 days	32.7
TCGA-CJ-4918-01A	0 years, male, white, stage:Stage IV, dead, 93 days	32.7
TCGA-B0-5402-01A	0 years, male, white, stage:Stage IV, alive, 1290 days	32.6
TCGA-AK-3429-01A	0 years, female, white, stage:Stage II, alive, 3328 days	32.5
TCGA-BP-4963-01A	0 years, male, white, stage:Stage I, alive, 1834 days	32.3
TCGA-B8-A7U6-01A	0 years, female, black or african american, stage:Stage I, alive, 495 days	32.2
TCGA-CW-6087-01A	0 years, male, white, stage:Stage IV, dead, 41 days	32.2
TCGA-BP-4173-01A	0 years, male, white, stage:Stage II, alive, 1893 days	32.2
TCGA-B0-5698-01A	0 years, male, black or african american, stage:Stage I, alive, 3631 days	32.1
TCGA-BP-4974-01A	0 years, male, white, stage:Stage IV, dead, 211 days	32.1
TCGA-BP-5187-01A	0 years, male, white, stage:Stage I, alive, 406 days	32.1
TCGA-CJ-5683-01A	0 years, male, white, stage:Stage I, alive, 1889 days	32.1
TCGA-CJ-6030-01A	0 years, male, white, stage:Stage I, dead, 2299 days	32.0
TCGA-B0-5694-01A	0 years, male, white, stage:Stage III, dead, 480 days	31.9
TCGA-BP-4763-01A	0 years, female, white, stage:Stage I, dead, 1270 days	31.9
TCGA-B8-A54E-01A	0 years, female, black or african american, stage:Stage I, alive, 909 days	31.8
TCGA-MW-A4EC-01A	0 years, female, black or african american, stage:Stage I, alive, 498 days	31.7
TCGA-B2-3923-01A	0 years, male, white, stage:Stage II, alive, 992 days	31.5
TCGA-CJ-5671-01A	0 years, male, white, stage:Stage I, alive, 3987 days	31.5
TCGA-B0-4690-01A	0 years, male, white, stage:Stage IV, dead, 43 days	31.4
TCGA-B0-5108-01A	0 years, male, white, stage:Stage III, alive, 1782 days	31.3
TCGA-BP-4770-01A	0 years, female, white, stage:Stage IV, dead, 329 days	31.2
TCGA-BP-4161-01A	0 years, male, white, stage:Stage I, alive, 2746 days	31.2
TCGA-A3-3326-01A	0 years, male, white, stage:Stage I, alive, 1137 days	31.1
TCGA-BP-4332-01A	0 years, male, white, stage:Stage III, alive, 1133 days	31.1
TCGA-BP-4345-01A	0 years, male, white, stage:Stage III, alive, 1516 days	31.1
TCGA-DV-5568-01A	0 years, male, white, stage:Stage I, alive, 370 days	31.0
TCGA-BP-4804-01A	0 years, male, white, stage:Stage I, alive, 1459 days	30.9
TCGA-B8-5159-01A	0 years, female, white, stage:Stage I, alive, 722 days	30.9
TCGA-CJ-6031-01A	0 years, male, white, stage:Stage I, alive, 1906 days	30.7
TCGA-B0-4816-01A	0 years, male, white, stage:Stage II, dead, 1371 days	30.7
TCGA-B2-5635-01A	0 years, male, white, stage:Stage I, alive, 755 days	30.7
TCGA-AK-3434-01A	0 years, male, white, stage:Stage I, alive, 2087 days	30.6
TCGA-B0-4713-01A	0 years, female, white, stage:Stage III, dead, 202 days	30.6
TCGA-A3-3306-01A	0 years, male, white, stage:Stage I, alive, 1120 days	30.5
TCGA-CW-6090-01A	0 years, male, white, stage:Stage I, alive, 2552 days	30.4
TCGA-AK-3460-01A	0 years, male, white, stage:Stage I, alive, 2508 days	30.4
TCGA-CZ-5454-01A	0 years, male, white, stage:Stage IV, dead, 722 days	30.4
TCGA-CZ-5464-01A	0 years, male, white, stage:Stage IV, alive, 2128 days	30.3
TCGA-BP-4162-01A	0 years, female, white, stage:Stage I, alive, 3074 days	30.3
TCGA-BP-4973-01A	0 years, male, white, stage:Stage III, alive, 1384 days	30.2
TCGA-B2-3924-01A	0 years, male, white, stage:Stage I, alive, 1092 days	30.1
TCGA-B0-4824-01A	0 years, female, white, stage:Stage I, dead, 1657 days	29.9
TCGA-DV-A4W0-01A	0 years, male, black or african american, stage:Stage I, alive, 2470 days	29.7
TCGA-BP-5199-01A	0 years, male, white, stage:Stage II, alive, 1355 days	29.7
TCGA-B0-4814-01A	0 years, male, white, stage:Stage IV, dead, 168 days	29.6
TCGA-CJ-4872-01A	0 years, male, white, stage:Stage I, alive, 1435 days	29.5
TCGA-BP-4964-01A	0 years, female, white, stage:Stage I, alive, 1862 days	29.4
TCGA-MM-A84U-01A	0 years, female, black or african american, stage:Stage I, alive, 700 days	29.3
TCGA-BP-4756-01A	0 years, female, asian, stage:Stage I, alive, 374 days	29.3
TCGA-DV-5573-01A	0 years, male, white, stage:Stage I, alive, 1130 days	29.2
TCGA-CJ-4878-01A	0 years, female, white, stage:Stage III, alive, 2186 days	29.2
TCGA-B8-4151-01A	0 years, female, white, stage:Stage III, alive, 1299 days	29.1
TCGA-BP-4330-01A	0 years, female, black or african american, stage:Stage III, alive, 1888 days	29.1
TCGA-A3-3385-01A	0 years, female, white, stage:Stage I, alive, 1993 days	29.1
TCGA-BP-5006-01A	0 years, male, white, stage:Stage I, alive, 840 days	28.9
TCGA-BP-4349-01A	0 years, female, white, stage:Stage I, alive, 372 days	28.8
TCGA-BP-5174-01A	0 years, female, white, stage:Stage I, alive, 2257 days	28.8
TCGA-B0-4852-01A	0 years, female, white, stage:Stage II, dead, 1121 days	28.7
TCGA-BP-5173-01A	0 years, male, white, stage:Stage I, dead, 62 days	28.6
TCGA-BP-4968-01A	0 years, male, white, stage:Stage I, alive, 1746 days	28.6
TCGA-BP-4355-01A	0 years, female, white, stage:Stage III, dead, 953 days	28.5
TCGA-A3-3357-01A	0 years, male, white, stage:Stage II, alive, 2688 days	28.4
TCGA-BP-4354-01A	0 years, male, white, stage:Stage IV, dead, 1034 days	28.4
TCGA-B0-4821-01A	0 years, female, asian, stage:Stage III, dead, 1230 days	28.3
TCGA-CJ-4891-01A	0 years, female, white, stage:Stage III, dead, 819 days	28.2
TCGA-B0-5712-01A	0 years, female, black or african american, stage:Stage IV, alive, 2722 days	28.1
TCGA-BP-4787-01A	0 years, female, white, stage:Stage IV, dead, 480 days	28.0
TCGA-B0-4849-01A	0 years, male, white, stage:Stage III, dead, 69 days	28.0
TCGA-BP-4163-01A	0 years, female, white, stage:Stage III, alive, 2839 days	27.9
TCGA-BP-4774-01A	0 years, female, white, stage:Stage I, alive, 1885 days	27.7
TCGA-BP-4798-01A	0 years, male, white, stage:'--, dead, 334 days	27.6
TCGA-BP-4784-01A	0 years, female, white, stage:Stage I, alive, 1854 days	27.6
TCGA-DV-5574-01A	0 years, male, white, stage:Stage I, alive, 2016 days	27.4
TCGA-A3-3363-01A	0 years, male, asian, stage:Stage II, alive, 319 days	27.4
TCGA-BP-4341-01A	0 years, male, white, stage:Stage III, dead, 1589 days	27.4
TCGA-B0-4837-01A	0 years, male, white, stage:Stage I, dead, 1378 days	27.4
TCGA-B0-4701-01A	0 years, female, white, stage:Stage IV, dead, 238 days	27.3
TCGA-BP-4352-01A	0 years, female, white, stage:Stage IV, dead, 344 days	27.2
TCGA-B0-4833-01A	0 years, female, white, stage:Stage I, dead, 2386 days	27.2
TCGA-B8-5163-01A	0 years, female, white, stage:Stage III, alive, 822 days	27.1
TCGA-CJ-5672-01A	0 years, male, white, stage:Stage I, dead, 1972 days	27.1
TCGA-BP-4325-01A	0 years, female, white, stage:Stage I, alive, 2964 days	27.1
TCGA-BP-4353-01A	0 years, male, white, stage:Stage I, dead, 375 days	26.9
TCGA-B2-5633-01A	0 years, male, white, stage:Stage I, alive, 963 days	26.8
TCGA-BP-4346-01A	0 years, male, white, stage:Stage III, dead, 1493 days	26.8
TCGA-BP-4777-01A	0 years, male, white, stage:Stage I, alive, 1731 days	26.8
TCGA-BP-4771-01A	0 years, male, white, stage:Stage IV, dead, 162 days	26.6
TCGA-B0-4818-01A	0 years, female, white, stage:Stage II, dead, 510 days	26.6
TCGA-CZ-5457-01A	0 years, male, white, stage:Stage III, alive, 2754 days	26.5
TCGA-A3-3374-01A	0 years, female, black or african american, stage:Stage I, alive, 1314 days	26.5
TCGA-BP-4158-01A	0 years, male, white, stage:Stage I, alive, 3377 days	26.5
TCGA-BP-5177-01A	0 years, female, white, stage:Stage I, alive, 293 days	26.4
TCGA-BP-4167-01A	0 years, male, white, stage:Stage III, alive, 2718 days	26.2
TCGA-B0-4706-01A	0 years, male, white, stage:Stage III, dead, 65 days	26.1
TCGA-B0-5075-01A	0 years, female, white, stage:Stage III, dead, 637 days	26.0
TCGA-B0-5077-01A	0 years, male, white, stage:Stage I, dead, 1317 days	26.0
TCGA-CZ-5459-01A	0 years, male, white, stage:Stage III, alive, 1683 days	25.7
TCGA-B0-4813-01A	0 years, male, white, stage:Stage III, dead, 18 days	25.6
TCGA-B0-5088-01A	0 years, male, white, stage:Stage I, dead, 563 days	25.4
TCGA-DV-A4VX-01A	0 years, male, black or african american, stage:Stage IV, dead, 1626 days	25.0
TCGA-B0-4700-01A	0 years, male, white, stage:Stage IV, dead, 1980 days	25.0
TCGA-B0-5106-01A	0 years, male, white, stage:Stage I, dead, 1598 days	25.0
TCGA-AK-3443-01A	0 years, male, white, stage:Stage II, alive, 1423 days	24.7
TCGA-BP-5009-01A	0 years, male, white, stage:Stage I, dead, 1092 days	24.7
TCGA-CJ-5676-01A	0 years, male, white, stage:Stage III, alive, 4067 days	24.7
TCGA-CZ-5460-01A	0 years, male, white, stage:Stage IV, alive, 2873 days	24.7
TCGA-CZ-4860-01A	0 years, male, white, stage:Stage IV, dead, 206 days	24.7
TCGA-A3-3313-01A	0 years, male, black or african american, stage:Stage I, dead, 735 days	24.5
TCGA-CJ-4887-01A	0 years, male, white, stage:Stage IV, dead, 932 days	24.5
TCGA-BP-4177-01A	0 years, male, white, stage:Stage I, alive, 1670 days	24.5
TCGA-BP-5201-01A	0 years, male, white, stage:Stage IV, alive, 951 days	24.3
TCGA-CJ-4890-01A	0 years, male, white, stage:Stage IV, alive, 3519 days	24.0
TCGA-CJ-4884-01A	0 years, female, white, stage:Stage III, alive, 1759 days	23.9
TCGA-BP-4165-01A	0 years, female, white, stage:Stage I, alive, 3037 days	23.8
TCGA-BP-4759-01A	0 years, male, white, stage:Stage I, alive, 2372 days	23.8
TCGA-A3-3335-01A	0 years, male, white, stage:Stage II, alive, 1886 days	23.7
TCGA-CJ-4881-01A	0 years, male, white, stage:Stage III, alive, 2014 days	23.6
TCGA-CJ-4888-01A	0 years, male, white, stage:Stage IV, dead, 1567 days	23.4
TCGA-BP-5180-01A	0 years, male, white, stage:Stage I, alive, 2263 days	23.3
TCGA-CJ-4882-01A	0 years, male, black or african american, stage:Stage III, alive, 1883 days	23.2
TCGA-B8-5551-01A	0 years, female, black or african american, stage:Stage I, alive, 16 days	23.2
TCGA-B0-5092-01A	0 years, female, white, stage:Stage IV, dead, 459 days	23.2
TCGA-B0-4817-01A	0 years, male, white, stage:Stage III, dead, 1019 days	23.0
TCGA-CZ-5469-01A	0 years, male, white, stage:Stage II, dead, 946 days	22.8
TCGA-A3-3358-01A	0 years, female, white, stage:Stage I, alive, 1307 days	22.7
TCGA-B0-5098-01A	0 years, female, black or african american, stage:Stage I, dead, 1584 days	22.7
TCGA-B8-A54G-01A	0 years, male, black or african american, stage:Stage I, alive, 53 days	22.6
TCGA-BP-5198-01A	0 years, male, white, stage:Stage III, alive, 603 days	22.6
TCGA-B0-4839-01A	0 years, female, white, stage:Stage I, dead, 1639 days	22.6
TCGA-MM-A564-01A	0 years, male, black or african american, stage:Stage II, alive, 607 days	22.6
TCGA-B0-4691-01A	0 years, male, white, stage:Stage IV, dead, 139 days	22.5
TCGA-CJ-6027-01A	0 years, male, white, stage:Stage I, dead, 3615 days	22.5
TCGA-BP-4351-01A	0 years, female, white, stage:Stage III, alive, 970 days	22.5
TCGA-CZ-5470-01A	0 years, female, stage:Stage II, alive, 386 days	22.4
TCGA-BP-4776-01A	0 years, male, white, stage:Stage I, alive, 411 days	22.0
TCGA-B2-4098-01A	0 years, female, black or african american, stage:Stage I, dead, 51 days	21.9
TCGA-B0-5692-01A	0 years, female, white, stage:Stage III, alive, 3944 days	21.8
TCGA-BP-5178-01A	0 years, male, white, stage:Stage IV, dead, 1912 days	21.7
TCGA-B0-4822-01A	0 years, male, white, stage:Stage II, dead, 1111 days	21.7
TCGA-BP-4761-01A	0 years, male, white, stage:Stage III, alive, 182 days	21.7
TCGA-B0-4718-01A	0 years, male, white, stage:Stage III, alive, 1778 days	21.7
TCGA-BP-5010-01A	0 years, male, white, stage:Stage III, dead, 878 days	21.6
TCGA-CJ-4869-01A	0 years, male, white, stage:Stage III, alive, 2554 days	21.6
TCGA-B0-4698-01A	0 years, male, white, stage:Stage IV, dead, 42 days	21.4
TCGA-B0-5100-01A	0 years, male, black or african american, stage:Stage III, dead, 1913 days	21.3
TCGA-BP-5000-01A	0 years, male, white, stage:Stage I, alive, 563 days	21.1
TCGA-G6-A8L6-01A	0 years, male, black or african american, stage:Stage IV, dead, 313 days	21.0
TCGA-CZ-5452-01A	0 years, male, white, stage:Stage II, alive, 1789 days	20.9
TCGA-AK-3455-01A	0 years, female, white, stage:Stage III, dead, 683 days	20.8
TCGA-BP-5170-01A	0 years, male, white, stage:Stage I, alive, 2412 days	20.8
TCGA-CZ-4861-01A	0 years, male, white, stage:Stage II, dead, 446 days	20.8
TCGA-B2-4099-01A	0 years, male, white, stage:Stage I, alive, 972 days	20.7
TCGA-B0-5084-01A	0 years, male, white, stage:Stage IV, dead, 222 days	20.6
TCGA-B8-5162-01A	0 years, male, white, stage:Stage II, alive, 36 days	20.5
TCGA-B0-4843-01A	0 years, male, white, stage:Stage III, dead, 320 days	20.5
TCGA-BP-5190-01A	0 years, male, white, stage:Stage I, alive, 1011 days	20.5
TCGA-B0-5083-01A	0 years, male, white, stage:Stage I, dead, 1045 days	20.4
TCGA-CJ-4916-01A	0 years, female, white, stage:Stage III, alive, 1373 days	20.3
TCGA-B0-5121-01A	0 years, male, white, stage:Stage I, alive, 1485 days	20.3
TCGA-B0-5081-01A	0 years, female, white, stage:Stage III, dead, 362 days	19.9
TCGA-BP-4337-01A	0 years, female, white, stage:Stage III, dead, 2 days	19.8
TCGA-AK-3433-01A	0 years, female, white, stage:Stage II, alive, 3409 days	19.8
TCGA-CJ-4637-01A	0 years, female, white, stage:Stage IV, dead, 2227 days	19.4
TCGA-BP-4758-01A	0 years, male, white, stage:Stage I, alive, 2208 days	19.3
TCGA-AK-3465-01A	0 years, female, black or african american, stage:Stage I, alive, 369 days	19.1
TCGA-AK-3454-01A	0 years, male, white, stage:Stage I, alive, 874 days	18.9
TCGA-B0-4714-01A	0 years, male, white, stage:Stage IV, dead, 99 days	18.7
TCGA-CJ-4638-01A	0 years, female, white, stage:Stage IV, dead, 431 days	18.6
TCGA-CJ-4901-01A	0 years, male, white, stage:Stage III, alive, 1450 days	18.6
TCGA-B0-4815-01A	0 years, male, white, stage:Stage III, dead, 1588 days	18.2
TCGA-BP-4960-01A	0 years, male, white, stage:Stage II, alive, 2172 days	18.2
TCGA-B0-5706-01A	0 years, male, white, stage:Stage II, alive, 3205 days	18.1
TCGA-BP-4969-01A	0 years, female, white, stage:Stage I, alive, 1794 days	18.0
TCGA-B8-4154-01A	0 years, female, white, stage:Stage I, alive, 1380 days	17.8
TCGA-BP-4159-01A	0 years, male, white, stage:Stage I, dead, 2601 days	17.4
TCGA-B0-5085-01A	0 years, female, white, stage:Stage III, dead, 770 days	17.3
TCGA-BP-5001-01A	0 years, female, white, stage:Stage I, alive, 1177 days	17.3
TCGA-G6-A8L7-01A	0 years, female, black or african american, stage:Stage I, alive, 2133 days	17.2
TCGA-CJ-4636-01A	0 years, male, white, stage:Stage III, alive, 1924 days	17.2
TCGA-BP-4983-01A	0 years, female, asian, stage:Stage III, alive, 1413 days	17.1
TCGA-BP-4335-01A	0 years, female, white, stage:Stage IV, dead, 475 days	15.9
TCGA-CJ-4875-01A	0 years, male, white, stage:Stage IV, dead, 3554 days	15.7
TCGA-AK-3427-01A	0 years, male, white, stage:Stage I, alive, 3583 days	15.5
TCGA-CJ-4873-01A	0 years, female, white, stage:Stage III, alive, 1776 days	15.4
TCGA-BP-5175-01A	0 years, male, white, stage:Stage I, alive, 932 days	15.3
TCGA-B0-5117-01A	0 years, male, white, stage:Stage I, alive, 1608 days	15.2
TCGA-B8-A54I-01A	0 years, male, black or african american, stage:Stage I, alive, 150 days	15.2
TCGA-AK-3426-01A	0 years, male, white, stage:Stage III, dead, 885 days	15.1
TCGA-BP-4989-01A	0 years, male, white, stage:Stage III, alive, 118 days	14.8
TCGA-CJ-5678-01A	0 years, male, black or african american, stage:Stage IV, dead, 574 days	14.8
TCGA-BP-4971-01A	0 years, male, white, stage:Stage III, alive, 1487 days	14.7
TCGA-AK-3458-01A	0 years, male, white, stage:Stage I, alive, 1168 days	14.5
TCGA-B8-4143-01A	0 years, female, white, stage:Stage IV, dead, 709 days	14.4
TCGA-AK-3453-01A	0 years, female, white, stage:Stage II, alive, 2531 days	14.0
TCGA-BP-5169-01A	0 years, male, white, stage:Stage I, alive, 193 days	13.9
TCGA-B0-4819-01A	0 years, female, white, stage:Stage IV, dead, 183 days	13.9
TCGA-B0-4847-01A	0 years, male, white, stage:Stage IV, dead, 793 days	13.7
TCGA-G6-A5PC-01A	0 years, female, black or african american, stage:Stage IV, dead, 242 days	13.7
TCGA-BP-4334-01A	0 years, male, white, stage:Stage III, dead, 645 days	13.7
TCGA-CJ-4912-01A	0 years, male, white, stage:Stage II, alive, 1657 days	13.4
TCGA-BP-4981-01A	0 years, female, white, stage:Stage III, dead, 1097 days	12.6
TCGA-CJ-4900-01A	0 years, female, white, stage:Stage IV, dead, 1714 days	11.9
TCGA-BP-5185-01A	0 years, male, white, stage:Stage I, alive, 1132 days	11.8
TCGA-AK-3451-01A	0 years, male, white, stage:Stage II, alive, 2868 days	11.4
TCGA-BP-5191-01A	0 years, male, white, stage:Stage III, alive, 967 days	11.3
TCGA-DV-A4VZ-01A	0 years, male, black or african american, stage:Stage I, alive, 365 days	11.2
TCGA-CZ-5989-01A	0 years, male, white, stage:Stage II, alive, 1905 days	11.1
TCGA-B0-4841-01A	0 years, male, white, stage:Stage IV, dead, 204 days	10.8
TCGA-B0-5109-01A	0 years, male, white, stage:Stage III, dead, 587 days	10.7
TCGA-BP-4799-01A	0 years, male, white, stage:Stage III, dead, 1133 days	10.7
TCGA-BP-4992-01A	0 years, male, white, stage:Stage I, alive, 501 days	10.3
TCGA-B0-4697-01A	0 years, female, white, stage:Stage IV, dead, 578 days	10.3
TCGA-B4-5832-01A	0 years, male, white, stage:Stage III, alive, 155 days	9.3
TCGA-B0-5702-01A	0 years, male, white, stage:Stage I, alive, 2172 days	9.2
TCGA-B0-4811-01A	0 years, male, white, stage:Stage III, dead, 1417 days	9.0
TCGA-AK-3447-01A	0 years, male, white, stage:Stage II, alive, 1217 days	6.3
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KIDNEY RENAL CLEAR CELL CARCINOMA (VALIDATION) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CD99L2 is not prognostic in Kidney Renal Clear Cell Carcinoma (validation)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 40.9

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

38.2

Number of samples

100

Samples

Sample	Description	TPM
ccRCC-41	0 years, male, NA, stage:pT3bN0M0, dead, 540 days	127.6
ccRCC-30	0 years, male, NA, stage:pT2N0M0, dead, 420 days	88.0
ccRCC-90	0 years, male, NA, stage:pT1aN0M0, dead, 1170 days	84.2
ccRCC-85	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	83.1
ccRCC-87	0 years, male, NA, stage:pT1bN0M0, alive, 2370 days	68.7
ccRCC-52	0 years, female, NA, stage:pT3bN0M1, alive, 1350 days	66.1
ccRCC-60	0 years, female, NA, stage:pT1aN0M0, alive, 1470 days	59.0
ccRCC-13	0 years, female, NA, stage:pT3aN2M0, dead, 540 days	55.8
ccRCC-86	0 years, female, NA, stage:pT1bN0M0, alive, 3390 days	55.4
ccRCC-15	0 years, female, NA, stage:pT2N0M0, dead, 2070 days	54.6
ccRCC-98	0 years, male, NA, stage:pT1aN0M0, alive, 30 days	50.7
ccRCC-21	0 years, male, NA, stage:pT1bN0M0, alive, 1080 days	50.3
ccRCC-94	0 years, male, NA, stage:pT1bN0M0, dead, 480 days	49.5
ccRCC-106	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	48.2
ccRCC-7	0 years, female, NA, stage:pT2N0M0, alive, 330 days	47.3
ccRCC-44	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	46.8
ccRCC-105	0 years, male, NA, stage:pT1aN0M0, alive, 2190 days	46.0
ccRCC-72	0 years, male, NA, stage:pT1bN0M0, alive, 2760 days	45.9
ccRCC-66	0 years, female, NA, stage:pT3bN0M1, alive, 2520 days	44.9
ccRCC-92	0 years, male, NA, stage:pT1aN0M0, alive, 3660 days	44.9
ccRCC-73	0 years, male, NA, stage:pT1aN0M0, alive, 2640 days	44.3
ccRCC-38	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	43.9
ccRCC-95	0 years, male, NA, stage:pT1bN0M0, alive, 3960 days	43.3
ccRCC-35	0 years, male, NA, stage:pT1aN0M0, alive, 1380 days	42.6
ccRCC-2	0 years, male, NA, stage:pT1aN0M1, dead, 2190 days	41.8
ccRCC-25	0 years, male, NA, stage:pT1aN0M0, alive, 1350 days	41.7
ccRCC-48	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	41.6
ccRCC-97	0 years, male, NA, stage:pT1aN2M1, dead, 990 days	41.0
ccRCC-34	0 years, male, NA, stage:pT3bN0M1, alive, 1530 days	40.7
ccRCC-42	0 years, male, NA, stage:pT3aN0M0, alive, 1170 days	40.6
ccRCC-27	0 years, male, NA, stage:pT1aN0M0, alive, 1590 days	40.6
ccRCC-96	0 years, male, NA, stage:pT1aN0M0, alive, 3930 days	40.3
ccRCC-103	0 years, female, NA, stage:pT1aN0M0, alive, 4350 days	40.0
ccRCC-29	0 years, female, NA, stage:pT1aN0M0, alive, 1710 days	39.7
ccRCC-3	0 years, male, NA, stage:pT3bN1M0, dead, 240 days	39.7
ccRCC-62	0 years, male, NA, stage:pT1bN0M0, alive, 1620 days	39.6
ccRCC-58	0 years, male, NA, stage:pT1aN0M0, alive, 1110 days	39.5
ccRCC-93	0 years, male, NA, stage:pT1bN0M0, alive, 3660 days	39.4
ccRCC-102	0 years, male, NA, stage:pT1bN0M0, alive, 4260 days	38.9
ccRCC-20	0 years, female, NA, stage:pT3aN0M1, alive, 930 days	38.9
ccRCC-40	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	38.8
ccRCC-104	0 years, female, NA, stage:pT1aN0M0, alive, 3480 days	38.6
ccRCC-89	0 years, male, NA, stage:pT1aN0M0, alive, 3510 days	38.6
ccRCC-77	0 years, male, NA, stage:pT1bN0M0, alive, 1860 days	38.4
ccRCC-28	0 years, male, NA, stage:pT1bN0M0, alive, 1530 days	37.8
ccRCC-100	0 years, male, NA, stage:pT1aN0M0, alive, 4260 days	37.6
ccRCC-24	0 years, male, NA, stage:pT3bN0M0, dead, 750 days	37.4
ccRCC-84	0 years, male, NA, stage:pT1bN0M0, alive, 2010 days	36.8
ccRCC-10	0 years, male, NA, stage:pT3aN2M1, dead, 90 days	36.6
ccRCC-99	0 years, female, NA, stage:pT2N0M0, alive, 3330 days	36.3
ccRCC-71	0 years, male, NA, stage:pT1bN0M0, alive, 2160 days	36.1
ccRCC-11	0 years, male, NA, stage:pT1aN0M0, alive, 2370 days	35.9
ccRCC-70	0 years, male, NA, stage:pT4N0M1, dead, 540 days	35.8
ccRCC-49	0 years, male, NA, stage:pT3bN0M0, alive, 1290 days	35.5
ccRCC-78	0 years, female, NA, stage:pT1aN0M0, alive, 2610 days	35.3
ccRCC-6	0 years, male, NA, stage:pT1bN0M0, alive, 2820 days	34.6
ccRCC-18	0 years, female, NA, stage:pT1aN0M0, alive, 2130 days	34.3
ccRCC-36	0 years, male, NA, stage:pT2N0M0, alive, 1410 days	34.3
ccRCC-80	0 years, male, NA, stage:pT2N0M0, alive, 3000 days	34.3
ccRCC-83	0 years, male, NA, stage:pT1aN0M0, alive, 300 days	33.8
ccRCC-39	0 years, male, NA, stage:pT2N0M0, alive, 900 days	33.8
ccRCC-45	0 years, male, NA, stage:pT1aN0M0, alive, 1020 days	33.7
ccRCC-91	0 years, male, NA, stage:pT1aN0M0, dead, 1890 days	33.5
ccRCC-12	0 years, male, NA, stage:pT1aN0M0, alive, 900 days	33.1
ccRCC-53	0 years, male, NA, stage:pT1aN0M0, alive, 1260 days	32.7
ccRCC-75	0 years, male, NA, stage:pT3aN1M1, dead, 180 days	32.5
ccRCC-68	0 years, male, NA, stage:pT1bN0M0, alive, 2640 days	32.3
ccRCC-54	0 years, male, NA, stage:pT1bN0M0, alive, 1200 days	32.2
ccRCC-81	0 years, male, NA, stage:pT3aN2M0, dead, 1290 days	32.1
ccRCC-1	0 years, female, NA, stage:pT1bN0M0, alive, 3330 days	31.9
ccRCC-51	0 years, male, NA, stage:pT3aN0M0, alive, 1410 days	31.3
ccRCC-79	0 years, male, NA, stage:pT1bN0M0, alive, 2670 days	31.2
ccRCC-16	0 years, male, NA, stage:pT2N0M0, alive, 2190 days	31.2
ccRCC-88	0 years, male, NA, stage:pT1aN0M0, alive, 2880 days	31.0
ccRCC-76	0 years, female, NA, stage:pT3aN0M1, dead, 960 days	30.5
ccRCC-19	0 years, female, NA, stage:pT2N0M0, alive, 2100 days	29.7
ccRCC-17	0 years, female, NA, stage:pT1bN0M0, alive, 2220 days	29.5
ccRCC-14	0 years, male, NA, stage:pT3cN0M0, alive, 2280 days	29.1
ccRCC-32	0 years, male, NA, stage:pT2N0M0, dead, 1320 days	28.7
ccRCC-31	0 years, male, NA, stage:pT1aN0M0, alive, 1560 days	27.9
ccRCC-59	0 years, male, NA, stage:pT1bN0M0, alive, 930 days	27.1
ccRCC-67	0 years, male, NA, stage:pT1aN0M0, dead, 1260 days	27.0
ccRCC-8	0 years, male, NA, stage:pT1bN0M0, alive, 2400 days	26.8
ccRCC-4	0 years, male, NA, stage:pT1bN0M0, dead, 270 days	26.1
ccRCC-65	0 years, male, NA, stage:pT3bN0M1, dead, 300 days	25.9
ccRCC-26	0 years, male, NA, stage:pT1bN0M0, alive, 1800 days	24.3
ccRCC-69	0 years, male, NA, stage:pT1aN0M0, alive, 2670 days	23.7
ccRCC-23	0 years, male, NA, stage:pT1bN0M0, alive, 1170 days	23.0
ccRCC-22	0 years, male, NA, stage:pT3bN0M0, dead, 330 days	23.0
ccRCC-43	0 years, female, NA, stage:pT1bN0M0, alive, 1050 days	23.0
ccRCC-61	0 years, male, NA, stage:pT1aN0M0, alive, 1470 days	21.6
ccRCC-64	0 years, male, NA, stage:pT3aN0M0, alive, 2430 days	21.0
ccRCC-5	0 years, male, NA, stage:pT1aN0M0, alive, 2940 days	20.6
ccRCC-56	0 years, male, NA, stage:pT1aN0M0, alive, 1950 days	20.6
ccRCC-50	0 years, male, NA, stage:pT3bN0M0, alive, 900 days	19.7
ccRCC-82	0 years, male, NA, stage:pT1aN0M0, alive, 3090 days	18.7
ccRCC-37	0 years, female, NA, stage:pT1aN0M0, alive, 1500 days	17.4
ccRCC-46	0 years, male, NA, stage:pT1bN0M0, alive, 990 days	17.0
ccRCC-9	0 years, male, NA, stage:pT2N1M1, dead, 360 days	13.6
ccRCC-55	0 years, female, NA, stage:pT3bN0M0, alive, 1260 days	11.1
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KIDNEY RENAL PAPILLARY CELL CARCINOMA (TCGA) - Interactive survival scatter plotⁱ

& Survival analysisⁱ

CD99L2 is not prognostic in Kidney Renal Papillary Cell Carcinoma (TCGA)

Stage:

Survival analysis

Current cut offⁱ :

Best expression cut offⁱ : 29.11

Median expressionⁱ : N/A

Median follow up timeⁱ : N/A

P scoreⁱ N/A

5-year survival highⁱ N/A

5-year survival lowⁱ N/A

TCGA RNA samplesⁱ

Average TPM

37.3

Number of samples

282

Samples

Sample	Description	TPM
TCGA-BQ-7055-01A	0 years, male, white, stage:Stage I, alive, 799 days	150.5
TCGA-B3-3926-01A	0 years, female, white, stage:Stage I, alive, 883 days	133.2
TCGA-F9-A7Q0-01A	0 years, female, asian, stage:Stage I, alive, 398 days	132.9
TCGA-UN-AAZ9-01A	0 years, female, black or african american, stage:Stage I, alive, 548 days	128.2
TCGA-5P-A9K8-01A	0 years, female, white, stage:'--, alive, 1309 days	97.8
TCGA-EV-5902-01A	0 years, male, white, stage:Stage I, alive, 578 days	92.4
TCGA-B9-4117-01A	0 years, female, black or african american, stage:'--, alive, 14 days	87.7
TCGA-BQ-5891-01A	0 years, female, white, stage:Stage III, alive, 29 days	87.3
TCGA-F9-A97G-01A	0 years, male, asian, stage:Stage III, alive, 13 days	86.8
TCGA-B9-5155-01A	0 years, male, white, stage:Stage III, alive, 665 days	83.8
TCGA-DZ-6133-01A	0 years, female, white, stage:Stage I, dead, 1557 days	82.5
TCGA-GL-8500-01A	0 years, male, white, stage:Stage I, alive, 841 days	82.3
TCGA-B1-A655-01A	0 years, female, white, stage:Stage I, alive, 510 days	82.2
TCGA-Y8-A8S1-01A	0 years, male, white, stage:Stage I, alive, 404 days	80.9
TCGA-BQ-7050-01A	0 years, female, white, stage:Stage I, alive, 1864 days	77.0
TCGA-B9-A5W8-01A	0 years, male, black or african american, stage:Stage II, alive, 524 days	76.4
TCGA-Y8-A896-01A	0 years, male, white, stage:Stage III, alive, 567 days	73.9
TCGA-MH-A855-01A	0 years, female, black or african american, stage:Stage II, alive, 369 days	71.7
TCGA-BQ-5877-01A	0 years, male, black or african american, stage:Stage IV, dead, 270 days	69.3
TCGA-B1-7332-01A	0 years, female, black or african american, stage:Stage II, alive, 1141 days	68.3
TCGA-G7-6797-01A	0 years, male, white, stage:Stage III, alive, 765 days	67.9
TCGA-SX-A7SP-01A	0 years, female, white, stage:Stage I, dead, 496 days	67.8
TCGA-A4-7286-01A	0 years, male, white, stage:'--, alive, 554 days	67.7
TCGA-DZ-6134-01A	0 years, male, white, stage:Stage I, alive, 1856 days	65.4
TCGA-A4-8515-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 709 days	65.4
TCGA-BQ-5884-01A	0 years, female, black or african american, stage:Stage I, alive, 792 days	65.2
TCGA-B9-4116-01A	0 years, female, black or african american, stage:'--, alive, 627 days	63.6
TCGA-Y8-A894-01A	0 years, female, white, stage:Stage I, alive, 567 days	61.7
TCGA-A4-7583-01A	0 years, male, black or african american, stage:Stage I, alive, 3 days	61.6
TCGA-B3-A6W5-01A	0 years, male, black or african american, stage:Stage I, alive, 309 days	58.7
TCGA-A4-7734-01A	0 years, female, white, stage:Stage I, alive, 27 days	57.6
TCGA-A4-A5Y1-01A	0 years, male, white, stage:Stage III, dead, 395 days	56.6
TCGA-A4-8310-01A	0 years, male, white, stage:Stage III, alive, 780 days	56.6
TCGA-BQ-5878-01A	0 years, female, white, stage:Stage III, alive, 1938 days	56.2
TCGA-5P-A9JU-01A	0 years, male, white, stage:Stage III, alive, 373 days	56.0
TCGA-SX-A71V-01A	0 years, male, white, stage:Stage I, alive, 876 days	55.3
TCGA-DW-5560-01A	0 years, female, white, stage:Stage I, alive, 1486 days	55.2
TCGA-A4-7288-01A	0 years, female, white, stage:'--, alive, 1857 days	54.3
TCGA-B9-A69E-01A	0 years, male, white, stage:Stage III, alive, 452 days	54.3
TCGA-G7-6793-01A	0 years, female, white, stage:Stage IV, dead, 336 days	52.5
TCGA-UZ-A9PN-01A	0 years, male, white, stage:Stage III, dead, 1136 days	52.5
TCGA-BQ-5879-01A	0 years, female, white, stage:Stage III, dead, 697 days	52.0
TCGA-A4-8098-01A	0 years, male, black or african american, stage:Stage I, alive, 896 days	51.2
TCGA-GL-7966-01A	0 years, female, white, stage:Stage III, alive, 112 days	51.2
TCGA-SX-A7SO-01A	0 years, male, white, stage:Stage I, alive, 1257 days	51.1
TCGA-DW-7836-01A	0 years, male, white, stage:Stage I, alive, 1093 days	51.1
TCGA-G7-7501-01A	0 years, female, black or african american, stage:Stage III, dead, 624 days	51.0
TCGA-2Z-A9JK-01A	0 years, male, white, stage:Stage III, alive, 1186 days	50.6
TCGA-AL-3467-01A	0 years, female, white, stage:'--, alive, 2135 days	50.3
TCGA-P4-A5EB-01A	0 years, male, white, stage:Stage I, alive, 2477 days	50.2
TCGA-AL-7173-01A	0 years, female, white, stage:Stage IV, alive, 2060 days	49.9
TCGA-G7-6789-01A	0 years, female, white, stage:Stage IV, dead, 122 days	49.8
TCGA-5P-A9K6-01A	0 years, male, white, stage:'--, alive, 1914 days	49.3
TCGA-2Z-A9JS-01A	0 years, male, white, stage:Stage I, dead, 492 days	48.9
TCGA-B3-8121-01A	0 years, female, black or african american, stage:Stage I, alive, 379 days	48.5
TCGA-Y8-A8RZ-01A	0 years, male, white, stage:Stage I, alive, 205 days	48.5
TCGA-UZ-A9PV-01A	0 years, male, white, stage:Stage I, alive, 1444 days	48.0
TCGA-2Z-A9JI-01A	0 years, male, white, stage:Stage III, alive, 1567 days	48.0
TCGA-PJ-A5Z8-01A	0 years, female, white, stage:Stage I, alive, 600 days	47.5
TCGA-IA-A40Y-01A	0 years, female, white, stage:Stage III, alive, 62 days	47.3
TCGA-DZ-6132-01A	0 years, male, stage:Stage I, alive, 2460 days	47.2
TCGA-A4-7584-01A	0 years, male, black or african american, stage:Stage I, alive, 650 days	46.9
TCGA-AT-A5NU-01A	0 years, male, white, stage:Stage I, alive, 67 days	46.8
TCGA-DW-7834-01A	0 years, male, white, stage:Stage I, alive, 3950 days	46.4
TCGA-IA-A40X-01A	0 years, female, black or african american, stage:Stage I, alive, 608 days	46.3
TCGA-BQ-7045-01A	0 years, male, black or african american, stage:Stage I, dead, 1468 days	45.9
TCGA-A4-A6HP-01A	0 years, male, white, stage:Stage I, alive, 379 days	45.9
TCGA-Y8-A897-01A	0 years, female, white, stage:Stage I, alive, 549 days	45.9
TCGA-O9-A75Z-01A	0 years, male, white, stage:Stage I, alive, 471 days	45.6
TCGA-F9-A4JJ-01A	0 years, female, black or african american, stage:Stage III, dead, 325 days	45.6
TCGA-GL-6846-01A	0 years, male, white, stage:Stage IV, alive, 5925 days	45.6
TCGA-MH-A55W-01A	0 years, male, black or african american, stage:Stage I, alive, 1043 days	45.5
TCGA-A4-7997-01A	0 years, male, white, stage:Stage I, alive, 927 days	45.0
TCGA-SX-A71S-01A	0 years, female, white, stage:Stage I, alive, 1504 days	44.7
TCGA-J7-6720-01A	0 years, male, asian, stage:Stage I, alive, 388 days	44.2
TCGA-SX-A7SQ-01A	0 years, male, white, stage:Stage I, alive, 1266 days	43.7
TCGA-B9-A5W7-01A	0 years, male, black or african american, stage:Stage I, alive, 585 days	43.4
TCGA-5P-A9JV-01A	0 years, male, white, stage:'--, alive, 2043 days	43.3
TCGA-IA-A83T-01A	0 years, male, white, stage:'--, dead, 2684 days	43.0
TCGA-BQ-7053-01A	0 years, female, black or african american, stage:Stage III, alive, 1516 days	43.0
TCGA-F9-A8NY-01A	0 years, female, asian, stage:Stage IV, alive, 36 days	42.9
TCGA-DZ-6131-01A	0 years, male, white, stage:Stage III, alive, 2429 days	42.6
TCGA-EV-5903-01A	0 years, male, white, stage:Stage I, alive, 757 days	42.2
TCGA-B9-4113-01A	0 years, male, black or african american, stage:Stage I, dead, 1536 days	42.0
TCGA-BQ-5892-01A	0 years, male, white, stage:Stage I, alive, 364 days	41.9
TCGA-HE-A5NH-01A	0 years, male, stage:Stage I, alive, 791 days	41.9
TCGA-5P-A9KE-01A	0 years, male, white, stage:'--, alive, 824 days	41.8
TCGA-IZ-8196-01A	0 years, male, white, stage:Stage I, alive, 649 days	41.2
TCGA-GL-A59R-01A	0 years, male, white, stage:Stage III, alive, 378 days	41.1
TCGA-MH-A857-01A	0 years, male, black or african american, stage:Stage I, alive, 890 days	40.5
TCGA-G7-A8LC-01A	0 years, male, white, stage:Stage I, alive, 702 days	40.0
TCGA-Y8-A8S0-01A	0 years, male, white, stage:Stage I, alive, 183 days	39.9
TCGA-UZ-A9PQ-01A	0 years, male, black or african american, stage:Stage III, dead, 2624 days	39.8
TCGA-BQ-7060-01A	0 years, male, american indian or alaska native, stage:Stage I, alive, 214 days	39.8
TCGA-BQ-7061-01A	0 years, female, white, stage:Stage I, alive, 218 days	39.4
TCGA-GL-A9DE-01A	0 years, male, black or african american, stage:Stage I, alive, 496 days	39.4
TCGA-DW-7842-01A	0 years, male, white, stage:Stage I, alive, 92 days	39.4
TCGA-2Z-A9JR-01A	0 years, male, white, stage:Stage I, alive, 161 days	39.3
TCGA-UZ-A9PS-01A	0 years, female, black or african american, stage:Stage II, alive, 2167 days	39.2
TCGA-B3-3925-01A	0 years, male, white, stage:Stage III, alive, 1029 days	39.1
TCGA-2Z-A9J2-01A	0 years, female, white, stage:Stage I, alive, 1795 days	39.0
TCGA-A4-A5XZ-01A	0 years, female, white, stage:Stage II, alive, 479 days	38.8
TCGA-5P-A9KH-01A	0 years, male, white, stage:'--, alive, 2051 days	38.6
TCGA-HE-7129-01A	male, stage:Stage II, alive, 2492 days	38.6
TCGA-BQ-7059-01A	0 years, male, white, stage:Stage I, alive, 232 days	38.5
TCGA-BQ-5882-01A	0 years, male, stage:Stage III, dead, 658 days	38.4
TCGA-UZ-A9PR-01A	0 years, male, white, stage:Stage I, alive, 2191 days	38.3
TCGA-IZ-A6M9-01A	0 years, male, white, stage:Stage I, alive, 376 days	38.1
TCGA-HE-A5NK-01A	0 years, male, stage:'--, alive, 2228 days	37.6
TCGA-Y8-A8RY-01A	0 years, male, white, stage:Stage I, alive, 769 days	37.4
TCGA-GL-7773-01A	0 years, male, white, stage:Stage I, alive, 393 days	37.3
TCGA-AL-3471-01A	0 years, male, white, stage:Stage I, dead, 1500 days	37.3
TCGA-BQ-5890-01A	0 years, male, white, stage:Stage III, alive, 233 days	37.2
TCGA-BQ-7062-01A	0 years, male, black or african american, stage:Stage I, alive, 116 days	37.2
TCGA-B9-5156-01A	0 years, male, white, stage:'--, alive, 1338 days	37.2
TCGA-BQ-5875-01A	0 years, female, white, stage:Stage III, alive, 2639 days	37.0
TCGA-5P-A9K0-01A	0 years, male, white, stage:'--, alive, 677 days	36.9
TCGA-B9-A5W9-01A	0 years, male, white, stage:Stage I, alive, 5 days	36.8
TCGA-UZ-A9PP-01A	0 years, male, white, stage:Stage I, alive, 3010 days	36.8
TCGA-B1-5398-01A	0 years, male, white, stage:Stage III, alive, 1251 days	36.7
TCGA-5P-A9JZ-01A	0 years, female, white, stage:'--, alive, 2744 days	36.5
TCGA-G7-A8LE-01A	0 years, male, white, stage:Stage I, alive, 2453 days	36.5
TCGA-UZ-A9PK-01A	0 years, male, white, stage:Stage I, alive, 3571 days	36.3
TCGA-BQ-7051-01A	0 years, male, white, stage:Stage II, alive, 1533 days	36.3
TCGA-B9-A8YH-01A	0 years, male, black or african american, stage:Stage I, alive, 532 days	36.2
TCGA-SX-A7SS-01A	0 years, male, white, stage:Stage I, alive, 1615 days	36.1
TCGA-5P-A9K9-01A	0 years, female, white, stage:'--, dead, 589 days	36.1
TCGA-UZ-A9PJ-01A	0 years, male, white, stage:Stage I, dead, 797 days	35.9
TCGA-P4-AAVK-01A	0 years, male, white, stage:Stage III, alive, 1590 days	35.7
TCGA-MH-A561-01A	0 years, male, white, stage:Stage I, alive, 841 days	35.7
TCGA-UZ-A9Q1-01A	0 years, female, white, stage:Stage I, alive, 730 days	35.6
TCGA-A4-8630-01A	0 years, female, white, stage:Stage I, alive, 436 days	35.3
TCGA-V9-A7HT-01A	0 years, male, black or african american, stage:Stage II, alive, 965 days	35.2
TCGA-UZ-A9PZ-01A	0 years, male, white, stage:Stage III, alive, 657 days	34.6
TCGA-2Z-A9J9-01A	0 years, male, black or african american, stage:Stage I, alive, 2294 days	34.6
TCGA-BQ-5883-01A	0 years, female, black or african american, stage:Stage I, alive, 1242 days	34.6
TCGA-A4-7585-01A	0 years, male, white, stage:Stage III, dead, 1070 days	34.3
TCGA-2Z-A9JD-01A	0 years, male, white, stage:Stage I, alive, 1060 days	34.1
TCGA-BQ-7046-01A	0 years, male, white, stage:Stage I, alive, 2948 days	34.1
TCGA-IA-A83V-01A	0 years, male, white, stage:Stage I, dead, 2941 days	34.0
TCGA-5P-A9K4-01A	0 years, male, white, stage:'--, alive, 2184 days	33.9
TCGA-B3-4103-01A	0 years, male, white, stage:Stage I, alive, 930 days	33.8
TCGA-2Z-A9JO-01A	0 years, female, black or african american, stage:Stage I, alive, 949 days	33.6
TCGA-GL-A9DC-01A	0 years, female, white, stage:Stage I, alive, 392 days	33.0
TCGA-B1-A657-01A	0 years, male, white, stage:Stage I, alive, 641 days	32.9
TCGA-BQ-7056-01A	0 years, female, white, stage:Stage III, alive, 612 days	32.8
TCGA-BQ-7048-01A	0 years, male, white, stage:Stage III, alive, 2839 days	32.8
TCGA-PJ-A5Z9-01A	0 years, female, white, stage:Stage I, alive, 540 days	32.6
TCGA-2Z-A9JE-01A	0 years, male, white, stage:Stage I, alive, 1728 days	32.4
TCGA-A4-7828-01A	0 years, female, black or african american, stage:Stage I, alive, 238 days	32.3
TCGA-Y8-A895-01A	0 years, male, white, stage:Stage I, alive, 484 days	32.2
TCGA-UZ-A9PU-01A	0 years, male, white, stage:Stage I, dead, 933 days	32.1
TCGA-EV-5901-01A	0 years, female, white, stage:Stage I, alive, 1040 days	31.9
TCGA-A4-8517-01A	0 years, male, white, stage:Stage I, alive, 597 days	31.7
TCGA-2Z-A9J8-01A	0 years, male, white, stage:Stage I, alive, 2790 days	31.3
TCGA-A4-8516-01A	0 years, male, white, stage:Stage III, alive, 23 days	31.3
TCGA-MH-A560-01A	0 years, male, white, stage:Stage I, alive, 924 days	31.3
TCGA-G7-6796-01A	0 years, male, white, stage:Stage I, alive, 2173 days	31.2
TCGA-2Z-A9JG-01A	0 years, male, white, stage:Stage I, alive, 1662 days	31.1
TCGA-UZ-A9PL-01A	0 years, male, white, stage:Stage II, alive, 3152 days	31.1
TCGA-SX-A71W-01A	0 years, male, white, stage:Stage I, alive, 1076 days	31.0
TCGA-BQ-5887-01A	0 years, male, white, stage:Stage III, alive, 771 days	30.7
TCGA-IZ-A6M8-01A	0 years, male, black or african american, stage:Stage I, alive, 497 days	30.7
TCGA-A4-A48D-01A	0 years, male, black or african american, stage:Stage I, alive, 379 days	30.5
TCGA-P4-AAVL-01A	0 years, male, white, stage:Stage III, dead, 487 days	30.4
TCGA-GL-A59T-01A	0 years, male, white, stage:Stage I, alive, 546 days	30.4
TCGA-GL-A4EM-01A	0 years, male, white, stage:Stage I, alive, 32 days	30.3
TCGA-A4-A4ZT-01A	0 years, female, white, stage:Stage I, alive, 516 days	30.2
TCGA-DW-7838-01A	0 years, male, white, stage:Stage I, alive, 744 days	30.0
TCGA-HE-A5NF-01A	0 years, male, stage:Stage I, alive, 2582 days	30.0
TCGA-IZ-8195-01A	0 years, male, white, stage:Stage II, alive, 677 days	30.0
TCGA-SX-A7SL-01A	0 years, male, stage:Stage I, alive, 823 days	29.8
TCGA-B1-A654-01A	0 years, female, black or african american, stage:Stage I, alive, 616 days	29.8
TCGA-SX-A7SR-01A	0 years, male, white, stage:Stage II, alive, 805 days	29.7
TCGA-5P-A9KA-01A	0 years, male, white, stage:'--, alive, 395 days	29.6
TCGA-UZ-A9PM-01A	0 years, male, white, stage:Stage II, alive, 3811 days	29.4
TCGA-UZ-A9PO-01A	0 years, male, white, stage:Stage I, alive, 1911 days	29.3
TCGA-G7-A8LD-01A	0 years, male, white, stage:Stage III, dead, 514 days	29.0
TCGA-Y8-A898-01A	0 years, male, white, stage:Stage I, alive, 475 days	28.9
TCGA-F9-A7VF-01A	0 years, female, white, stage:Stage I, alive, 73 days	28.9
TCGA-DW-7839-01A	0 years, female, white, stage:Stage I, alive, 419 days	28.4
TCGA-4A-A93Y-01A	0 years, female, black or african american, stage:Stage II, alive, 352 days	28.3
TCGA-P4-AAVM-01A	0 years, male, white, stage:Stage I, alive, 1539 days	28.3
TCGA-J7-8537-01A	0 years, female, asian, stage:Stage III, dead, 321 days	28.2
TCGA-DW-7840-01A	0 years, male, black or african american, stage:Stage I, alive, 114 days	28.1
TCGA-P4-AAVO-01A	0 years, male, white, stage:Stage I, alive, 2400 days	28.0
TCGA-IA-A83S-01A	0 years, male, white, stage:'--, dead, 2609 days	27.8
TCGA-2Z-A9J7-01A	0 years, male, white, stage:Stage IV, dead, 139 days	27.7
TCGA-P4-A5E8-01A	0 years, male, white, stage:Stage III, dead, 1306 days	27.7
TCGA-BQ-5889-01A	0 years, male, white, stage:Stage IV, dead, 329 days	27.5
TCGA-UZ-A9PX-01A	0 years, male, white, stage:Stage I, alive, 1981 days	27.5
TCGA-P4-A5E7-01A	0 years, female, white, stage:Stage I, alive, 2649 days	27.3
TCGA-GL-A9DD-01A	0 years, male, white, stage:Stage I, alive, 341 days	26.8
TCGA-HE-A5NJ-01A	0 years, male, stage:'--, alive, 1726 days	26.6
TCGA-5P-A9JW-01A	0 years, male, white, stage:'--, alive, 3241 days	26.5
TCGA-B1-A47M-01A	0 years, male, black or african american, stage:Stage III, alive, 659 days	26.2
TCGA-B1-A656-01A	0 years, male, white, stage:Stage I, alive, 618 days	26.1
TCGA-BQ-5876-01A	0 years, male, white, stage:Stage I, alive, 586 days	25.8
TCGA-2Z-A9J1-01A	0 years, male, white, stage:Stage I, alive, 2298 days	25.8
TCGA-IA-A83W-01A	0 years, male, white, stage:Stage I, dead, 2043 days	25.6
TCGA-A4-A5Y0-01A	0 years, female, white, stage:Stage I, alive, 252 days	25.5
TCGA-5P-A9JY-01A	0 years, male, white, stage:'--, dead, 1508 days	24.9
TCGA-A4-8311-01A	0 years, male, white, stage:Stage I, alive, 729 days	24.9
TCGA-KV-A74V-01A	0 years, male, white, stage:Stage I, alive, 347 days	24.9
TCGA-2K-A9WE-01A	0 years, male, white, stage:Stage II, alive, 214 days	24.9
TCGA-WN-AB4C-01A	0 years, female, white, stage:Stage I, alive, 1188 days	24.9
TCGA-G7-A4TM-01A	0 years, male, black or african american, stage:Stage I, alive, 768 days	24.7
TCGA-4A-A93W-01A	0 years, female, white, stage:Stage I, alive, 4 days	24.6
TCGA-BQ-5894-01A	0 years, male, stage:Stage IV, alive, 84 days	24.5
TCGA-SX-A7SM-01A	0 years, male, black or african american, stage:Stage IV, dead, 363 days	24.5
TCGA-MH-A562-01A	0 years, male, black or african american, stage:Stage I, alive, 616 days	24.3
TCGA-5P-A9KC-01A	0 years, female, white, stage:'--, alive, 377 days	24.3
TCGA-BQ-5881-01A	0 years, male, white, stage:Stage I, alive, 1454 days	23.9
TCGA-KV-A6GD-01A	0 years, male, white, stage:Stage I, alive, 560 days	23.8
TCGA-A4-A57E-01A	0 years, male, white, stage:Stage IV, dead, 258 days	23.6
TCGA-IA-A40U-01A	0 years, male, white, stage:Stage III, alive, 511 days	23.6
TCGA-P4-A5E6-01A	0 years, male, black or african american, stage:Stage III, alive, 3035 days	23.5
TCGA-A4-8518-01A	0 years, male, white, stage:Stage I, alive, 600 days	23.4
TCGA-BQ-7044-01A	0 years, male, white, stage:Stage III, alive, 3760 days	23.3
TCGA-SX-A71U-01A	0 years, male, white, stage:Stage I, alive, 1357 days	23.3
TCGA-2Z-A9J5-01A	0 years, male, white, stage:Stage II, alive, 3050 days	23.2
TCGA-MH-A854-01A	0 years, female, black or african american, stage:Stage I, alive, 536 days	23.1
TCGA-DW-7837-01A	0 years, male, black or african american, stage:Stage I, alive, 1142 days	23.0
TCGA-Q2-A5QZ-01A	0 years, female, black or african american, stage:Stage III, alive, 428 days	23.0
TCGA-MH-A55Z-01A	0 years, male, black or african american, stage:Stage I, alive, 845 days	22.9
TCGA-5P-A9K3-01A	0 years, male, white, stage:'--, dead, 471 days	22.5
TCGA-DZ-6135-01A	0 years, male, stage:Stage I, alive, 2269 days	22.5
TCGA-DW-7841-01A	0 years, male, black or african american, stage:Stage I, alive, 445 days	22.2
TCGA-A4-A5DU-01A	0 years, female, white, stage:Stage I, alive, 496 days	21.9
TCGA-SX-A7SN-01A	0 years, male, white, stage:Stage I, alive, 578 days	21.9
TCGA-B9-A8YI-01A	0 years, male, black or african american, stage:Stage I, alive, 374 days	21.7
TCGA-G7-6795-01A	0 years, male, white, stage:Stage I, alive, 1194 days	21.6
TCGA-BQ-7049-01A	0 years, female, white, stage:Stage I, dead, 1364 days	21.3
TCGA-2Z-A9JQ-01A	0 years, male, white, stage:Stage I, alive, 778 days	21.2
TCGA-AL-3468-01A	0 years, male, white, stage:Stage II, dead, 2331 days	21.1
TCGA-KV-A6GE-01A	0 years, male, white, stage:Stage I, alive, 885 days	21.0
TCGA-A4-8312-01A	0 years, male, black or african american, stage:Stage I, alive, 708 days	20.2
TCGA-B9-4115-01A	0 years, male, black or african american, stage:Stage I, alive, 803 days	19.8
TCGA-2Z-A9JM-01A	0 years, male, white, stage:Stage I, alive, 934 days	19.4
TCGA-WN-A9G9-01A	0 years, male, white, stage:Stage I, alive, 791 days	18.7
TCGA-2Z-A9J6-01A	0 years, male, white, stage:Stage I, alive, 1731 days	18.7
TCGA-B3-4104-01A	0 years, male, white, stage:Stage II, alive, 1049 days	18.6
TCGA-SX-A71R-01A	0 years, male, white, stage:Stage I, alive, 1457 days	18.4
TCGA-B9-4617-01A	0 years, male, black or african american, stage:'--, alive, 35 days	18.3
TCGA-2Z-A9JL-01A	0 years, male, black or african american, stage:Stage I, alive, 1006 days	18.3
TCGA-G7-6792-01A	0 years, male, black or african american, stage:Stage I, alive, 2765 days	18.2
TCGA-HE-A5NL-01A	0 years, male, stage:Stage I, alive, 767 days	18.2
TCGA-B9-A44B-01A	0 years, male, black or african american, stage:Stage III, alive, 361 days	18.1
TCGA-4A-A93X-01A	0 years, male, white, stage:Stage IV, alive, 390 days	18.0
TCGA-SX-A7SU-01A	0 years, male, stage:Stage I, alive, 1331 days	17.9
TCGA-2Z-A9JP-01A	0 years, male, white, stage:Stage I, alive, 893 days	17.9
TCGA-AL-3472-01A	0 years, male, black or african american, stage:'--, alive, 2029 days	17.8
TCGA-2Z-A9JJ-01A	0 years, female, white, stage:Stage I, alive, 1213 days	17.2
TCGA-BQ-5888-01A	0 years, female, white, stage:Stage I, alive, 403 days	16.9
TCGA-DW-5561-01A	0 years, male, black or african american, stage:Stage I, alive, 414 days	16.6
TCGA-P4-A5ED-01A	0 years, male, white, stage:Stage I, alive, 2816 days	16.2
TCGA-5P-A9KF-01A	0 years, male, white, stage:'--, alive, 845 days	16.2
TCGA-A4-7732-01A	0 years, male, black or african american, stage:'--, alive, 582 days	16.0
TCGA-A4-7915-01A	0 years, female, black or african american, stage:Stage II, alive, 7 days	15.7
TCGA-BQ-5880-01A	0 years, male, white, stage:Stage III, dead, 1314 days	15.3
TCGA-B1-A47O-01A	0 years, female, white, stage:Stage I, alive, 842 days	15.3
TCGA-2Z-A9JT-01A	0 years, male, white, stage:Stage I, alive, 684 days	15.3
TCGA-2Z-A9J3-01A	0 years, male, white, stage:Stage II, dead, 1771 days	15.2
TCGA-BQ-7058-01A	0 years, male, white, stage:Stage III, dead, 343 days	14.8
TCGA-AL-3473-01A	0 years, male, white, stage:Stage II, alive, 1906 days	14.7
TCGA-2Z-A9JN-01A	0 years, female, black or african american, stage:Stage I, alive, 740 days	14.6
TCGA-BQ-5893-01A	0 years, male, white, stage:Stage IV, dead, 241 days	14.2
TCGA-HE-A5NI-01A	0 years, male, stage:Stage I, alive, 360 days	13.8
TCGA-B9-4114-01A	0 years, male, black or african american, stage:'--, alive, 857 days	13.5
TCGA-B1-A47N-01A	0 years, male, white, stage:Stage I, alive, 1110 days	13.1
TCGA-MH-A856-01A	0 years, male, white, stage:Stage I, alive, 947 days	12.4
TCGA-UZ-A9Q0-01A	0 years, male, white, stage:Stage I, alive, 3368 days	10.8
TCGA-AL-A5DJ-01A	0 years, female, white, stage:Stage III, dead, 1498 days	10.3
TCGA-BQ-5886-01A	0 years, male, white, stage:Stage III, alive, 792 days	9.8
TCGA-BQ-5885-01A	0 years, male, white, stage:Stage III, alive, 921 days	9.5
TCGA-AL-3466-01A	0 years, male, white, stage:Stage IV, dead, 293 days	9.2
TCGA-HE-7130-01A	female, stage:Stage III, alive, 1770 days	9.0
TCGA-G7-A8LB-01A	0 years, male, white, stage:Stage IV, alive, 547 days	8.1
TCGA-A4-7287-01A	0 years, female, white, stage:Stage I, dead, 597 days	7.2
TCGA-P4-A5EA-01A	0 years, female, white, stage:Stage III, dead, 201 days	6.9
TCGA-5P-A9K2-01A	0 years, male, white, stage:'--, alive, 2392 days	5.1
TCGA-J7-A8I2-01A	0 years, male, asian, stage:Stage I, alive, 307 days	3.7
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RENAL CELL CARCINOMA - Protein relative expression (CPTAC)

Number of samples

194

Samples

Sample ID	Sample type	nRPX
CPT0077140001	Normal	0.6
CPT0092740003	Normal	0.6
CPT0092800003	Normal	0.6
CPT0025060001	Normal	0.6
CPT0088970003	Tumor	0.6
CPT0078800003	Tumor	0.6
CPT0020130001	Normal	0.5
CPT0013790003	Normal	0.5
CPT0000890001	Normal	0.5
CPT0066430001	Normal	0.5
CPT0065450001	Normal	0.5
CPT0009080003	Normal	0.5
CPT0092310003	Normal	0.5
CPT0009000003	Tumor	0.4
CPT0088920001	Normal	0.4
CPT0000790001	Normal	0.4
CPT0086970003	Normal	0.4
CPT0069010001	Normal	0.4
CPT0026420001	Normal	0.4
CPT0025610001	Normal	0.4
CPT0078530001	Normal	0.4
CPT0011410003	Tumor	0.4
CPT0006950001	Normal	0.4
CPT0078670001	Normal	0.4
CPT0086950003	Tumor	0.4
CPT0089480003	Normal	0.4
CPT0063640001	Normal	0.4
CPT0002270011	Tumor	0.4
CPT0012090003	Normal	0.4
CPT0000660001	Normal	0.4
CPT0087050003	Normal	0.3
CPT0012290003	Normal	0.3
CPT0014130001	Normal	0.3
CPT0014350001	Normal	0.3
CPT0010170001	Normal	0.3
CPT0018250001	Normal	0.3
CPT0012570003	Normal	0.3
CPT0007470001	Normal	0.3
CPT0088570001	Normal	0.3
CPT0006730001	Normal	0.3
CPT0025170003	Tumor	0.3
CPT0088780001	Normal	0.3
CPT0020020001	Normal	0.3
CPT0010120001	Normal	0.3
CPT0023360001	Normal	0.3
CPT0065820001	Normal	0.3
CPT0065690003	Tumor	0.2
CPT0075720003	Tumor	0.2
CPT0078840001	Normal	0.2
CPT0001510001	Normal	0.2
CPT0023710001	Normal	0.2
CPT0011240003	Tumor	0.2
CPT0001180009	Tumor	0.2
CPT0024680001	Normal	0.2
CPT0086830003	Normal	0.2
CPT0000780007	Tumor	0.2
CPT0086370003	Normal	0.2
CPT0012920003	Normal	0.2
CPT0081620001	Normal	0.2
CPT0088630003	Tumor	0.2
CPT0014470001	Normal	0.2
CPT0079000001	Normal	0.2
CPT0019130003	Tumor	0.2
CPT0063320003	Tumor	0.2
CPT0078940001	Normal	0.2
CPT0002370001	Normal	0.1
CPT0025350003	Tumor	0.1
CPT0001350001	Normal	0.1
CPT0019160001	Normal	0.1
CPT0012770003	Normal	0.1
CPT0088710001	Normal	0.1
CPT0089040001	Normal	0.1
CPT0009020003	Normal	0.1
CPT0006440003	Tumor	0.1
CPT0071150004	Tumor	0.1
CPT0077490003	Tumor	0.1
CPT0088550004	Tumor	0.1
CPT0007870001	Normal	0.1
CPT0078660003	Tumor	0.1
CPT0064400001	Normal	0.1
CPT0012080003	Tumor	0.1
CPT0088900003	Tumor	0.1
CPT0087040003	Tumor	0.1
CPT0075570001	Normal	0.1
CPT0081990003	Tumor	0.1
CPT0077500001	Normal	0.1
CPT0000640003	Tumor	0.1
CPT0021240003	Tumor	0.1
CPT0079430001	Normal	0.1
CPT0025920001	Normal	0.0
CPT0078830003	Tumor	0.0
CPT0001190001	Normal	0.0
CPT0092730003	Tumor	0.0
CPT0086890003	Normal	0.0
CPT0082010001	Normal	0.0
CPT0088500001	Normal	0.0
CPT0017450001	Normal	0.0
CPT0001340003	Tumor	0.0
CPT0025230003	Tumor	0.0
CPT0088640003	Normal	0.0
CPT0015910003	Tumor	0.0
CPT0014450004	Tumor	0.0
CPT0077310003	Tumor	0.0
CPT0001550001	Normal	0.0
CPT0012640003	Normal	0.0
CPT0089020003	Tumor	0.0
CPT0065930003	Tumor	0.0
CPT0079480003	Tumor	-0.1
CPT0006530001	Normal	-0.1
CPT0075170001	Normal	-0.1
CPT0066480003	Tumor	-0.1
CPT0010160003	Tumor	-0.1
CPT0001230001	Normal	-0.1
CPT0089460004	Tumor	-0.1
CPT0019990003	Tumor	-0.1
CPT0025110003	Tumor	-0.1
CPT0069000003	Tumor	-0.1
CPT0007320003	Tumor	-0.1
CPT0017410003	Tumor	-0.1
CPT0006630003	Tumor	-0.1
CPT0017850003	Tumor	-0.1
CPT0079380003	Tumor	-0.1
CPT0023350003	Tumor	-0.1
CPT0006900003	Tumor	-0.1
CPT0078930003	Tumor	-0.1
CPT0076350001	Normal	-0.1
CPT0088480003	Tumor	-0.1
CPT0012370003	Tumor	-0.1
CPT0088760003	Tumor	-0.1
CPT0077320001	Normal	-0.2
CPT0015810003	Tumor	-0.2
CPT0063330001	Normal	-0.2
CPT0086870003	Tumor	-0.2
CPT0025580004	Tumor	-0.2
CPT0066520001	Normal	-0.2
CPT0012900004	Tumor	-0.2
CPT0001270001	Normal	-0.2
CPT0026410003	Tumor	-0.2
CPT0015730003	Tumor	-0.2
CPT0084590001	Normal	-0.2
CPT0079300001	Normal	-0.2
CPT0010110003	Tumor	-0.2
CPT0079230003	Tumor	-0.2
CPT0092160003	Tumor	-0.2
CPT0014370004	Tumor	-0.2
CPT0000870016	Tumor	-0.2
CPT0077110003	Tumor	-0.2
CPT0065870003	Tumor	-0.2
CPT0079270003	Tumor	-0.2
CPT0069190001	Normal	-0.2
CPT0081600003	Tumor	-0.3
CPT0092190003	Normal	-0.3
CPT0025050003	Tumor	-0.3
CPT0012280003	Tumor	-0.3
CPT0092790003	Tumor	-0.3
CPT0066470004	Tumor	-0.3
CPT0075130003	Tumor	-0.3
CPT0025880003	Tumor	-0.3
CPT0023690003	Tumor	-0.3
CPT0012550003	Tumor	-0.3
CPT0063630003	Tumor	-0.3
CPT0088690003	Tumor	-0.4
CPT0086030003	Tumor	-0.4
CPT0079510001	Normal	-0.4
CPT0085670003	Tumor	-0.4
CPT0069160003	Tumor	-0.4
CPT0078510003	Tumor	-0.4
CPT0079410003	Tumor	-0.4
CPT0025290003	Tumor	-0.4
CPT0065430003	Tumor	-0.4
CPT0002350011	Tumor	-0.4
CPT0001220008	Tumor	-0.4
CPT0001500009	Tumor	-0.4
CPT0076330003	Tumor	-0.4
CPT0009060003	Tumor	-0.4
CPT0078990003	Tumor	-0.4
CPT0012670003	Tumor	-0.4
CPT0024670003	Tumor	-0.5
CPT0075560003	Tumor	-0.5
CPT0081880003	Tumor	-0.5
CPT0086360003	Tumor	-0.5
CPT0007860003	Tumor	-0.5
CPT0020120003	Tumor	-0.5
CPT0065810003	Tumor	-0.5
CPT0001260009	Tumor	-0.6
CPT0001540009	Tumor	-0.6
CPT0092290003	Tumor	-0.6
CPT0064370003	Tumor	-0.6
CPT0084560003	Tumor	-0.7
CPT0065750003	Tumor	-0.7
CPT0012180003	Tumor	-0.7
CPT0086820003	Tumor	-0.8
CPT0079180003	Tumor	-1.0
CPT0014160003	Tumor	-1.3
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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 HPA038782	Antibody HPA038783
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