- Research article
- Open Access
- Open Peer Review
Association of epicardial fat with left ventricular diastolic function in subjects with metabolic syndrome: assessment using 2-dimensional echocardiography
© Park et al.; licensee BioMed Central Ltd. 2014
- Received: 22 July 2013
- Accepted: 30 December 2013
- Published: 9 January 2014
Metabolic syndrome (MetS) is related with left ventricular diastolic dysfunction (LVDD) and poor cardiovascular outcome. Epicardial adipose tissue (EAT) thickness, measured by echocardiography, is increased in subjects with MetS. However, the association of EAT with LV diastolic function has not been evaluated in subjects with MetS.
In this retrospective study, EAT thickness was measured in 1,486 consecutive asymptomatic patients with no known heart disease who had transthoracic echocardiography during a self-referred healthcare exam. Subjects with a history of ischemic heart disease, cardiomyopathy or significant valvular heart disease were excluded. LVDD was defined as E/e’ ratio ≥ 15. Subjects were grouped into two groups, those with MetS and those without.
MetS was present in 346 subjects. There was no difference in LV systolic function between the two groups. However compared to patients without MetS, patients with MetS had larger left atrium (LA) size and higher E/e’ ratio (38 ± 5 versus 35 ± 5 mm for LA and 10.0 ± 3.3 versus 8.7 ± 2.7 for E/e’ ratio in subjects with versus without MetS both p < 0.001). LVDD was found in 27 (7.8%) subjects with MetS, compared to 30 (2.6%) subjects without MetS (p < 0.001). In subjects with MetS, EAT was significantly correlated with LVDD, even after adjusting for other cardiometabolic risk factors such as age, systolic blood pressure, BMI, blood glucose and LDL cholesterol (OR 1.845, 95% CI 1.153-2.951, p = 0.011).
Greater EAT is found in subjects with MetS. EAT is significantly associated with LVDD in subjects with MetS, even after adjusting for other risk factors.
- Epicardial fat
- Diastolic function
- Metabolic syndrome
Epicardial adipose tissue (EAT) is a type of visceral adipose tissue (VAT) that surrounds the myocardium and epicardium. EAT has received much attention recently due to its metabolically active nature and relation with several bioactive adipokines [1–4]. Studies have shown an association between EAT and traditional cardiovascular risk factors, coronary atherosclerosis, coronary artery plaque burden, and major adverse cardiovascular events [5–7]. In addition to coronary artery disease, EAT is also correlated with left ventricular (LV) function [8, 9]. However, the number of published studies and patients are both limited.
Increased EAT has been reported in patients with metabolic syndrome (MetS) [10, 11]. MetS is a cluster of the well-established cardiovascular risk factors, including insulin resistance, obesity and related dyslipidemia. MetS is associated with poor cardiovascular outcome due to the atherogenic potential. The presence of MetS has also been linked with impaired LV diastolic function [12, 13].
The association of EAT with either LV diastolic function or MetS have been separately studied. Yet, the association of EAT and LV diastolic function in the presence of MetS has not been studied in a large, asymptomatic population free of known coronary artery disease. Thus, we aimed to evaluate the correlation between EAT thickness measured by two dimensional echocardiography and LV diastolic function in a population of asymptomatic Koreans with MetS.
In this retrospective study, the study subjects were recruited from Seoul National University Hospital Healthcare System Gangnam Center. Among those who visited our echocardiography lab for a health screening exam between March 2011 and February 2012, EAT was measured by transthoracic echocardiography in 1,551 subjects without clinical signs and symptoms of heart disease. Those with significant valvular heart disease, LV systolic dysfunction, or cardiomyopathy were excluded from the analysis. Those without blood tests or whose clinical data were unavailable were also excluded from the analysis. In total, 1,486 asymptomatic subjects with EAT measured by echocardiography were included in this study. Past medical history and current medications were derived from self-reported medical questionnaires.
Measurement of anthropometric parameters
All measurements were performed on the same day as the echocardiography. Height, body weight, waist circumference and blood pressure were measured. Waist circumference was measured in centimeters using the minimum circumference between the lower rib margin and the iliac crest in the standing position. Blood pressure was measured for three times in all patients with at least a 5 minutes interval between measures. Obesity was defined as a body mass index (BMI) ≥25 kg/m2, according to the modified WHO criteria from the Asia-Pacific guideline. Fasting blood glucose level, glycated hemoglobin, total cholesterol, triglyceride (TG), high density-lipoprotein (HDL) cholesterol, and low-density lipoprotein (LDL) cholesterol were measured after at least 12 hours of fasting in all patients.
MetS was classified according to the recommendations of National Cholesterol Education Program Adult Treatment Panel III . Blood pressure ≥ 130/85 mmHg or the subjects’ self-reported history of hypertension or antihypertensive medications, a waist circumference ≥ 90 cm in men or ≥85 cm in women, triglyceride ≥ 150 mg/dL, HDL cholesterol ≤ 40 mg/dL in men and ≤50 mg/dL in women, fasting blood glucose level ≥ 100 mg/dL or a self-reported history of diabetes or use of diabetes medications were the parameters included to define MetS. When any three of the criteria met, the patient was defined as having MetS.
All study subjects underwent transthoracic echocardiography. Using commercially available equipment (Vivid 7, GE Medical Systems, Milwaukee, WI), an echocardiogram was performed by standard technique with subjects in the left lateral decubitus position. From the two-dimensional parasternal long axis view, epicardial fat was identified as the echo-free space between the outer wall of the myocardium and the visceral layer of the pericardium, and was measured perpendicularly on the right ventricular free wall at end-diastole .
Routine standard echocardiography exam parameters included LV end-diastolic and end-systolic dimensions, LV end-diastolic wall thickness, LV ejection fraction, pulsed-wave Doppler examination of the mitral inflow, and pulsed-wave tissue Doppler imaging at the medial mitral annulus. From the mitral inflow Doppler signals, early transmitral inflow velocity (E), late transmitral inflow velocity (A), and deceleration time (DT) of E velocity were obtained with the sample volume placed between the tips of mitral leaflets. Pulsed-wave tissue Doppler imaging-derived annular peak velocities (e’ and s’) were measured, and the ratio of mitral E peak velocity and e’ peak velocity (E/e’) was calculated. For assessment of LV diastolic function, E/e’ ratio was used, and subjects with E/e’ ≥ 15 were defined as having LV diastolic dysfunction (LVDD).
Data are expressed as the mean ± standard deviation or frequency. Categorical variables were compared using chi-square analysis and continuous variables were compared using an unpaired Student’s t-test. To evaluate the correlation of the continuous parameters with LV diastolic function, bivariate correlation analysis with Pearson’s correlations was performed. To evaluate the correlation of various parameters with the presence of LVDD, regression analysis was performed. Using multiple regression analysis, other possible confounding covariables were adjusted. For all statistical analyses, statistical software package (IBM SPSS statistics 19.0) was used and a p < 0.05 was considered significant.
The study protocol was reviewed and approved by the Institutional Review Board of Seoul National University Hospital (IRB No 1008-036-326). Because the current study was performed as a retrospective study using the database and medical records, informed consent was waived by the board.
Total n = 1456
Subjects with metabolic syndrome n = 346
Subjects without metabolic syndrome n = 1140
Male, n (%)
53 ± 9
55 ± 10
53 ± 9
117 ± 13
125 ± 13
115 ± 12
77 ± 10
82 ± 10
75 ± 9
40 ± 9
43 ± 10
40 ± 9
24 ± 3
26 ± 3
23 ± 3
87 ± 8
93 ± 6
85 ± 7
101 ± 21
116 ± 32
97 ± 14
T. cholesterol, mg/dL
196 ± 33
198 ± 38
195 ± 32
120 ± 81
188 ± 115
100 ± 52
HDL cholesterol, mg/dL
51 ± 11
45 ± 9
53 ± 11
LDL cholesterol, mg/dL
124 ± 29
126 ± 31
123 ± 29
0.15 ± 0.39
0.17 ± 0.32
0.14 ± 0.41
5.7 ± 0.7
6.1 ± 1.0
5.6 ± 0.5
2.7 ± 0.8
2.9 ± 0.9
2.7 ± 0.8
49 ± 4
50 ± 3
48 ± 4
28 ± 3
29 ± 3
28 ± 3
66 ± 6
66 ± 6
66 ± 6
40 ± 5
38 ± 5
35 ± 5
0.59 ± 0.18
0.58 ± 0.27
0.60 ± 0.14
0.60 ± 0.25
0.65 ± 0.43
0.59 ± 0.16
191 ± 60
198 ± 65
189 ± 58
1.0 ± 0.4
0.9 ± 0.3
1.1 ± 0.4
9.0 ± 2.9
10.0 ± 3.3
8.7 ± 2.7
E/E’ ≥ 15
Clinical and imaging parameters in subjects with and without MetS
The comparison analyses of the clinical and echocardiographic parameters are shown in Table 1. Among subjects with MetS, 267 (77.2%) were male, compared to 728 (63.9%) males in the population without MetS. The mean age, waist circumference and BMI were significantly higher in subjects with MetS (all p < 0.001). The systolic and diastolic blood pressure, fasting glucose level, glycated hemoglobin level and TG were significantly higher in the subjects with MetS (all p < 0.001).
Correlation of clinical and imaging parameters with LV diastolic function
Bivariate correlation analysis with E/E’ ratio
Patients with metabolic syndrome
Patients without metabolic syndrome
EAT by TTE
In subjects without MetS, age (r = 0.447, p < 0.001), systolic blood pressure (r = 0.194, p < 0.001). diastolic blood pressure (r = 0.078, p = 0.008), BMI (r = 0.188, p < 0.001), waist circumference (r = 0.181, p < 0.001), glucose (r = 0.165, p < 0.001), glycated hemoglobin (r = 0.146, p < 0.001), and LA size (r = 0.273, p < 0.001) showed correlation with E/e’ ratio.
Multivariate analysis showing parameters associated with LVDD
The univariate analysis showed positive correlation between EAT and LVDD in subjects with MetS (OR 1.946, 95% confidence interval 1.308-2.896, p = 0.001), whereas in subjects without MetS, EAT did not show significant correlation with LVDD (p = 0.453).
Multivariate analysis showing parameters associated with LV diastolic function
95% confidence interval
Patients with metabolic syndrome
EAT by echocardiography, mm
LDL cholesterol, mg/dL
Patients without metabolic syndrome
EAT by echocardiography, mm
LDL cholesterol, mg/dL
In this study we aimed to assess the association of EAT thickness with LVDD in subjects with MetS. Using two-dimensional echocardiography we demonstrated that EAT thickness is significantly associated with LVDD in subjects with MetS, and this association remains after adjusting for age, systolic blood pressure, BMI, blood glucose level, and LDL cholesterol. Importantly, we did not observe this association in subjects without MetS.
The echocardiographic measurement of EAT was proposed and validated by Iacobellis et al. [17, 18]. Several studies have assessed epicardial fat using coronary CT or cardiac magnetic resonance imaging (MRI). However, measuring EAT by echocardiography has several advantages over CT or MRI. It is inexpensive, easier to access, and rapidly applicable especially within clinical practice, and has high reproducibility. Moreover, when compared to CT, echocardiography is radiation-free and free from contrast agent-related side effects. Considering these significant advantages and placed within the context of the current study population, which consisted of subjects without clinical signs or symptoms of heart disease who were self-referred for health exams, the data strongly suggests that the echocardiographic measurement of EAT is preferred to CT.
We found that EAT thickness was greater in subjects with MetS, consistent with previous studies [10, 11, 19]. Our data indicate that EAT thickness is associated with metabolic factors and is correlated with the main anthropometric and clinical parameters of metabolic syndrome [10, 20, 21]. This data is consistent with a previous study that reported EAT thickness increases with an increasing number of MetS components .
MetS is a cluster of several cardiometabolic risk factors and is eventually associated with cardiovascular disease. Visceral obesity and insulin resistance have been proposed as the main underlying mechanism. Both are strongly linked with hypertension, dyslipidemia and atherosclerotic coronary artery disease. In current study, we assessed functional aspect of myocardium rather than vascular disease. To avoid other possible confounding factors, we adjusted cardiometabolic risk factors using multivariate regression model. Our result still showed significant association between EAT and LV diastolic function in presence of MetS. Although the underlying mechanism is not fully understood yet, increased EAT, measured by either CT or echocardiography, has consistently shown independent correlation with impaired diastolic function. Cavalcante et al. reported that epicardial fat volume is an independent correlate of impaired diastolic function after accounting for associated comorbidities . They studied 110 apparently healthy individuals, and found that epicardial fat volume adds increment predictive value for diastolic dysfunction.
Having similar properties and origin with visceral adipose tissue, EAT has been suggested as an active organ producing several proinflammatory and proatherogenic bioactive cytokines [22–24]. Also with its anatomic proximity to the heart without fascial protection inbetween, the possible local interaction via paracrine or vasocrine effect was suggested as a mechanism that causes coronary artery disease or LVDD [1, 3, 25, 26].
As shown in our study, EAT thickness was independently associated with LVDD in subjects with MetS. LVDD is clinically significant and related to poor outcome. This was demonstrated in the longitudinal study of Olmsted County, in which increased all-cause mortality was significantly associated with presence of LVDD . The significance was still present after adjusting for age, gender and ejection fraction.
There are several limitations in our study. First, the measurement of epicardial fat tissue by echocardiography can vary depending on the experience of the cardiologist. To minimize such inter- and intra-observer variability, we repeatedly compared images and had discussions among cardiologists in our center. From these group discussions an overall consensus was drawn on the interpretation of the images. Also, our cardiologists are all well-trained individuals with much experience in echocardiography. Second, since the study is performed as a cross-sectional study, we do not have clinical outcome data. Third, assessing additional biomarkers may help strengthen our findings and aid in the interpretation of our results.
EAT thickness measured by echocardiography is independently associated with LV diastolic function in subjects with MetS. This correlation remained significant after adjusting for other known cardiometabolic risk factors, such as age, systolic blood pressure, BMI, blood glucose and LDL cholesterol.
This study was supported by Seoul National University Hospital (0420100700, 2010–1096).
- Iacobellis G, Corradi D, Sharma AM: Epicardial adipose tissue: anatomic, biomolecular and clinical relationships with the heart. Nat Clin Pract Cardiovasc Med. 2005, 2 (10): 536-543. 10.1038/ncpcardio0319.View ArticlePubMedGoogle Scholar
- Iacobellis G, Pond CM, Sharma AM: Different “weight” of cardiac and general adiposity in predicting left ventricle morphology. Obesity. 2006, 14 (10): 1679-1684. 10.1038/oby.2006.192.View ArticlePubMedGoogle Scholar
- Sacks HS, Fain JN: Human epicardial adipose tissue: a review. Am Heart J. 2007, 153 (6): 907-917. 10.1016/j.ahj.2007.03.019.View ArticlePubMedGoogle Scholar
- Turak O, Özcan F, Canpolat U, Işleyen A, Cebeci M, Öksüz F, Mendi MA, Çağli K, Gölbaşi Z, Aydoğdu S: Increased echocardiographic epicardial fat thickness and high-sensitivity CRP level indicate diastolic dysfunction in patients with newly diagnosed essential hypertension. Blood Press Monit. 2013, 18 (5): 259-264. 10.1097/MBP.0b013e3283651d19.View ArticlePubMedGoogle Scholar
- Alexopoulos N, McLean DS, Janik M, Arepalli CD, Stillman AE, Raggi P: Epicardial adipose tissue and coronary artery plaque characteristics. Atherosclerosis. 2010, 210 (1): 150-154. 10.1016/j.atherosclerosis.2009.11.020.View ArticlePubMedGoogle Scholar
- Mahabadi AA, Berg MH, Lehmann N, Kalsch H, Bauer M, Kara K, Dragano N, Moebus S, Jockel KH, Erbel R, Mohlenkamp S: Association of epicardial fat with cardiovascular risk factors and incident myocardial infarction in the general population: the Heinz Nixdorf Recall Study. J Am Coll Cardiol. 2013, 61 (13): 1388-1395. 10.1016/j.jacc.2012.11.062.View ArticlePubMedGoogle Scholar
- Mahabadi AA, Reinsch N, Lehmann N, Altenbernd J, Kalsch H, Seibel RM, Erbel R, Mohlenkamp S: Association of pericoronary fat volume with atherosclerotic plaque burden in the underlying coronary artery: a segment analysis. Atherosclerosis. 2010, 211 (1): 195-199. 10.1016/j.atherosclerosis.2010.02.013.View ArticlePubMedGoogle Scholar
- Khawaja T, Greer C, Chokshi A, Chavarria N, Thadani S, Jones M, Schaefle K, Bhatia K, Collado JE, Shimbo D, Einstein AJ, Schulze PC: Epicardial fat volume in patients with left ventricular systolic dysfunction. Am J Cardiol. 2011, 108 (3): 397-401. 10.1016/j.amjcard.2011.03.058.View ArticlePubMedGoogle Scholar
- Cavalcante JL, Tamarappoo BK, Hachamovitch R, Kwon DH, Alraies MC, Halliburton S, Schoenhagen P, Dey D, Berman DS, Marwick TH: Association of epicardial fat, hypertension, subclinical coronary artery disease, and metabolic syndrome with left ventricular diastolic dysfunction. Am J Cardiol. 2012, 110 (12): 1793-1798. 10.1016/j.amjcard.2012.07.045.View ArticlePubMedPubMed CentralGoogle Scholar
- Iacobellis G, Ribaudo MC, Assael F, Vecci E, Tiberti C, Zappaterreno A, Di Mario U, Leonetti F: Echocardiographic epicardial adipose tissue is related to anthropometric and clinical parameters of metabolic syndrome: a new indicator of cardiovascular risk. J Clin Endocrinol Metab. 2003, 88 (11): 5163-5168. 10.1210/jc.2003-030698.View ArticlePubMedGoogle Scholar
- Yorgun H, Canpolat U, Hazirolan T, Ates AH, Sunman H, Dural M, Sahiner L, Kaya EB, Aytemir K, Tokgozoglu L, Kabakci G, Oto A: Increased epicardial fat tissue is a marker of metabolic syndrome in adult patients. Int J Cardiol. 2013, 165 (2): 308-313. 10.1016/j.ijcard.2011.08.067.View ArticlePubMedGoogle Scholar
- Hwang YC, Jee JH, Kang M, Rhee EJ, Sung J, Lee MK: Metabolic syndrome and insulin resistance are associated with abnormal left ventricular diastolic function and structure independent of blood pressure and fasting plasma glucose level. Int J Cardiol. 2012, 159 (2): 107-111. 10.1016/j.ijcard.2011.02.039.View ArticlePubMedGoogle Scholar
- Brown AL, Mathews SJ, Waggoner AD, Soto PF, Gropler RJ, Davila-Roman VG, De Las Fuentes L: Metabolic syndrome is associated with abnormal left ventricular diastolic function independent of left ventricular mass. Eur Heart J. 2007, 28 (5): 553-559.PubMedGoogle Scholar
- WHO/IASO/IOTF: The Asia-Pacific perspective: redefining obesity and its treatment. Int Obes Task Force. 2000, 2: 15-21.Google Scholar
- Expert Panel on Detection E: Treatment of High Blood Cholesterol in A. Executive Summary of The Third Report of The National Cholesterol Education Program (NCEP) Expert Panel on Detection, Evaluation, And Treatment of High Blood Cholesterol In Adults (Adult Treatment Panel III). JAMA. 2001, 285 (19): 2486-2497. 10.1001/jama.285.19.2486.View ArticleGoogle Scholar
- Iacobellis G, Willens HJ: Echocardiographic epicardial fat: a review of research and clinical applications. J Am Soc Echocardiogr. 2009, 22 (12): 1311-1319. 10.1016/j.echo.2009.10.013.View ArticlePubMedGoogle Scholar
- Iacobellis G, Assael F, Ribaudo MC, Zappaterreno A, Alessi G, Di Mario U, Leonetti F: Epicardial fat from echocardiography: a new method for visceral adipose tissue prediction. Obes Res. 2003, 11 (2): 304-310. 10.1038/oby.2003.45.View ArticlePubMedGoogle Scholar
- Iacobellis G, Willens HJ, Barbaro G, Sharma AM: Threshold values of high-risk echocardiographic epicardial fat thickness. Obesity. 2008, 16 (4): 887-892. 10.1038/oby.2008.6.View ArticlePubMedGoogle Scholar
- Tok D, Cagli K, Kadife I, Turak O, Ozcan F, Basar FN, Golbasi Z, Aydogdu S: Impaired coronary flow reserve is associated with increased echocardiographic epicardial fat thickness in metabolic syndrome patients. Coron Artery Dis. 2013, 24 (3): 191-195. 10.1097/MCA.0b013e32835d75d1.View ArticlePubMedGoogle Scholar
- Iacobellis G, Leonetti F: Epicardial adipose tissue and insulin resistance in obese subjects. J Clin Endocrinol Metab. 2005, 90 (11): 6300-6302. 10.1210/jc.2005-1087.View ArticlePubMedGoogle Scholar
- Wang CP, Hsu HL, Hung WC, Yu TH, Chen YH, Chiu CA, Lu LF, Chung FM, Shin SJ, Lee YJ: Increased epicardial adipose tissue (EAT) volume in type 2 diabetes mellitus and association with metabolic syndrome and severity of coronary atherosclerosis. Clin Endocrinol. 2009, 70 (6): 876-882. 10.1111/j.1365-2265.2008.03411.x.View ArticleGoogle Scholar
- Mazurek T, Zhang L, Zalewski A, Mannion JD, Diehl JT, Arafat H, Sarov-Blat L, O’Brien S, Keiper EA, Johnson AG, Martin J, Goldstein BJ, Shi Y: Human epicardial adipose tissue is source of inflammatory mediators. Circulation. 2003, 108 (20): 2460-2466. 10.1161/01.CIR.0000099542.57313.C5.View ArticlePubMedGoogle Scholar
- Baker AR, Silva NF, Quinn DW, Harte AL, Pagano D, Bonser RS, Kumar S, McTernan PG: Human epicardial adipose tissue expresses a pathogenic profile of adipocytokines in patients with cardiovascular disease. Cardiovasc Diabetol. 2006, 5: 1-10.1186/1475-2840-5-1.View ArticlePubMedPubMed CentralGoogle Scholar
- Iacobellis G, di Gioia CR, Cotesta D, Petramala L, Travaglini C, De Santis V, Vitale D, Tritapepe L, Letizia C: Epicardial adipose tissue adiponectin expression is related to intracoronary adiponectin levels. Horm Metab Res. 2009, 41 (3): 227-231. 10.1055/s-0028-1100412.View ArticlePubMedGoogle Scholar
- Iacobellis G, Bianco AC: Epicardial adipose tissue: emerging physiological, pathophysiological and clinical features. Trends Endocrinol Metab. 2011, 22 (11): 450-457. 10.1016/j.tem.2011.07.003.View ArticlePubMedGoogle Scholar
- Cherian S, Lopaschuk GD, Carvalho E: Cellular cross-talk between epicardial adipose tissue and myocardium in relation to the pathogenesis of cardiovascular disease. Am J Physiol Endocrinol Metab. 2012, 303 (8): E937-949. 10.1152/ajpendo.00061.2012.View ArticlePubMedGoogle Scholar
- Pritchett AM, Mahoney DW, Jacobsen SJ, Rodeheffer RJ, Karon BL, Redfield MM: Diastolic dysfunction and left atrial volume: a population-based study. J Am Coll Cardiol. 2005, 45 (1): 87-92. 10.1016/j.jacc.2004.09.054.View ArticlePubMedGoogle Scholar
- The pre-publication history for this paper can be accessed here:http://www.biomedcentral.com/1471-2261/14/3/prepub
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