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Review

The Importance of the Assessment of Epicardial Adipose Tissue in Scientific Research

by
Przemysław Cheładze
1,
Adrian Martuszewski
2,
Rafał Poręba
3 and
Paweł Gać
1,2,*
1
Centre for Diagnostic Imaging, 4th Military Hospital, Weigla 5, PL 50-981 Wroclaw, Poland
2
Department of Population Health, Division of Environmental Health and Occupational Medicine, Wroclaw Medical University, Mikulicza-Radeckiego 7, PL 50-368 Wroclaw, Poland
3
Department of Internal and Occupational Diseases, Hypertension and Clinical Oncology, Wroclaw Medical University, Borowska 213, PL 50-556 Wroclaw, Poland
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2022, 11(19), 5621; https://doi.org/10.3390/jcm11195621
Submission received: 22 August 2022 / Revised: 14 September 2022 / Accepted: 21 September 2022 / Published: 23 September 2022
(This article belongs to the Special Issue Recent Advances in Cardiovascular Imaging 2.0 Edition)
Browse Figures
Versions Notes

Abstract

:
Epicardial adipose tissue (EAT) exhibits morphological similarities with pericardial adipose tissue, however, it has different embryological origin and vascularization. EAT is a metabolically active organ and a major source of anti-inflammatory and proinflammatory adipokines, which have a significant impact on cardiac function and morphology. Moreover, it can regulate vascular tone by releasing various molecules. The relationship between EAT and cardiovascular disease and diseases of other organ systems is now considered a common discussion subject. The present clinical review article summarizes the epidemiological findings based on imaging techniques in studies conducted so far. In conclusion, evaluation of the epicardial adipose tissue constitutes a helpful scientific parameter, which can be assessed by means of different diagnostic imaging examinations.

1. Introduction

Fatty tissue is a complex organ in the body, that performs numerous functions—local and systemic. The fact that adipose tissue not only has a thermal insulation function and the function of an energy store (in the form of triglycerols) has been known for over 30 years. Many studies have shown that it affects, among others, the immune system, affects the renin-angiotensin-aldosterone system and the wall of blood vessels and cooperates with the autonomic nervous system [1,2]. Fatty tissue is very often referred to as an organ, although it does not meet the classical definition. It is indicated that this is an important endocrine organ [3]. Adipocytes (the cells that make up fat) release several substances—adipokines (also called adipocytokines). Each change in the extent of their secretion is associated with specific consequences, mainly with the development of specific diseases. This applies, among others, to cardiovascular diseases, insulin resistance, hypertension, heart rhythm disorders, and heart failure [4,5,6,7].
According to the literature, the correct content of adipose tissue in men is 12–20%, while in women its correct range is slightly higher—it is between 20% and 30%. According to the definition of the World Health Organization (WHO), obesity is an excess of body fat—in men ≥25%, and in women ≥35%. First, it accumulates in the thighs, hips, and buttocks in women, while in men, it accumulates mainly in the abdominal area. The remaining adipose tissue is the visceral deposit, the retroperitoneal deposit, and the deposit located within the genitals. A positive caloric balance (excessive energy intake with a low level of energy expenditure) results in an increase in the size of adipocytes. The main reason for this mechanism is the accumulation of fatty acids in these cells, which also leads to the structural reconstruction of fat cells and constitutes a signal that triggers an inflammatory response [8,9].
Dedicated devices are usually used to calculate body fat. The most popular is bioelectrical impedance analysis (BIA). Selected parameters of adipose tissue, especially in specific parts of the body, can also be analyzed using diagnostic imaging methods [2].

2. Cardiac Adipose Tissue

The correlation of visceral adipose tissue with the development of many diseases aroused wide interest in scientific circles. The so-called “fattening” of the heart muscle pathomorphologists was already interested in the 20th century [10]. In 1955, the first data on the measurement of adipose tissue were published [11]. Initially, the focus was on visceral adipose tissue (VAT), but over time, the main subject of the analysis was (and remains to this day) visceral adipose tissue located on the surface of the heart—i.e., epicardial adipose tissue (EAT). Together with pericardial adipose tissue (PeAT), it forms cardiac adipose tissue (CAT), Figure 1 and Figure 2.
There is a dilemma of different nomenclature used in the literature on heart adipose tissue. The following types of adipose tissue can be distinguished: Epicardial adipose tissue (EAT), pericardial adipose tissue (PeAT), and paracardial adipose tissue (PaAT). However, EAT can be expressed as thickness (EAT-t) and volume (EAT-v) [12]. Many researchers measure EAT using computed tomography (CT) or transthoracic echocardiography (ECHO), but magnetic resonance imaging (MRI) remains the gold standard for this purpose due to its good spatial resolution [13]. ECHO is widely available and relatively costless, but obtained images are not as reproducible as in CT or MRI.

2.1. Distribution of the Epicardial Adipose Tissue

The pericardial adipose tissue, like typical locoregional adipose tissue, develops from the mesoderm. PeAT is highly vascularized through the arterial branches of the mediastinum. The epicardial adipose tissue develops from the visceral leaf of the extramedullary mesoderm, its cells migrate to the surface of the heart. Coronary artery branches provide EAT vascularity. In the literature, it is often possible to find a division of EAT into two subgroups—muscle and perinodullary. In humans, EAT covers a significant part of the heart surface. According to various sources, this applies from 56% to 100%, with an average of 80%. Its clusters are located primarily in the interventricular and atrioventricular grooves. In addition, it also occurs on the course of coronary vessels, along the right edge of the wall of the right ventricle, on the anterior wall, and around the tip of the heart. Most often, the EAT weight is about 20% of the heart weight. Many authors report that in women, EAT represents a slightly higher percentage of heart weight than in men. Others, on the other hand, do not see such a dependence depending on gender. There are also reports on the influence of age on the thickness of this type of adipose tissue, which is also a questionable issue [1,14,15]. The EAT index proposed by Shmilovich et al. [16] does not consider age or gender. The volume of adipose tissue is expressed in relation to the body surface area. The main value of this index is 95 percentiles (68.1 cm3/m2)—each higher value increases the risk of cardiovascular diseases.
A different ratio of EAT to myocardium is observed depending on the ventricle. In the case of the right ventricle (RV), it is much larger than for the left ventricle (LV). It is 0.48 for RV and 0.15 for LV in males. However, in females, it is 0.61 for RV and 0.17 for LV. It is indicated that the mass of EAT, and the mass of myocardium is characterized by a linear relationship—the proportions between these two elements do not change either because of hypertrophy or myocardial ischemia [1]. There are also reports that in exceptional cases, the high thickness of epicardial fat may interfere with the mechanics of the left ventricle [17].
The volume of EAT increases with the amount of intra-abdominal visceral tissue. Therefore, the measurement of epicardial fat is an important VAT mass index [18].

2.2. Imaging and Measurement Methods of Epicardial Adipose Tissue

The measurement of epicardial adipose tissue is carried out primarily by ECHO. It is a widely available, fast, and safe method. The thickness of adipose tissue measured by this technique correlates well with its volume obtained in the measurement using CT [1,19]. The disadvantage of this technique, especially in the case of two-dimensional ECHO, is the lower quality of the measurement—in the test, the amount of EAT is obtained based on thickness measurement, not volume, as in the case of MRI or CT. Three-dimensional ECHO is much better, but its availability is much lower, and sometimes it is a time-consuming method. In the examination, the right ventricle of the heart is analyzed, and EAT measurement is performed in cardiac diastole—during three consecutive cycles of this organ. Thanks to this, it is possible to compare the obtained result with MRI and CT measurements. Some recommendations allow measurements to be made during cardiac contraction—however, it is not possible to compare the results obtained with measurements made by other methods. It is also repeatedly pointed out that the measurement in echocardiography may be unreliable due to the need to identify the pericardium—this is technically difficult in most cases and additionally complicated in obese people (obstacles in obtaining superior quality images) [20,21,22].
Even though EAT measurement is most often performed using ECHO, the “gold standard” is the cardiac MRI method. In MRI, a particularly good spatial resolution is obtained. This is the only imaging study that allows ex vivo measurement of the volume of epicardial fat. Among the advantages, there is no need for radiation and contrast agents. Defects include prohibitive cost of testing, lower availability, and considerable time requirements [20,23,24].
CT of the chest also allows for EAT measurement. In general, this technique is characterized by good spatial resolution, repeatability, and the possibility of volume measurement. The main disadvantage is exposure to ionizing radiation and the use of contrast agents with iodine [20]. The use of two-dimensional computed tomography to measure epicardial fat is troublesome and reduces its accuracy. It requires a manual calculation of the area of fat tissue in each of the analyzed sections. The next step is to multiply the fields by the thickness of individual scans [25]. Therefore, it is preferable to use automatic analysis of three-dimensional images. This method is faster, less labor-intensive, and above all, more accurate [26].
In the opinion of the authors, the implementation of routine EAT assessment in the analysis of computed tomography images should be considered analogous to the routine assessment of, e.g., coronary artery calcium score. It is postulated to encourage physicians to measure EAT in their cohorts.

3. Epicardial Adipose Tissue in CLINICAL Medicine

Studies to date have shown an association between EAT and cardiovascular diseases, as well as an association between EAT and non-cardiovascular systemic diseases.
Recently, it has been proposed that cardiovascular fat is a marker of the risk of cardiovascular disease (CVD) [20,27]. Numerous publications indicate that excess epicardial fat plays a significant role in the development of this group of diseases, but this issue remains insufficiently understood, even though it may be an important parameter of risk assessment [28].
Substantial amounts of EAT correlate with the occurrence of the coronary syndrome, weakening of atherosclerotic plaques, or atrial fibrillation [29,30,31,32,33]. It was observed that the increased amount of EAT causes atherosclerotic plaques in the arteries to be of a more dangerous nature. For this reason, it is believed that the thickness of the epicardial fat is important for the development of coronary atherosclerosis [34]. This boils down to a conclusion indicating a higher risk of platelet formation in coronary arteries depending on EAT thickening [35,36]. It has been shown that the thickness of the epicardial fat is the only independent factor of slowed coronary flow [37]. The formation of atherosclerotic plaques is easier when the coronary arteries are in direct contact with the epicardial fat. This is associated with the continuous adverse effect of pro-inflammatory cytokines. It has also been proven that the larger the volume of EAT, the smaller the diameter of the coronary arteries. Atherosclerotic plaque, which is in the vicinity of epicardial fat tissue, is most often characterized by lower calcification and greater instability. This, in turn, results in an increased risk of its rupture, which then results in the occurrence of the acute coronary syndrome [38,39]. In the study by Bertaso et al. [40], an independent relationship was observed between EAT and cardiovascular risk factors, coronary artery calcification, and carotid artery stenosis. In addition, it was also shown that the volume of epicardial fat (especially this parameter in relation to the left atrioventricular sulcus) is an independent predictor of cardiovascular diseases in patients with diagnosed type 2 diabetes without a history of coronary artery disease [41]. The literature on the subject indicates that the volume of epicardial adipose tissue above 300 cm3 correlates with a 4-fold higher risk of developing atherosclerotic changes in coronary vessels. This parameter is currently the most sensitive one possible in this respect [42].
This is also confirmed by a large study conducted on the German population, where the study group included 4093 people. So far, the respondents have not suffered from any cardiovascular diseases. The amount of epicardial fat was assessed by computed tomography. A wide range of values (12.99 mL to 390.0 mL) was noted, and the median volume was 85.9 mL. The whole group was divided into four subgroups, depending on the EAT volume quartiles. Each subsequent quartile was associated with more classic risk factors for CVD (hypertension, greater waist circumference, dyslipidemia, diabetes). All subjects were followed for eight years for coronary events and for the need for hospitalization (heart disease or death). During this period, they were confirmed in 130 patients, and their frequency was directly proportional to the subsequent qualifying quartiles. People who were qualified in the 4th quartile had a five times higher risk of a coronary incident compared to people in the 1st quartile. At the same time, an increase in the amount of epicardial fat was observed. Doubling its volume increased the risk of a coronary incident by 1.5–2.24 times in correlation with the baseline values [43].
Cardiovascular diseases very often coexist with chronic obstructive pulmonary disease (COPD). The subject of research, although so far few, is also the relationship between COPD and epicardial adipose tissue [20,44]. Zagaceta et al. [45] indicate that the presence of this disease is a statistically significant predictor of EAT volume. The authors assessed the volume of EAT using CT. Moreover, Demir et al. [46] and Kiraz et al. [47] confirmed that in people with COPD, the layer of epicardial fat is larger. The measurement was conducted this time using the echocardiographic method. However, there are also analyses available, e.g., Kaplan et al. [22], which state that in people with COPD, epicardial fat is thin.
A higher volume of epicardial fat increases the risk of cardiovascular disease in people with a negative history of cardiovascular problems. This aspect may indicate a strong correlation between COPD and cardiovascular diseases [48]. Some studies confirm that EAT is of key importance in systemic inflammation in COPD [49,50]. Fatty tissue dysfunctions, including severe inflammation, may be a trigger for subclinical systemic inflammation. This phenomenon is very often observed in patients with obstructive pulmonary disease. The volume of visceral adipose tissue correlates, among other things, with mortality due to cardiovascular diseases or high serum levels of interleukin 6 (IL-6). However, it has not yet been shown whether respiratory impairment, in turn, increases the accumulation of visceral adipose tissue [23].
An increased amount of epicardial fat was also observed in people with thyroid disease. This concerned, among others, subclinical hypothyroidism, which negatively affects the cardiovascular system [51]. Sayin et al. [52] analyzed whether the amount of EAT can be reduced in this group of patients. They measured twice using ECHO. It has been shown that treatment with L-thyroxine, resulting in the restoration of euthyreosis, results in a reduction in the amount of epicardial adipose. This is also confirmed by the study conducted by Korkmaz et al. [53]. In addition, the authors found a significant correlation between EAT and TSH [51]. A study conducted by Asik et al. [54] proved that the thickness of epicardial fat in people with Hashimoto thyroiditis and in patients with hypothyroidism (subclinical and overt) can be a useful indicator of early atherosclerosis. In the literature, however, one can find publications that contradict this assumption, including Yazici et al. [55] or Santos et al. [56].
An increase in fat mass is also observed in patients with non-alcoholic fatty liver disease (NAFLD) [57]. The relationship between the thickness of EAT and the stage of NAFLD and the risk of cardiovascular diseases is indicated [58]. In another study [59], the correlation of epicardial adipose tissue with the severity of steatosis, fibrosis, and the occurrence of cardiovascular diseases in the group of patients with NAFLD was proven. Increased EAT volume (measured by echocardiography) is also associated with the stage of steatosis and fibrosis in the liver [60].

3.1. Epicardial Adipose Tissue and Atrial Fibrillation Recurrence

In the literature, one can come across a publication on the proportional correlation between the amount of EAT and an increased risk of recurrent atrial fibrillation after catheter ablation. Atrial fibrillation (AF) is the most common arrhythmia worldwide. Several studies report that increased EAT volume is associated with a higher risk of recurrence of AF after catheter ablation due to slowing and disturbance of conduction by an increased amount of adipose tissue. After analyzing a group of 1840 patients with AF, a significant correlation was found between the amount of epicardial adipose tissue and an increased risk of recurrent atrial fibrillation after catheter ablation. It has been shown that patients with an average age of less than 60 years have a higher risk of AF recurrence due to more EAT. The results suggest that younger patients are at greater risk of recurring atrial fibrillation after catheter ablation. The literature summarizes that there are EAT parameters (total volume, peri-atrial volume, and ratio of the periatrial to total EAT volume) that are of greater importance in predicting the risk of recurrence of AF following catheter ablation. The work concluded that the volume of EAT should be included in the risk assessment of recurrent atrial fibrillation before the patient undergoes catheter ablation [61,62,63,64,65].

3.2. Epicardial Adipose Tissue and Relation to Metabolism in Old Patients

In a study by Conte et al. [66] has been observed correlation between aging and an increase in EAT volume. The complex phenomenon of aging is accompanied by deterioration of biological functions, decreased metabolism, and greater susceptibility to inflammation. Age, especially when it is advanced, is one of the risk factors for major chronic human diseases. Low-grade inflammation promotes cardiovascular disease in the elderly. It does so by increasing the risk of insulin resistance and atherosclerosis. The increase in EAT, i.e., metabolically active tissue, is associated with greater production and secretion of pro-inflammatory mediators. Increased production of the previously mentioned causes the progression of cardiovascular diseases by acting on the heart muscle and coronary vessels [66]. According to the literature, in people over 65 years of age, the mean EAT volume was 22% higher than in younger subjects, which suggests that the volume of epicardial adipose tissue increases with age. Interestingly, it was found that the increase in EAT volume is more strongly related to age than BMI or waist circumference [67]. A study of 120 people was conducted to investigate the correlation between anthropometric values and EAT in older and younger people. After analyzing the results, a correlation was found between the increased volume of EAT and age, waist circumference, and thigh circumference. A correlation was observed between EAT and fasting insulin and insulin resistance only in the elderly group. The study highlights the importance of epicardial fat in estimating cardiometabolic risk in elderly patients, especially the elderly [68]. Other authors emphasize the relationship between fatty liver, the amount of visceral fat, and the occurrence of metabolic syndrome in the elderly. Comparing the group of patients with the metabolic syndrome to the group without the metabolic syndrome, it was concluded that the amount of EAT is significantly higher in the first group. A correlation between the increased volume of EAT and the occurrence of the metabolic syndrome has been observed by Stramaglia et al. [69].

4. Clinical Practice and Studies Focused on Heart Adipose

Measurement of epicardial adipose tissue is non-invasive but provides some information about cardiovascular health. To date, various studies about heart adipose tissue have been conducted. Studies that were mentioned in the current review and original articles are summarized in Table 1.

5. Epicardial Adipose Tissue and COVID-19-Related Cardiac Syndrome

The COVID-19 (disease caused by SARS-CoV-2) pandemic since the fall of 2019 has been a challenge for modern medicine. The conducted research on the importance of epicardial adipose tissue in patients with COVID-19 has shown so far that higher EAT volume and lower EAT density may be independent predictors of both an unfavorable course of the disease, including death, as well as cardiovascular complications COVID-19 [86,87,88]. For example, the COVID mortality associated with cardiovascular calcifications in COVID-19 can also be explained by epicardial adipose tissue [88]. Moreover, some cardiovascular complications are asymptomatic during acute SARS-CoV-2 infection, but emerging data have reported on post-COVID-19 heart syndrome. It has been suggested that high EAT volume and low EAT density in computed tomography may indicate myocardial injury in COVID-19 patients [89]. The importance of EAT in this group of patients may be explained by the immunomodulatory properties of EAT, because of which EAT may constitute a tissue reservoir for SARS-CoV-2 [90].

6. Summary

According to numerous scientific studies, epicardial adipose tissue, as a metabolically active reservoir of visceral adipose tissue, plays a key role in the pathogenesis of many diseases, Figure 3.
Epicardial adipose tissue can be considered both a risk factor for cardiovascular disease and a marker of cardiovascular disease. Therefore, measuring the volume of epicardial adipose tissue is crucial in assessing the relationship between epicardial adipose tissue and various pathologies. Measurements of the thickness and density of epicardial adipose tissue are of less importance [33,70,71,72,73]. One of the latest studies in this field proves explicitly that the thickness of epicardial adipose tissue is not helpful in predicting cardiovascular adverse events. The authors observed this in patients not undergoing hemodialysis. In turn, it was shown that increased EAT thickness is significantly associated with older age, female gender, low level of hemoglobin, and low early diastolic velocity of the mitral ring [74].
Reducing its volume is, therefore, a prominent issue in the prevention and treatment of many diseases. One of the most effective therapeutic methods is weight loss, which causes a parallel decrease in the volume of adipose tissue that is located around the heart. This method works in all people—in the general population, patients with metabolic syndrome, and patients with overweight or obesity [75,76]. Another technique, much more invasive, is surgery. It usually includes bariatric surgery [77,78]. So far, the only group in which surgery in this area is ineffective has proved to be people with diagnosed obstructive sleep apnea [79]. However, weight loss for many people is difficult or unsuccessful, which further discourages them. Therefore, pharmacotherapy is used to reduce the volume of epicardial fat. Long-term use of statins significantly reduces the volume of EAT [80,81,91]. In one of the studies, a decrease of 16.2% was observed in people who underwent pharmacological therapy for a period of 1.2 years. The best known and tested drug in this respect is atorvastatin, e.g., at a dose of 80 mg/day for a year [92,93,94]. Its effectiveness has been demonstrated, among others, in postmenopausal women [82] and patients undergoing pulmonary venous isolation due to atrial fibrillation [83]. Other pharmacological possibilities, characterized by effects on endocardial fat tissue, concern the use of metformin, thiazolidinedione, SGLT2 inhibitors, GLP-1 agonists, DPP-4 inhibitors, canakinumab, methotrexate, colchicine [84,95,96]. Multidirectional treatment, as always, turns out to be the most effective, even in people with diagnosed comorbidities, e.g., diabetes. Hence, a significant reduction in EAT can be achieved through weight reduction, undertaking physical activity, diet modification, and pharmacological treatment, and ultimately also through surgical intervention [85,97].

Author Contributions

Conceptualization, R.P. and P.G.; resources, P.C.; writing—original draft preparation, P.C.; writing—review and editing, A.M., R.P. and P.G.; supervision, P.G.; funding acquisition, P.G. All authors have read and agreed to the published version of the manuscript.

Funding

The APC was funded by Wroclaw Medical University (SUBZ.E264.22.082).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Not applicable.

Conflicts of Interest

The authors declare no conflict of interest.

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Jcm 11 05621 g001 550
Figure 1. Cardiac computed tomography. Axial reconstruction. Blue arrows indicate: 1. Pericardial adipose tissue. 2. Epicardial adipose tissue. 3. Pericardium.
Figure 1. Cardiac computed tomography. Axial reconstruction. Blue arrows indicate: 1. Pericardial adipose tissue. 2. Epicardial adipose tissue. 3. Pericardium.
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Jcm 11 05621 g002 550
Figure 2. Cardiac computed tomography in a patient after interventional treatment. Multiplanar oblique reconstruction. Blue arrows indicate: 1. Pericardial adipose tissue. 2. Epicardial adipose tissue. 3. Pericardium. 4. Fluid in the pericardium. 5. Cardiac pacemaker electrode in the right atrium. 6. Right coronary artery stent.
Figure 2. Cardiac computed tomography in a patient after interventional treatment. Multiplanar oblique reconstruction. Blue arrows indicate: 1. Pericardial adipose tissue. 2. Epicardial adipose tissue. 3. Pericardium. 4. Fluid in the pericardium. 5. Cardiac pacemaker electrode in the right atrium. 6. Right coronary artery stent.
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Jcm 11 05621 g003 550
Figure 3. Epicardial adipose tissue—resume.
Figure 3. Epicardial adipose tissue—resume.
Jcm 11 05621 g003
Table
Table 1. Studies focused on heart adipose tissue.
Table 1. Studies focused on heart adipose tissue.
Refs.Imaging SystemType of Adipose TissueContext of Analyzing Adipose Tissue (Most Important, Based on the Aim of the Study and Conclusions)Study
Population Size
Gaborit et al. [6]MRIEAT-vMetabolic risk factors,
coronary artery disease		63
Shmilovich et al. [16]Non-contrast CTEAT-vPredicting major adverse cardiovascular events 516
Mahabadi et al. [21]Non-contrast CTEAT-vLeft atrial size, prevalent and incident atrial fibrillation3467
Kaplan et al. [22]ECHOEAT-tChronic obstructive pulmonary disease, right ventricular systolic dysfunction138 (included 40 control subjects)
Mahajan et al. [23]MRIPeATAnimal, autopsy pericardial adipose measurements10
Saremi et al. [25]Contrast CT EAT-vRegions of heart adipose pockets, comparison with EAT-t60
Park et al. [26] Contrast CTEAT-v Threshold-based 3D segmentation, coronary CT angiography100 (included 40 control subjects)
Ito et al. [29]Contrast CT EAT-vCoronary plaque vulnerability, acute coronary syndrome117
Yerramasu et al. [30]Non-contrast CTEAT-vMetabolic syndrome, coronary artery calcium burden, diabetes mellitus333
Picard et al. [31]Contrast CTEAT-t Coronary artery disease970
Nakanishi et al. [32]Contrast CTEAT-vCoronary artery disease, acute coronary syndrome 517
Okada et al. [34]Contrast CT EAT-vCoronary artery disease140
Demircelik et al. [35] Contrast CTEAT-tCoronary artery disease131
Yamashita et al. [36] Contrast CT EAT-vNon-culprit coronary lesions, coronary plaque burden54
Alexopoulos et al. [39] Contrast CTEAT-vCoronary artery disease214
Uygur et al. [41]Contrast CTEAT-vCoronary artery disease, diabetes mellitus157
Greif et al. [42]CT PeATCoronary artery disease, intermediate pretest likelihood286
Janik et al. [43]Non-contrast CT EAT-vCoronary artery disease, intermediate pretest likelihood, ischemic heart disease97
Kalaycioglu et al. [44]ECHOEAT-tChronic obstructive pulmonary disease, systolic pulmonary arterial pressure 129
Zagaceta et al. [45]CTEAT-vChronic obstructive pulmonary disease, smoking history, physical activity241
Demir et al. [46]ECHOEAT-tChronic obstructive pulmonary disease, metabolic syndrome, ischemic heart disease166 (included 84 control subjects)
Kiraz et al. [47]ECHOEAT-tChronic obstructive pulmonary disease, BODE index 202 (included 45 control subjects)
Ding et al. [48]CTPeATCoronary artery disease998
Unubol et al. [51]ECHOEAT-tSubclinical hypothyroidism 62 (included 25 control subjects)
Sayin et al. [52]ECHOEAT-tSubclinical hypothyroidism 86 (included 42 control subjects)
Korkmaz et al. [53]ECHOEAT-tSubclinical hypothyroidism 85 (included 24 control subjects)
Asik et al. [54]ECHOEAT-tCarotid intima media thickness, Hashimoto thyroiditis, subclinical hypothyroidism 57
Yazıcı et al. [55]ECHOEAT-tCarotid intima media thickness, subclinical hypothyroidism, restoration of the euthyroid state73 (included 30 control subjects)
Santos et al. [56]ECHOEAT-tSubclinical hypothyroidism100 (included 48 control subjects)
Canpolat et al. [62]ECHOEAT-tAtrial fibrillation, ablation234
Chao et al. [63]ECHOEAT-tAtrial fibrillation, ablation283
Sanghai et al. [64]Contrast CT EAT-vIndexed left atrial epicardial adipose tissue (iLAEAT), atrial fibrillation, ablation274
Kawasaki et al. [65]Contrast CTEAT-vAtrial fibrillation, ablation, cardiac sympathetic nerve activity64
Guglielmi et al. [67]MRIEAT-vExpansion of intermuscular adipose tissue, sedentary subjects32
Karadag et al. [68]ECHOEAT-tMetabolic syndrome, visceral adiposity120
Stramaglia et al. [69]ECHOEAT-tMetabolic syndrome, visceral adiposity, hepatic steatosis, risk of malnutrition in the obese elderly55
Hell et al. [70]Non-contrast CTEAT-v Epicardial adipose density, pre-test probability, coronary artery disease, SPECT213
Goeller et al. [71]Non-contrast CTEAT-vEpicardial adipose density, early atherosclerosis, plaque inflammation, major adverse cardiac events, coronary calcium456
Nerlekar et al. [72]Contrast CTEAT-vEpicardial adipose tissue density, non-obstructive coronary artery disease, statin therapy 90
Kataoka et al. [73]CTEAT-vCoronary artery spasm, total abdominal adipose tissue area, abdominal visceral adipose tissue110
Chen et al. [74]ECHOEAT-tHemodialysis patients, adverse cardiovascular events189
Nakazato et al. [75]Non-contrast CTEAT-vWeight change, coronary calcium score374
Fu et al. [76]MRIEAT-tWeight change, metabolic syndrome, diabetes mellitus57 (included 25 control subjects)
Willens et al. [77]ECHOEAT-tBariatric surgery, metabolic syndrome, abdominal visceral adipose tissue23
Kim et al. [78]ECHOEAT-tEffects of exercise training, ventricular epicardial adipose thickness24
Gaborit et al. [79]MRIEAT-vSleep apnea, bariatric surgery, morbid obesity23
Parisi et al. [80]ECHOEAT-tStatin therapy, aortic stenosis, cardiac surgery 193
Raggi et al. [81] CTEAT-vEpicardial adipose tissue attenuation, statin therapy, coronary artery calcium score, postmenopausal women420
Alexopoulos et al. [82]Non-contrast CTEAT-vElectron beam CT scans, statin therapy, postmenopausal women420
Soucek et al. [83]Contrast CTEAT-v Statin therapy, atrial fibrillation, pulmonary vein isolation79
Bouchi et al. [84]MRIEAT-vLuseogliflozin therapy, diabetes mellitus 19
Cosson et al. [85] Non-contrast CTEAT-v Coronary artery calcification, diabetes mellitus409
CT, computed tomography; ECHO, echocardiography; EAT-t, epicardial adipose tissue thickness; EAT-v, epicardial adipose tissue volume; MRI, magnetic resonance imaging; PaAT, paracardial adipose tissue; PeAT, pericardial adipose tissue.
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Cheładze, P.; Martuszewski, A.; Poręba, R.; Gać, P. The Importance of the Assessment of Epicardial Adipose Tissue in Scientific Research. J. Clin. Med. 2022, 11, 5621. https://doi.org/10.3390/jcm11195621

AMA Style

Cheładze P, Martuszewski A, Poręba R, Gać P. The Importance of the Assessment of Epicardial Adipose Tissue in Scientific Research. Journal of Clinical Medicine. 2022; 11(19):5621. https://doi.org/10.3390/jcm11195621

Chicago/Turabian Style

Cheładze, Przemysław, Adrian Martuszewski, Rafał Poręba, and Paweł Gać. 2022. "The Importance of the Assessment of Epicardial Adipose Tissue in Scientific Research" Journal of Clinical Medicine 11, no. 19: 5621. https://doi.org/10.3390/jcm11195621

APA Style

Cheładze, P., Martuszewski, A., Poręba, R., & Gać, P. (2022). The Importance of the Assessment of Epicardial Adipose Tissue in Scientific Research. Journal of Clinical Medicine, 11(19), 5621. https://doi.org/10.3390/jcm11195621

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